wehub-resource-sync
104 lines
5.5 KiB
C++
104 lines
5.5 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 sgazeos@gmail.com
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// @brief helpers fuctions for segment_* ops (segment_max, segment_min, etc.)
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// @brief helpers fuctions for unsorted_segment_* ops (unsorted_segment_max, etc.)
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//
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#ifndef __SEGMENT_HELPERS__
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#define __SEGMENT_HELPERS__
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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 bool segmentIndicesValidate(LaunchContext* context, NDArray* indices, NDArray& expected,
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NDArray& output);
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SD_LIB_HIDDEN bool unsortedSegmentIndicesValidate(LaunchContext* context, NDArray* indices, LongType numOfClasses,
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LongType& output);
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SD_LIB_HIDDEN void segmentMaxFunctor(LaunchContext* context, NDArray* input, NDArray* indices, NDArray* output);
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SD_LIB_HIDDEN void segmentMinFunctor(LaunchContext* context, NDArray* input, NDArray* indices, NDArray* output);
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SD_LIB_HIDDEN void segmentMeanFunctor(LaunchContext* context, NDArray* input, NDArray* indices, NDArray* output);
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SD_LIB_HIDDEN void segmentSumFunctor(LaunchContext* context, NDArray* input, NDArray* indices, NDArray* output);
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SD_LIB_HIDDEN void segmentProdFunctor(LaunchContext* context, NDArray* input, NDArray* indices, NDArray* output);
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SD_LIB_HIDDEN void unsortedSegmentSqrtNFunctor(LaunchContext* context, NDArray* input, NDArray* indices,
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LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN void unsortedSegmentMaxFunctor(LaunchContext* context, NDArray* input, NDArray* indices,
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LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN void unsortedSegmentMinFunctor(LaunchContext* context, NDArray* input, NDArray* indices,
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LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN void unsortedSegmentMeanFunctor(LaunchContext* context, NDArray* input, NDArray* indices,
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LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN void unsortedSegmentSumFunctor(LaunchContext* context, NDArray* input, NDArray* indices,
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LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN void unsortedSegmentProdFunctor(LaunchContext* context, NDArray* input, NDArray* indices,
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LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN Status segmentMaxFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, NDArray* output);
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SD_LIB_HIDDEN Status segmentMinFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, NDArray* output);
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SD_LIB_HIDDEN Status segmentMeanFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, NDArray* output);
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SD_LIB_HIDDEN Status segmentSumFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, NDArray* output);
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SD_LIB_HIDDEN Status segmentProdFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, NDArray* output);
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SD_LIB_HIDDEN Status unsortedSegmentSqrtNFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN Status unsortedSegmentMaxFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN Status unsortedSegmentMinFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN Status unsortedSegmentMeanFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN Status unsortedSegmentSumFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, LongType numOfClasses, NDArray* output);
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SD_LIB_HIDDEN Status unsortedSegmentProdFunctorBP(LaunchContext* context, NDArray* input, NDArray* indices,
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NDArray* gradOut, LongType numOfClasses, NDArray* output);
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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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