wehub-resource-sync
71 lines
2.4 KiB
C++
71 lines
2.4 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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#include <ops/declarable/helpers/flatten.h>
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#if NOT_EXCLUDED(OP_flatten)
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namespace sd {
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namespace ops {
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namespace helpers {
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template <typename T>
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static void flatten_(std::vector<NDArray *> &inputs, NDArray *output, const char order) {
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int numArrays = inputs.size();
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std::vector<sd::LongType> offsets(numArrays);
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sd::LongType cOffset = 0;
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// calculating offsets in output
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for (int e = 0; e < numArrays; e++) {
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offsets[e] = cOffset;
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cOffset += inputs[e]->lengthOf();
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}
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// actually transferring data
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for (sd::LongType e = 0; e < numArrays; e++) {
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auto z = reinterpret_cast<T *>(output->bufferWithOffset(offsets[e]));
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auto xBuffer = inputs[e]->bufferAsT<T>();
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auto xShapeInfo = inputs[e]->shapeInfo();
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// Cache shape-related values outside the inner loop
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const int xRank = shape::rank(xShapeInfo);
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const sd::LongType* xShape = shape::shapeOf(xShapeInfo);
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const sd::LongType* xStride = shape::stride(xShapeInfo);
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const sd::LongType xLength = inputs[e]->lengthOf();
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for (sd::LongType i = 0; i < xLength; i++) {
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sd::LongType xOffset;
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sd::LongType xCoords[SD_MAX_RANK];
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// Use cached shape values for coordinate transforms
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INDEX2COORDS(i, xRank, xShape, xCoords);
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COORDS2INDEX(xRank, xStride, xCoords, xOffset);
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z[i] = xBuffer[xOffset];
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}
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}
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}
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void flatten(sd::LaunchContext *context, std::vector<NDArray *> &inputs, NDArray *output, char order) {
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BUILD_SINGLE_SELECTOR(output->dataType(), flatten_, (inputs, output, order), SD_COMMON_TYPES);
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}
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} // namespace helpers
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} // namespace ops
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} // namespace sd
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#endif |