3637a9f14c529a4af64c66008cc1472a6a9e8740,perfkitbenchmarker/linux_benchmarks/tensorflow_benchmark.py,,,#,25

Before Change


                   "distributed_replicated", "independent"],
                  """The method for managing variables: parameter_server,
                  replicated, distributed_replicated, independent""")
flags.DEFINE_enum("tf_local_parameter_device", "gpu", ["cpu", "gpu"],
                  """Device to use as parameter server: cpu or gpu. For
                  distributed training, it can affect where caching of
                  variables happens.""")

After Change


                  """Device to use as parameter server: cpu or gpu. For
                  distributed training, it can affect where caching of
                  variables happens.""")
flags.DEFINE_enum("tf_device", GPU, [CPU, GPU],
                  "Device to use for computation: cpu or gpu")
flags.DEFINE_enum("tf_data_format", "NCHW", ["NCHW", "NHWC"], """Data layout to
                  use: NHWC (TF native) or NCHW (cuDNN native).""")
flags.DEFINE_boolean("tf_use_nccl", True,
                     "Whether to use nccl all-reduce primitives where possible")
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 3

Instances


Project Name: GoogleCloudPlatform/PerfKitBenchmarker
Commit Name: 3637a9f14c529a4af64c66008cc1472a6a9e8740
Time: 2017-09-05
Author: tohaowu@google.com
File Name: perfkitbenchmarker/linux_benchmarks/tensorflow_benchmark.py
Class Name:
Method Name:


Project Name: GoogleCloudPlatform/PerfKitBenchmarker
Commit Name: 788df99334fe5fbf57ea5321e18aa519357856f7
Time: 2020-02-20
Author: ruwa@google.com
File Name: perfkitbenchmarker/linux_benchmarks/horovod_benchmark.py
Class Name:
Method Name:


Project Name: GoogleCloudPlatform/PerfKitBenchmarker
Commit Name: c24bfe57972a6908d9df5a59f4fce41dcfac17b1
Time: 2019-04-17
Author: ehankland@google.com
File Name: perfkitbenchmarker/linux_benchmarks/dacapo_benchmark.py
Class Name:
Method Name: