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Diffstat (limited to 'compiler/mir/src/ops/FullyConnectedOp.cpp')
-rw-r--r-- | compiler/mir/src/ops/FullyConnectedOp.cpp | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/compiler/mir/src/ops/FullyConnectedOp.cpp b/compiler/mir/src/ops/FullyConnectedOp.cpp new file mode 100644 index 000000000..2865b6c87 --- /dev/null +++ b/compiler/mir/src/ops/FullyConnectedOp.cpp @@ -0,0 +1,46 @@ +/* + * 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/FullyConnectedOp.h" + +namespace mir +{ +namespace ops +{ + +void FullyConnectedOp::inferOutputTypes() +{ + auto &input_shape = getInputShape(0); + auto &weights_shape = getInputShape(1); + auto input_rank = input_shape.rank(); + auto weights_rank = weights_shape.rank(); + + assert(weights_rank >= 2); + assert(input_rank == weights_rank); + assert(input_shape.dim(input_rank - 1) == weights_shape.dim(weights_rank - 2)); + (void)input_rank; + for (int32_t i = 0; i < weights_rank - 2; ++i) + assert(weights_shape.dim(i) == input_shape.dim(i)); + + Shape output_shape = weights_shape; + output_shape.dim(weights_rank - 1) = weights_shape.dim(weights_rank - 1); + output_shape.dim(weights_rank - 2) = input_shape.dim(weights_rank - 2); + + setOutputType(0, {getInput(0)->getElementType(), output_shape}); +} + +} // namespace ops +} // namespace mir |