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Conditional-DETR-ResNet50

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -32
  2. release_assets.json +5 -5
README.md CHANGED
@@ -27,9 +27,9 @@ 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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.52.0/conditional_detr_resnet50-onnx-float.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/v0.52.0/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/v0.52.0/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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@@ -58,35 +58,44 @@ 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 | 8.462 ms | 5 - 352 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 9.558 ms | 82 - 82 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 20.285 ms | 81 - 81 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.0 ms | 2 - 491 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 19.94 ms | 0 - 98 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 31.801 ms | 4 - 12 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.679 ms | 0 - 407 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.479 ms | 5 - 351 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 12.921 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 26.642 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 20.254 ms | 5 - 473 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 103.593 ms | 2 - 350 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 27.085 ms | 5 - 7 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 36.026 ms | 2 - 347 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 43.442 ms | 5 - 11 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 52.051 ms | 3 - 418 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 103.593 ms | 2 - 350 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 39.009 ms | 0 - 304 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.473 ms | 5 - 347 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.909 ms | 0 - 350 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.07 ms | 0 - 428 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 92.185 ms | 0 - 334 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.187 ms | 0 - 3 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 29.475 ms | 0 - 373 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 32.893 ms | 0 - 93 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 45.288 ms | 0 - 373 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 92.185 ms | 0 - 334 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.061 ms | 0 - 284 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.661 ms | 0 - 346 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
  |---|---|---|---|---|
30
+ | 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/v0.53.0/conditional_detr_resnet50-onnx-float.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/v0.53.0/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/v0.53.0/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
60
  |---|---|---|---|---|---|---
61
+ | 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 | Qualcomm® QCS9075 | 30.052 ms | 5 - 12 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 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.099 ms | 5 - 354 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 14.941 ms | 5 - 345 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 12.595 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 25.957 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 25.957 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 20.045 ms | 5 - 472 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 102.975 ms | 1 - 345 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.568 ms | 5 - 374 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 35.42 ms | 1 - 347 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 35.42 ms | 1 - 347 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 35.42 ms | 1 - 347 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 41.972 ms | 5 - 11 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 50.03 ms | 5 - 413 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 102.975 ms | 1 - 345 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 38.499 ms | 1 - 302 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.941 ms | 5 - 345 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® QCS8275 (Proxy) | 92.873 ms | 0 - 335 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® 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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+ | 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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  ## License
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  * The license for the original implementation of Conditional-DETR-ResNet50 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
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- "version": "0.52.0",
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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": "1.4.2"
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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/v0.52.0/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/v0.52.0/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/v0.52.0/conditional_detr_resnet50-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.53.0",
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  "precisions": {
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  "float": {
5
  "universal_assets": {
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  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "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/v0.53.0/conditional_detr_resnet50-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
15
  "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/v0.53.0/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/v0.53.0/conditional_detr_resnet50-onnx-float.zip"
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  }
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  }
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  }