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--region=us-central1
--machine_type=n1-standard-2
--num_workers=30
--disk_size_gb=50
--autoscaling_algorithm=NONE
--staging_location=gs://temp-storage-for-perf-tests/loadtests
--temp_location=gs://temp-storage-for-perf-tests/loadtests
--requirements_file=apache_beam/ml/inference/torch_tests_requirements.txt
--publish_to_big_query=true
--metrics_dataset=beam_run_inference
--metrics_table=torch_inference_imagenet_results_resnet152_tesla_t4
--input_options={}
--influx_measurement=torch_inference_imagenet_resnet152_tesla_t4
--pretrained_model_name=resnet152
--device=GPU
--experiments=worker_accelerator=type:nvidia-tesla-t4;count:1;install-nvidia-driver
--sdk_container_image=us.gcr.io/apache-beam-testing/python-postcommit-it/tensor_rt:latest
--input_file=gs://apache-beam-ml/testing/inputs/openimage_50k_benchmark.txt
--model_state_dict_path=gs://apache-beam-ml/models/torchvision.models.resnet152.pth
--runner=DataflowRunner