53 lines
2.1 KiB
C++
53 lines
2.1 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author Yurii Shyrma (iuriish@yahoo.com), created on 19.04.2018
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//
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#ifndef LIBND4J_ACTIVATIONS_H
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#define LIBND4J_ACTIVATIONS_H
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#include <ops/declarable/helpers/helpers.h>
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namespace sd {
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namespace ops {
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namespace helpers {
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ND4J_EXPORT void softMaxForVector(sd::LaunchContext * context, const NDArray &input, NDArray &output);
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ND4J_EXPORT void logSoftMaxForVector(sd::LaunchContext * context, const NDArray &input, NDArray &output);
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ND4J_EXPORT void softmax(sd::LaunchContext * context, const NDArray &input, NDArray &output, const int dimension);
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ND4J_EXPORT void logSoftmax(sd::LaunchContext * context, const NDArray &input, NDArray &output, const int dimension);
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ND4J_EXPORT void softmaxDerivative(sd::LaunchContext * context, const NDArray& input, NDArray& output, const int dimension);
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ND4J_EXPORT void prelu(sd::LaunchContext * context, const NDArray &input, const NDArray &alpha, NDArray &output);
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ND4J_EXPORT void preluBP(sd::LaunchContext * context, const NDArray &input, const NDArray &alpha, const NDArray &dLdO, NDArray &dLdI, NDArray &dLdA);
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ND4J_EXPORT void thresholdRelu(sd::LaunchContext * context, const NDArray &input, double threshold, NDArray &output);
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ND4J_EXPORT void thresholdReluDerivative(sd::LaunchContext * context, NDArray *input, double threshold, NDArray* dLdO, NDArray *output);
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}
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}
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}
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#endif //LIBND4J_ACTIVATIONS_H
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