org.nd4j.linalg.api.ops.impl.layers.recurrent.config.SRUConfiguration 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 SRUConfiguration {
/**
* NDArray* input = INPUT_VARIABLE(0); // X, input 3d tensor [bS x K x N], N - number of time steps, bS - batch size, K - number of features
NDArray* weights = INPUT_VARIABLE(1); // W, 2d tensor of weights [3K x K]
NDArray* bias = INPUT_VARIABLE(2); // B, row of biases with twice length [1 ?? 2*K]
NDArray* init = INPUT_VARIABLE(3); // C_{0}, 2d tensor of initial state [bS x K] at time t=0
*/
private SDVariable inputs,weights,bias,init;
public SDVariable[] args() {
return new SDVariable[] {inputs,weights,bias,init};
}
}