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

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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
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|-----------|------------|------------|--------------|-------------------|
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| retinanet | offline | 49.593 | 0.421 | - |
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| retinanet | offline | 49.593 | 0.422 | - |

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

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mlc rm cache -f
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mlc pull repo mlcommons@mlperf-automations --checkout=73648587dfaef66f436c5daad6ba24bcdad1d4ac
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mlc pull repo mlcommons@mlperf-automations --checkout=d120151e5dbfde1b77fd9270becc4668d7b95cdd
2020

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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`: `0.421156`
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`Samples per second`: `0.422098`

‎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/mlcommons@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/aaa4142d9b034352be8384c308856749.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_ce6ebbae
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_ce6ebbae/annotations/openimages-mlperf.json
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User Conf path: /home/runner/MLC/repos/mlcommons@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/caf68f0684e84d8fb253861f1de5548d.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_a9c8f632
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_a9c8f632/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
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get-mlperf-inference-utils,e341e5f86d8342e5 --> get,mlperf,inference,src
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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_(_onnxruntime,_retinanet,_cpu,_offline_) --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> get,sys-utils-mlc
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> get,sys-utils-mlc
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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_(_onnxruntime,_retinanet,_cpu,_offline_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> get,mlcommons,inference,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> get,ml-model,retinanet,_onnx,_fp32
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> get,mlcommons,inference,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> 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
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_onnxruntime,_retinanet,_cpu,_offline_) --> generate,user-conf,mlperf,inference,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> 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_(_onnxruntime,_retinanet,_cpu,_offline_) --> compile,cpp-program
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> 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_(_onnxruntime,_retinanet,_cpu,_offline_) --> benchmark-mlperf
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_retinanet,_onnxruntime,_offline_) --> 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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
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"script_variations": "",
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"version": "master-git-938be6d711ba1a1ea9624c83234f5dcaebf5e3ee",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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 ( onnxruntime,_retinanet,_cpu,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( cpu,_retinanet,_onnxruntime,_offline )"
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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": "runnervmf4ws1",
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"+PATH": [
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"/home/runner/MLC/repos/local/cache/install-python-src_b361d74d/install/bin"
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"/home/runner/MLC/repos/local/cache/install-python-src_64c609ec/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/mlcommons@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/7b26b39a614f427f834cf9a3a929241d.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_ce6ebbae
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_ce6ebbae/annotations/openimages-mlperf.json
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User Conf path: /home/runner/MLC/repos/mlcommons@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/acf547b8a14442d69e2fcb8c2aacdd3a.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_a9c8f632
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_a9c8f632/annotations/openimages-mlperf.json
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Scenario: Offline
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Mode: PerformanceOnly
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Batch size: 1

‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/README.md‎

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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
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|----------|------------|------------|--------------|-------------------|
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| resnet50 | offline | 76 | 23.177 | - |
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| resnet50 | offline | 76 | 23.226 | - |

‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/README.md‎

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mlc pull repo mlcommons@mlperf-automations --checkout=b59599e15be81c22d9a0187200d6a4298f47aa5c
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mlc pull repo mlcommons@mlperf-automations --checkout=d120151e5dbfde1b77fd9270becc4668d7b95cdd
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`acc`: `76.0`, Required accuracy for closed division `>= 75.6954`
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### Performance Results
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`Samples per second`: `23.1766`
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`Samples per second`: `23.2256`

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