/*
* Copyright (C) 2017 The Android Open Source Project
*
* 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 "GraphDump.h"
#include "HalInterfaces.h"
#include <set>
#include <iostream>
namespace android {
namespace nn {
// Provide short name for OperandType value.
static std::string translate(OperandType type) {
switch (type) {
case OperandType::FLOAT32: return "F32";
case OperandType::INT32: return "I32";
case OperandType::UINT32: return "U32";
case OperandType::TENSOR_FLOAT32: return "TF32";
case OperandType::TENSOR_INT32: return "TI32";
case OperandType::TENSOR_QUANT8_ASYMM: return "TQ8A";
case OperandType::OEM: return "OEM";
case OperandType::TENSOR_OEM_BYTE: return "TOEMB";
default: return toString(type);
}
}
void graphDump(const char* name, const Model& model, std::ostream& outStream) {
// Operand nodes are named "d" (operanD) followed by operand index.
// Operation nodes are named "n" (operatioN) followed by operation index.
// (These names are not the names that are actually displayed -- those
// names are given by the "label" attribute.)
outStream << "// " << name << std::endl;
outStream << "digraph {" << std::endl;
// model inputs and outputs
std::set<uint32_t> modelIO;
for (unsigned i = 0, e = model.inputIndexes.size(); i < e; i++) {
modelIO.insert(model.inputIndexes[i]);
}
for (unsigned i = 0, e = model.outputIndexes.size(); i < e; i++) {
modelIO.insert(model.outputIndexes[i]);
}
// model operands
for (unsigned i = 0, e = model.operands.size(); i < e; i++) {
outStream << " d" << i << " [";
if (modelIO.count(i)) {
outStream << "style=filled fillcolor=black fontcolor=white ";
}
outStream << "label=\"" << i;
const Operand& opnd = model.operands[i];
const char* kind = nullptr;
switch (opnd.lifetime) {
case OperandLifeTime::CONSTANT_COPY:
kind = "COPY";
break;
case OperandLifeTime::CONSTANT_REFERENCE:
kind = "REF";
break;
case OperandLifeTime::NO_VALUE:
kind = "NO";
break;
default:
// nothing interesting
break;
}
if (kind) {
outStream << ": " << kind;
}
outStream << "\\n" << translate(opnd.type);
if (opnd.dimensions.size()) {
outStream << "(";
for (unsigned i = 0, e = opnd.dimensions.size(); i < e; i++) {
if (i > 0) {
outStream << "x";
}
outStream << opnd.dimensions[i];
}
outStream << ")";
}
outStream << "\"]" << std::endl;
}
// model operations
for (unsigned i = 0, e = model.operations.size(); i < e; i++) {
const Operation& operation = model.operations[i];
outStream << " n" << i << " [shape=box";
const uint32_t maxArity = std::max(operation.inputs.size(), operation.outputs.size());
if (maxArity > 1) {
if (maxArity == operation.inputs.size()) {
outStream << " ordering=in";
} else {
outStream << " ordering=out";
}
}
outStream << " label=\"" << i << ": "
<< toString(operation.type) << "\"]" << std::endl;
{
// operation inputs
for (unsigned in = 0, inE = operation.inputs.size(); in < inE; in++) {
outStream << " d" << operation.inputs[in] << " -> n" << i;
if (inE > 1) {
outStream << " [label=" << in << "]";
}
outStream << std::endl;
}
}
{
// operation outputs
for (unsigned out = 0, outE = operation.outputs.size(); out < outE; out++) {
outStream << " n" << i << " -> d" << operation.outputs[out];
if (outE > 1) {
outStream << " [label=" << out << "]";
}
outStream << std::endl;
}
}
}
outStream << "}" << std::endl;
}
} // namespace nn
} // namespace android