wehub-resource-sync
63 lines
3.0 KiB
C++
63 lines
3.0 KiB
C++
/* ******************************************************************************
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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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// @author raver119@gmail.com
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//
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#ifndef DEV_TESTS_SG_CB_H
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#define DEV_TESTS_SG_CB_H
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#include <array/NDArray.h>
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#include <system/op_boilerplate.h>
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#include <types/types.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 skipgram(NDArray &syn0, NDArray &syn1, NDArray &syn1Neg, NDArray &expTable, NDArray &negTable,
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NDArray &target, NDArray &ngStarter, int nsRounds, NDArray &indices, NDArray &codes,
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NDArray &alpha, NDArray &randomValue, NDArray &inferenceVector, const bool preciseMode,
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const int numWorkers,const int iterations,double minLearningRate);
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SD_LIB_HIDDEN void skipgramInference(NDArray &syn0, NDArray &syn1, NDArray &syn1Neg, NDArray &expTable, NDArray &negTable, int target,
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int ngStarter, int nsRounds, NDArray &indices, NDArray &codes, double alpha, LongType randomValue,
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NDArray &inferenceVector, const bool preciseMode, const int numWorkers,double minLearningRate,const int iterations);
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SD_LIB_HIDDEN void cbow(NDArray &syn0, NDArray &syn1, NDArray &syn1Neg, NDArray &expTable, NDArray &negTable,
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NDArray &target, NDArray &ngStarter, int nsRounds, NDArray &context, NDArray &lockedWords,
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NDArray &indices, NDArray &codes, NDArray &alpha, NDArray &randomValue, NDArray &numLabels,
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NDArray &inferenceVector, const bool trainWords, const int numWorkers,double minLearningRate,const int iterations);
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SD_LIB_HIDDEN void cbowInference(NDArray &syn0, NDArray &syn1, NDArray &syn1Neg, NDArray &expTable, NDArray &negTable, int target,
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int ngStarter, int nsRounds, NDArray &context, NDArray &lockedWords, NDArray &indices, NDArray &codes,
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double alpha, LongType randomValue, int numLabels, NDArray &inferenceVector, const bool trainWords,
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int numWorkers,int iterations,double minLearningRate);
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SD_LIB_HIDDEN int binarySearch(const int *haystack, const int needle, const int totalElements);
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} // namespace helpers
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} // namespace ops
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} // namespace sd
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#endif // DEV_TESTS_SG_CB_H
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