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FFNet-78S

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@@ -35,35 +35,35 @@ 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 50.071 ms | 2 - 23 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 40.251 ms | 24 - 26 MB | FP16 | NPU | [FFNet-78S.so](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.so) |
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- | FFNet-78S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 50.615 ms | 29 - 157 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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- | FFNet-78S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 33.9 ms | 2 - 120 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 28.055 ms | 24 - 43 MB | FP16 | NPU | [FFNet-78S.so](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.so) |
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- | FFNet-78S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 34.984 ms | 28 - 75 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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- | FFNet-78S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 34.952 ms | 1 - 75 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 34.679 ms | 11 - 52 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 33.838 ms | 30 - 72 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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- | FFNet-78S | SA7255P ADP | SA7255P | TFLITE | 1256.991 ms | 2 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | SA7255P ADP | SA7255P | QNN | 1238.178 ms | 24 - 33 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 49.619 ms | 2 - 21 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | SA8255 (Proxy) | SA8255P Proxy | QNN | 39.942 ms | 24 - 27 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | SA8295P ADP | SA8295P | TFLITE | 77.069 ms | 2 - 72 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | SA8295P ADP | SA8295P | QNN | 65.796 ms | 24 - 42 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 50.368 ms | 2 - 29 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | SA8650 (Proxy) | SA8650P Proxy | QNN | 39.794 ms | 24 - 27 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | SA8775P ADP | SA8775P | TFLITE | 84.924 ms | 3 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | SA8775P ADP | SA8775P | QNN | 72.024 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1256.991 ms | 2 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1238.178 ms | 24 - 33 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 49.81 ms | 2 - 17 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 39.902 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 84.924 ms | 3 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 72.024 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 67.683 ms | 2 - 122 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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- | FFNet-78S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 67.849 ms | 24 - 65 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 41.476 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 49.137 ms | 31 - 31 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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@@ -127,8 +127,8 @@ Profiling Results
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  FFNet-78S
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 50.1
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- Estimated peak memory usage (MB): [2, 23]
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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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 49.587 ms | 2 - 18 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 40.08 ms | 24 - 26 MB | FP16 | NPU | [FFNet-78S.so](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.so) |
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+ | FFNet-78S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 41.58 ms | 29 - 135 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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+ | FFNet-78S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 33.768 ms | 6 - 125 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 27.875 ms | 24 - 44 MB | FP16 | NPU | [FFNet-78S.so](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.so) |
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+ | FFNet-78S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 29.225 ms | 26 - 83 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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+ | FFNet-78S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 29.07 ms | 0 - 75 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 34.933 ms | 6 - 46 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 24.775 ms | 28 - 78 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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+ | FFNet-78S | SA7255P ADP | SA7255P | TFLITE | 1257.156 ms | 0 - 71 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | SA7255P ADP | SA7255P | QNN | 1238.155 ms | 21 - 30 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 49.641 ms | 2 - 17 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | SA8255 (Proxy) | SA8255P Proxy | QNN | 39.918 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | SA8295P ADP | SA8295P | TFLITE | 77.065 ms | 2 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | SA8295P ADP | SA8295P | QNN | 65.825 ms | 24 - 42 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 49.606 ms | 2 - 17 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | SA8650 (Proxy) | SA8650P Proxy | QNN | 40.08 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | SA8775P ADP | SA8775P | TFLITE | 84.848 ms | 2 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | SA8775P ADP | SA8775P | QNN | 72.032 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1257.156 ms | 0 - 71 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1238.155 ms | 21 - 30 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 49.615 ms | 2 - 19 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 40.105 ms | 24 - 26 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 84.848 ms | 2 - 73 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 72.032 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 68.599 ms | 2 - 123 MB | FP16 | NPU | [FFNet-78S.tflite](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.tflite) |
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+ | FFNet-78S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 67.671 ms | 24 - 66 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 41.655 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 42.921 ms | 31 - 31 MB | FP16 | NPU | [FFNet-78S.onnx](https://huggingface.co/qualcomm/FFNet-78S/blob/main/FFNet-78S.onnx) |
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  FFNet-78S
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 49.6
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+ Estimated peak memory usage (MB): [2, 18]
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  Total # Ops : 151
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  Compute Unit(s) : NPU (151 ops)
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  ```