org.nd4j.linalg.api.ops.impl.layers.convolution.config.Conv2DConfig 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.convolution.config;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;
import org.nd4j.base.Preconditions;
import java.util.LinkedHashMap;
import java.util.Map;
@Builder
@Data
@AllArgsConstructor
@NoArgsConstructor
public class Conv2DConfig extends BaseConvolutionConfig {
public static final String NCHW = "NCHW";
public static final String NHWC = "NHWC";
@Builder.Default
private long kH = -1L;
@Builder.Default
private long kW = -1L;
@Builder.Default
private long sH = 1;
@Builder.Default
private long sW = 1;
@Builder.Default
private long pH = 0;
@Builder.Default
private long pW = 0;
@Builder.Default
private long dH = 1;
@Builder.Default
private long dW = 1;
private boolean isSameMode;
@Builder.Default
private String dataFormat = NCHW;
public boolean isNHWC(){
Preconditions.checkState(dataFormat.equalsIgnoreCase(NCHW) || dataFormat.equalsIgnoreCase(NHWC),
"Data format must be one of %s or %s, got %s", NCHW, NHWC, dataFormat);
return dataFormat.equalsIgnoreCase(NHWC);
}
public void isNHWC(boolean isNHWC){
if(isNHWC){
dataFormat = NHWC;
} else {
dataFormat = NCHW;
}
}
public Map toProperties() {
Map ret = new LinkedHashMap<>();
ret.put("kH", kH);
ret.put("kW", kW);
ret.put("sH", sH);
ret.put("sW", sW);
ret.put("pH", pH);
ret.put("pW", pW);
ret.put("dH", dH);
ret.put("dW", dW);
ret.put("isSameMode", isSameMode);
ret.put("dataFormat", dataFormat);
return ret;
}
}