/* * 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