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|
// Copyright (c) 2020-2021, ARM Limited.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://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.
#include "op_factory.h"
#include "activation_funcs.h"
#include "comparison.h"
#include "control_flow.h"
#include "custom.h"
#include "data_layout.h"
#include "data_nodes.h"
#include "ewise_binary.h"
#include "ewise_ternary.h"
#include "ewise_unary.h"
#include "image.h"
#include "reduction.h"
#include "scatter_gather.h"
#include "tensor_ops.h"
#include "type_conversion.h"
using namespace TosaReference;
using namespace tosa;
GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
TosaSerializationHandler* tsh,
Op opType,
TosaAttributeBase* attribute,
TosaQuantInfoBase* qinfo,
uint64_t id,
DType inputDType,
int inputRank,
DType outputDType,
int outputRank,
DType weightDType,
int weightRank)
{
switch (opType)
{
// tensor_ops
case Op_ARGMAX:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, INT16);
break;
case Op_AVG_POOL2D:
DEF_FACTORY_ONE_TYPE(OpAvgPool2d, FLOAT);
DEF_FACTORY_ONE_TYPE(OpAvgPool2d, INT8);
DEF_FACTORY_ONE_TYPE(OpAvgPool2d, INT16);
break;
case Op_CONV2D:
DEF_FACTORY_TWO_TYPE(OpConv2d, FLOAT, FLOAT);
DEF_FACTORY_TWO_TYPE(OpConv2d, INT8, INT4);
DEF_FACTORY_TWO_TYPE(OpConv2d, INT8, INT8);
DEF_FACTORY_TWO_TYPE(OpConv2d, INT16, INT8);
break;
case Op_CONV3D:
DEF_FACTORY_TWO_TYPE(OpConv3d, FLOAT, FLOAT);
DEF_FACTORY_TWO_TYPE(OpConv3d, INT8, INT4);
DEF_FACTORY_TWO_TYPE(OpConv3d, INT8, INT8);
DEF_FACTORY_TWO_TYPE(OpConv3d, INT16, INT8);
break;
case Op_DEPTHWISE_CONV2D:
DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, FLOAT, FLOAT);
DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, INT8, INT4);
DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, INT8, INT8);
DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, INT16, INT8);
break;
case Op_FULLY_CONNECTED:
DEF_FACTORY_TWO_TYPE(OpFullyConnected, FLOAT, FLOAT);
DEF_FACTORY_TWO_TYPE(OpFullyConnected, INT8, INT4);
DEF_FACTORY_TWO_TYPE(OpFullyConnected, INT8, INT8);
DEF_FACTORY_TWO_TYPE(OpFullyConnected, INT16, INT8);
break;
case Op_MATMUL:
DEF_FACTORY_ONE_TYPE(OpMatMul, FLOAT);
DEF_FACTORY_ONE_TYPE(OpMatMul, INT8);
DEF_FACTORY_ONE_TYPE(OpMatMul, INT16);
break;
case Op_MAX_POOL2D:
DEF_FACTORY_ONE_TYPE(OpMaxPool2d, FLOAT);
DEF_FACTORY_ONE_TYPE(OpMaxPool2d, INT8);
DEF_FACTORY_ONE_TYPE(OpMaxPool2d, INT16);
break;
case Op_TRANSPOSE_CONV2D:
DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, FLOAT, FLOAT);
DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, INT8, INT4);
DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, INT8, INT8);
DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, INT16, INT8);
break;
// activation_funcs
case Op_CLAMP:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT16);
break;
case Op_SIGMOID:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FLOAT);
break;
case Op_TANH:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FLOAT);
break;
// ewise_binary
case Op_ADD:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, INT32);
break;
case Op_ARITHMETIC_RIGHT_SHIFT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpArithmeticRightShift, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpArithmeticRightShift, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpArithmeticRightShift, INT32);
break;
case Op_BITWISE_AND:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseAnd, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseAnd, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseAnd, INT32);
break;
case Op_BITWISE_OR:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseOr, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseOr, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseOr, INT32);
break;
case Op_BITWISE_XOR:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseXor, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseXor, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseXor, INT32);
break;
case Op_INTDIV:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIntdiv, INT32);
break;
case Op_LOGICAL_AND:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalAnd, BOOL);
break;
case Op_LOGICAL_LEFT_SHIFT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalLeftShift, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalLeftShift, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalLeftShift, INT32);
break;
case Op_LOGICAL_RIGHT_SHIFT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalRightShift, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalRightShift, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalRightShift, INT32);
break;
case Op_LOGICAL_OR:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalOr, BOOL);
break;
case Op_LOGICAL_XOR:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalXor, BOOL);
break;
case Op_MAXIMUM:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, INT32);
break;
case Op_MINIMUM:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, INT32);
break;
case Op_MUL:
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FLOAT, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT8, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT16, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT32, INT32);
break;
case Op_POW:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FLOAT);
break;
case Op_SUB:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, INT32);
break;
case Op_TABLE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTable, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTable, INT16);
break;
// ewise_unary
case Op_ABS:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, INT32);
break;
case Op_BITWISE_NOT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT32);
break;
case Op_CEIL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FLOAT);
break;
case Op_CLZ:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClz, INT32);
break;
case Op_EXP:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FLOAT);
break;
case Op_FLOOR:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FLOAT);
break;
case Op_LOG:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FLOAT);
break;
case Op_LOGICAL_NOT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalNot, BOOL);
break;
case Op_NEGATE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT32);
break;
case Op_RECIPROCAL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FLOAT);
break;
case Op_RSQRT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FLOAT);
break;
// ewise_ternary
case Op_SELECT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, BOOL);
break;
// comparison
case Op_EQUAL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, INT32);
break;
case Op_GREATER:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, INT32);
break;
case Op_GREATER_EQUAL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, INT32);
break;
// reduction
case Op_REDUCE_ALL:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceAll, BOOL);
break;
case Op_REDUCE_ANY:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceAny, BOOL);
break;
case Op_REDUCE_MAX:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT32);
break;
case Op_REDUCE_MIN:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT32);
break;
case Op_REDUCE_PRODUCT:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FLOAT);
break;
case Op_REDUCE_SUM:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSumInt, INT32);
break;
// data layout
case Op_CONCAT:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, BOOL);
break;
case Op_PAD:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, BOOL);
break;
case Op_RESHAPE:
DEF_FACTORY_RESHAPE(OpReshape, FLOAT);
DEF_FACTORY_RESHAPE(OpReshape, INT8);
DEF_FACTORY_RESHAPE(OpReshape, INT16);
DEF_FACTORY_RESHAPE(OpReshape, INT32);
DEF_FACTORY_RESHAPE(OpReshape, BOOL);
break;
case Op_REVERSE:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FLOAT);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, BOOL);
break;
case Op_SLICE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, BOOL);
break;
case Op_TILE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, BOOL);
break;
case Op_TRANSPOSE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT32);
break;
// scatter_gather
case Op_GATHER:
DEF_FACTORY_ONE_TYPE(OpGather, INT8);
DEF_FACTORY_ONE_TYPE(OpGather, INT16);
DEF_FACTORY_ONE_TYPE(OpGather, INT32);
DEF_FACTORY_ONE_TYPE(OpGather, FLOAT);
break;
case Op_SCATTER:
DEF_FACTORY_ONE_TYPE(OpScatter, INT8);
DEF_FACTORY_ONE_TYPE(OpScatter, INT16);
DEF_FACTORY_ONE_TYPE(OpScatter, INT32);
DEF_FACTORY_ONE_TYPE(OpScatter, FLOAT);
break;
// image
case Op_RESIZE:
DEF_FACTORY_TWO_TYPE_RESIZE(OpResize, INT8, INT32);
DEF_FACTORY_TWO_TYPE_RESIZE(OpResize, INT8, INT8);
DEF_FACTORY_TWO_TYPE_RESIZE(OpResize, INT16, INT48);
DEF_FACTORY_TWO_TYPE_RESIZE(OpResize, INT16, INT16);
DEF_FACTORY_TWO_TYPE_RESIZE(OpResize, FLOAT, FLOAT);
break;
// data_nodes
case Op_CONST:
return new OpConst(sgt, id);
case Op_IDENTITY:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, BOOL);
break;
// type_conversion
case Op_CAST:
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, BOOL, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, BOOL, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, BOOL, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FLOAT);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT32);
break;
case Op_RESCALE:
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT16, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT16, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT16, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT32, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT32, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT32, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT48, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT48, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT48, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, UINT8, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, UINT8, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, UINT16, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, UINT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT16, UINT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT16, UINT16);
break;
// custom
case Op_CUSTOM:
return new OpCustom(sgt, id);
// control_flow
case Op_COND_IF:
return new OpCondIf(sgt, tsh, attribute, id);
case Op_WHILE_LOOP:
return new OpWhileLoop(sgt, tsh, attribute, id);
// Ops not recognized
default:
goto done;
} // End of switch(opType)
done:
return nullptr;
}
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