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FFNet-54S

Image Segmentation
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@@ -35,31 +35,31 @@ 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-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 21.129 ms | 2 - 26 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 20.452 ms | 24 - 47 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
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- | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 33.752 ms | 24 - 26 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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- | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 14.932 ms | 2 - 35 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 14.626 ms | 20 - 58 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
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- | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 21.845 ms | 1 - 132 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 11.876 ms | 2 - 39 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 14.245 ms | 24 - 60 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 18.728 ms | 27 - 79 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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- | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 20.015 ms | 5 - 31 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 19.779 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA7255P ADP | SA7255P | TFLITE | 921.436 ms | 0 - 35 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | SA7255P ADP | SA7255P | QNN | 920.022 ms | 24 - 35 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.26 ms | 2 - 25 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | QNN | 19.296 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8295P ADP | SA8295P | TFLITE | 36.466 ms | 2 - 33 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | SA8295P ADP | SA8295P | QNN | 35.389 ms | 24 - 30 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 20.042 ms | 2 - 25 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | QNN | 19.225 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8775P ADP | SA8775P | TFLITE | 41.274 ms | 2 - 38 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | SA8775P ADP | SA8775P | QNN | 40.547 ms | 24 - 30 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.738 ms | 2 - 36 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 32.612 ms | 24 - 57 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 19.265 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 33.055 ms | 24 - 24 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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@@ -124,10 +124,10 @@ Profiling Results
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  FFNet-54S
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 21.1
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  Estimated peak memory usage (MB): [2, 26]
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- Total # Ops : 113
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- Compute Unit(s) : NPU (113 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-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 47.363 ms | 2 - 26 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 57.655 ms | 24 - 39 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
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+ | FFNet-54S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 36.817 ms | 30 - 124 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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+ | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 31.641 ms | 1 - 51 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 38.98 ms | 23 - 65 MB | FP16 | NPU | [FFNet-54S.so](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.so) |
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+ | FFNet-54S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 26.357 ms | 28 - 78 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 30.957 ms | 2 - 50 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 34.57 ms | 24 - 69 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 26.233 ms | 27 - 74 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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+ | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 47.215 ms | 2 - 39 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 43.73 ms | 24 - 28 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA7255P ADP | SA7255P | TFLITE | 1013.394 ms | 0 - 46 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | SA7255P ADP | SA7255P | QNN | 1003.265 ms | 24 - 32 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 47.659 ms | 2 - 30 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | QNN | 44.228 ms | 24 - 27 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8295P ADP | SA8295P | TFLITE | 71.233 ms | 2 - 46 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | SA8295P ADP | SA8295P | QNN | 69.467 ms | 24 - 38 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 47.196 ms | 2 - 26 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | QNN | 44.316 ms | 24 - 27 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8775P ADP | SA8775P | TFLITE | 77.496 ms | 2 - 49 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | SA8775P ADP | SA8775P | QNN | 71.435 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 62.309 ms | 0 - 45 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 72.426 ms | 24 - 63 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 44.545 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 40.897 ms | 24 - 24 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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  FFNet-54S
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 47.4
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  Estimated peak memory usage (MB): [2, 26]
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+ Total # Ops : 115
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+ Compute Unit(s) : NPU (115 ops)
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  ```
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