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Conditional-DETR-ResNet50

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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- | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 19.653 ms | 0 - 26 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 18.64 ms | 3 - 10 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
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- | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 22.046 ms | 2 - 224 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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- | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 15.174 ms | 0 - 230 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 12.988 ms | 3 - 20 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
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- | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 16.447 ms | 3 - 205 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.09 ms | 0 - 221 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 12.019 ms | 3 - 193 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 15.535 ms | 3 - 178 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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- | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 349.825 ms | 0 - 221 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 344.831 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 19.75 ms | 0 - 27 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 17.627 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 26.648 ms | 0 - 209 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 20.899 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 19.675 ms | 0 - 30 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 17.581 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 29.105 ms | 0 - 221 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 25.088 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 349.825 ms | 0 - 221 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 344.831 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 19.642 ms | 0 - 31 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 17.357 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.105 ms | 0 - 221 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 25.088 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.988 ms | 0 - 228 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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- | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 24.043 ms | 1 - 190 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.27 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 21.71 ms | 85 - 85 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  Conditional-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) : 19.7
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- Estimated peak memory usage (MB): [0, 26]
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  Total # Ops : 843
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  Compute Unit(s) : NPU (843 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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+ | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 27.858 ms | 0 - 31 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22.93 ms | 5 - 8 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
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+ | Conditional-DETR-ResNet50 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 26.566 ms | 1 - 250 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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+ | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 21.335 ms | 0 - 248 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 17.162 ms | 5 - 23 MB | FP16 | NPU | [Conditional-DETR-ResNet50.so](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.so) |
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+ | Conditional-DETR-ResNet50 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 20.171 ms | 5 - 168 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 20.622 ms | 0 - 235 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 16.902 ms | 5 - 211 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 18.879 ms | 5 - 152 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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+ | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 574.446 ms | 0 - 234 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | QNN | 564.84 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 27.834 ms | 0 - 34 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | QNN | 22.86 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 38.864 ms | 0 - 215 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | QNN | 34.039 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 28.092 ms | 0 - 32 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | QNN | 22.713 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 42.39 ms | 0 - 234 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | QNN | 34.834 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 574.446 ms | 0 - 234 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 564.84 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 27.954 ms | 0 - 32 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 22.516 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 42.39 ms | 0 - 234 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 34.834 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 34.417 ms | 0 - 229 MB | FP16 | NPU | [Conditional-DETR-ResNet50.tflite](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.tflite) |
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+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 34.711 ms | 5 - 199 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 22.344 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 27.412 ms | 82 - 82 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
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  Conditional-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) : 27.9
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+ Estimated peak memory usage (MB): [0, 31]
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  Total # Ops : 843
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  Compute Unit(s) : NPU (843 ops)
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  ```