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/*
* 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 "luci/Import/Nodes/CircleBCQFullyConnected.h"
#include <luci/IR/Nodes/CircleBCQFullyConnected.h>
#include <loco.h>
namespace luci
{
bool CircleBCQFullyConnectedGraphBuilder::validate(const ValidateArgs &args) const
{
if (args.op.inputs.size() != 5)
return false;
return true;
}
CircleNode *CircleBCQFullyConnectedGraphBuilder::build_node(const circle::OperatorT &op,
const std::vector<CircleNode *> &inputs,
loco::Graph *graph) const
{
auto *node = graph->nodes()->create<CircleBCQFullyConnected>();
node->input(inputs.at(0));
node->weights_scales(inputs.at(1));
node->weights_binary(inputs.at(2));
node->bias(inputs.at(3));
node->weights_clusters(inputs.at(4));
// TODO Find and move to appropriate place for setting optional input
if (auto bias = dynamic_cast<luci::CircleOutputExclude *>(node->bias()))
{
// bias is not used for type inference, but node itself should have a type
bias->dtype(loco::DataType::FLOAT32);
// bias is not used for shape inference
}
const auto *options = op.builtin_options.AsBCQFullyConnectedOptions();
node->weights_hidden_size(options->weights_hidden_size);
node->fusedActivationFunction(luci_actfunc(options->fused_activation_function));
return node;
}
} // namespace luci
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