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DETR-ResNet50-DC5

Object Detection
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@@ -34,35 +34,23 @@ 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 | 48.855 ms | 0 - 29 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 | 46.294 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 | 58.625 ms | 1 - 233 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 | 37.476 ms | 0 - 167 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 | 34.69 ms | 5 - 25 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 | 43.427 ms | 4 - 185 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 | 34.231 ms | 0 - 166 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 | 30.152 ms | 5 - 136 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 37.739 ms | 13 - 162 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 | 1004.87 ms | 0 - 163 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 | 1002.401 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 48.61 ms | 0 - 28 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 | 47.519 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | TFLITE | 65.537 ms | 0 - 136 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 | 62.388 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 48.661 ms | 0 - 28 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 | 47.683 ms | 5 - 16 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | TFLITE | 73.878 ms | 0 - 163 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 | 70.162 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1004.87 ms | 0 - 163 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 | 1002.401 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 48.586 ms | 0 - 28 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 | 46.166 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 73.878 ms | 0 - 163 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 | 70.162 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 59.9 ms | 0 - 146 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 | 60.529 ms | 5 - 116 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 46.66 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 61.165 ms | 80 - 80 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
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@@ -125,11 +113,11 @@ Profiling Results
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  ------------------------------------------------------------
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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) : 48.9
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- Estimated peak memory usage (MB): [0, 29]
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- Total # Ops : 805
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- Compute Unit(s) : NPU (805 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 | QNN | 50.847 ms | 5 - 33 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 | 59.187 ms | 1 - 252 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 | QNN | 38.627 ms | 5 - 135 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 | 43.477 ms | 5 - 185 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 | QNN | 30.104 ms | 5 - 137 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 36.906 ms | 5 - 154 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 | QNN | 1002.622 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 47.159 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | QNN | 62.399 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 46.978 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | QNN | 70.138 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1002.622 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 46.225 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 70.138 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 61.004 ms | 5 - 116 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 46.521 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 61.192 ms | 80 - 80 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
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  ------------------------------------------------------------
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  DETR-ResNet50-DC5
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  Device : Samsung Galaxy S23 (13)
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+ Runtime : QNN
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+ Estimated inference time (ms) : 50.8
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+ Estimated peak memory usage (MB): [5, 33]
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+ Total # Ops : 827
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+ Compute Unit(s) : NPU (827 ops)
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  ```
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