org.nd4j.linalg.api.ops.impl.layers.recurrent.config.SRUCellConfiguration 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.linalg.api.ops.impl.layers.recurrent.config;
import lombok.Builder;
import lombok.Data;
import org.nd4j.autodiff.samediff.SDVariable;
@Data
@Builder
public class SRUCellConfiguration {
/**
*
NDArray* xt = INPUT_VARIABLE(0); // input [batchSize x inSize], batchSize - batch size, inSize - number of features
NDArray* ct_1 = INPUT_VARIABLE(1); // previous cell state ct [batchSize x inSize], that is at previous time step t-1
NDArray* w = INPUT_VARIABLE(2); // weights [inSize x 3*inSize]
NDArray* b = INPUT_VARIABLE(3); // biases [1 × 2*inSize]
NDArray* ht = OUTPUT_VARIABLE(0); // current cell output [batchSize x inSize], that is at current time step t
NDArray* ct = OUTPUT_VARIABLE(1); // current cell state [batchSize x inSize], that is at current time step t
*/
private SDVariable xt,ct_1,w,b,h1,ct;
public SDVariable[] args() {
return new SDVariable[] {xt,ct_1,w,b,h1,ct};
}
}