diff options
Diffstat (limited to 'compiler/exo/src/Dialect/IR/TFLNodes.cpp')
-rw-r--r-- | compiler/exo/src/Dialect/IR/TFLNodes.cpp | 91 |
1 files changed, 91 insertions, 0 deletions
diff --git a/compiler/exo/src/Dialect/IR/TFLNodes.cpp b/compiler/exo/src/Dialect/IR/TFLNodes.cpp new file mode 100644 index 000000000..f385ce0d9 --- /dev/null +++ b/compiler/exo/src/Dialect/IR/TFLNodes.cpp @@ -0,0 +1,91 @@ +/* + * Copyright (c) 2019 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 "TFLNodes.h" + +#include "Check.h" + +#include <loco.h> + +#include <cassert> + +namespace locoex +{ + +template <loco::DataType DT> uint32_t TFLConst::size(void) const +{ + assert(dtype() == DT); + assert(_data.size() % sizeof(typename loco::DataTypeImpl<DT>::Type) == 0); + return _data.size() / sizeof(typename loco::DataTypeImpl<DT>::Type); +} + +template <loco::DataType DT> void TFLConst::size(uint32_t l) +{ + assert(dtype() == DT); + _data.resize(l * sizeof(typename loco::DataTypeImpl<DT>::Type)); +} + +template <loco::DataType DT> +const typename loco::DataTypeImpl<DT>::Type &TFLConst::at(uint32_t n) const +{ + assert(dtype() == DT); + assert(n < size<DT>()); + return *(reinterpret_cast<const typename loco::DataTypeImpl<DT>::Type *>(_data.data()) + n); +} + +template <loco::DataType DT> typename loco::DataTypeImpl<DT>::Type &TFLConst::at(uint32_t n) +{ + assert(dtype() == DT); + assert(n < size<DT>()); + return *(reinterpret_cast<typename loco::DataTypeImpl<DT>::Type *>(_data.data()) + n); +} + +#define INSTANTIATE(DT) \ + template uint32_t TFLConst::size<DT>(void) const; \ + template void TFLConst::size<DT>(uint32_t); \ + template const typename loco::DataTypeImpl<DT>::Type &TFLConst::at<DT>(uint32_t) const; \ + template typename loco::DataTypeImpl<DT>::Type &TFLConst::at<DT>(uint32_t); + +INSTANTIATE(loco::DataType::S32); +INSTANTIATE(loco::DataType::FLOAT32); + +#undef INSTANTIATE + +void set_new_shape(locoex::TFLReshape *node, int32_t *base, uint32_t size) +{ + // Check node does not have both of new shape infos + EXO_ASSERT(node->shape() == nullptr, "node already has shape input"); + EXO_ASSERT(node->newShape()->rank() == 0, "node already has newShape attribute"); + + const loco::DataType S32 = loco::DataType::S32; + + // Set 2nd input as TFLConst + auto const_shape_node = node->graph()->nodes()->create<locoex::TFLConst>(); + const_shape_node->rank(1); + const_shape_node->dim(0) = size; + const_shape_node->dtype(S32); + const_shape_node->size<S32>(size); + for (uint32_t axis = 0; axis < size; ++axis) + const_shape_node->at<S32>(axis) = base[axis]; + node->shape(const_shape_node); + + // Set newShape attribute + node->newShape()->rank(size); + for (uint32_t axis = 0; axis < size; ++axis) + node->newShape()->dim(axis) = base[axis]; +} + +} // namespace locoex |