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cavis/libnd4j/include/helpers/LoopKind.h

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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
******************************************************************************/
//
// @author Yurii Shyrma (iuriish@yahoo.com), created on 16.04.2019
//
#ifndef LIBND4J_LOOPKIND_H
#define LIBND4J_LOOPKIND_H
// #include <pointercast.h>
#include <shape.h>
// #include <OmpLaunchHelper.h>
// #include <DataTypeUtils.h>
// #include <ops.h>
// #include <indexreduce.h>
// #include <helpers/ConstantTadHelper.h>
// #include <openmp_pragmas.h>
namespace nd4j {
class ND4J_EXPORT LoopKind {
public:
enum Kind {SMALLARR2DX, EWS1, EWSNONZERO, RANK1, RANK2, RANK3, RANK4, RANK5, X_EWSNONZERO, Y_EWSNONZERO, Z_EWSNONZERO, COMMON};
static FORCEINLINE Kind deduceKindOfLoopXZ(const Nd4jLong* xShapeInfo, const Nd4jLong* zShapeInfo);
static FORCEINLINE Kind deduceKindOfLoopXYZ(const Nd4jLong* xShapeInfo, const Nd4jLong* yShapeInfo, const Nd4jLong* zShapeInfo);
static FORCEINLINE Kind deduceKindOfLoopTadXZ(const Nd4jLong* xShapeInfo, const Nd4jLong* zShapeInfo, const Nd4jLong* tadShapeInfo);
static FORCEINLINE Kind deduceKindOfLoopTadXYZ(const Nd4jLong* xTadShapeInfo, const Nd4jLong* yTadShapeInfo, const Nd4jLong* zShapeInfo);
};
//////////////////////////////////////////////////////////////////////////////
LoopKind::Kind LoopKind::deduceKindOfLoopXZ(const Nd4jLong* xShapeInfo, const Nd4jLong* zShapeInfo) {
const int xRank = shape::rank(xShapeInfo);
const Nd4jLong xEws = shape::elementWiseStride(xShapeInfo);
const Nd4jLong zEws = shape::elementWiseStride(zShapeInfo);
const char xOrder = shape::order(xShapeInfo);
const char zOrder = shape::order(zShapeInfo);
int temp;
const bool xVectorOrC = shape::isCommonVector(xShapeInfo, temp) || xOrder == 'c';
const bool zVectorOrC = shape::isCommonVector(zShapeInfo, temp) || zOrder == 'c';
const bool shapesSame = shape::shapeEquals(xShapeInfo, zShapeInfo);
if (xEws == 1 && zEws == 1 && xOrder == zOrder && (shapesSame || xOrder == 'c'))
return EWS1;
if(xEws > 0 && zEws > 0 && ((xOrder == zOrder && (shapesSame || xOrder == 'c')) || (xVectorOrC && zVectorOrC)))
return EWSNONZERO;
if(xRank == 1 && shapesSame)
return RANK1;
if(xRank == 2 && shapesSame)
return RANK2;
if(xRank == 3 && shapesSame)
return RANK3;
if(xRank == 4 && shapesSame)
return RANK4;
if(xRank == 5 && shapesSame)
return RANK5;
if(xEws > 0 && xVectorOrC)
return X_EWSNONZERO;
if(zEws > 0 && zVectorOrC)
return Z_EWSNONZERO;
return COMMON;
}
//////////////////////////////////////////////////////////////////////////////
LoopKind::Kind LoopKind::deduceKindOfLoopXYZ(const Nd4jLong* xShapeInfo, const Nd4jLong* yShapeInfo, const Nd4jLong* zShapeInfo) {
const int xRank = shape::rank(xShapeInfo);
const Nd4jLong xEws = shape::elementWiseStride(xShapeInfo);
const Nd4jLong yEws = shape::elementWiseStride(yShapeInfo);
const Nd4jLong zEws = shape::elementWiseStride(zShapeInfo);
const char xOrder = shape::order(xShapeInfo);
const char yOrder = shape::order(yShapeInfo);
const char zOrder = shape::order(zShapeInfo);
int temp;
const bool xVectorOrC = shape::isCommonVector(xShapeInfo, temp) || xOrder == 'c';
const bool yVectorOrC = shape::isCommonVector(yShapeInfo, temp) || yOrder == 'c';
const bool zVectorOrC = shape::isCommonVector(zShapeInfo, temp) || zOrder == 'c';
const bool shapesSame = shape::shapeEquals(xShapeInfo, yShapeInfo, zShapeInfo);
if (xEws == 1 && yEws == 1 && zEws == 1 && xOrder == yOrder && xOrder == zOrder && (shapesSame || xOrder == 'c'))
return EWS1;
if(xEws > 0 && yEws > 0 && zEws > 0 && ((xOrder == yOrder && xOrder == zOrder && (shapesSame || xOrder == 'c')) || (xVectorOrC && yVectorOrC && zVectorOrC)))
return EWSNONZERO;
if(xRank == 1 && shapesSame)
return RANK1;
if(xRank == 2 && shapesSame)
return RANK2;
if(xRank == 3 && shapesSame)
return RANK3;
if(xRank == 4 && shapesSame)
return RANK4;
if(xRank == 5 && shapesSame)
return RANK5;
if(xEws > 0 && xVectorOrC)
return X_EWSNONZERO;
if(yEws > 0 && yVectorOrC)
return Y_EWSNONZERO;
if(zEws > 0 && zVectorOrC)
return Z_EWSNONZERO;
return COMMON;
}
//////////////////////////////////////////////////////////////////////////////
LoopKind::Kind LoopKind::deduceKindOfLoopTadXZ(const Nd4jLong* xShapeInfo, const Nd4jLong* zShapeInfo, const Nd4jLong* tadShapeInfo) {
const int xRank = shape::rank(xShapeInfo);
const int tRank = shape::rank(tadShapeInfo);
const Nd4jLong xEws = shape::elementWiseStride(xShapeInfo);
const Nd4jLong tEws = shape::elementWiseStride(tadShapeInfo);
const Nd4jLong zEws = shape::elementWiseStride(zShapeInfo);
const char xOrder = shape::order(xShapeInfo);
const char tOrder = shape::order(tadShapeInfo);
const char zOrder = shape::order(zShapeInfo);
const bool allC = (tOrder == zOrder && zOrder == 'c');
int temp;
const bool tVectorOrC = shape::isCommonVector(tadShapeInfo, temp) || tOrder == 'c';
const bool zVectorOrC = shape::isCommonVector(zShapeInfo, temp) || zOrder == 'c';;
if(shape::length(tadShapeInfo) * shape::length(zShapeInfo) <= Environment::getInstance()->elementwiseThreshold() && shape::rank(xShapeInfo) == 2 && xEws == 1 && xOrder == 'c' && xRank == 2 &&
tEws > 1 && zEws == 1 && (allC || (tVectorOrC && zVectorOrC)))
return SMALLARR2DX;
if(tEws == 1 && zEws == 1 && (allC || (tVectorOrC && zVectorOrC)))
return EWS1;
if(tEws > 0 && zEws > 0 && (allC || (tVectorOrC && zVectorOrC)))
return EWSNONZERO;
if(tRank == 1 && zEws == 1 && zVectorOrC)
return RANK1;
if(tRank == 2 && zEws == 1 && zVectorOrC)
return RANK2;
if(tRank == 3 && zEws == 1 && zVectorOrC)
return RANK3;
if(tRank == 4 && zEws == 1 && zVectorOrC)
return RANK4;
if(tRank == 5 && zEws == 1 && zVectorOrC)
return RANK5;
if(tEws > 0 && tVectorOrC && zEws == 0)
return X_EWSNONZERO;
if(zEws > 0 && zVectorOrC && tEws == 0)
return Z_EWSNONZERO;
return COMMON;
}
//////////////////////////////////////////////////////////////////////////////
LoopKind::Kind LoopKind::deduceKindOfLoopTadXYZ(const Nd4jLong* xTadShapeInfo, const Nd4jLong* yTadShapeInfo, const Nd4jLong* zShapeInfo) {
// both tad shapes are the same, but strides and ews may be different
const int tadRank = shape::rank(xTadShapeInfo);
const Nd4jLong xTadEws = shape::elementWiseStride(xTadShapeInfo);
const Nd4jLong yTadEws = shape::elementWiseStride(yTadShapeInfo);
const Nd4jLong zEws = shape::elementWiseStride(zShapeInfo);
const char xTadOrder = shape::order(xTadShapeInfo);
const char yTadOrder = shape::order(xTadShapeInfo);
const char zOrder = shape::order(zShapeInfo);
int position;
const bool xTadVectorOrC = shape::isCommonVector(xTadShapeInfo, position) || xTadOrder == 'c';
const bool yTadVectorOrC = shape::isCommonVector(yTadShapeInfo, position) || yTadOrder == 'c';
const bool zVectorOrC = shape::isCommonVector(zShapeInfo, position) || zOrder == 'c';
const bool allC = (xTadOrder == yTadOrder && xTadOrder == zOrder && zOrder == 'c');
if(xTadEws == 1 && yTadEws == 1 && zEws == 1 && allC)
return EWS1;
if(xTadEws > 0 && yTadEws > 0 && zEws > 0 && (allC || (xTadVectorOrC && yTadVectorOrC && zVectorOrC)))
return EWSNONZERO;
if(tadRank == 1 && zEws > 0 && zVectorOrC)
return RANK1;
if(tadRank == 2 && zEws > 0 && zVectorOrC)
return RANK2;
if(tadRank == 3 && zEws > 0 && zVectorOrC)
return RANK3;
if(tadRank == 4 && zEws > 0 && zVectorOrC)
return RANK4;
if(tadRank == 5 && zEws > 0 && zVectorOrC)
return RANK5;
return COMMON;
}
}
#endif //LIBND4J_LOOPKIND_H
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