cavis/libnd4j/include/ops/declarable/generic/activations/cube.cpp

/*******************************************************************************
 * 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
 ******************************************************************************/

//
//  @author raver119@gmail.com
//


#include <op_boilerplate.h>
#if NOT_EXCLUDED(OP_cube)

#include <ops/declarable/CustomOperations.h>
#include <ops/declarable/helpers/legacy_helpers.h>

namespace nd4j {
    namespace ops {
        CONFIGURABLE_OP_IMPL(cube, 1, 1, true, 0, 0) {
            auto input = INPUT_VARIABLE(0);
            auto output = OUTPUT_VARIABLE(0);

            input->applyTransform(nd4j::transform::Cube, *output);
            STORE_RESULT(output);

            return Status::OK();
        }

        DECLARE_TYPES(cube) {
            getOpDescriptor()
                    ->setAllowedInputTypes(0, DataType::ANY)
                    ->setSameMode(true);
        }

        CONFIGURABLE_OP_IMPL(cube_bp, 2, 1, true, 0, 0) {
            auto input = INPUT_VARIABLE(0);
            auto epsilon = INPUT_VARIABLE(1);

            auto z = OUTPUT_VARIABLE(0);

            //input->applyPairwiseTransform(pairwise::CUBEDerivativeE, epsilon, z, nullptr);
            helpers::cubeDerivative(block.launchContext(), input, epsilon, z);
            return Status::OK();
        }

        DECLARE_TYPES(cube_bp) {
            getOpDescriptor()
                    ->setAllowedInputTypes(0, DataType::ANY)
                    ->setAllowedInputTypes(1, {DataType::FLOAT32, DataType ::DOUBLE, DataType::HALF})
                    ->setAllowedOutputTypes(0, {DataType::FLOAT32, DataType ::DOUBLE, DataType::HALF});
        }
    }
}

#endif