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DDRNet23-Slim

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@@ -37,35 +37,35 @@ 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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- | DDRNet23-Slim | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.896 ms | 1 - 15 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 | 4.387 ms | 9 - 12 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 | 7.187 ms | 11 - 48 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 | 3.406 ms | 0 - 45 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 | 3.016 ms | 7 - 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 S24 | Snapdragon® 8 Gen 3 | ONNX | 4.83 ms | 9 - 61 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 | 3.42 ms | 1 - 36 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 | 3.347 ms | 9 - 40 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.835 ms | 11 - 54 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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- | DDRNet23-Slim | SA7255P ADP | SA7255P | TFLITE | 179.911 ms | 1 - 33 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 | 179.402 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.859 ms | 0 - 14 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 | 4.412 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8295P ADP | SA8295P | TFLITE | 8.911 ms | 1 - 32 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 | 7.96 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.883 ms | 2 - 17 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 | 4.41 ms | 9 - 13 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | SA8775P ADP | SA8775P | TFLITE | 9.768 ms | 1 - 34 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 | 8.98 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 179.911 ms | 1 - 33 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 179.402 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.918 ms | 1 - 15 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 | 4.309 ms | 9 - 11 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 9.768 ms | 1 - 34 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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- | DDRNet23-Slim | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.98 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.74 ms | 1 - 41 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 | 7.793 ms | 8 - 38 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.685 ms | 9 - 9 MB | FP16 | NPU | Use Export Script |
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- | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.77 ms | 9 - 9 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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@@ -129,7 +129,7 @@ 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) : 4.9
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  Estimated peak memory usage (MB): [1, 15]
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  Total # Ops : 131
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  Compute Unit(s) : NPU (131 ops)
 
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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 | 4.99 ms | 1 - 15 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 | 4.947 ms | 10 - 21 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 | 7.108 ms | 10 - 51 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 | 3.388 ms | 0 - 44 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 | 3.4 ms | 9 - 45 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 | 5.103 ms | 10 - 59 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 | 3.428 ms | 0 - 38 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 | 3.312 ms | 9 - 41 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.632 ms | 1 - 43 MB | FP16 | NPU | [DDRNet23-Slim.onnx](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.onnx) |
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+ | DDRNet23-Slim | SA7255P ADP | SA7255P | TFLITE | 179.923 ms | 1 - 33 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 | 179.352 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.907 ms | 1 - 15 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 | 4.454 ms | 9 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8295P ADP | SA8295P | TFLITE | 8.892 ms | 1 - 32 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 | 7.983 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.859 ms | 2 - 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 | 4.274 ms | 9 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | SA8775P ADP | SA8775P | TFLITE | 9.723 ms | 1 - 34 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 | 8.963 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 179.923 ms | 1 - 33 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 179.352 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.898 ms | 1 - 15 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 | 4.517 ms | 9 - 21 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 9.723 ms | 1 - 34 MB | FP16 | NPU | [DDRNet23-Slim.tflite](https://huggingface.co/qualcomm/DDRNet23-Slim/blob/main/DDRNet23-Slim.tflite) |
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+ | DDRNet23-Slim | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.963 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 7.843 ms | 1 - 42 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 | 7.739 ms | 9 - 41 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.629 ms | 9 - 9 MB | FP16 | NPU | Use Export Script |
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+ | DDRNet23-Slim | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.929 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) : 5.0
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  Estimated peak memory usage (MB): [1, 15]
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  Total # Ops : 131
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  Compute Unit(s) : NPU (131 ops)