34 lines
1.1 KiB
Python
34 lines
1.1 KiB
Python
|
# python3
|
||
|
# Copyright 2019 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.
|
||
|
"""Machine Learning tests."""
|
||
|
|
||
|
from benchmarks import suites
|
||
|
from benchmarks.harness import machine
|
||
|
from benchmarks.suites import startup
|
||
|
from benchmarks.workloads import tensorflow
|
||
|
|
||
|
|
||
|
@suites.benchmark(metrics=[tensorflow.run_time], machines=1)
|
||
|
def train(target: machine.Machine, **kwargs):
|
||
|
"""Run the tensorflow benchmark and return the runtime in seconds of workload.
|
||
|
|
||
|
Args:
|
||
|
target: A machine object.
|
||
|
**kwargs: Additional container options.
|
||
|
|
||
|
Returns:
|
||
|
The total runtime.
|
||
|
"""
|
||
|
return startup.startup(target, workload="tensorflow", count=1, **kwargs)
|