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DETR-ResNet50-DC5

Object Detection
PyTorch
TF Lite
ONNX
android
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@@ -34,20 +34,31 @@ 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 | 84.968 ms | 0 - 46 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 | ONNX | 70.957 ms | 0 - 96 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 | 60.654 ms | 0 - 148 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 | ONNX | 53.404 ms | 3 - 476 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 | 49.391 ms | 0 - 155 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 | ONNX | 44.861 ms | 0 - 269 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 85.054 ms | 0 - 51 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 | TFLITE | 631.553 ms | 0 - 155 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 | TFLITE | 84.991 ms | 0 - 45 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 | TFLITE | 94.835 ms | 0 - 137 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 | TFLITE | 86.776 ms | 0 - 54 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 | TFLITE | 95.923 ms | 0 - 154 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 | TFLITE | 98.287 ms | 0 - 135 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 X Elite CRD | Snapdragon® X Elite | ONNX | 65.507 ms | 83 - 83 MB | FP16 | NPU | [DETR-ResNet50-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet50-DC5/blob/main/DETR-ResNet50-DC5.onnx) |
 
 
 
 
 
 
 
 
 
 
 
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@@ -112,8 +123,8 @@ Profiling Results
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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) : 85.0
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- Estimated peak memory usage (MB): [0, 46]
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  Total # Ops : 789
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  Compute Unit(s) : NPU (789 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 | TFLITE | 84.142 ms | 0 - 45 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 | 86.212 ms | 3 - 43 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 | 67.202 ms | 0 - 96 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 | 60.393 ms | 0 - 151 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 | 61.378 ms | 3 - 152 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 | 53.233 ms | 1 - 476 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 | 55.84 ms | 0 - 154 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 | 49.906 ms | 3 - 157 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 42.028 ms | 3 - 271 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 84.918 ms | 0 - 41 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 | 98.689 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA7255P ADP | SA7255P | TFLITE | 631.836 ms | 0 - 154 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 | 630.971 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 85.06 ms | 0 - 45 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 | 99.867 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8295P ADP | SA8295P | TFLITE | 94.96 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 | 75.536 ms | 3 - 8 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 84.981 ms | 0 - 45 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 | 96.967 ms | 3 - 4 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | SA8775P ADP | SA8775P | TFLITE | 95.753 ms | 0 - 154 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 | 98.506 ms | 3 - 9 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 96.967 ms | 0 - 134 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 | 95.163 ms | 0 - 132 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 76.074 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet50-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.523 ms | 83 - 83 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
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 84.1
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+ Estimated peak memory usage (MB): [0, 45]
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  Total # Ops : 789
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  Compute Unit(s) : NPU (789 ops)
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  ```