cavis/libnd4j/include/ops/declarable/CustomOperations.h
Oleh 69c92ca5ae
Learning updaters for gradient (#335)
* libnd4j raw implementation of sgd upader

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j some corrections and simple test added

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j some corrections after discussion

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j integrate applyScalar

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j raw implementation of rmsPropUpdater on cpu

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fix operations declaration

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j rmsPropUpdater added, test cases for sgd, etc

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fixed several typos

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j some fixes and improvements for rmsPropUpdater based on Java tests

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fixed cuda implementation, update tests and corrected behavior according java tests

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j adaGrad updater added

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j one minor fix for ada grad

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j several more fixes for ada_grad

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j nesterovs updater added

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fixed nesterovs updater behavior, several typos and rename file

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j one minor typo

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j ada max updater added

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fixed several typos in adaMax updater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fixed several typos in adaMaxUpdater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j several fixes for adaMax, added Adam Updater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j adaDeltaUpdater added, minor fixes for adamUpdater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j several fixes for adaDeltaUpdater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j nadamUpdater added

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j one more correction for nadam updater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j several fixes for nadam updater and added amsGradUpdater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j several typos fixed in amsGradUpdater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j some corrections and added f order support rmsProp updater

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j added support of f order for all updaters and modify tests for testing in place

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j fixed issues for updates when not in place mode used, added tests for f order

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j added input shape checks

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j some corrections for different cases handling

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j some code clean up and optimize per request

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j updaters refactoring after review

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* SgdUpdater wrapper

Signed-off-by: raver119 <raver119@gmail.com>

* first test

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* RmsPropUpdater added

Signed-off-by: raver119 <raver119@gmail.com>

* NadamUpdater + NesterovsUpdater

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* AmsGradUpdater

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* AdamUpdater added

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* AdaGradUpdater + AdaDeltaUpdater + AdaMaxUpdater

Signed-off-by: raver119 <raver119@gmail.com>

* AdaGradUpdater test added

Signed-off-by: raver119 <raver119@gmail.com>

* libnd4j remove input parameters parsing through NDArray, split implementation of helpers to separate files, added some rename, etc

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j next step to split operations implementation into separate files

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j merge master and minor corrections

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j revert some changes of split implementation

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j forgot to add header file

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* public default constructors

Signed-off-by: raver119 <raver119@gmail.com>

* ImportClassMapping updated

Signed-off-by: raver119 <raver119@gmail.com>

Co-authored-by: raver119 <raver119@gmail.com>
2020-03-23 07:28:31 +03:00

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/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://www.apache.org/licenses/LICENSE-2.0.
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
//
// Created by raver119 on 07.10.2017.
//
#ifndef LIBND4J_CUSTOMOPERATIONS_H
#define LIBND4J_CUSTOMOPERATIONS_H
#include <ops/declarable/headers/activations.h>
#include <ops/declarable/headers/boolean.h>
#include <ops/declarable/headers/broadcastable.h>
#include <ops/declarable/headers/convo.h>
#include <ops/declarable/headers/list.h>
#include <ops/declarable/headers/recurrent.h>
#include <ops/declarable/headers/transforms.h>
#include <ops/declarable/headers/parity_ops.h>
#include <ops/declarable/headers/shape.h>
#include <ops/declarable/headers/random.h>
#include <ops/declarable/headers/nlp.h>
#include <ops/declarable/headers/nn.h>
#include <ops/declarable/headers/blas.h>
#include <ops/declarable/headers/bitwise.h>
#include <ops/declarable/headers/loss.h>
#include <ops/declarable/headers/datatypes.h>
#include <ops/declarable/headers/third_party.h>
#include <ops/declarable/headers/tests.h>
#include <ops/declarable/headers/kernels.h>
#include <ops/declarable/headers/strings.h>
#include <ops/declarable/headers/compat.h>
#include <ops/declarable/headers/util.h>
#include <ops/declarable/headers/BarnesHutTsne.h>
#include <ops/declarable/headers/images.h>
#include <ops/declarable/headers/updaters.h>
#include <system/dll.h>
#include <helpers/shape.h>
#include <helpers/TAD.h>
#include <graph/Status.h>
#include <helpers/ArrayUtils.h>
#include <helpers/ShapeBuilders.h>
#include <array/NDArrayFactory.h>
#include <helpers/OpTracker.h>
#include <helpers/ConstantShapeHelper.h>
#include <helpers/ConstantTadHelper.h>
namespace sd {
struct ND4J_EXPORT _loader {
_loader();
};
namespace ops {
// logic ops
DECLARE_DIVERGENT_OP(Switch, 2, 2, true);
DECLARE_LOGIC_OP(While);
DECLARE_LOGIC_OP(Scope);
DECLARE_LOGIC_OP(Conditional);
DECLARE_LOGIC_OP(Return);
/**
* This operations exposes given arguments as it's own outputs, but does it only once.
* Subsequent calls will be served directly by this op.
*
* PLEASE NOTE: This operation is internal graph operation, and shouldn't be used directly usually.
*/
DECLARE_CUSTOM_OP(expose, -1, -1, true, 0, 0);
}
}
#endif //LIBND4J_CUSTOMOPERATIONS_H