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Conditional-DETR-ResNet50

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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 +34 -30
README.md CHANGED
@@ -27,9 +27,11 @@ 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/conditional_detr_resnet50/releases/v0.46.0/conditional_detr_resnet50-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/conditional_detr_resnet50/releases/v0.46.0/conditional_detr_resnet50-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/conditional_detr_resnet50/releases/v0.46.0/conditional_detr_resnet50-tflite-float.zip)
 
 
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  For more device-specific assets and performance metrics, visit **[Conditional-DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/conditional_detr_resnet50)**.
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@@ -58,33 +60,35 @@ See our repository for [Conditional-DETR-ResNet50 on GitHub](https://github.com/
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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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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 21.551 ms | 83 - 83 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.521 ms | 0 - 379 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 21.561 ms | 0 - 94 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 33.407 ms | 4 - 12 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.775 ms | 0 - 283 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.926 ms | 0 - 276 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.12 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.723 ms | 3 - 436 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 98.38 ms | 0 - 326 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.964 ms | 5 - 7 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 145.739 ms | 1 - 327 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 37.338 ms | 7 - 13 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 46.462 ms | 4 - 372 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 98.38 ms | 0 - 326 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.708 ms | 0 - 279 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.53 ms | 5 - 342 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.878 ms | 5 - 348 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.973 ms | 24 - 495 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 92.649 ms | 0 - 367 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.1 ms | 0 - 3 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.851 ms | 0 - 426 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 33.136 ms | 0 - 93 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 45.579 ms | 0 - 407 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 92.649 ms | 0 - 367 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.871 ms | 0 - 316 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.897 ms | 0 - 361 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.205 ms | 0 - 462 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of Conditional-DETR-ResNet50 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/conditional_detr_resnet50/releases/v0.47.0/conditional_detr_resnet50-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.47.0/conditional_detr_resnet50-onnx-w8a16.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/conditional_detr_resnet50/releases/v0.47.0/conditional_detr_resnet50-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.47.0/conditional_detr_resnet50-qnn_dlc-w8a16.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/conditional_detr_resnet50/releases/v0.47.0/conditional_detr_resnet50-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Conditional-DETR-ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/conditional_detr_resnet50)**.
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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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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 19.947 ms | 81 - 81 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.9 ms | 0 - 483 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 19.711 ms | 0 - 95 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 30.305 ms | 5 - 12 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.03 ms | 4 - 397 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.401 ms | 5 - 405 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 8.902 ms | 82 - 82 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.157 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.79 ms | 0 - 428 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 98.036 ms | 1 - 327 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.728 ms | 5 - 8 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 32.054 ms | 0 - 325 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 36.985 ms | 5 - 11 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 46.556 ms | 3 - 372 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 98.036 ms | 1 - 327 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.228 ms | 0 - 281 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.57 ms | 5 - 341 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.777 ms | 5 - 347 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 10.299 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.962 ms | 0 - 463 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 92.723 ms | 0 - 363 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.327 ms | 0 - 3 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 138.15 ms | 0 - 421 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 33.268 ms | 0 - 93 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 45.381 ms | 0 - 405 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 92.723 ms | 0 - 363 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.397 ms | 0 - 310 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.883 ms | 0 - 368 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.301 ms | 0 - 378 MB | NPU
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  ## License
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  * The license for the original implementation of Conditional-DETR-ResNet50 can be found