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/*
* 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 "DotNodeBuilder.h"
#include "mir/OpDefs.h"
#include <sstream>
namespace mir
{
template <typename T> static std::string toString(const std::vector<T> &v)
{
std::stringstream ss;
ss << "[";
for (std::size_t i = 0; i < v.size(); ++i)
{
if (i != 0)
ss << ", ";
ss << v[i];
}
return ss.str();
}
DotNodeBuilder::DotNodeBuilder(const Operation &op)
{
_type_name = getTypeName(op.getType());
_id = op.getId();
for (std::size_t i = 0; i < op.getNumInputs(); ++i)
{
_in_shapes.push_back(toString(op.getInputShape(i)));
}
for (std::size_t i = 0; i < op.getNumOutputs(); ++i)
{
_out_shapes.push_back(toString(op.getOutputShape(i)));
}
// Get attributes.
const_cast<Operation &>(op).accept(this);
}
void DotNodeBuilder::visit(ops::AvgPool2DOp &op)
{
addAttribute("Window size", toString(op.getWindowSize()));
addAttribute("Strides", toString(op.getStrides()));
addAttribute("Padding before", toString(op.getPaddingBefore()));
addAttribute("Padding after", toString(op.getPaddingAfter()));
addAttribute("Include pad", std::to_string(op.getIncludePad()));
}
void DotNodeBuilder::visit(ops::CappedReluOp &op)
{
addAttribute("Cap", std::to_string(op.getCap()));
}
void DotNodeBuilder::visit(ops::ConcatOp &op)
{
addAttribute("Axis", std::to_string(op.getAxis()));
}
void DotNodeBuilder::visit(ops::Conv2DOp &op)
{
addAttribute("Strides", toString(op.getStrides()));
addAttribute("Padding before", toString(op.getPaddingBefore()));
addAttribute("Padding after", toString(op.getPaddingAfter()));
addAttribute("Num groups", std::to_string(op.getNumGroups()));
addAttribute("Data format", toString(op.getDataFormat()));
}
void DotNodeBuilder::visit(ops::DepthwiseConv2DOp &op)
{
addAttribute("Strides", toString(op.getStrides()));
addAttribute("Padding before", toString(op.getPaddingBefore()));
addAttribute("Padding after", toString(op.getPaddingAfter()));
addAttribute("Data format", toString(op.getDataFormat()));
}
void DotNodeBuilder::visit(ops::MaxPool2DOp &op)
{
addAttribute("Window size", toString(op.getWindowSize()));
addAttribute("Strides", toString(op.getStrides()));
addAttribute("Padding before", toString(op.getPaddingBefore()));
addAttribute("Padding after", toString(op.getPaddingAfter()));
addAttribute("Data format", toString(op.getDataFormat()));
}
void DotNodeBuilder::visit(ops::SoftmaxOp &op)
{
addAttribute("Axis", std::to_string(op.getAxis()));
}
void DotNodeBuilder::visit(ops::SliceOp &op)
{
addAttribute("Starts", toString(op.getStarts()));
addAttribute("Sizes", toString(op.getSizes()));
}
void DotNodeBuilder::visit(ops::DeConv2DOp &op)
{
addAttribute("Padding before", toString(op.getPaddingBefore()));
addAttribute("Padding after", toString(op.getPaddingAfter()));
addAttribute("Strides", toString(op.getStrides()));
addAttribute("Data format", toString(op.getDataFormat()));
}
void DotNodeBuilder::visit(ops::EluOp &op) { addAttribute("Alpha", std::to_string(op.getAlpha())); }
void DotNodeBuilder::visit(ops::SqueezeOp &op)
{
addAttribute("Dims to squeeze", toString(op.getDimsToSqueeze()));
}
void mir::DotNodeBuilder::visit(ops::PadOp &op)
{
addAttribute("Padding before", toString(op.getPaddingBefore()));
addAttribute("Padding after", toString(op.getPaddingAfter()));
addAttribute("Padding value", std::to_string(op.getPaddingValue()));
}
void DotNodeBuilder::visit(ops::ReduceMeanOp &op)
{
addAttribute("Reduction dims", toString(op.getReductionDims()));
addAttribute("Keep dims", std::to_string(op.getKeepDims()));
}
void DotNodeBuilder::visit(ops::ResizeOp &op)
{
assert(op.getMode() == ops::ResizeOp::ResizeMethod::nearestNeighbor);
(void)op;
addAttribute("Interpolation mode", "nearestNeighbor");
}
void DotNodeBuilder::visit(ops::TransposeOp &op)
{
addAttribute("Axis order", toString(op.getAxisOrder()));
}
void DotNodeBuilder::visit(ops::GatherOp &op)
{
addAttribute("Axis", std::to_string(op.getAxis()));
}
void DotNodeBuilder::visit(mir::ops::LeakyReluOp &op)
{
addAttribute("Alpha", std::to_string(op.getAlpha()));
}
void DotNodeBuilder::addAttribute(std::string name, std::string val)
{
this->_attributes.emplace_back(std::move(name), std::move(val));
}
std::string DotNodeBuilder::getLabel() const
{
std::stringstream ss;
ss << "{" << _type_name << " | {{";
for (std::size_t i = 0; i < _in_shapes.size(); ++i)
{
if (i != 0)
ss << " | ";
ss << "in" << i << ": " << _in_shapes[i];
}
ss << " | ";
for (std::size_t i = 0; i < _out_shapes.size(); ++i)
{
if (i != 0)
ss << " | ";
ss << "out" << i << ": " << _out_shapes[i];
}
ss << "} | {";
for (std::size_t i = 0; i < _attributes.size(); ++i)
{
if (i != 0)
ss << " | ";
ss << _attributes[i].first << ": " << _attributes[i].second;
}
ss << "}}}";
return ss.str();
}
} // namespace mir
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