deeplearning4j/deeplearning4j

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nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/ops/impl/layers/convolution/config/BaseConvolutionConfig.java

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2 days
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/*
 *  ******************************************************************************
 *  *
 *  *
 *  * 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.
 *  *
 *  *  See the NOTICE file distributed with this work for additional
 *  *  information regarding copyright ownership.
 *  * 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.linalg.api.ops.impl.layers.convolution.config;

import java.util.Map;

import lombok.extern.slf4j.Slf4j;
import lombok.val;
import org.nd4j.linalg.exception.ND4JIllegalStateException;

import java.lang.reflect.Field;

@Slf4j
public abstract class BaseConvolutionConfig {

    public abstract Map<String, Object> toProperties();

    /**
     * Get the value for a given property
     * for this function
     *
     * @param property the property to get
     * @return the value for the function if it exists
     */
    public Object getValue(Field property) {
        try {
            return property.get(this);
        } catch (IllegalAccessException e) {
            throw new RuntimeException(e);
        }
    }


    /**
     * Set the value for this function.
     * Note that if value is null an {@link ND4JIllegalStateException}
     * will be thrown.
     *
     * @param target the target field
     * @param value  the value to set
     */
    public void setValueFor(Field target, Object value) {
        if (value == null) {
            throw new ND4JIllegalStateException("Unable to set field " + target + " using null value!");
        }

        value = ensureProperType(target, value);

        try {
            target.set(this, value);
        } catch (IllegalAccessException e) {
            log.error("",e);
        }
    }

    private Object ensureProperType(Field targetType, Object value) {
        val firstClass = targetType.getType();
        val valueType = value.getClass();
        if (!firstClass.equals(valueType)) {
            if (firstClass.equals(int[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.intValue();
                }

                int otherValue = (int) value;
                int[] setValue = new int[]{otherValue};
                return setValue;
            } else if (firstClass.equals(Integer[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.intValue();
                }

                Integer otherValue = (Integer) value;
                Integer[] setValue = new Integer[]{otherValue};
                return setValue;
            } else if (firstClass.equals(long[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.longValue();
                }

                long otherValue = (long) value;
                long[] setValue = new long[]{otherValue};
                return setValue;

            } else if (firstClass.equals(Long[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.longValue();
                }

                Long otherValue = (Long) value;
                Long[] setValue = new Long[]{otherValue};
                return setValue;

            } else if (firstClass.equals(double[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.doubleValue();
                }


                double otherValue = (double) value;
                double[] setValue = new double[]{otherValue};
                return setValue;

            } else if (firstClass.equals(Double[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.doubleValue();
                }


                Double otherValue = (Double) value;
                Double[] setValue = new Double[]{otherValue};
                return setValue;

            } else if (firstClass.equals(float[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.floatValue();
                }


                float otherValue = (float) value;
                float[] setValue = new float[]{otherValue};
                return setValue;

            } else if (firstClass.equals(Float[].class)) {
                if (value instanceof Number) {
                    Number number = (Number) value;
                    value = number.floatValue();
                }


                Float otherValue = (Float) value;
                Float[] setValue = new Float[]{otherValue};
                return setValue;

            }
        }

        return value;
    }


    protected abstract void validate();
}