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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
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|----------|------------|------------|--------------|-------------------|
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| resnet50 | offline | 76 | 28.026 | - |
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| resnet50 | offline | 76 | 21.182 | - |

open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-onnxruntime_v1.27.0-default_config/resnet50/offline/README.md

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* OS version: Linux-6.17.0-1018-azure-x86_64-with-glibc2.39
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* CPU version: x86_64
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* Python version: 3.12.13 (main, Jun 16 2026, 22:05:08) [GCC 13.3.0]
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* Python version: 3.13.14 (main, Jun 11 2026, 03:02:07) [GCC 13.3.0]
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* MLC version: unknown
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## MLC Run Command
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mlc rm cache -f
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mlc pull repo mlcommons@mlperf-automations --checkout=fa0a2e0938e37d191d679b21d698aa56cd15ec05
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mlc pull repo amd@mlperf-automations --checkout=080f8cfc8baf4213b61ca386edc9f12c9df9217a
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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 amd@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 amd@mlperf-automations
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mlc pull repo amd@mlperf-automations
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mlc rm cache -f
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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`: `28.026`
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`Samples per second`: `21.1816`
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accuracy=76.000%, good=380, total=500
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hash=35f99c5472baba0b4838e6e1158f617a65faad0eef4d037f2f5836b7bf5a2181
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hash=7660756e7111bd0f9d3ccea995dd10686b7cc74ba58fdfccc4b1c4f348648a00

open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-onnxruntime_v1.27.0-default_config/resnet50/offline/accuracy/mlperf_log_accuracy.json

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open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-onnxruntime_v1.27.0-default_config/resnet50/offline/accuracy/mlperf_log_detail.txt

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python3 python/main.py --profile resnet50-onnxruntime --model "/home/runner/MLC/repos/local/cache/download-file_ml-model-resnet_608141dd/resnet50_v1.onnx" --dataset-path /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_5c17f196 --output "/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_68be4f68/test_results/gh_ubuntu-latest x86-reference-cpu-onnxruntime-v1.27.0-default_config/resnet50/offline/accuracy" --scenario Offline --count 500 --threads 4 --user_conf /home/runner/MLC/repos/mlcommons@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/e32dfacb2243446c9d41074b7b18985b.conf --accuracy --use_preprocessed_dataset --cache_dir /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_5c17f196 --dataset-list /home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_a0d26377/val.txt
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INFO:main:Namespace(dataset='imagenet', dataset_path='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_5c17f196', dataset_list='/home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_a0d26377/val.txt', data_format=None, profile='resnet50-onnxruntime', scenario='Offline', max_batchsize=32, model='/home/runner/MLC/repos/local/cache/download-file_ml-model-resnet_608141dd/resnet50_v1.onnx', output='/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_68be4f68/test_results/gh_ubuntu-latest x86-reference-cpu-onnxruntime-v1.27.0-default_config/resnet50/offline/accuracy', inputs=None, outputs=['ArgMax:0'], backend='onnxruntime', device=None, model_name='resnet50', threads=4, qps=None, cache=0, cache_dir='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_5c17f196', preprocessed_dir=None, use_preprocessed_dataset=True, accuracy=True, find_peak_performance=False, debug=False, user_conf='/home/runner/MLC/repos/mlcommons@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/e32dfacb2243446c9d41074b7b18985b.conf', audit_conf='audit.config', time=None, count=500, performance_sample_count=None, max_latency=None, samples_per_query=8)
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2026-06-30 19:50:08.424624269 [W:onnxruntime:Default, device_discovery.cc:133 GetPciBusId] Skipping pci_bus_id for PCI path at "/sys/devices/LNXSYSTM:00/LNXSYBUS:00/ACPI0004:00/MSFT1000:00/5620e0c7-8062-4dce-aeb7-520c7ef76171" because filename "5620e0c7-8062-4dce-aeb7-520c7ef76171" did not match expected pattern of [0-9a-f]+:[0-9a-f]+:[0-9a-f]+[.][0-9a-f]+
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python3 python/main.py --profile resnet50-onnxruntime --model "/home/runner/MLC/repos/local/cache/download-file_ml-model-resnet_b171e334/resnet50_v1.onnx" --dataset-path /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_4fd821e1 --output "/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_3ac7d710/test_results/gh_ubuntu-latest x86-reference-cpu-onnxruntime-v1.27.0-default_config/resnet50/offline/accuracy" --scenario Offline --count 500 --threads 4 --user_conf /home/runner/MLC/repos/amd@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/950d0fb1ac3b4d8e868530ee22fe6d3a.conf --accuracy --use_preprocessed_dataset --cache_dir /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_4fd821e1 --dataset-list /home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_4f537779/val.txt
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INFO:main:Namespace(dataset='imagenet', dataset_path='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_4fd821e1', dataset_list='/home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_4f537779/val.txt', data_format=None, profile='resnet50-onnxruntime', scenario='Offline', max_batchsize=32, model='/home/runner/MLC/repos/local/cache/download-file_ml-model-resnet_b171e334/resnet50_v1.onnx', output='/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_3ac7d710/test_results/gh_ubuntu-latest x86-reference-cpu-onnxruntime-v1.27.0-default_config/resnet50/offline/accuracy', inputs=None, outputs=['ArgMax:0'], backend='onnxruntime', device=None, model_name='resnet50', threads=4, qps=None, cache=0, cache_dir='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_4fd821e1', preprocessed_dir=None, use_preprocessed_dataset=True, accuracy=True, find_peak_performance=False, debug=False, user_conf='/home/runner/MLC/repos/amd@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/950d0fb1ac3b4d8e868530ee22fe6d3a.conf', audit_conf='audit.config', time=None, count=500, performance_sample_count=None, max_latency=None, samples_per_query=8)
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2026-07-02 21:36:44.997625891 [W:onnxruntime:Default, device_discovery.cc:133 GetPciBusId] Skipping pci_bus_id for PCI path at "/sys/devices/LNXSYSTM:00/LNXSYBUS:00/ACPI0004:00/MSFT1000:00/5620e0c7-8062-4dce-aeb7-520c7ef76171" because filename "5620e0c7-8062-4dce-aeb7-520c7ef76171" did not match expected pattern of [0-9a-f]+:[0-9a-f]+:[0-9a-f]+[.][0-9a-f]+
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INFO:imagenet:Loading 500 preprocessed images using 4 threads
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INFO:imagenet:loaded 500 images, cache=0, already_preprocessed=True, took=0.0sec
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INFO:main:starting TestScenario.Offline
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TestScenario.Offline qps=0.89, mean=11.2126, time=17.941, acc=76.000%, queries=16, tiles=50.0:11.1725,80.0:16.9682,90.0:17.5265,95.0:17.5914,99.0:17.7341,99.9:17.7662
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TestScenario.Offline qps=0.68, mean=14.8784, time=23.663, acc=76.000%, queries=16, tiles=50.0:15.0182,80.0:23.2224,90.0:23.3740,95.0:23.4976,99.0:23.5104,99.9:23.5133

open/MLCommons/results/gh_ubuntu-latest_x86-reference-cpu-onnxruntime_v1.27.0-default_config/resnet50/offline/os_info.json

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],
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"MLC_HOST_PLATFORM_FLAVOR": "x86_64",
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"MLC_HOST_PYTHON_BITS": "64",
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"MLC_HOST_SYSTEM_NAME": "runnervmmklqx",
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"MLC_HOST_SYSTEM_NAME": "runnervmkkn4f",
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"MLC_HOST_FILESYSTEMS": "ext4 vfat"
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}

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