blob: a394d1f69d7d046b254832984e13262116f2d629 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
|
# 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)
|
