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‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/README.md

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## Host platform
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* OS version: Linux-6.11.0-1015-azure-x86_64-with-glibc2.34
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* OS version: Linux-6.11.0-1015-azure-x86_64-with-glibc2.39
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* CPU version: x86_64
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* Python version: 3.8.18 (default, Dec 12 2024, 19:15:30)
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[GCC 13.2.0]
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* Python version: 3.12.11 (main, Jun 4 2025, 04:14:08) [GCC 13.3.0]
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* MLC version: unknown
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## CM Run Command
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mlc rm cache -f
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mlc pull repo GATEOverflow@mlperf-automations --checkout=81b61cfd6fe1d811fad454a890813b4540c09bea
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mlc pull repo GATEOverflow@mlperf-automations --checkout=23b3d356b5e87286514538ed91c0fbd5fa252a33
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```
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`mAP`: `49.593`, Required accuracy for closed division `>= 37.1745`
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### Performance Results
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`Samples per second`: `0.422334`
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`Samples per second`: `0.421967`

‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/accuracy_console.out

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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/9689bd97555041108a1f44c52734fde2.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_4f1a333c
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_4f1a333c/annotations/openimages-mlperf.json
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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/65024ee445b1403daf1c52daae847184.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_db7630e8
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_db7630e8/annotations/openimages-mlperf.json
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Scenario: Offline
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Mode: AccuracyOnly
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Batch size: 1

‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/mlc-deps.mmd

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app-mlperf-inference,d775cac873ee4231_(_cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline_) --> get,mlcommons,inference,src,_branch.master
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get-mlperf-inference-utils,e341e5f86d8342e5 --> get,mlperf,inference,src,_branch.master
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app-mlperf-inference,d775cac873ee4231_(_cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline_) --> get,mlperf,inference,utils
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> get,sys-utils-cm
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> get,sys-utils-cm
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get-mlperf-inference-loadgen,64c3d98d0ba04950_(_wg-inference_) --> detect,os
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get-mlperf-inference-loadgen,64c3d98d0ba04950_(_wg-inference_) --> get,python3
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get-mlperf-inference-loadgen,64c3d98d0ba04950_(_wg-inference_) --> get,mlcommons,inference,src
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get-generic-python-lib,94b62a682bc44791_(_pip_) --> get,python3
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get-generic-python-lib,94b62a682bc44791_(_package.setuptools_) --> get,generic-python-lib,_pip
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get-mlperf-inference-loadgen,64c3d98d0ba04950_(_wg-inference_) --> get,generic-python-lib,_package.setuptools
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> get,mlcommons,inference,src,_branch.master
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> get,ml-model,retinanet,_onnx,_fp32
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> get,mlcommons,inference,src,_branch.master
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> get,ml-model,retinanet,_onnx,_fp32
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generate-mlperf-inference-user-conf,3af4475745964b93_(_wg-inference_) --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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generate-mlperf-inference-user-conf,3af4475745964b93_(_wg-inference_) --> detect,cpu
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generate-mlperf-inference-user-conf,3af4475745964b93_(_wg-inference_) --> get,python
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get-mlperf-inference-sut-configs,c2fbf72009e2445b --> get,cache,dir,_name.mlperf-inference-sut-configs
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generate-mlperf-inference-user-conf,3af4475745964b93_(_wg-inference_) --> get,sut,configs
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generate-mlperf-inference-user-conf,3af4475745964b93_(_wg-inference_) --> get,mlcommons,inference,src,_branch.master
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> generate,user-conf,mlperf,inference,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> generate,user-conf,mlperf,inference,_wg-inference
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detect-cpu,586c8a43320142f7 --> detect,os
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compile-program,c05042ba005a4bfa --> detect,cpu
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compile-program,c05042ba005a4bfa --> get,compiler,gcc
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detect-cpu,586c8a43320142f7 --> detect,os
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get-compiler-flags,31be8b74a69742f8 --> detect,cpu
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compile-program,c05042ba005a4bfa --> get,compiler-flags
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> compile,cpp-program
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> compile,cpp-program
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detect-cpu,586c8a43320142f7 --> detect,os
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benchmark-program,19f369ef47084895 --> detect,cpu
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benchmark-program-mlperf,cfff0132a8aa4018 --> benchmark-program,program
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_onnxruntime,_cpu,_retinanet_) --> benchmark-mlperf
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_retinanet,_onnxruntime_) --> benchmark-mlperf

‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/mlc-deps.png

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‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/mlc-version-info.json

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"script_tags": "detect-os,detect,os,info",
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"script_variations": "",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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},
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{
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"script_tags": "detect,cpu,detect-cpu,info",
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"script_variations": "",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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},
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{
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"script_tags": "get,sys-utils-cm,sys-utils-mlc",
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"script_variations": "",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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},
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{
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"script_tags": "get,loadgen,inference,inference-loadgen,mlperf,mlcommons",
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"script_variations": "wg-inference",
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"version": "master",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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{
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"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
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"script_variations": "branch.master",
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"version": "custom-git-fdac4dcc0bcae68ec29462bb80a68e54067ab7a9",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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"script_tags": "install,onnxruntime,get,prebuilt,lib,lang-c,lang-cpp",
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"script_variations": "cpu",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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{
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"script_tags": "get,dataset,openimages,open-images,object-detection,preprocessed",
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"script_variations": "validation,NCHW,50",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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{
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"script_tags": "get,ml-model,raw,resnext50,retinanet,object-detection",
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"script_variations": "onnx,fp32",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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"script_tags": "generate,mlperf,inference,user-conf,inference-user-conf",
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"script_variations": "wg-inference",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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"script_tags": "compile,program,c-program,cpp-program,compile-program,compile-c-program,compile-cpp-program",
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"script_variations": "",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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"script_tags": "mlperf,benchmark-mlperf",
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"script_variations": "",
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"version": "",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_onnxruntime,_cpu,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_offline,_retinanet,_onnxruntime )"
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}
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]

‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/os_info.json

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"MLC_HOST_PYTHON_BITS": "64",
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"MLC_HOST_SYSTEM_NAME": "pkrvmbietmlfzoi",
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"+PATH": [
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"/home/runner/MLC/repos/local/cache/install-python-src_26358a05/install/bin"
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"/home/runner/MLC/repos/local/cache/install-python-src_74160709/install/bin"
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]
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}

‎open/MLCommons/measurements/default-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline/performance_console.out

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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/2b2ac05c1ee843d6b37ef472964dae15.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_4f1a333c
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_4f1a333c/annotations/openimages-mlperf.json
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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/d01a4bcb772c4f20bd6312b917dd9394.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_db7630e8
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_db7630e8/annotations/openimages-mlperf.json
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Scenario: Offline
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Mode: PerformanceOnly
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Batch size: 1

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