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DETR-ResNet50

Object Detection
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@@ -34,35 +34,35 @@ 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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- | DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 14.965 ms | 0 - 20 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 14.598 ms | 5 - 8 MB | FP16 | NPU | [DETR-ResNet50.so](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.so) |
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- | DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 18.286 ms | 1 - 240 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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- | DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 10.481 ms | 0 - 142 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 10.063 ms | 5 - 24 MB | FP16 | NPU | [DETR-ResNet50.so](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.so) |
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- | DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 13.728 ms | 5 - 137 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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- | DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.678 ms | 0 - 132 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 11.326 ms | 5 - 105 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.756 ms | 0 - 106 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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- | DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 525.829 ms | 0 - 132 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 525.977 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 14.961 ms | 0 - 22 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 14.454 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 24.055 ms | 0 - 106 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 24.198 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 14.894 ms | 0 - 26 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 14.539 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 27.286 ms | 0 - 131 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 26.188 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 525.829 ms | 0 - 132 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 525.977 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 14.916 ms | 0 - 22 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 14.366 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 27.286 ms | 0 - 131 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 26.188 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 21.473 ms | 0 - 121 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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- | DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 21.677 ms | 5 - 89 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.873 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.75 ms | 78 - 78 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  DETR-ResNet50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 15.0
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- Estimated peak memory usage (MB): [0, 20]
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  Total # Ops : 804
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  Compute Unit(s) : NPU (804 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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+ | DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 15.123 ms | 0 - 23 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 16.471 ms | 5 - 27 MB | FP16 | NPU | [DETR-ResNet50.so](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.so) |
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+ | DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 18.27 ms | 1 - 210 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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+ | DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 10.522 ms | 4 - 147 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 11.555 ms | 105 - 209 MB | FP16 | NPU | [DETR-ResNet50.so](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.so) |
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+ | DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 13.489 ms | 5 - 134 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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+ | DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.647 ms | 0 - 133 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 9.315 ms | 5 - 105 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.773 ms | 0 - 104 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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+ | DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 525.828 ms | 0 - 129 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 525.988 ms | 5 - 15 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 14.924 ms | 0 - 22 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 14.442 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 24.109 ms | 0 - 106 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 24.155 ms | 2 - 19 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 14.991 ms | 0 - 20 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 14.542 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 27.316 ms | 0 - 131 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 26.215 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 525.828 ms | 0 - 129 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 525.988 ms | 5 - 15 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 14.925 ms | 0 - 21 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 14.503 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 27.316 ms | 0 - 131 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 26.215 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.199 ms | 0 - 121 MB | FP16 | NPU | [DETR-ResNet50.tflite](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.tflite) |
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+ | DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 21.874 ms | 5 - 88 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 14.927 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 19.74 ms | 78 - 78 MB | FP16 | NPU | [DETR-ResNet50.onnx](https://huggingface.co/qualcomm/DETR-ResNet50/blob/main/DETR-ResNet50.onnx) |
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  DETR-ResNet50
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 15.1
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+ Estimated peak memory usage (MB): [0, 23]
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  Total # Ops : 804
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  Compute Unit(s) : NPU (804 ops)
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  ```