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Conditional-DETR-ResNet50

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +47 -47
  2. release_assets.json +8 -14
README.md CHANGED
@@ -27,11 +27,10 @@ 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 1.25.0 | [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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@@ -60,48 +59,49 @@ 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 | 8.314 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
107
  * The license for the original implementation of Conditional-DETR-ResNet50 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.56.0/conditional_detr_resnet50-onnx-float.zip)
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+ | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 9.271 ms | 208 - 208 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.456 ms | 145 - 145 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.015 ms | 5 - 447 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 38.966 ms | 5 - 363 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 20.235 ms | 0 - 134 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8450 | 38.966 ms | 5 - 363 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 11.159 ms | 3 - 317 MB | NPU
69
+ | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.222 ms | 3 - 317 MB | NPU
70
+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 29.627 ms | 5 - 50 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8750 | 11.159 ms | 3 - 317 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS7181 | 20.456 ms | 145 - 145 MB | NPU
73
+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 61.376 ms | 29 - 496 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 50.128 ms | 23 - 399 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 40.243 ms | 22 - 430 MB | NPU
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+ | Conditional-DETR-ResNet50 | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8750 | 50.128 ms | 23 - 399 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 10.061 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.446 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.969 ms | 0 - 401 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 44.743 ms | 5 - 348 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 | 98.031 ms | 2 - 310 MB | NPU
82
+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 23.172 ms | 5 - 6 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 | 44.743 ms | 5 - 348 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.593 ms | 5 - 319 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.255 ms | 0 - 262 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.894 ms | 5 - 337 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 98.031 ms | 2 - 310 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 36.633 ms | 7 - 13 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8750 | 11.593 ms | 5 - 319 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS7181 | 23.446 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 15.703 ms | 0 - 436 MB | NPU
92
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 45.955 ms | 0 - 371 MB | NPU
93
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 | 93.325 ms | 0 - 337 MB | NPU
94
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.077 ms | 0 - 3 MB | NPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 643.457 ms | 0 - 12 MB | CPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8650P | 643.457 ms | 0 - 12 MB | CPU
97
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8255P | 643.457 ms | 0 - 12 MB | CPU
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+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 | 45.955 ms | 0 - 371 MB | NPU
99
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.9 ms | 0 - 341 MB | NPU
100
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.62 ms | 0 - 289 MB | NPU
101
+ | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.257 ms | 0 - 355 MB | NPU
102
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 93.325 ms | 0 - 337 MB | NPU
103
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 33.33 ms | 0 - 93 MB | NPU
104
+ | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8750 | 11.9 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
@@ -1,44 +1,38 @@
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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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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.3"
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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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- "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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- },
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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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  }
 
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  {
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+ "version": "0.56.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qnn_dlc": {
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  "tool_versions": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.56.0/conditional_detr_resnet50-qnn_dlc-float.zip"
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.56.0/conditional_detr_resnet50-onnx-float.zip"
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  }
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  "w8a16_mixed_fp16": {
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  "universal_assets": {
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.56.0/conditional_detr_resnet50-onnx-w8a16_mixed_fp16.zip"
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  }
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  }
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  }