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DETR-ResNet101-DC5

Object Detection
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android
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@@ -1,9 +1,9 @@
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  ---
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  library_name: pytorch
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  license: apache-2.0
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- pipeline_tag: object-detection
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  tags:
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  - android
 
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  ---
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@@ -34,31 +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 | 91.879 ms | 0 - 50 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 | 94.955 ms | 2 - 52 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 | 86.954 ms | 1 - 284 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 | 65.27 ms | 0 - 163 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 | 66.497 ms | 3 - 165 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 | 58.211 ms | 3 - 203 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 | 61.802 ms | 6 - 178 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 | 63.409 ms | 3 - 176 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 49.924 ms | 3 - 190 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 84.12 ms | 0 - 50 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 | 100.905 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA7255P ADP | SA7255P | TFLITE | 872.58 ms | 0 - 173 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 | 869.722 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 91.075 ms | 0 - 55 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 | 102.876 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 102.875 ms | 0 - 143 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 | 83.3 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 90.909 ms | 0 - 53 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 | 101.417 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | TFLITE | 108.345 ms | 0 - 173 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 | 107.23 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 108.662 ms | 0 - 140 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 | 109.016 ms | 0 - 140 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 80.224 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 69.623 ms | 121 - 121 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
 
 
 
 
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@@ -122,8 +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) : 91.9
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- Estimated peak memory usage (MB): [0, 50]
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  Total # Ops : 857
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  Compute Unit(s) : NPU (857 ops)
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  ```
 
1
  ---
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  library_name: pytorch
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  license: apache-2.0
 
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  tags:
5
  - android
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+ pipeline_tag: object-detection
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8
  ---
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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 | 92.853 ms | 0 - 53 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 | 100.497 ms | 5 - 8 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 | 80.405 ms | 0 - 350 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 | 64.669 ms | 0 - 161 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 | 73.661 ms | 3 - 18 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 | 56.342 ms | 3 - 202 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 | 62.091 ms | 8 - 180 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 | 55.288 ms | 3 - 175 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 49.884 ms | 5 - 193 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 | 872.338 ms | 0 - 173 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 | 868.13 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 92.764 ms | 0 - 56 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 | 89.495 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 103.184 ms | 0 - 143 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 | 83.407 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 92.283 ms | 0 - 41 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 | 92.948 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | TFLITE | 108.438 ms | 0 - 172 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 | 107.199 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 872.338 ms | 0 - 173 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 | 868.13 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 89.489 ms | 0 - 52 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 | 101.142 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 108.438 ms | 0 - 172 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 | 107.199 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 98.7 ms | 0 - 135 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 | 106.976 ms | 0 - 140 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 79.839 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 70.449 ms | 121 - 121 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) : 92.9
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+ Estimated peak memory usage (MB): [0, 53]
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  Total # Ops : 857
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  Compute Unit(s) : NPU (857 ops)
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  ```