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DETR-ResNet101

Object Detection
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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-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 21.22 ms | 0 - 26 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 20.631 ms | 5 - 7 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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- | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 24.225 ms | 1 - 288 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 15.422 ms | 0 - 192 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 14.934 ms | 5 - 23 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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- | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 17.965 ms | 5 - 155 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.876 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 13.169 ms | 3 - 122 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 14.861 ms | 5 - 129 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | SA7255P ADP | SA7255P | TFLITE | 893.472 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA7255P ADP | SA7255P | QNN | 893.671 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 21.147 ms | 0 - 32 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 20.597 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8295P ADP | SA8295P | TFLITE | 35.8 ms | 0 - 135 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8295P ADP | SA8295P | QNN | 36.344 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.15 ms | 0 - 34 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 20.521 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8775P ADP | SA8775P | TFLITE | 41.604 ms | 0 - 174 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8775P ADP | SA8775P | QNN | 40.613 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 893.472 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 893.671 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 21.169 ms | 0 - 29 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 20.673 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 41.604 ms | 0 - 174 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 40.613 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 31.394 ms | 0 - 157 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 32.296 ms | 5 - 91 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 21.209 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 25.805 ms | 115 - 115 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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@@ -127,7 +127,7 @@ DETR-ResNet101
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 21.2
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- Estimated peak memory usage (MB): [0, 26]
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  Total # Ops : 872
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  Compute Unit(s) : NPU (872 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-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 21.231 ms | 0 - 28 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22.003 ms | 5 - 33 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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+ | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 24.236 ms | 1 - 280 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 15.387 ms | 0 - 191 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 16.035 ms | 5 - 126 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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+ | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 17.867 ms | 3 - 150 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.867 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 13.167 ms | 5 - 126 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 17.406 ms | 5 - 131 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | SA7255P ADP | SA7255P | TFLITE | 893.482 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA7255P ADP | SA7255P | QNN | 893.695 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 21.352 ms | 0 - 26 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 20.76 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8295P ADP | SA8295P | TFLITE | 35.872 ms | 0 - 135 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8295P ADP | SA8295P | QNN | 36.388 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.07 ms | 0 - 28 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 20.875 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8775P ADP | SA8775P | TFLITE | 41.629 ms | 0 - 174 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8775P ADP | SA8775P | QNN | 40.575 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 893.482 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 893.695 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 21.226 ms | 0 - 27 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 20.539 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 41.629 ms | 0 - 174 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 40.575 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 31.459 ms | 0 - 157 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 32.163 ms | 5 - 95 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 21.267 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 25.788 ms | 115 - 115 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 21.2
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+ Estimated peak memory usage (MB): [0, 28]
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  Total # Ops : 872
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  Compute Unit(s) : NPU (872 ops)
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  ```