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DETR-ResNet101-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-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 81.076 ms | 0 - 147 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 67.229 ms | 3 - 5 MB | FP16 | NPU | [DETR-ResNet101-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.so) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 84.412 ms | 1 - 411 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 59.026 ms | 0 - 701 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 48.455 ms | 3 - 23 MB | FP16 | NPU | [DETR-ResNet101-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.so) |
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- | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 60.4 ms | 3 - 642 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 53.296 ms | 0 - 689 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 48.716 ms | 3 - 637 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 50.024 ms | 3 - 632 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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- | DETR-ResNet101-DC5 | SA7255P ADP | SA7255P | TFLITE | 856.184 ms | 0 - 691 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA7255P ADP | SA7255P | QNN | 830.919 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 81.284 ms | 0 - 147 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 68.314 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 85.905 ms | 0 - 662 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | QNN | 76.852 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 79.728 ms | 0 - 149 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 67.015 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | TFLITE | 88.481 ms | 0 - 691 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | QNN | 77.489 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 856.184 ms | 0 - 691 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 830.919 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 81.792 ms | 0 - 146 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 67.721 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 88.481 ms | 0 - 691 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 77.489 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 92.932 ms | 0 - 688 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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- | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 91.578 ms | 0 - 608 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 54.368 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 71.11 ms | 128 - 128 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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@@ -126,8 +126,8 @@ Profiling Results
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  DETR-ResNet101-DC5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 81.1
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- Estimated peak memory usage (MB): [0, 147]
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  Total # Ops : 857
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  Compute Unit(s) : NPU (857 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-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 82.489 ms | 0 - 155 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 66.2 ms | 3 - 5 MB | FP16 | NPU | [DETR-ResNet101-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.so) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 83.185 ms | 1 - 411 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 57.613 ms | 0 - 698 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 49.547 ms | 3 - 21 MB | FP16 | NPU | [DETR-ResNet101-DC5.so](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.so) |
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+ | DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 59.641 ms | 2 - 642 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 50.013 ms | 0 - 693 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 53.84 ms | 0 - 638 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 55.26 ms | 3 - 633 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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+ | DETR-ResNet101-DC5 | SA7255P ADP | SA7255P | TFLITE | 851.543 ms | 0 - 690 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA7255P ADP | SA7255P | QNN | 827.894 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 81.3 ms | 2 - 149 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 66.162 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 84.38 ms | 0 - 662 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | QNN | 75.147 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 80.118 ms | 0 - 148 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 60.363 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | TFLITE | 85.978 ms | 0 - 690 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | QNN | 75.561 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 851.543 ms | 0 - 690 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 827.894 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 69.235 ms | 0 - 145 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 63.726 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 85.978 ms | 0 - 690 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 75.561 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 105.431 ms | 0 - 681 MB | FP16 | NPU | [DETR-ResNet101-DC5.tflite](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.tflite) |
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+ | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 93.348 ms | 3 - 615 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 52.937 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 66.719 ms | 129 - 129 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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  DETR-ResNet101-DC5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 82.5
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+ Estimated peak memory usage (MB): [0, 155]
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  Total # Ops : 857
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  Compute Unit(s) : NPU (857 ops)
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  ```