wehub-resource-sync
63 lines
2.5 KiB
C++
63 lines
2.5 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 AbdelRauf
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//
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#include <ops/declarable/helpers/reductions.h>
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#include <vector>
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#include <system/selective_rendering.h>
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namespace sd {
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namespace ops {
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namespace helpers {
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//////////////////////////////////////////////////////////////////////////
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template <typename X, typename Z>
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void variance_(NDArray& input, NDArray& output, const std::vector<sd::LongType>& dimensions, bool biasCorrected);
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template <typename X, typename Z>
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void standardDeviation_(NDArray& input, NDArray& output, const std::vector<sd::LongType>& dimensions, bool biasCorrected);
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//////////////////////////////////////////////////////////////////////////
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void variance(NDArray& input, NDArray& output, const std::vector<LongType>& dimensions, bool biasCorrected) {
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auto inputDType = input.dataType();
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auto outputDType = output.dataType();
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BUILD_DOUBLE_SELECTOR(input.dataType(), output.dataType(), variance_, (input, output, dimensions, biasCorrected),
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SD_COMMON_TYPES, SD_FLOAT_TYPES);
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}
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void standardDeviation(NDArray& input, NDArray& output, const std::vector<LongType>& dimensions, bool biasCorrected) {
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auto inputDType = input.dataType();
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auto outputDType = output.dataType();
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BUILD_DOUBLE_SELECTOR(input.dataType(), output.dataType(), standardDeviation_,
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(input, output, dimensions, biasCorrected), SD_NUMERIC_TYPES, SD_FLOAT_TYPES);
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}
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BUILD_DOUBLE_TEMPLATE(void variance_,
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(NDArray&, NDArray&, const std::vector<sd::LongType>&, bool),
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SD_NUMERIC_TYPES,
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SD_FLOAT_TYPES)
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BUILD_DOUBLE_TEMPLATE(void standardDeviation_,
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(NDArray&, NDArray&, const std::vector<sd::LongType>&, bool),
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SD_NUMERIC_TYPES,
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SD_FLOAT_TYPES)
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} // namespace helpers
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} // namespace ops
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} // namespace sd
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