config-distributed.yaml

# Copyright 2018 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# 4 training workers with GPUs
# 1 master with a GPU because it will be running evaluations which are quite heavy in this model
# 1 parameter server with a CPU only

trainingInput:
  scaleTier: CUSTOM
  masterType: standard_p100
  parameterServerType: standard
  workerType: standard_p100

  parameterServerCount: 1
  workerCount: 4