wehub-resource-sync
58 lines
2.6 KiB
C++
58 lines
2.6 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 Yurii Shyrma (iuriish@yahoo.com), created on 15.02.2018
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//
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#ifndef LIBND4J_GRU_H
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#define LIBND4J_GRU_H
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#include <ops/declarable/helpers/helpers.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 gruCell(LaunchContext* context, NDArray* x, NDArray* hLast, NDArray* Wru,
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NDArray* Wc, NDArray* bru, NDArray* bc, NDArray* r, NDArray* u, NDArray* c,
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NDArray* h);
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SD_LIB_HIDDEN void gruCell(NDArray* x, NDArray* hLast, NDArray* Wru, NDArray* Wc,
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NDArray* b, NDArray* gates, NDArray* h, bool linearBeforeReset);
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SD_LIB_HIDDEN void gruTimeLoop(LaunchContext* context, NDArray* x, NDArray* h0, NDArray* Wx,
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NDArray* Wh, NDArray* b, NDArray* h, bool linearBeforeReset);
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SD_LIB_HIDDEN void gruCellBp(LaunchContext* context, NDArray* x, NDArray* hLast, NDArray* W,
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NDArray* Wc, NDArray* b, NDArray* bc, NDArray* dLdr,
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NDArray* dLdu, NDArray* dLdc, NDArray* dLdh, NDArray* dLdx,
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NDArray* dLdhLast, NDArray* dLdW, NDArray* dLdWc, NDArray* dLdb, NDArray* dLdbc);
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SD_LIB_HIDDEN void gruCellBp(LaunchContext* context, NDArray* x, NDArray* hI, NDArray* Wx,
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NDArray* Wh, NDArray* b, NDArray* dLdh, NDArray* gates,
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NDArray* dLdx, NDArray* dLdhI, NDArray* dLdWx, NDArray* dLdWh, NDArray* dLdb);
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SD_LIB_HIDDEN void gruTimeLoopBp(LaunchContext* context, NDArray* x, NDArray* hI, NDArray* Wx,
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NDArray* Wh, NDArray* b, NDArray* dLdh, NDArray* dLdx,
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NDArray* dLdhI, NDArray* dLdWx, NDArray* dLdWh, NDArray* dLdb);
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} // namespace helpers
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} // namespace ops
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} // namespace sd
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#endif // LIBND4J_GRU_H
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