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FFNet-78S-LowRes

Image Segmentation
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real_time
android
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@@ -36,29 +36,29 @@ 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-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.318 ms | 0 - 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.339 ms | 6 - 26 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 | 8.081 ms | 0 - 51 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 | 5.69 ms | 0 - 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.82 ms | 6 - 30 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 | 5.821 ms | 0 - 81 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 | 5.641 ms | 1 - 29 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 | 4.767 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.776 ms | 0 - 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.253 ms | 1 - 2 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 | 7.63 ms | 6 - 7 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.265 ms | 1 - 3 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 | 7.635 ms | 6 - 7 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 8.283 ms | 1 - 3 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 | SA8775 (Proxy) | SA8775P Proxy | QNN | 7.713 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.288 ms | 1 - 3 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 | 7.726 ms | 6 - 7 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8295P ADP | SA8295P | TFLITE | 14.365 ms | 1 - 24 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 | 13.635 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.327 ms | 1 - 51 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 | 12.519 ms | 6 - 29 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.096 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.796 ms | 48 - 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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@@ -124,7 +124,7 @@ 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) : 8.3
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- Estimated peak memory usage (MB): [0, 14]
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  Total # Ops : 149
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  Compute Unit(s) : NPU (149 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 | 8.264 ms | 0 - 2 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 | 8.274 ms | 6 - 32 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 | 8.079 ms | 0 - 51 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 | 5.721 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.849 ms | 6 - 31 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 | 5.848 ms | 7 - 88 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 | 4.707 ms | 0 - 29 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 | 4.754 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.862 ms | 3 - 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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+ | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.143 ms | 1 - 2 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 | 7.645 ms | 6 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.25 ms | 1 - 2 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 | 7.736 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 8.276 ms | 0 - 2 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 | SA8775 (Proxy) | SA8775P Proxy | QNN | 7.737 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.265 ms | 0 - 24 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 | 7.624 ms | 6 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8295P ADP | SA8295P | TFLITE | 14.374 ms | 1 - 25 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 | 13.596 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.361 ms | 1 - 51 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 | 12.443 ms | 6 - 26 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.123 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.829 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) : 8.3
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+ Estimated peak memory usage (MB): [0, 2]
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  Total # Ops : 149
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  Compute Unit(s) : NPU (149 ops)
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  ```