wehub-resource-sync
72 lines
4.2 KiB
C++
72 lines
4.2 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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//
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#ifndef __H_LEGACY_HELPERS__
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#define __H_LEGACY_HELPERS__
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#include <array/NDArray.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 reluDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond);
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SD_LIB_HIDDEN void reluDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void relu6Derivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void leakyReluDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput, const float alpha);
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SD_LIB_HIDDEN void eluDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond, NDArray* theOutput,
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const float alpha);
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SD_LIB_HIDDEN void seluDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void cubeDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void reduceNorm1(LaunchContext* context, NDArray* theFirst, NDArray* theSecond, NDArray* theOutput);
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SD_LIB_HIDDEN void sigmCrossEntropy(LaunchContext* context, NDArray* logits, NDArray* lablels, NDArray* theOutput);
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SD_LIB_HIDDEN void sigmCrossEntropyGrad(LaunchContext* context, NDArray* logits, NDArray* lablels,
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NDArray* theOutput);
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SD_LIB_HIDDEN void tanhDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void hardTanhDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void rationalTanhDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void rectifiedTanhDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void softSignDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void softPlusDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void sigmoidDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void hardSigmoidDerivative(LaunchContext* context, NDArray* theFirst, NDArray* theSecond,
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NDArray* theOutput);
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SD_LIB_HIDDEN void logSumExp(LaunchContext* context, NDArray* input, NDArray* axis, NDArray* output);
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SD_LIB_HIDDEN void logSumExp(LaunchContext* context, NDArray* input, NDArray* subtrah, NDArray* axis,
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NDArray* output);
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SD_LIB_HIDDEN void weightedCrossEntropyWithLogitsFunctor(LaunchContext* context, NDArray* targets,
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NDArray* input, NDArray* weights, 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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