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 raver119@gmail.com
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//
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#include <array/NDArray.h>
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#include <execution/LaunchContext.h>
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#include <graph/RandomGenerator.h>
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#include <helpers/helper_random.h>
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namespace sd {
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class SD_LIB_EXPORT RandomLauncher {
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public:
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static void applyDropOut(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array,
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double retainProb, NDArray* z = nullptr);
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static void applyInvertedDropOut(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array,
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double retainProb, NDArray* z = nullptr);
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static void applyAlphaDropOut(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array,
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double retainProb, double alpha, double beta, double alphaPrime, NDArray* z = nullptr);
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static void fillUniform(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array, double from,
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double to);
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static void fillGaussian(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array, double mean,
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double stdev);
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static void fillExponential(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array,
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double lambda);
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static void fillLogNormal(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array, double mean,
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double stdev);
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static void fillTruncatedNormal(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array,
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double mean, double stdev);
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static void fillBinomial(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array, int trials,
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double prob);
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static void fillBernoulli(LaunchContext* context, graph::RandomGenerator& rng, NDArray* array, double prob);
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};
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} // namespace sd
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