org.nd4j.serde.json.LegacyIActivationDeserializer Maven / Gradle / Ivy
/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://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.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
package org.nd4j.serde.json;
import lombok.NonNull;
import org.nd4j.linalg.activations.IActivation;
import org.nd4j.linalg.activations.impl.*;
import org.nd4j.shade.jackson.databind.ObjectMapper;
import java.util.HashMap;
import java.util.Map;
/**
* Deserializer for IActivation JSON in legacy format - see {@link BaseLegacyDeserializer}
*
* @author Alex Black
*/
public class LegacyIActivationDeserializer extends BaseLegacyDeserializer {
private static final Map LEGACY_NAMES = new HashMap<>();
private static ObjectMapper legacyMapper;
public static void setLegacyJsonMapper(ObjectMapper mapper){
legacyMapper = mapper;
}
static {
LEGACY_NAMES.put("Cube", ActivationCube.class.getName());
LEGACY_NAMES.put("ELU", ActivationELU.class.getName());
LEGACY_NAMES.put("HardSigmoid", ActivationHardSigmoid.class.getName());
LEGACY_NAMES.put("HardTanh", ActivationHardTanH.class.getName());
LEGACY_NAMES.put("Identity", ActivationIdentity.class.getName());
LEGACY_NAMES.put("LReLU", ActivationLReLU.class.getName());
LEGACY_NAMES.put("RationalTanh", ActivationRationalTanh.class.getName());
LEGACY_NAMES.put("RectifiedTanh", ActivationRectifiedTanh.class.getName());
LEGACY_NAMES.put("SELU", ActivationSELU.class.getName());
LEGACY_NAMES.put("SWISH", ActivationSwish.class.getName());
LEGACY_NAMES.put("ReLU", ActivationReLU.class.getName());
LEGACY_NAMES.put("RReLU", ActivationRReLU.class.getName());
LEGACY_NAMES.put("Sigmoid", ActivationSigmoid.class.getName());
LEGACY_NAMES.put("Softmax", ActivationSoftmax.class.getName());
LEGACY_NAMES.put("Softplus", ActivationSoftPlus.class.getName());
LEGACY_NAMES.put("SoftSign", ActivationSoftSign.class.getName());
LEGACY_NAMES.put("TanH", ActivationTanH.class.getName());
//The following didn't previously have subtype annotations - hence will be using default name (class simple name)
LEGACY_NAMES.put(ActivationReLU6.class.getSimpleName(), ActivationReLU6.class.getName());
}
@Override
public Map getLegacyNamesMap() {
return LEGACY_NAMES;
}
@Override
public ObjectMapper getLegacyJsonMapper() {
return legacyMapper;
}
@Override
public Class> getDeserializedType() {
return IActivation.class;
}
public static void registerLegacyClassDefaultName(@NonNull Class extends IActivation> clazz){
registerLegacyClassSpecifiedName(clazz.getSimpleName(), clazz);
}
public static void registerLegacyClassSpecifiedName(@NonNull String name, @NonNull Class extends IActivation> clazz){
LEGACY_NAMES.put(name, clazz.getName());
}
}