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DETR-ResNet101

Object Detection
PyTorch
TF Lite
ONNX
android
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@@ -34,19 +34,19 @@ 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 | 15.088 ms | 0 - 4 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 | ONNX | 16.079 ms | 0 - 127 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 | 10.862 ms | 0 - 304 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 | ONNX | 11.779 ms | 2 - 274 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 | 8.853 ms | 0 - 116 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 | ONNX | 11.432 ms | 1 - 116 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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- | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 15.02 ms | 0 - 3 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 | TFLITE | 15.032 ms | 0 - 2 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 15.322 ms | 0 - 2 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 | TFLITE | 15.089 ms | 0 - 2 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 | TFLITE | 23.983 ms | 0 - 70 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 | TFLITE | 21.096 ms | 0 - 244 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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- | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.523 ms | 116 - 116 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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@@ -111,8 +111,8 @@ 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) : 15.1
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- Estimated peak memory usage (MB): [0, 4]
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  Total # Ops : 856
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  Compute Unit(s) : NPU (856 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 15.217 ms | 0 - 3 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 | ONNX | 15.976 ms | 0 - 128 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 | 10.866 ms | 0 - 305 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 | ONNX | 11.807 ms | 0 - 268 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 | 10.553 ms | 0 - 116 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 | ONNX | 11.396 ms | 1 - 118 MB | FP16 | NPU | [DETR-ResNet101.onnx](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.onnx) |
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+ | DETR-ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 15.088 ms | 0 - 2 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 | TFLITE | 15.335 ms | 0 - 3 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 15.154 ms | 0 - 2 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 | TFLITE | 15.232 ms | 0 - 2 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 | TFLITE | 23.914 ms | 0 - 71 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 | TFLITE | 21.134 ms | 0 - 244 MB | FP16 | NPU | [DETR-ResNet101.tflite](https://huggingface.co/qualcomm/DETR-ResNet101/blob/main/DETR-ResNet101.tflite) |
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+ | DETR-ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.418 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) : 15.2
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+ Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 856
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  Compute Unit(s) : NPU (856 ops)
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  ```