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FFNet-54S

Image Segmentation
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ONNX
android
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@@ -35,29 +35,29 @@ 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 | 19.62 ms | 2 - 5 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 | 19.822 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 | 28.201 ms | 24 - 38 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 | 14.515 ms | 0 - 112 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 | 14.584 ms | 23 - 60 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 | 21.117 ms | 31 - 166 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 | 11.732 ms | 2 - 48 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 | 14.021 ms | 24 - 61 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 22.116 ms | 30 - 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 | 19.653 ms | 2 - 4 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 | 19.237 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.201 ms | 2 - 4 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 | 19.203 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 19.923 ms | 2 - 5 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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- | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | QNN | 19.362 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 20.001 ms | 2 - 4 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 | 19.385 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | SA8295P ADP | SA8295P | TFLITE | 36.572 ms | 2 - 42 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 | 35.408 ms | 24 - 29 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.16 ms | 2 - 101 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 | 32.776 ms | 24 - 58 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 19.344 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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- | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.718 ms | 24 - 24 MB | FP16 | NPU | [FFNet-54S.onnx](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.onnx) |
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@@ -122,8 +122,8 @@ 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) : 19.6
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- Estimated peak memory usage (MB): [2, 5]
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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 | 19.705 ms | 2 - 4 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 | 20.103 ms | 24 - 48 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 | 27.922 ms | 24 - 38 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 | 14.531 ms | 0 - 112 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 | 14.486 ms | 24 - 60 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 | 21.1 ms | 29 - 167 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 | 14.005 ms | 1 - 48 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 | 14.044 ms | 24 - 59 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 22.09 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 19.757 ms | 2 - 5 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 | 19.382 ms | 24 - 25 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 19.681 ms | 2 - 4 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 | 19.33 ms | 26 - 27 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 19.99 ms | 2 - 4 MB | FP16 | NPU | [FFNet-54S.tflite](https://huggingface.co/qualcomm/FFNet-54S/blob/main/FFNet-54S.tflite) |
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+ | FFNet-54S | SA8775 (Proxy) | SA8775P Proxy | QNN | 19.296 ms | 26 - 27 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 19.839 ms | 2 - 4 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 | 19.248 ms | 25 - 26 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | SA8295P ADP | SA8295P | TFLITE | 36.554 ms | 2 - 41 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 | 35.465 ms | 24 - 30 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.381 ms | 2 - 99 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 | 32.941 ms | 24 - 56 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 19.314 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-54S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.701 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) : 19.7
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+ Estimated peak memory usage (MB): [2, 4]
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  Total # Ops : 113
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  Compute Unit(s) : NPU (113 ops)
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  ```