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

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@@ -17,16 +17,16 @@ pip install -U mlcflow
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mlc rm cache -f
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mlc pull repo mlcommons@mlperf-automations --checkout=5a76d192d98d314a8a4aa3e599e193833beab9b2
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mlc pull repo GATEOverflow@mlperf-automations --checkout=a88987506f31a01998bc95a411dea666b2bcc5b6
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```
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*Note that if you want to use the [latest automation recipes](https://docs.mlcommons.org/inference) for MLPerf,
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you should simply reload mlcommons@mlperf-automations without checkout and clean MLC cache as follows:*
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you should simply reload GATEOverflow@mlperf-automations without checkout and clean MLC cache as follows:*
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```bash
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mlc rm repo mlcommons@mlperf-automations
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mlc pull repo mlcommons@mlperf-automations
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mlc rm repo GATEOverflow@mlperf-automations
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mlc pull repo GATEOverflow@mlperf-automations
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mlc rm cache -f
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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`: `0.420732`
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`Samples per second`: `0.420981`

‎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/e09839f5545d49588f1169131355f324.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_541d1527
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_541d1527/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/d0d8d09ed2424f30aa75087630a481f0.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_797b042e
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_797b042e/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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@@ -5,10 +5,10 @@ graph TD
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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_(_retinanet,_cpu,_onnxruntime,_offline_) --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_cpu,_onnxruntime,_offline_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_cpu,_onnxruntime,_offline_) --> get,sys-utils-cm
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> 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_(_retinanet,_cpu,_onnxruntime,_offline_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_cpu,_onnxruntime,_offline_) --> get,mlcommons,inference,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_cpu,_onnxruntime,_offline_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_cpu,_onnxruntime,_offline_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_cpu,_onnxruntime,_offline_) --> get,ml-model,retinanet,_onnx,_fp32
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> get,mlcommons,inference,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> 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_(_retinanet,_cpu,_onnxruntime,_offline_) --> generate,user-conf,mlperf,inference,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> 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_(_retinanet,_cpu,_onnxruntime,_offline_) --> compile,cpp-program
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> 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_(_retinanet,_cpu,_onnxruntime,_offline_) --> benchmark-mlperf
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_retinanet,_offline,_onnxruntime,_cpu_) --> 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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"parent": "app-mlperf-inference,d775cac873ee4231 ( cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline )"
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},
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"script_alias": "get-mlperf-inference-src",
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"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
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"parent": "get-mlperf-inference-utils,e341e5f86d8342e5"
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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 ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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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 ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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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 ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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"script_alias": "get-mlperf-inference-src",
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"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
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"version": "master-git-35d9836017ec2aea4b416f085980c81c1e90d682",
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"parent": "get-mlperf-inference-loadgen,64c3d98d0ba04950 ( wg-inference )"
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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 ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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{
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"script_alias": "get-mlperf-inference-src",
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"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_cpu,_onnxruntime,_offline )"
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"version": "master-git-50de99161e33f32b569c7a00b6ccf56f274d418d",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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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 ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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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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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_cpu,_onnxruntime,_offline )"
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"script_variations": "wg-inference",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_cpu,_onnxruntime,_offline )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( retinanet,_offline,_onnxruntime,_cpu )"
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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": "pkrvmpptgkbjq6m",
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"+PATH": [
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"/home/runner/MLC/repos/local/cache/install-python-src_1ea59f7c/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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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_541d1527
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_541d1527/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/2ab6198ec989438c9685eec3d0397733.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_797b042e
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_797b042e/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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