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Updated results summary [skip ci]
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README.md

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Please download [summary.xlsx](summary.xlsx) to view the most recent results.
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```
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[2025-10-21 02:26:43,291 submission_checker1.py:3492 INFO] Results=37, NoResults=0, Power Results=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3499 INFO] ---
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[2025-10-21 02:26:43,291 submission_checker1.py:3500 INFO] Closed Results=0, Closed Power Results=0
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[2025-10-23 09:33:43,845 submission_checker1.py:3492 INFO] Results=37, NoResults=0, Power Results=0
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[2025-10-23 09:33:43,845 submission_checker1.py:3499 INFO] ---
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[2025-10-23 09:33:43,845 submission_checker1.py:3500 INFO] Closed Results=0, Closed Power Results=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3505 INFO] Open Results=37, Open Power Results=0
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[2025-10-23 09:33:43,845 submission_checker1.py:3505 INFO] Open Results=37, Open Power Results=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3510 INFO] Network Results=0, Network Power Results=0
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[2025-10-23 09:33:43,845 submission_checker1.py:3510 INFO] Network Results=0, Network Power Results=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3515 INFO] ---
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[2025-10-21 02:26:43,291 submission_checker1.py:3517 INFO] Systems=30, Power Systems=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3521 INFO] Closed Systems=0, Closed Power Systems=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3526 INFO] Open Systems=30, Open Power Systems=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3531 INFO] Network Systems=0, Network Power Systems=0
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[2025-10-21 02:26:43,291 submission_checker1.py:3536 INFO] ---
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[2025-10-21 02:26:43,291 submission_checker1.py:3541 INFO] SUMMARY: submission looks OK
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[2025-10-21 02:26:44,489 module.py:5543 INFO] - ! call "postprocess" from /home/runner/MLC/repos/mlcommons@mlperf-automations/script/run-mlperf-inference-submission-checker/customize.py
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[2025-10-23 09:33:43,845 submission_checker1.py:3515 INFO] ---
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[2025-10-23 09:33:43,845 submission_checker1.py:3517 INFO] Systems=30, Power Systems=0
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[2025-10-23 09:33:43,845 submission_checker1.py:3521 INFO] Closed Systems=0, Closed Power Systems=0
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[2025-10-23 09:33:43,845 submission_checker1.py:3526 INFO] Open Systems=30, Open Power Systems=0
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[2025-10-23 09:33:43,846 submission_checker1.py:3531 INFO] Network Systems=0, Network Power Systems=0
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[2025-10-23 09:33:43,846 submission_checker1.py:3536 INFO] ---
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[2025-10-23 09:33:43,846 submission_checker1.py:3541 INFO] SUMMARY: submission looks OK
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[2025-10-23 09:33:45,008 module.py:5543 INFO] - ! call "postprocess" from /home/runner/MLC/repos/mlcommons@mlperf-automations/script/run-mlperf-inference-submission-checker/customize.py
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2020
```
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| 6 | MLCommons | available | open | edge | gh_macos-latest_x86 | gh_macos-latest_x86-reference-cpu-pytorch_v2.6.0-default_config | retinanet | retinanet | Offline | 0.457477 | mAP: 76.951 | 1 | undefined | 1 | 3 | nan | 0 | open/MLCommons/results/gh_macos-latest_x86-reference-cpu-pytorch_v2.6.0-default_config/retinanet/offline | pytorch v2.6.0 | (darwin-23.6.0) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 7 | MLCommons | available | open | edge | gh_ubuntu-latest x86 | gh_ubuntu-latest_x86-reference-cpu-tf_v2.19.0-default_config | resnet50 | resnet | Offline | 21.0975 | acc: 76.000 | 1 | AMD EPYC 7763 64-Core Processor | 1 | 2 | nan | 0 | open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-tf_v2.19.0-default_config/resnet50/offline | tf v2.19.0 | Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 8 | MLCommons | available | open | edge | gh_ubuntu-latest_x86 | gh_ubuntu-latest_x86-reference-cpu-pytorch_v2.6.0-default_config | retinanet | retinanet | Offline | 0.405224 | mAP: 76.951 | 1 | AMD EPYC 7763 64-Core Processor | 1 | 2 | nan | 0 | open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-pytorch_v2.6.0-default_config/retinanet/offline | pytorch v2.6.0 | Ubuntu 24.04 (linux-6.8.0-1021-azure-glibc2.39) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 9 | MLCommons | available | open | edge | gh_ubuntu-latest x86 | gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config | resnet50 | resnet | Offline | 23.4255 | acc: 76.000 | 1 | AMD EPYC 7763 64-Core Processor | 1 | 2 | nan | 0 | open/MLCommons/results/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline | onnxruntime | Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 9 | MLCommons | available | open | edge | gh_ubuntu-latest x86 | gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config | resnet50 | resnet | Offline | 23.1605 | acc: 76.000 | 1 | AMD EPYC 7763 64-Core Processor | 1 | 2 | nan | 0 | open/MLCommons/results/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline | onnxruntime | Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 10 | MLCommons | available | open | edge | gh_ubuntu-latest x86 | gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config | retinanet | retinanet | Offline | 0.413064 | mAP: 76.951 | 1 | AMD EPYC 7763 64-Core Processor | 1 | 2 | nan | 0 | open/MLCommons/results/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline | onnxruntime | Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 11 | MLCommons | available | open | edge | gh_macos-latest x86 | gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config | resnet50 | resnet | Offline | 19.7056 | acc: 76.000 | 1 | undefined | 1 | 3 | nan | 0 | open/MLCommons/results/gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config/resnet50/offline | onnxruntime v1.21.0 | (darwin-23.6.0) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |
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| 12 | MLCommons | available | open | edge | gh_macos-latest x86 | gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config | retinanet | retinanet | Offline | 0.384271 | mAP: 76.951 | 1 | undefined | 1 | 3 | nan | 0 | open/MLCommons/results/gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config/retinanet/offline | onnxruntime v1.21.0 | (darwin-23.6.0) | nan | 1 | 0 | v5.0 | 0 | False | Samples/s | fp32 |

dbversion

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summary.csv

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MLCommons,available,open,"edge","gh_macos-latest_x86",gh_macos-latest_x86-reference-cpu-pytorch_v2.6.0-default_config,retinanet,retinanet,Offline,0.457477,mAP: 76.951,1,"undefined",1,3,"N/A","0",open/MLCommons/results/gh_macos-latest_x86-reference-cpu-pytorch_v2.6.0-default_config/retinanet/offline,"pytorch v2.6.0"," (darwin-23.6.0)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_ubuntu-latest x86",gh_ubuntu-latest_x86-reference-cpu-tf_v2.19.0-default_config,resnet50,resnet,Offline,21.0975,acc: 76.000,1,"AMD EPYC 7763 64-Core Processor",1,2,"N/A","0",open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-tf_v2.19.0-default_config/resnet50/offline,"tf v2.19.0","Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_ubuntu-latest_x86",gh_ubuntu-latest_x86-reference-cpu-pytorch_v2.6.0-default_config,retinanet,retinanet,Offline,0.405224,mAP: 76.951,1,"AMD EPYC 7763 64-Core Processor",1,2,"N/A","0",open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-pytorch_v2.6.0-default_config/retinanet/offline,"pytorch v2.6.0","Ubuntu 24.04 (linux-6.8.0-1021-azure-glibc2.39)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_ubuntu-latest x86",gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config,resnet50,resnet,Offline,23.4255,acc: 76.000,1,"AMD EPYC 7763 64-Core Processor",1,2,"N/A","0",open/MLCommons/results/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline,"onnxruntime","Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_ubuntu-latest x86",gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config,resnet50,resnet,Offline,23.1605,acc: 76.000,1,"AMD EPYC 7763 64-Core Processor",1,2,"N/A","0",open/MLCommons/results/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50/offline,"onnxruntime","Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_ubuntu-latest x86",gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config,retinanet,retinanet,Offline,0.413064,mAP: 76.951,1,"AMD EPYC 7763 64-Core Processor",1,2,"N/A","0",open/MLCommons/results/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/retinanet/offline,"onnxruntime","Ubuntu 24.04 (linux-6.11.0-1018-azure-glibc2.39)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_macos-latest x86",gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config,resnet50,resnet,Offline,19.7056,acc: 76.000,1,"undefined",1,3,"N/A","0",open/MLCommons/results/gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config/resnet50/offline,"onnxruntime v1.21.0"," (darwin-23.6.0)","",1,0,v5.0,0,False,Samples/s,"fp32"
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MLCommons,available,open,"edge","gh_macos-latest x86",gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config,retinanet,retinanet,Offline,0.384271,mAP: 76.951,1,"undefined",1,3,"N/A","0",open/MLCommons/results/gh_macos-latest_x86-reference-cpu-onnxruntime_v1.21.0-default_config/retinanet/offline,"onnxruntime v1.21.0"," (darwin-23.6.0)","",1,0,v5.0,0,False,Samples/s,"fp32"

summary.json

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"Model":"resnet50",
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"MlperfModel":"resnet",
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"Scenario":"Offline",
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"Result":23.4255,
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"Result":23.1605,
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"Accuracy":"acc: 76.000",
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"number_of_nodes":1,
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"host_processor_model_name":"AMD EPYC 7763 64-Core Processor",

summary.xlsx

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summary_results.json

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"Code": "https://github.com/mlcommons/mlperf_inference_test_submissions_v5.0/tree/main/open/MLCommons/code",
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"Unique ID (e.g. for Audit)": "edge/open/MLCommons/gh_ubuntu-latest_x86-mlcommons_cpp-cpu-onnxruntime-default_config/resnet50",
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"ColorKey": "availableMLCommons",
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"Performance_Result": 23.4255,
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"Performance_Result": 23.1605,
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"Performance_Units": "Samples/s"
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},
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{

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