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SummaryConfig.scala
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SummaryConfig.scala
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/* Copyright 2017-18, Emmanouil Antonios Platanios. All Rights Reserved.
*
* 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.
*/
package org.platanios.tensorflow.api.config
/** Summary configuration used while training models.
*
* @author Emmanouil Antonios Platanios
*/
sealed trait SummaryConfig
/** Summary configuration for not saving any summaries. */
case object NoSummaries extends SummaryConfig
/** Summary configuration for step-based summaries (i.e., summaries every `n` steps).
*
* @param steps Save summaries every this many steps.
*
*/
case class StepBasedSummaries(steps: Int = 1000) extends SummaryConfig {
require(steps >= 0, s"'steps' (set to $steps) needs to be a non-negative integer.")
}
/** Summary configuration for time-based summaries (i.e., summaries every `n` seconds).
*
* @param seconds Save summaries every this many seconds.
*
*/
case class TimeBasedSummaries(seconds: Int = 600) extends SummaryConfig {
require(seconds >= 0, s"'seconds' (set to $seconds) needs to be a non-negative integer.")
}