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DETR-ResNet101

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +32 -30
README.md CHANGED
@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.46.0/detr_resnet101-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.46.0/detr_resnet101-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.46.0/detr_resnet101-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet101)**.
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@@ -59,33 +59,35 @@ See our repository for [DETR-ResNet101 on GitHub](https://github.com/quic/ai-hub
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | DETR-ResNet101 | ONNX | float | Snapdragon® X Elite | 24.803 ms | 115 - 115 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 18.062 ms | 1 - 451 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 24.774 ms | 0 - 3 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Qualcomm® QCS9075 | 41.363 ms | 5 - 12 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.941 ms | 1 - 332 MB | NPU
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- | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.12 ms | 5 - 278 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 27.117 ms | 5 - 5 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.81 ms | 5 - 471 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 138.374 ms | 1 - 335 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.71 ms | 5 - 7 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 41.241 ms | 0 - 334 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 46.187 ms | 5 - 11 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 56.534 ms | 2 - 364 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 138.374 ms | 1 - 335 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 43.987 ms | 0 - 251 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.805 ms | 1 - 342 MB | NPU
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- | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.74 ms | 5 - 361 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.793 ms | 0 - 537 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 138.24 ms | 0 - 403 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 26.657 ms | 0 - 3 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.124 ms | 0 - 400 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 41.507 ms | 0 - 125 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 54.877 ms | 0 - 420 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA7255P | 138.24 ms | 0 - 403 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8295P | 43.769 ms | 0 - 307 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.264 ms | 0 - 411 MB | NPU
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- | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.203 ms | 0 - 426 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of DETR-ResNet101 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.47.0/detr_resnet101-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.47.0/detr_resnet101-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detr_resnet101/releases/v0.47.0/detr_resnet101-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[DETR-ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detr_resnet101)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® X Elite | 24.857 ms | 114 - 114 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 18.645 ms | 1 - 523 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 24.744 ms | 5 - 10 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Qualcomm® QCS9075 | 39.664 ms | 5 - 12 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.662 ms | 0 - 357 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.801 ms | 5 - 359 MB | NPU
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+ | DETR-ResNet101 | ONNX | float | Snapdragon® X2 Elite | 12.832 ms | 115 - 115 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 27.183 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.902 ms | 1 - 466 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 138.112 ms | 1 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.98 ms | 5 - 191 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 41.291 ms | 1 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 46.011 ms | 5 - 11 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 56.597 ms | 2 - 366 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 138.112 ms | 1 - 336 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 43.601 ms | 0 - 251 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.985 ms | 5 - 344 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.786 ms | 5 - 358 MB | NPU
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+ | DETR-ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 13.382 ms | 5 - 5 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.717 ms | 0 - 528 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 137.851 ms | 0 - 396 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 26.948 ms | 0 - 3 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8775P | 41.163 ms | 0 - 395 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 41.608 ms | 0 - 125 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 56.108 ms | 3 - 420 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA7255P | 137.851 ms | 0 - 396 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Qualcomm® SA8295P | 43.414 ms | 0 - 307 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.184 ms | 0 - 404 MB | NPU
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+ | DETR-ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.264 ms | 0 - 416 MB | NPU
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  ## License
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  * The license for the original implementation of DETR-ResNet101 can be found