v0.34.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.
README.md
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[here](https://aihub.qualcomm.com/models/conditional_detr_resnet50).
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### Model Details
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- **Model Type:** Model_use_case.object_detection
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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| Conditional-DETR-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 117.
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| Conditional-DETR-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 100.381 ms | 2 - 140 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| Conditional-DETR-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 49.473 ms | 5 - 130 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 35.
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| Conditional-DETR-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 27.559 ms | 5 - 51 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 44.
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| Conditional-DETR-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 35.758 ms | 4 - 145 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 117.
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| Conditional-DETR-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 100.381 ms | 2 - 140 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 35.
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| Conditional-DETR-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 27.996 ms | 5 - 51 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 49.
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| Conditional-DETR-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 40.413 ms | 5 - 128 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 35.
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| Conditional-DETR-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 27.844 ms | 5 - 47 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 44.
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| Conditional-DETR-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 35.758 ms | 4 - 145 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 27.39 ms | 4 - 52 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 27.949 ms | 0 - 136 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 26.
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 20.628 ms | 5 - 148 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.561 ms | 5 - 217 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE |
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| Conditional-DETR-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 18.748 ms | 5 - 156 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.939 ms | 5 - 154 MB | 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 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 29.696 ms | 239 - 239 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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```bash
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python -m qai_hub_models.models.conditional_detr_resnet50.export
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```
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Profiling Results
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------------------------------------------------------------
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Conditional-DETR-ResNet50
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Device : cs_8275 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 117.8
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Estimated peak memory usage (MB): [0, 250]
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Total # Ops : 861
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Compute Unit(s) : npu (861 ops) gpu (0 ops) cpu (0 ops)
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```
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## How does this work?
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[here](https://aihub.qualcomm.com/models/conditional_detr_resnet50).
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### Model Details
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- **Model Type:** Model_use_case.object_detection
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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|---|---|---|---|---|---|---|---|---|
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| Conditional-DETR-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 117.799 ms | 0 - 250 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 100.381 ms | 2 - 140 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 44.127 ms | 0 - 239 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 49.473 ms | 5 - 130 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 35.224 ms | 0 - 25 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 27.559 ms | 5 - 51 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 44.429 ms | 0 - 250 MB | 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 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 35.758 ms | 4 - 145 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 117.799 ms | 0 - 250 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 100.381 ms | 2 - 140 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 35.232 ms | 0 - 30 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 27.996 ms | 5 - 51 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 49.55 ms | 0 - 227 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 40.413 ms | 5 - 128 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 35.091 ms | 0 - 25 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 27.844 ms | 5 - 47 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 44.429 ms | 0 - 250 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 35.758 ms | 4 - 145 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 36.002 ms | 0 - 28 MB | 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 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 27.39 ms | 4 - 52 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 27.949 ms | 0 - 136 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 26.504 ms | 0 - 266 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 20.628 ms | 5 - 148 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.561 ms | 5 - 217 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 25.488 ms | 0 - 250 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 18.748 ms | 5 - 156 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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| Conditional-DETR-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.939 ms | 5 - 154 MB | 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 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 29.696 ms | 239 - 239 MB | NPU | [Conditional-DETR-ResNet50.dlc](https://huggingface.co/qualcomm/Conditional-DETR-ResNet50/blob/main/Conditional-DETR-ResNet50.dlc) |
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```bash
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python -m qai_hub_models.models.conditional_detr_resnet50.export
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```
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## How does this work?
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precompiled/qualcomm-snapdragon-x-elite/Conditional-DETR-ResNet50.onnx.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:b200c9189bb00d94579f08dac053b57258f097ad007b7f34ac037ff5544ed497
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size 81910198
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precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml
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sdk_versions:
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qnn_context_binary:
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qairt: 2.34.2.250528164111_119506
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precompiled_qnn_onnx:
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qairt: 2.33.2.250410134701_117956
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