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FCN-ResNet50

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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- | FCN-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 48.668 ms | 0 - 17 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 48.277 ms | 3 - 21 MB | FP16 | NPU | [FCN-ResNet50.so](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.so) |
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- | FCN-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 43.588 ms | 0 - 79 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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- | FCN-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 35.692 ms | 0 - 93 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 35.984 ms | 3 - 95 MB | FP16 | NPU | [FCN-ResNet50.so](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.so) |
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- | FCN-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 33.635 ms | 0 - 217 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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- | FCN-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 34.871 ms | 0 - 87 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 29.555 ms | 3 - 91 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 32.448 ms | 4 - 147 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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- | FCN-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 48.109 ms | 0 - 18 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 43.504 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 2068.721 ms | 0 - 86 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | SA7255P ADP | SA7255P | QNN | 2060.867 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 48.503 ms | 0 - 17 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 44.059 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 84.801 ms | 0 - 39 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | SA8295P ADP | SA8295P | QNN | 81.195 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 48.852 ms | 0 - 19 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 43.64 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 95.278 ms | 0 - 86 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | SA8775P ADP | SA8775P | QNN | 89.441 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 78.386 ms | 0 - 46 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 75.75 ms | 3 - 48 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 44.221 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | FCN-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 45.093 ms | 63 - 63 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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@@ -123,8 +123,8 @@ Profiling Results
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  FCN-ResNet50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 48.7
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- Estimated peak memory usage (MB): [0, 17]
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  Total # Ops : 88
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  Compute Unit(s) : NPU (88 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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+ | FCN-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 48.467 ms | 0 - 19 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 48.469 ms | 3 - 21 MB | FP16 | NPU | [FCN-ResNet50.so](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.so) |
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+ | FCN-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 43.37 ms | 3 - 799 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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+ | FCN-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 35.46 ms | 0 - 93 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 35.575 ms | 3 - 91 MB | FP16 | NPU | [FCN-ResNet50.so](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.so) |
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+ | FCN-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 33.8 ms | 4 - 221 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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+ | FCN-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 29.676 ms | 0 - 89 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 34.714 ms | 3 - 90 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 31.645 ms | 3 - 146 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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+ | FCN-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 48.482 ms | 0 - 18 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 43.714 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 2068.649 ms | 0 - 87 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | SA7255P ADP | SA7255P | QNN | 2060.98 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 48.154 ms | 0 - 18 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 43.515 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 84.779 ms | 0 - 40 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | SA8295P ADP | SA8295P | QNN | 81.213 ms | 5 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 48.62 ms | 0 - 18 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 43.591 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 95.279 ms | 0 - 87 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | SA8775P ADP | SA8775P | QNN | 89.449 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 76.934 ms | 0 - 47 MB | FP16 | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 74.974 ms | 3 - 46 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 44.218 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | FCN-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 45.236 ms | 65 - 65 MB | FP16 | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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  FCN-ResNet50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 48.5
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+ Estimated peak memory usage (MB): [0, 19]
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  Total # Ops : 88
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  Compute Unit(s) : NPU (88 ops)
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  ```