6ca76b91a8471c45e692ff2d2ccee2c26ae1441a,perfkitbenchmarker/linux_benchmarks/horovod_benchmark.py,,_CopyAndUpdateRunScripts,#Any#Any#,140

Before Change

  vm.RemoteCommand("rm -rf DeepLearningExamples")
  vm.RemoteCommand("git clone --branch clan-dev %s" % GITHUB_MODELS_URL)

  resnet_base_dir = "DeepLearningExamples/TensorFlow/Classification/RN50v1.5"
  bert_base_dir = "DeepLearningExamples/TensorFlow/LanguageModeling/BERT"

  vm.Install("tcmalloc")

  if model.startswith("resnet"):
    vm.Install("google_cloud_sdk")
    vm.RemoteCommand("sed -i "/from utils import dali_utils/d" "
                     "{}/utils/data_utils.py".format(resnet_base_dir))
    vm.RemoteCommand("sed -i "/from utils import dali_utils/d" "
                     "{}/utils/__init__.py".format(resnet_base_dir))
    vm.RemoteCommand(
        "mkdir -p {base}/imagenet && "
        "{gsutil_path} -m rsync gs://mlcompass-data/imagenet/imagenet-2012-tfrecord "
        "{base}/imagenet".format(gsutil_path=google_cloud_sdk.GSUTIL_PATH,
                                 base=resnet_base_dir))

  if model.startswith("bert"):
    vm.RemoteCommand(
        "mkdir -p {bert}/data/download/google_pretrained_weights &&"

After Change

    vm.RemoteCommand(
        "sudo /opt/conda/bin/pip install \"git+https://github.com/cocodataset/cocoapi.git//subdirectory=PythonAPI\""
    )
    vm.RemoteCommand(
        "[ -d "tensorpack" ] || git clone https://github.com/tensorpack/tensorpack.git && sudo /opt/conda/bin/pip install ./tensorpack"
    )
    vm.RemoteCommand(
        "wget -q -N http://models.tensorpack.com/FasterRCNN/ImageNet-R50-AlignPadding.npz"
    )
    vm.RemoteCommand(

Instances