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Results from R50 GH action on
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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
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|----------|------------|------------|--------------|-------------------|
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| resnet50 | offline | 80 | 1.753 | - |
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| resnet50 | offline | 80 | 1.731 | - |

open/MLCommons/measurements/gh_ubuntu-latest-reference-cpu-tvm-onnx_v1.19.2-default_config/resnet50/offline/README.md

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mlc rm cache -f
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mlc pull repo anandhu-eng@mlperf-automations --checkout=55003f5514a7d8fad5f8c4d793d21460f4253825
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mlc pull repo anandhu-eng@mlperf-automations --checkout=ecf7fcbf935c3b10a30385cb0843ffa37971b6dc
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```
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`acc`: `80.0`, Required accuracy for closed division `>= 75.6954`
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### Performance Results
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`Samples per second`: `1.75256`
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`Samples per second`: `1.73065`
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python3 python/main.py --profile resnet50-onnxruntime --model "/home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/resnet50_v1.onnx" --dataset-path /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_8d451c7b --output "/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_6a15cf00/test_results/gh_ubuntu-latest-reference-cpu-tvm-onnx-v1.19.2-default_config/resnet50/offline/accuracy" --backend tvm --scenario Offline --max-batchsize 1 --count 5 --threads 4 --user_conf /home/runner/MLC/repos/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/ba0e520fda5841e2a5ff12679cb715c6.conf --accuracy --use_preprocessed_dataset --cache_dir /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_8d451c7b --dataset-list /home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_715c7eab/val.txt
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INFO:main:Namespace(dataset='imagenet', dataset_path='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_8d451c7b', dataset_list='/home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_715c7eab/val.txt', data_format=None, profile='resnet50-onnxruntime', scenario='Offline', max_batchsize=1, model='/home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/resnet50_v1.onnx', output='/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_6a15cf00/test_results/gh_ubuntu-latest-reference-cpu-tvm-onnx-v1.19.2-default_config/resnet50/offline/accuracy', inputs=None, outputs=['ArgMax:0'], backend='tvm', device=None, model_name='resnet50', threads=4, qps=None, cache=0, cache_dir='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_8d451c7b', preprocessed_dir=None, use_preprocessed_dataset=True, accuracy=True, find_peak_performance=False, debug=False, user_conf='/home/runner/MLC/repos/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/ba0e520fda5841e2a5ff12679cb715c6.conf', audit_conf='audit.config', time=None, count=5, performance_sample_count=None, max_latency=None, samples_per_query=8)
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python3 python/main.py --profile resnet50-onnxruntime --model "/home/runner/MLC/repos/local/cache/get-tvm-model_4518902e/resnet50_v1.onnx" --dataset-path /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_960ce21c --output "/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_df6125d4/test_results/gh_ubuntu-latest-reference-cpu-tvm-onnx-v1.19.2-default_config/resnet50/offline/accuracy" --backend tvm --scenario Offline --max-batchsize 1 --count 5 --threads 4 --user_conf /home/runner/MLC/repos/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/44b04ee42d834c598a5a441f025e0a8a.conf --accuracy --use_preprocessed_dataset --cache_dir /home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_960ce21c --dataset-list /home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_5261ab4d/val.txt
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INFO:main:Namespace(dataset='imagenet', dataset_path='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_960ce21c', dataset_list='/home/runner/MLC/repos/local/cache/extract-file_imagenet-aux-da_5261ab4d/val.txt', data_format=None, profile='resnet50-onnxruntime', scenario='Offline', max_batchsize=1, model='/home/runner/MLC/repos/local/cache/get-tvm-model_4518902e/resnet50_v1.onnx', output='/home/runner/MLC/repos/local/cache/get-mlperf-inference-results-dir_df6125d4/test_results/gh_ubuntu-latest-reference-cpu-tvm-onnx-v1.19.2-default_config/resnet50/offline/accuracy', inputs=None, outputs=['ArgMax:0'], backend='tvm', device=None, model_name='resnet50', threads=4, qps=None, cache=0, cache_dir='/home/runner/MLC/repos/local/cache/get-preprocessed-dataset-imagenet_960ce21c', preprocessed_dir=None, use_preprocessed_dataset=True, accuracy=True, find_peak_performance=False, debug=False, user_conf='/home/runner/MLC/repos/anandhu-eng@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/44b04ee42d834c598a5a441f025e0a8a.conf', audit_conf='audit.config', time=None, count=5, performance_sample_count=None, max_latency=None, samples_per_query=8)
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INFO:imagenet:Loading 5 preprocessed images using 4 threads
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INFO:imagenet:loaded 5 images, cache=0, already_preprocessed=True, took=0.0sec
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/model-tvm.so
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_4518902e/model-tvm.so
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INFO:main:starting TestScenario.Offline
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/model-tvm.so
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/model-tvm.so
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/model-tvm.so
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_9e396f8b/model-tvm.so
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TestScenario.Offline qps=1.72, mean=1.7655, time=2.902, acc=80.000%, queries=5, tiles=50.0:1.4965,80.0:1.7756,90.0:2.3229,95.0:2.5965,99.0:2.8154,99.9:2.8647
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_4518902e/model-tvm.so
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_4518902e/model-tvm.so
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TVM: loading model /home/runner/MLC/repos/local/cache/get-tvm-model_4518902e/model-tvm.so
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TestScenario.Offline qps=1.72, mean=1.7655, time=2.907, acc=80.000%, queries=5, tiles=50.0:1.4906,80.0:1.7823,90.0:2.3281,95.0:2.6009,99.0:2.8192,99.9:2.8684

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