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Diffstat (limited to 'compiler/mir/src/ops/SqueezeOp.cpp')
-rw-r--r-- | compiler/mir/src/ops/SqueezeOp.cpp | 81 |
1 files changed, 81 insertions, 0 deletions
diff --git a/compiler/mir/src/ops/SqueezeOp.cpp b/compiler/mir/src/ops/SqueezeOp.cpp new file mode 100644 index 000000000..63f7d43f3 --- /dev/null +++ b/compiler/mir/src/ops/SqueezeOp.cpp @@ -0,0 +1,81 @@ +/* + * Copyright (c) 2018 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 "mir/ops/SqueezeOp.h" + +namespace mir +{ +namespace ops +{ + +void SqueezeOp::inferOutputTypes() +{ + assert(getNumInputs() == 1); + + const auto &input_shape = getInputShape(0); + auto dt = getInput(0)->getElementType(); + int32_t input_rank = input_shape.rank(); + + std::vector<int32_t> dims_to_squeeze; + + if (getNumSqueezeDims() == 0) + { + for (int32_t i = 0; i < input_rank; ++i) + { + if (input_shape.dim(i) == 1) + { + dims_to_squeeze.push_back(i); + } + } + } + else + { + dims_to_squeeze = getDimsToSqueeze(); + sort(dims_to_squeeze.begin(), dims_to_squeeze.end()); + dims_to_squeeze.erase(unique(dims_to_squeeze.begin(), dims_to_squeeze.end()), + dims_to_squeeze.end()); + } + + if (dims_to_squeeze.size() == static_cast<size_t>(input_rank)) + { + // Input shape have 1s in all dimensions, output shape is (1,) + setOutputType(0, {dt, Shape{1}}); + return; + } + + int32_t output_rank = 0; + size_t squeezing_idx = 0; + Shape output_shape(input_rank - dims_to_squeeze.size()); + for (int32_t i = 0; i < input_rank; ++i) + { + if (squeezing_idx < dims_to_squeeze.size() && i == dims_to_squeeze[squeezing_idx]) + { + if (input_shape.dim(i) != 1) + throw std::invalid_argument("All squeezed dimensions should have size 1"); + + squeezing_idx++; + } + else + { + output_shape.dim(output_rank++) = input_shape.dim(i); + } + } + + setOutputType(0, {dt, output_shape}); +} + +} // namespace ops +} // namespace mir |