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DDRNet23-Slim

Image Segmentation
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@@ -37,31 +37,31 @@ 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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- | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.172 ms | 1 - 17 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.074 ms | 9 - 26 MB | FP16 | NPU | [DDRNet23-Slim.so](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.so) |
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- | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.424 ms | 2 - 204 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.525 ms | 0 - 34 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.554 ms | 9 - 41 MB | FP16 | NPU | [DDRNet23-Slim.so](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.so) |
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- | DDRNet23-Slim | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.951 ms | 11 - 105 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.857 ms | 0 - 28 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.596 ms | 9 - 38 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.026 ms | 11 - 60 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.132 ms | 1 - 22 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.622 ms | 9 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA7255P ADP | SA7255P | TFLITE | 180.36 ms | 1 - 27 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | SA7255P ADP | SA7255P | QNN | 179.839 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.178 ms | 1 - 20 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.583 ms | 9 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8295P ADP | SA8295P | TFLITE | 8.925 ms | 1 - 26 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | SA8295P ADP | SA8295P | QNN | 8.344 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.078 ms | 1 - 20 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.583 ms | 9 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8775P ADP | SA8775P | TFLITE | 10.088 ms | 1 - 29 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | SA8775P ADP | SA8775P | QNN | 9.512 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.791 ms | 1 - 28 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.663 ms | 9 - 37 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.978 ms | 9 - 9 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.44 ms | 9 - 9 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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@@ -125,8 +125,8 @@ Profiling Results
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  DDRNet23-Slim
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 5.2
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- Estimated peak memory usage (MB): [1, 17]
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  Total # Ops : 131
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  Compute Unit(s) : NPU (131 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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+ | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.128 ms | 1 - 22 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.092 ms | 9 - 22 MB | FP16 | NPU | [DDRNet23-Slim.so](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.so) |
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+ | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.602 ms | 11 - 53 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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+ | DDRNet23-Slim | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.527 ms | 0 - 35 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.529 ms | 0 - 34 MB | FP16 | NPU | [DDRNet23-Slim.so](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.so) |
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+ | DDRNet23-Slim | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.199 ms | 11 - 57 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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+ | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.45 ms | 0 - 33 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.738 ms | 9 - 41 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.13 ms | 9 - 45 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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+ | DDRNet23-Slim | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.161 ms | 1 - 20 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.593 ms | 9 - 13 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA7255P ADP | SA7255P | TFLITE | 180.379 ms | 1 - 27 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | SA7255P ADP | SA7255P | QNN | 179.765 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.126 ms | 1 - 20 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.651 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8295P ADP | SA8295P | TFLITE | 8.902 ms | 1 - 29 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | SA8295P ADP | SA8295P | QNN | 8.961 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.083 ms | 1 - 16 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.686 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8775P ADP | SA8775P | TFLITE | 10.144 ms | 1 - 27 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | SA8775P ADP | SA8775P | QNN | 9.462 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.51 ms | 1 - 28 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.65 ms | 9 - 38 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.962 ms | 9 - 9 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.405 ms | 9 - 9 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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  DDRNet23-Slim
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 5.1
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+ Estimated peak memory usage (MB): [1, 22]
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  Total # Ops : 131
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  Compute Unit(s) : NPU (131 ops)
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  ```