forked from GoogleCloudPlatform/cloudml-samples
-
Notifications
You must be signed in to change notification settings - Fork 0
/
hptuning_config.yaml
38 lines (37 loc) · 1.13 KB
/
hptuning_config.yaml
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
34
35
36
37
38
# 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.\n",
# 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.
# hptuning_config.yaml
trainingInput:
hyperparameters:
goal: MAXIMIZE
maxTrials: 10
maxParallelTrials: 5
hyperparameterMetricTag: my_accuracy_tag
enableTrialEarlyStopping: TRUE
params:
- parameterName: epochs
type: INTEGER
minValue: 10
maxValue: 250
scaleType: UNIT_LINEAR_SCALE
- parameterName: lr
type: DOUBLE
minValue: 0.0001
maxValue: 0.1
scaleType: UNIT_LINEAR_SCALE
- parameterName: momentum
type: DOUBLE
minValue: 0.0
maxValue: 1.0
scaleType: UNIT_LINEAR_SCALE