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DETR-ResNet101-DC5

Object Detection
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@@ -34,35 +34,23 @@ 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 | 55.766 ms | 0 - 35 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 | 54.139 ms | 5 - 7 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 | 65.505 ms | 1 - 333 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 | 41.701 ms | 0 - 218 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 | 40.024 ms | 5 - 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 | 48.381 ms | 5 - 204 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 | 38.966 ms | 0 - 205 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 | 40.257 ms | 13 - 166 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 42.698 ms | 5 - 174 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 | 1373.215 ms | 0 - 203 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 | 1370.327 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 56.061 ms | 0 - 36 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 | 54.025 ms | 7 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 78.316 ms | 0 - 165 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 | 75.583 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 55.64 ms | 0 - 34 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 | 53.491 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | TFLITE | 88.567 ms | 0 - 202 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 | 85.08 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1373.215 ms | 0 - 203 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 | 1370.327 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 55.62 ms | 0 - 34 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 | 54.051 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 88.567 ms | 0 - 202 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 | 85.08 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 70.205 ms | 0 - 176 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 | 73.158 ms | 5 - 112 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 53.233 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 67.327 ms | 117 - 117 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
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@@ -125,11 +113,11 @@ Profiling Results
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  ------------------------------------------------------------
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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) : 55.8
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- Estimated peak memory usage (MB): [0, 35]
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- Total # Ops : 873
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- Compute Unit(s) : NPU (873 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 | QNN | 58.185 ms | 5 - 40 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 | 65.786 ms | 1 - 333 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 | QNN | 43.108 ms | 0 - 152 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 | 48.258 ms | 5 - 205 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 | QNN | 40.182 ms | 5 - 157 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 37.042 ms | 5 - 173 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 | QNN | 1370.229 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 54.318 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | QNN | 75.619 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 54.242 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | SA8775P ADP | SA8775P | QNN | 85.077 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1370.229 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 53.279 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 85.077 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 72.525 ms | 5 - 114 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 53.346 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 67.335 ms | 117 - 117 MB | FP16 | NPU | [DETR-ResNet101-DC5.onnx](https://huggingface.co/qualcomm/DETR-ResNet101-DC5/blob/main/DETR-ResNet101-DC5.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
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  ------------------------------------------------------------
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  DETR-ResNet101-DC5
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  Device : Samsung Galaxy S23 (13)
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+ Runtime : QNN
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+ Estimated inference time (ms) : 58.2
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+ Estimated peak memory usage (MB): [5, 40]
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+ Total # Ops : 946
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+ Compute Unit(s) : NPU (946 ops)
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  ```
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