| |
| // Copyright (c) 2020, 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(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, AINT8); |
| 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, AINT8); |
| DEF_FACTORY_ONE_TYPE(OpAvgPool2d, INT16); |
| break; |
| case Op_CONV2D: |
| DEF_FACTORY_TWO_TYPE(OpConv2d, FLOAT, FLOAT); |
| DEF_FACTORY_TWO_TYPE(OpConv2d, AINT8, INT4); |
| DEF_FACTORY_TWO_TYPE(OpConv2d, AINT8, INT8); |
| DEF_FACTORY_TWO_TYPE(OpConv2d, AINT8, AINT8); |
| DEF_FACTORY_TWO_TYPE(OpConv2d, INT16, INT8); |
| break; |
| case Op_DEPTHWISE_CONV2D: |
| DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, FLOAT, FLOAT); |
| DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, AINT8, INT4); |
| DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, AINT8, INT8); |
| DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, AINT8, AINT8); |
| DEF_FACTORY_TWO_TYPE(OpDepthwiseConv2d, INT16, INT8); |
| break; |
| case Op_FULLY_CONNECTED: |
| DEF_FACTORY_TWO_TYPE(OpFullyConnected, FLOAT, FLOAT); |
| DEF_FACTORY_TWO_TYPE(OpFullyConnected, AINT8, INT4); |
| DEF_FACTORY_TWO_TYPE(OpFullyConnected, AINT8, INT8); |
| DEF_FACTORY_TWO_TYPE(OpFullyConnected, AINT8, AINT8); |
| DEF_FACTORY_TWO_TYPE(OpFullyConnected, INT16, INT8); |
| break; |
| case Op_MATMUL: |
| DEF_FACTORY_ONE_TYPE(OpMatMul, FLOAT); |
| DEF_FACTORY_ONE_TYPE(OpMatMul, AINT8); |
| DEF_FACTORY_ONE_TYPE(OpMatMul, INT16); |
| break; |
| case Op_MAX_POOL2D: |
| DEF_FACTORY_ONE_TYPE(OpMaxPool2d, FLOAT); |
| DEF_FACTORY_ONE_TYPE(OpMaxPool2d, AINT8); |
| DEF_FACTORY_ONE_TYPE(OpMaxPool2d, INT16); |
| break; |
| case Op_TRANSPOSE_CONV2D: |
| DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, FLOAT, FLOAT); |
| DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, AINT8, INT4); |
| DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, AINT8, INT8); |
| DEF_FACTORY_TWO_TYPE(OpTransposeConv2d, AINT8, AINT8); |
| 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, AINT8); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT16); |
| break; |
| case Op_RELUN: |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpReluN, FLOAT); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpReluN, INT32); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseXor, INT16); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseXor, 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(OpLogicalOr, 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_ONE_RANK_0_6(OpTable); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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(OpReduceSum, 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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: |
| { |
| // output.rank = input.rank - 1 + index.rank |
| int32_t index_rank = outputRank - inputRank + 1; |
| DEF_FACTORY_GATHER(OpGather, AINT8); |
| DEF_FACTORY_GATHER(OpGather, INT16); |
| DEF_FACTORY_GATHER(OpGather, INT32); |
| } |
| 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); |
| break; |
| |
| // data_nodes |
| case Op_CONST: |
| return new OpConst(id); |
| case Op_PLACEHOLDER: |
| return new OpPlaceholder(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, AINT8); |
| 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; |
| case Op_IDENTITYN: |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentityN, FLOAT); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentityN, INT32); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentityN, AINT8); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentityN, INT8); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentityN, INT16); |
| DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentityN, 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, AINT8, AINT8); |
| DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, AINT8, INT16); |
| DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, AINT8, INT32); |
| DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT16, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| 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, AINT8); |
| DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, AINT8, UINT8); |
| break; |
| |
| // custom |
| case Op_CUSTOM: |
| return new OpCustom(id); |
| |
| // control_flow |
| case Op_COND_IF: |
| return new OpCondIf(tsh, attribute, id); |
| case Op_WHILE_LOOP: |
| return new OpWhileLoop(tsh, attribute, id); |
| |
| // Ops not recognized |
| default: |
| goto done; |
| |
| } // End of switch(opType) |
| |
| done: |
| return nullptr; |
| } |