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DETR-ResNet50-DC5

Object Detection
PyTorch
LiteRT
ONNX
android
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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-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 65.736 ms | 0 - 143 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 54.409 ms | 4 - 6 MB | FP16 | NPU | [DETR-ResNet50-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.so) |
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- | DETR-ResNet50-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 78.746 ms | 1 - 324 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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- | DETR-ResNet50-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 53.155 ms | 0 - 651 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 45.004 ms | 3 - 21 MB | FP16 | NPU | [DETR-ResNet50-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.so) |
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- | DETR-ResNet50-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 55.142 ms | 3 - 629 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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- | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 48.282 ms | 0 - 648 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 50.347 ms | 0 - 614 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 46.294 ms | 3 - 612 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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- | DETR-ResNet50-DC5 | SA7255P ADP | SA7255P | TFLITE | 620.324 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | SA7255P ADP | SA7255P | QNN | 594.34 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 62.368 ms | 0 - 140 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 62.26 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | TFLITE | 77.594 ms | 0 - 634 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | QNN | 68.768 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 68.594 ms | 0 - 147 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 60.823 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | TFLITE | 78.904 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | QNN | 66.22 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 620.324 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 594.34 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 77.044 ms | 0 - 142 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 61.567 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 78.904 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 66.22 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 82.927 ms | 0 - 654 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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- | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 84.163 ms | 1 - 615 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 49.058 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 63.774 ms | 92 - 92 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  DETR-ResNet50-DC5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 65.7
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- Estimated peak memory usage (MB): [0, 143]
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  Total # Ops : 789
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  Compute Unit(s) : NPU (789 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-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 76.736 ms | 0 - 141 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 54.188 ms | 5 - 7 MB | FP16 | NPU | [DETR-ResNet50-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.so) |
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+ | DETR-ResNet50-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 67.048 ms | 1 - 354 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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+ | DETR-ResNet50-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 54.438 ms | 0 - 647 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 44.333 ms | 3 - 21 MB | FP16 | NPU | [DETR-ResNet50-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.so) |
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+ | DETR-ResNet50-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 57.855 ms | 3 - 628 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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+ | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 48.401 ms | 0 - 648 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 46.217 ms | 3 - 618 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 50.691 ms | 3 - 612 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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+ | DETR-ResNet50-DC5 | SA7255P ADP | SA7255P | TFLITE | 616.639 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | SA7255P ADP | SA7255P | QNN | 589.972 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 74.639 ms | 0 - 141 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 54.023 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | TFLITE | 76.222 ms | 0 - 634 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | QNN | 66.657 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 75.771 ms | 0 - 141 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 61.004 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | TFLITE | 76.794 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | QNN | 64.686 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 616.639 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 589.972 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 61.365 ms | 0 - 142 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 60.222 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 76.794 ms | 0 - 650 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 64.686 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 88.103 ms | 0 - 651 MB | FP16 | NPU | [DETR-ResNet50-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.tflite) |
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+ | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 89.158 ms | 0 - 614 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 47.476 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 60.822 ms | 92 - 92 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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  DETR-ResNet50-DC5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 76.7
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+ Estimated peak memory usage (MB): [0, 141]
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  Total # Ops : 789
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  Compute Unit(s) : NPU (789 ops)
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  ```