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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
@@ -17,7 +16,7 @@ pip install -U mlcflow
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mlc rm cache -f
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mlc pull repo anandhu-eng@mlperf-automations --checkout=4ecd71b24c87995b60d770f212aa6c8049e34272
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mlc pull repo anandhu-eng@mlperf-automations --checkout=f5f7996026c2b55a25721b7681ab386e03b1aa17
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```
@@ -41,4 +40,4 @@ Model Precision: fp32
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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`: `0.420827`
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`Samples per second`: `0.420673`

‎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/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/837d73b2848c437ea1936aaff8a852c3.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_95aebf5f
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_95aebf5f/annotations/openimages-mlperf.json
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User Conf path: /home/runner/MLC/repos/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/3cd3871c7c814de0944bb7f496f872c5.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_77700f64
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_77700f64/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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@@ -2,16 +2,13 @@ graph TD
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app-mlperf-inference,d775cac873ee4231_(_cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline_) --> detect,os
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app-mlperf-inference,d775cac873ee4231_(_cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline_) --> get,sys-utils-cm
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app-mlperf-inference,d775cac873ee4231_(_cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline_) --> get,python
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get-mlperf-inference-src,4b57186581024797 --> detect,os
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get-mlperf-inference-src,4b57186581024797 --> get,python3
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get-mlperf-inference-src,4b57186581024797 --> get,git,repo,_branch.master,_repo.https://github.com/mlcommons/inference
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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_(_cpu,_offline,_onnxruntime,_retinanet_) --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_onnxruntime,_retinanet_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_onnxruntime,_retinanet_) --> get,sys-utils-cm
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> detect,cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> 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_(_cpu,_offline,_onnxruntime,_retinanet_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_onnxruntime,_retinanet_) --> get,mlcommons,inference,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_onnxruntime,_retinanet_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_onnxruntime,_retinanet_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_offline,_onnxruntime,_retinanet_) --> get,ml-model,retinanet,_onnx,_fp32
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> get,loadgen,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> get,mlcommons,inference,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> get,lib,onnxruntime,lang-cpp,_cpu
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> get,dataset,preprocessed,openimages,_validation,_NCHW,_50
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> 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_(_cpu,_offline,_onnxruntime,_retinanet_) --> generate,user-conf,mlperf,inference,_wg-inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> 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_(_cpu,_offline,_onnxruntime,_retinanet_) --> compile,cpp-program
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> 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_(_cpu,_offline,_onnxruntime,_retinanet_) --> benchmark-mlperf
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_offline,_cpu,_onnxruntime,_retinanet_) --> 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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"get,git,repo,_branch.master,_repo.https://github.com/mlcommons/inference": {
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"script_uid": "ed603e7292974f10",
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"script_alias": "get-git-repo",
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"version": "",
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"parent": "get-mlperf-inference-src,4b57186581024797"
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{
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"get,mlcommons,inference,src": {
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"script_uid": "4b57186581024797",
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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": "r5.0-git-0a3570efb0309b5581f2831d84c05fe5483b5ef7",
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"version": "master-git-0a3570efb0309b5581f2831d84c05fe5483b5ef7",
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"parent": "app-mlperf-inference,d775cac873ee4231 ( cpp,_retinanet,_onnxruntime,_cpu,_test,_r5.1-dev_default,_offline )"
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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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"script_variations": "",
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"version": "r5.0-git-0a3570efb0309b5581f2831d84c05fe5483b5ef7",
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"version": "master-git-0a3570efb0309b5581f2831d84c05fe5483b5ef7",
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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 ( cpu,_offline,_onnxruntime,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_cpu,_onnxruntime,_retinanet )"
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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 ( cpu,_offline,_onnxruntime,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_cpu,_onnxruntime,_retinanet )"
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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 ( cpu,_offline,_onnxruntime,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_cpu,_onnxruntime,_retinanet )"
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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 ( cpu,_offline,_onnxruntime,_retinanet )"
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_cpu,_onnxruntime,_retinanet )"
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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 ( cpu,_offline,_onnxruntime,_retinanet )"
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"version": "master-git-0a3570efb0309b5581f2831d84c05fe5483b5ef7",
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"parent": "app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf ( offline,_cpu,_onnxruntime,_retinanet )"
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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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"script_tags": "get,ml-model,raw,resnext50,retinanet,object-detection",
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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_53563cb2/install/bin"
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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/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/a8ae65fb9b5f4043b2ac9cf9a5884955.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_95aebf5f
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_95aebf5f/annotations/openimages-mlperf.json
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User Conf path: /home/runner/MLC/repos/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/a5eda5c064ea455197fa6898d7d4c70c.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_77700f64
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Dataset List filepath: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-openimages_77700f64/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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