wehub-resource-sync
70 lines
4.0 KiB
C++
70 lines
4.0 KiB
C++
/*
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* ******************************************************************************
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* *
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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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* * See the NOTICE file distributed with this work for additional
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* * information regarding copyright ownership.
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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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//
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// @author Oleh Semeniv (oleg.semeniv@gmail.com)
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//
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#ifndef LIBND4J_UPDATER_RMS_PROM_H
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#define LIBND4J_UPDATER_RMS_PROM_H
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#include <array/NDArray.h>
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#include <system/op_boilerplate.h>
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namespace sd {
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namespace ops {
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namespace helpers {
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SD_LIB_HIDDEN void updaterRmsProp(LaunchContext* context, NDArray& gradient, NDArray& initState,
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NDArray& update, NDArray& stateG, const double dLr, const double dRmsDecay,
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const double dEpsilon);
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SD_LIB_HIDDEN void updaterAdaGrad(LaunchContext* context, NDArray& gradient, NDArray& initState,
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NDArray& update, NDArray& stateH, const double dLr, const double dEpsilon);
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SD_LIB_HIDDEN void updaterNesterovs(LaunchContext* context, NDArray& gradient, NDArray& initState,
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NDArray& update, NDArray& stateV, const double dLr, const double bMomentum);
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SD_LIB_HIDDEN void updaterAdaMax(LaunchContext* context, NDArray& gradient, NDArray& initStateU,
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NDArray& initStateM, NDArray& update, NDArray& stateU, NDArray& stateM,
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const double dLr, const double dBeta1, const double dBeta2, const double dEpsilon,
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const int nIteration);
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SD_LIB_HIDDEN void updaterAdam(LaunchContext* context, NDArray& gradient, NDArray& initStateU,
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NDArray& initStateM, NDArray& update, NDArray& stateU, NDArray& stateM,
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const double dLr, const double dBeta1, const double dBeta2, const double dEpsilon,
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const int nIteration);
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SD_LIB_HIDDEN void updaterAdaDelta(LaunchContext* context, NDArray& gradient, NDArray& initStateMsg,
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NDArray& initStateMsdx, NDArray& update, NDArray& stateMsg, NDArray& stateMsdx,
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const double dRho, const double dEpsilon);
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SD_LIB_HIDDEN void updaterNadam(LaunchContext* context, NDArray& gradient, NDArray& initStateV,
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NDArray& initStateM, NDArray& update, NDArray& stateV, NDArray& stateM,
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const double dLr, const double dBeta1, const double dBeta2, const double dEpsilon,
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const int nIteration);
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SD_LIB_HIDDEN void updaterAmsGrad(LaunchContext* context, NDArray& gradient, NDArray& initStateV,
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NDArray& initStateM, NDArray& initStateH, NDArray& update,
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NDArray& stateV, NDArray& stateM, NDArray& stateH, const double dLr,
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const double dBeta1, const double dBeta2, const double dEpsilon,
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const int nIteration);
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SD_LIB_HIDDEN void updaterAdaBelief(LaunchContext* context, NDArray& gradient, NDArray& initStateU,
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NDArray& initStateM, NDArray& update, NDArray& stateU, NDArray& stateM,
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const double dLr, const double dBeta1, const double dBeta2, const double dEpsilon,
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const int nIteration);
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} // namespace helpers
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} // namespace ops
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} // namespace sd
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#endif
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