com.simiacryptus.mindseye.eval.Trainable Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of mindseye-core Show documentation

Core Neural Networks Framework

There is a newer version: 2.1.0

/*
 * Copyright (c) 2019 by Andrew Charneski.
 *
 * The author licenses this file to you 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 com.simiacryptus.mindseye.eval;

import com.simiacryptus.mindseye.lang.Layer;
import com.simiacryptus.mindseye.lang.PointSample;
import com.simiacryptus.mindseye.lang.Tensor;
import com.simiacryptus.mindseye.opt.TrainingMonitor;
import com.simiacryptus.ref.lang.ReferenceCounting;
import com.simiacryptus.ref.wrappers.RefList;

import javax.annotation.Nonnull;

public interface Trainable extends ReferenceCounting {
  Layer getLayer();

  default void setData(RefList tensors) {
    tensors.freeRef();
  }

  @Nonnull
  default CachedTrainable cached() {
    return new CachedTrainable<>(this.addRef());
  }

  PointSample measure(TrainingMonitor monitor);

  default boolean reseed(final long seed) {
    return false;
  }

  Trainable addRef();

}