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DETR-ResNet101

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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.496 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 13.819 ms | 3 - 5 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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- | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.774 ms | 1 - 335 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.478 ms | 0 - 194 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 9.789 ms | 3 - 21 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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- | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.552 ms | 3 - 137 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 9.442 ms | 0 - 170 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 9.723 ms | 3 - 119 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 11.252 ms | 3 - 113 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | SA7255P ADP | SA7255P | TFLITE | 542.439 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA7255P ADP | SA7255P | QNN | 543.849 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 13.561 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 13.712 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8295P ADP | SA8295P | TFLITE | 22.662 ms | 0 - 144 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8295P ADP | SA8295P | QNN | 22.825 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 13.496 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 13.904 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | SA8775P ADP | SA8775P | TFLITE | 26.14 ms | 0 - 170 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8775P ADP | SA8775P | QNN | 25.764 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 542.439 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 543.849 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 13.514 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 13.668 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 26.14 ms | 0 - 170 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 25.764 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 19.66 ms | 0 - 165 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 20.15 ms | 3 - 103 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.927 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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- | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.122 ms | 116 - 116 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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@@ -126,7 +126,7 @@ Profiling Results
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  DETR-ResNet101
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 13.5
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  Estimated peak memory usage (MB): [0, 25]
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  Total # Ops : 856
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  Compute Unit(s) : NPU (856 ops)
 
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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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.381 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 14.397 ms | 3 - 5 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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+ | DETR-ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.816 ms | 1 - 332 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.484 ms | 0 - 193 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 9.306 ms | 3 - 21 MB | FP16 | NPU | [DETR-ResNet101.so](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.so) |
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+ | DETR-ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.146 ms | 28 - 164 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 9.391 ms | 0 - 169 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.741 ms | 3 - 120 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.444 ms | 3 - 112 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | SA7255P ADP | SA7255P | TFLITE | 542.135 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA7255P ADP | SA7255P | QNN | 543.053 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 13.487 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 13.827 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8295P ADP | SA8295P | TFLITE | 22.227 ms | 0 - 145 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8295P ADP | SA8295P | QNN | 22.667 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 13.424 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 13.872 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | SA8775P ADP | SA8775P | TFLITE | 26.034 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8775P ADP | SA8775P | QNN | 25.272 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 542.135 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 543.053 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 13.368 ms | 0 - 25 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 13.834 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 26.034 ms | 0 - 171 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 25.272 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 19.527 ms | 0 - 169 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 20.236 ms | 3 - 106 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.854 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
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+ | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.042 ms | 116 - 116 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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  DETR-ResNet101
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 13.4
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  Estimated peak memory usage (MB): [0, 25]
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  Total # Ops : 856
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  Compute Unit(s) : NPU (856 ops)