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Conditional-DETR-ResNet50

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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +47 -40
  2. release_assets.json +14 -8
README.md CHANGED
@@ -27,10 +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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/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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@@ -59,42 +60,48 @@ 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® 8 Elite Gen 5 Mobile | 8.254 ms | 5 - 334 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 11.046 ms | 3 - 329 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 9.311 ms | 82 - 82 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.279 ms | 81 - 81 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.279 ms | 81 - 81 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.036 ms | 0 - 459 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.047 ms | 0 - 95 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.046 ms | 3 - 329 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 30.052 ms | 5 - 12 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.144 ms | 5 - 353 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 14.834 ms | 0 - 339 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 12.818 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 25.945 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 25.945 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.833 ms | 5 - 471 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.355 ms | 5 - 421 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 35.321 ms | 1 - 349 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 35.321 ms | 1 - 349 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 35.321 ms | 1 - 349 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 103.025 ms | 1 - 345 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 38.483 ms | 0 - 300 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.834 ms | 0 - 339 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 41.944 ms | 5 - 11 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 50.843 ms | 3 - 409 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.992 ms | 0 - 350 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.798 ms | 0 - 341 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.331 ms | 0 - 431 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.546 ms | 0 - 3 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.699 ms | 0 - 370 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.699 ms | 0 - 370 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.699 ms | 0 - 370 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 92.873 ms | 0 - 335 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.343 ms | 0 - 283 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.798 ms | 0 - 341 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 33.126 ms | 0 - 93 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 41.873 ms | 0 - 375 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 |
29
  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-onnx-float.zip)
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+ | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-onnx-w8a16_mixed_fp16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16_mixed_fp16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-qnn_dlc-w8a16_mixed_fp16.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/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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60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.314 ms | 5 - 359 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 9.356 ms | 207 - 207 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.272 ms | 155 - 155 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.933 ms | 5 - 465 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.289 ms | 0 - 95 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.075 ms | 0 - 330 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 30.487 ms | 5 - 50 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8750 | 11.075 ms | 0 - 330 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS7181 | 20.272 ms | 155 - 155 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 25.573 ms | 13 - 420 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 45.233 ms | 17 - 521 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 33.978 ms | 6 - 388 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8750 | 33.978 ms | 6 - 388 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.864 ms | 5 - 332 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 9.998 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.375 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.104 ms | 0 - 397 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 | 98.019 ms | 1 - 309 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.045 ms | 5 - 405 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 32.186 ms | 2 - 309 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8650P | 32.186 ms | 2 - 309 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8255P | 32.186 ms | 2 - 309 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 44.951 ms | 3 - 348 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 98.019 ms | 1 - 309 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.293 ms | 0 - 262 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.607 ms | 0 - 316 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 36.588 ms | 5 - 11 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 11.607 ms | 0 - 316 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 23.375 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.224 ms | 0 - 353 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 15.686 ms | 0 - 435 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 | 93.293 ms | 0 - 337 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.049 ms | 0 - 3 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.979 ms | 0 - 368 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8650P | 29.979 ms | 0 - 368 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8255P | 29.979 ms | 0 - 368 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 46.477 ms | 0 - 376 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 93.293 ms | 0 - 337 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.651 ms | 0 - 290 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.927 ms | 0 - 341 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 33.178 ms | 0 - 93 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8750 | 11.927 ms | 0 - 341 MB | NPU
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  ## License
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  * The license for the original implementation of Conditional-DETR-ResNet50 can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,31 +8,37 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-onnx-float.zip"
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  }
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  }
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  },
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- "w8a16": {
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  "universal_assets": {
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.54.0/conditional_detr_resnet50-onnx-w8a16.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.55.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-onnx-float.zip"
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  }
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  }
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  },
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+ "w8a16_mixed_fp16": {
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  "universal_assets": {
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-qnn_dlc-w8a16_mixed_fp16.zip"
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.55.0/conditional_detr_resnet50-onnx-w8a16_mixed_fp16.zip"
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  }
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  }
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  }