34 lines
1.1 KiB
Python
34 lines
1.1 KiB
Python
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# python3
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# Copyright 2019 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Machine Learning tests."""
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from benchmarks import suites
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from benchmarks.harness import machine
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from benchmarks.suites import startup
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from benchmarks.workloads import tensorflow
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@suites.benchmark(metrics=[tensorflow.run_time], machines=1)
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def train(target: machine.Machine, **kwargs):
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"""Run the tensorflow benchmark and return the runtime in seconds of workload.
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Args:
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target: A machine object.
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**kwargs: Additional container options.
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Returns:
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The total runtime.
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"""
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return startup.startup(target, workload="tensorflow", count=1, **kwargs)
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