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Conditional-DETR-ResNet50

Object Detection
PyTorch
LiteRT
ONNX
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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@@ -34,30 +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 | 21.798 ms | 0 - 23 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 | 22.449 ms | 3 - 25 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 | 19.23 ms | 0 - 213 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 | 16.492 ms | 0 - 79 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 | 16.702 ms | 3 - 75 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 | 14.627 ms | 3 - 112 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 | 14.996 ms | 0 - 79 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 | 15.164 ms | 3 - 81 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.193 ms | 3 - 84 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.1 ms | 0 - 23 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 | 17.605 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA7255P ADP | SA7255P | TFLITE | 349.833 ms | 0 - 76 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 | 346.829 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 22.134 ms | 0 - 22 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 | 17.64 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 29.676 ms | 0 - 63 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 | 24.055 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 22.155 ms | 0 - 23 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 | 17.844 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 31.52 ms | 0 - 76 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 | TFLITE | 26.255 ms | 0 - 65 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 | 26.86 ms | 3 - 65 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.169 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.53 ms | 83 - 83 MB | FP16 | NPU | [Conditional-DETR-ResNet50.onnx](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.onnx) |
 
 
 
 
 
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@@ -121,7 +126,7 @@ 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) : 21.8
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  Estimated peak memory usage (MB): [0, 23]
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  Total # Ops : 843
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  Compute Unit(s) : NPU (843 ops)
 
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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  ---
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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 | 22.199 ms | 0 - 23 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 | 17.468 ms | 3 - 5 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 | 19.941 ms | 1 - 218 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 | 16.707 ms | 0 - 77 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 | 12.987 ms | 3 - 22 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 | 15.139 ms | 3 - 108 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 | 13.04 ms | 0 - 77 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 | 15.18 ms | 3 - 81 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.617 ms | 3 - 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 | SA7255P ADP | SA7255P | TFLITE | 349.667 ms | 0 - 75 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 | 346.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 21.948 ms | 0 - 23 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 | 17.552 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8295P ADP | SA8295P | TFLITE | 29.79 ms | 0 - 61 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 | 24.084 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.962 ms | 0 - 23 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 | 17.621 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | SA8775P ADP | SA8775P | TFLITE | 31.668 ms | 0 - 75 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 | 25.564 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 349.667 ms | 0 - 75 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 | 346.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 22.169 ms | 0 - 23 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 | 17.589 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 31.668 ms | 0 - 75 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 | 25.564 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 27.259 ms | 0 - 62 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 | 26.975 ms | 3 - 62 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.36 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Conditional-DETR-ResNet50 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 20.638 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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  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) : 22.2
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  Estimated peak memory usage (MB): [0, 23]
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  Total # Ops : 843
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  Compute Unit(s) : NPU (843 ops)