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README.md
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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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| DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE |
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| DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 91.
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| DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE |
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| DETR-ResNet101-DC5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
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| DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE |
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| DETR-ResNet101-DC5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX |
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| DETR-ResNet101-DC5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 81.
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| DETR-ResNet101-DC5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE |
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| DETR-ResNet101-DC5 | SA8775 (Proxy) | SA8775P Proxy | TFLITE |
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| DETR-ResNet101-DC5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE |
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| DETR-ResNet101-DC5 | SA8295P ADP | SA8295P | TFLITE | 101.
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| DETR-ResNet101-DC5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE |
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| DETR-ResNet101-DC5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 70.
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@@ -111,8 +111,8 @@ Profiling Results
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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) :
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Estimated peak memory usage (MB): [0,
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Total # Ops : 857
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Compute Unit(s) : NPU (857 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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| DETR-ResNet101-DC5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 82.308 ms | 0 - 2 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 | ONNX | 91.771 ms | 0 - 127 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 | 64.494 ms | 0 - 549 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 | ONNX | 78.674 ms | 3 - 564 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 | 61.156 ms | 0 - 280 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 | ONNX | 68.166 ms | 1 - 322 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 81.845 ms | 0 - 3 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 | TFLITE | 81.266 ms | 0 - 2 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 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 81.245 ms | 0 - 3 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 | TFLITE | 82.208 ms | 0 - 3 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 | TFLITE | 101.051 ms | 0 - 232 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 | TFLITE | 95.907 ms | 0 - 485 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 X Elite CRD | Snapdragon® X Elite | ONNX | 70.091 ms | 119 - 119 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
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 82.3
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Estimated peak memory usage (MB): [0, 2]
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Total # Ops : 857
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Compute Unit(s) : NPU (857 ops)
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```
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