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Diffstat (limited to 'runtime/onert/backend/cpu/kernel/CompareLayer.cc')
-rw-r--r-- | runtime/onert/backend/cpu/kernel/CompareLayer.cc | 180 |
1 files changed, 180 insertions, 0 deletions
diff --git a/runtime/onert/backend/cpu/kernel/CompareLayer.cc b/runtime/onert/backend/cpu/kernel/CompareLayer.cc new file mode 100644 index 000000000..c8ee683b1 --- /dev/null +++ b/runtime/onert/backend/cpu/kernel/CompareLayer.cc @@ -0,0 +1,180 @@ +/* + * Copyright (c) 2020 Samsung Electronics Co., Ltd. All Rights Reserved + * + * 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 "CompareLayer.h" + +#include "OperationUtils.h" + +#include <cker/operation/Comparison.h> + +namespace onert +{ +namespace backend +{ +namespace cpu +{ +namespace kernel +{ + +namespace +{ + +using OpType = onert::ir::operation::Comparison::ComparisonType; +using namespace onert::backend::cpu; + +template <typename T> +void compareScalar(const operand::Tensor *lhs, const operand::Tensor *rhs, operand::Tensor *output, + OpType op_type) +{ + bool requires_broadcast = !HaveSameShapes(lhs, rhs); + + if (requires_broadcast) + { + switch (op_type) + { + case OpType::Equal: + Broadcast4DSlowEqual( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::NotEqual: + Broadcast4DSlowNotEqual( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::Greater: + Broadcast4DSlowGreater( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::GreaterEqual: + Broadcast4DSlowGreaterEqual( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::Less: + Broadcast4DSlowLess( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::LessEqual: + Broadcast4DSlowLessEqual( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + default: + throw std::runtime_error{"Invalid OpType for CompareLayer"}; + } + } + else // if (requires_broadcast == false) + { + switch (op_type) + { + case OpType::Equal: + EqualNoScaling(convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), + reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::NotEqual: + NotEqualNoScaling( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::Greater: + GreaterNoScaling( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::GreaterEqual: + GreaterEqualNoScaling( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::Less: + LessNoScaling(convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), + reinterpret_cast<bool *>(output->buffer())); + break; + case OpType::LessEqual: + LessEqualNoScaling( + convertToExtendedCkerShape(lhs), reinterpret_cast<const T *>(lhs->buffer()), + convertToExtendedCkerShape(rhs), reinterpret_cast<const T *>(rhs->buffer()), + convertToExtendedCkerShape(output), reinterpret_cast<bool *>(output->buffer())); + break; + default: + throw std::runtime_error{"Invalid OpType for CompareLayer"}; + } + } + return; +} +} // namespace + +CompareLayer::CompareLayer() + : _lhs(nullptr), _rhs(nullptr), _output(nullptr), + _op_type(ir::operation::Comparison::ComparisonType::Equal) +{ + // DO NOTHING +} + +void CompareLayer::compareQuant8() { throw std::runtime_error{"Compare NYI for quantized"}; } + +void CompareLayer::configure(const operand::Tensor *lhs, const operand::Tensor *rhs, + const OpType op_type, operand::Tensor *output) +{ + _lhs = lhs; + _rhs = rhs; + _op_type = op_type; + _output = output; +} + +void CompareLayer::run() +{ + if (_lhs->data_type() == OperandType::FLOAT32) + { + compareScalar<float>(_lhs, _rhs, _output, _op_type); + } + else if (_lhs->data_type() == OperandType::INT32) + { + compareScalar<int32_t>(_lhs, _rhs, _output, _op_type); + } + else if (_lhs->data_type() == OperandType::BOOL8) + { + compareScalar<uint8_t>(_lhs, _rhs, _output, _op_type); + } + else if (_lhs->data_type() == OperandType::QUANT8_ASYMM) + { + compareQuant8(); + } + else + { + throw std::runtime_error{"Compare: unsupported data type"}; + } +} + +} // namespace kernel +} // namespace cpu +} // namespace backend +} // namespace onert |