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Conditional-DETR-ResNet50

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +32 -31
  2. release_assets.json +29 -1
README.md CHANGED
@@ -27,8 +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/v0.50.2/conditional_detr_resnet50-onnx-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.50.2/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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@@ -57,35 +58,35 @@ 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® 8 Elite Gen 5 Mobile | 8.357 ms | 5 - 406 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X2 Elite | 8.912 ms | 82 - 82 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® X Elite | 19.876 ms | 81 - 81 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 14.891 ms | 1 - 481 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 19.668 ms | 0 - 102 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Qualcomm® QCS9075 | 30.981 ms | 5 - 12 MB | NPU
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- | Conditional-DETR-ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.967 ms | 2 - 398 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.814 ms | 5 - 349 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 10.415 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 23.144 ms | 5 - 5 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.814 ms | 4 - 433 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 97.937 ms | 0 - 325 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 22.691 ms | 5 - 7 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 32.012 ms | 1 - 325 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 33.443 ms | 5 - 11 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 46.136 ms | 4 - 373 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 97.937 ms | 0 - 325 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 34.259 ms | 0 - 281 MB | NPU
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- | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.561 ms | 5 - 341 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.293 ms | 0 - 379 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.896 ms | 0 - 464 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 92.822 ms | 0 - 364 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 22.434 ms | 0 - 3 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8775P | 30.179 ms | 0 - 422 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 33.573 ms | 0 - 93 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 46.043 ms | 0 - 404 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA7255P | 92.822 ms | 0 - 364 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Qualcomm® SA8295P | 34.37 ms | 0 - 311 MB | NPU
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- | Conditional-DETR-ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.885 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.51.0/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/v0.51.0/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/v0.51.0/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
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
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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 | 12.573 ms | 5 - 351 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 13.005 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 26.618 ms | 5 - 5 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 20.279 ms | 5 - 470 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 103.61 ms | 1 - 350 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 26.615 ms | 5 - 7 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 36.005 ms | 1 - 346 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 42.694 ms | 5 - 11 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 52.133 ms | 4 - 418 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 103.61 ms | 1 - 350 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 38.991 ms | 0 - 304 MB | NPU
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+ | Conditional-DETR-ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.714 ms | 5 - 345 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
release_assets.json CHANGED
@@ -1 +1,29 @@
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- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.50.2/conditional_detr_resnet50-onnx-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/conditional_detr_resnet50/releases/v0.50.2/conditional_detr_resnet50-tflite-float.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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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/v0.51.0/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/v0.51.0/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/v0.51.0/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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+ }