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Results from R50 GH action on ubuntu-latest
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‎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 | 22.959 | - |
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| resnet50 | offline | 76 | 23.094 | - |

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

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mlc rm cache -f
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mlc pull repo GATEOverflow@mlperf-automations --checkout=f4f01b1d6b8848c2342cff1cf26ef4f2b94ce2cd
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mlc pull repo GATEOverflow@mlperf-automations --checkout=d60dfca01c98a39a8ef65d930b6bf003b791b122
2020

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```
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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`: `22.9588`
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`Samples per second`: `23.0943`

‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/accuracy_console.out‎

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MLPerf Conf path: /home/runner/MLC/repos/local/cache/get-git-repo_6c485ff3/inference/mlperf.conf
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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/559c3d9987a842b6a0510568f86844b9.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_47bf6e5b
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MLPerf Conf path: /home/runner/MLC/repos/local/cache/get-git-repo_602a58f7/inference/mlperf.conf
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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/ec03b49d0c344ddf8a3cc2c8bcfdc2ba.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_6567b39e
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Dataset List filepath:
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Scenario: Offline
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Mode: AccuracyOnly

‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/mlc-deps.mmd‎

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app-mlperf-inference,d775cac873ee4231_(_cpp,_resnet50,_onnxruntime,_cpu,_test,_r5.0-dev_default,_offline_) --> get,mlperf,inference,utils
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download-and-extract,c67e81a4ce2649f5_(_extract,_wget,_url.http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz_) --> download,file,_wget,_url.http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz
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extract-file,3f0b76219d004817_(_path./home/runner/MLC/repos/local/cache/download-file_74974ea0/caffe_ilsvrc12.tar.gz_) --> detect,os
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download-and-extract,c67e81a4ce2649f5_(_extract,_wget,_url.http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz_) --> extract,file,_path./home/runner/MLC/repos/local/cache/download-file_74974ea0/caffe_ilsvrc12.tar.gz
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extract-file,3f0b76219d004817_(_path./home/runner/MLC/repos/local/cache/download-file_4500b852/caffe_ilsvrc12.tar.gz_) --> detect,os
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download-and-extract,c67e81a4ce2649f5_(_extract,_wget,_url.http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz_) --> extract,file,_path./home/runner/MLC/repos/local/cache/download-file_4500b852/caffe_ilsvrc12.tar.gz
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app-mlperf-inference,d775cac873ee4231_(_cpp,_resnet50,_onnxruntime,_cpu,_test,_r5.0-dev_default,_offline_) --> get,dataset-aux,imagenet-aux
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_resnet50,_onnxruntime,_offline_) --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_resnet50,_offline,_cpu,_onnxruntime_) --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_resnet50,_onnxruntime,_offline_) --> detect,cpu
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get-generic-python-lib,94b62a682bc44791_(_pip_) --> get,python3
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extract-file,3f0b76219d004817_(_path./home/runner/MLC/repos/local/cache/get-dataset-imagenet-val_cd5caa19/ILSVRC2012_img_val_500.tar_) --> detect,os
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download-and-extract,c67e81a4ce2649f5_(_extract,_url.http://cKnowledge.org/ai/data/ILSVRC2012_img_val_500.tar_) --> extract,file,_path./home/runner/MLC/repos/local/cache/get-dataset-imagenet-val_cd5caa19/ILSVRC2012_img_val_500.tar
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extract-file,3f0b76219d004817_(_path./home/runner/MLC/repos/local/cache/get-dataset-imagenet-val_5a91bafc/ILSVRC2012_img_val_500.tar_) --> detect,os
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download-and-extract,c67e81a4ce2649f5_(_extract,_url.http://cKnowledge.org/ai/data/ILSVRC2012_img_val_500.tar_) --> extract,file,_path./home/runner/MLC/repos/local/cache/get-dataset-imagenet-val_5a91bafc/ILSVRC2012_img_val_500.tar
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get-dataset-imagenet-val,7afd58d287fe4f11_(_size.500,_2012_) --> download-and-extract,file,_extract,_url.http://cKnowledge.org/ai/data/ILSVRC2012_img_val_500.tar
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get-preprocessed-dataset-imagenet,f259d490bbaf45f5_(_NCHW_) --> get,dataset,image-classification,original,_size.500,_2012
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get-preprocessed-dataset-imagenet,f259d490bbaf45f5_(_NCHW_) --> get,dataset-aux,image-classification,imagenet-aux
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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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get-preprocessed-dataset-imagenet,f259d490bbaf45f5_(_NCHW_) --> mlperf,mlcommons,inference,source,src
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_resnet50,_onnxruntime,_offline_) --> get,dataset,preprocessed,imagenet,_NCHW
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_resnet50,_offline,_cpu,_onnxruntime_) --> get,dataset,preprocessed,imagenet,_NCHW
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download-file,9cdc8dc41aae437e_(_cmutil,_url.https://zenodo.org/record/4735647/files/resnet50_v1.onnx_) --> detect,os
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download-and-extract,c67e81a4ce2649f5_(_url.https://zenodo.org/record/4735647/files/resnet50_v1.onnx_) --> download,file,_cmutil,_url.https://zenodo.org/record/4735647/files/resnet50_v1.onnx
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get-ml-model-resnet50,56203e4e998b4bc0_(_onnx_) --> download-and-extract,_url.https://zenodo.org/record/4735647/files/resnet50_v1.onnx
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_resnet50,_onnxruntime,_offline_) --> get,ml-model,raw,resnet50,_onnx
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_resnet50,_offline,_cpu,_onnxruntime_) --> get,ml-model,raw,resnet50,_onnx
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generate-mlperf-inference-user-conf,3af4475745964b93 --> detect,os
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detect-cpu,586c8a43320142f7 --> detect,os
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generate-mlperf-inference-user-conf,3af4475745964b93 --> detect,cpu
@@ -105,15 +105,15 @@ graph TD
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generate-mlperf-inference-user-conf,3af4475745964b93 --> get,mlcommons,inference,src
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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 --> get,sut,configs
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_cpu,_resnet50,_onnxruntime,_offline_) --> generate,user-conf,mlperf,inference
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_resnet50,_offline,_cpu,_onnxruntime_) --> generate,user-conf,mlperf,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
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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,_resnet50,_onnxruntime,_offline_) --> compile,cpp-program
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_resnet50,_offline,_cpu,_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_(_cpu,_resnet50,_onnxruntime,_offline_) --> benchmark-mlperf
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app-mlperf-inference-mlcommons-cpp,bf62405e6c7a44bf_(_resnet50,_offline,_cpu,_onnxruntime_) --> benchmark-mlperf

‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/mlc-deps.png‎

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‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/mlc-version-info.json‎

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‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/os_info.json‎

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‎open/MLCommons/measurements/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline/performance_console.out‎

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MLPerf Conf path: /home/runner/MLC/repos/local/cache/get-git-repo_6c485ff3/inference/mlperf.conf
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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/e4a611b7791c46abbf46c79aebddaa11.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_47bf6e5b
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MLPerf Conf path: /home/runner/MLC/repos/local/cache/get-git-repo_602a58f7/inference/mlperf.conf
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User Conf path: /home/runner/MLC/repos/GATEOverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/f5c6a2e4c2914a9b8786e475d2ba733e.conf
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Dataset Preprocessed path: /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_6567b39e
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Dataset List filepath:
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Scenario: Offline
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Mode: PerformanceOnly

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