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Diffstat (limited to 'compiler/moco-tf/src/Canonicalizer.cpp')
| -rw-r--r-- | compiler/moco-tf/src/Canonicalizer.cpp | 142 |
1 files changed, 142 insertions, 0 deletions
diff --git a/compiler/moco-tf/src/Canonicalizer.cpp b/compiler/moco-tf/src/Canonicalizer.cpp new file mode 100644 index 000000000..04bc7c57a --- /dev/null +++ b/compiler/moco-tf/src/Canonicalizer.cpp @@ -0,0 +1,142 @@ +/* + * Copyright (c) 2019 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 "Canonicalizer.h" + +#include "Knob.h" +#include "ProgressReporter.h" + +#include "Transforms/ShapeInferencePass.h" +#include "Transforms/TypeInferencePass.h" + +#include "Canonicalization/AddCanonicalizer.h" +#include "Canonicalization/AvgPoolCanonicalizer.h" +#include "Canonicalization/BiasAddCanonicalizer.h" +#include "Canonicalization/ConcatV2Canonicalizer.h" +#include "Canonicalization/ConstCanonicalizer.h" +#include "Canonicalization/Conv2DBackpropInputCanonicalizer.h" +#include "Canonicalization/Conv2DCanonicalizer.h" +#include "Canonicalization/DepthwiseConv2dNativeCanonicalizer.h" +#include "Canonicalization/IdentityCanonicalizer.h" +#include "Canonicalization/MaximumCanonicalizer.h" +#include "Canonicalization/MaxPoolCanonicalizer.h" +#include "Canonicalization/MeanCanonicalizer.h" +#include "Canonicalization/MulCanonicalizer.h" +#include "Canonicalization/PadCanonicalizer.h" +#include "Canonicalization/PlaceholderCanonicalizer.h" +#include "Canonicalization/RealDivCanonicalizer.h" +#include "Canonicalization/ReluCanonicalizer.h" +#include "Canonicalization/Relu6Canonicalizer.h" +#include "Canonicalization/ReshapeCanonicalizer.h" +#include "Canonicalization/RsqrtCanonicalizer.h" +#include "Canonicalization/SoftmaxCanonicalizer.h" +#include "Canonicalization/SqrtCanonicalizer.h" +#include "Canonicalization/SqueezeCanonicalizer.h" +#include "Canonicalization/StopGradientCanonicalizer.h" +#include "Canonicalization/SubCanonicalizer.h" +#include "Canonicalization/TanhCanonicalizer.h" +// For virtual nodes +#include "Canonicalization/TFPushCanonicalizer.h" + +#include <moco/IR/TFDialect.h> +#include <moco/IR/TFNodes.h> + +#include <logo/Phase.h> + +#include <stdex/Memory.h> + +#include <cassert> + +namespace +{ + +/** + * @brief Return true if graph has TFDialect nodes + */ +bool has_tf_nodes(loco::Graph *g) +{ + auto active_nodes = loco::active_nodes(loco::output_nodes(g)); + for (auto node : active_nodes) + { + if (node->dialect() == moco::TFDialect::get()) + { + return true; + } + } + return false; +} + +} // namespace + +namespace moco +{ +namespace tf +{ + +void Canonicalizer::canonicalize(loco::Graph *g) const +{ + logo::Phase phase; + + /* TRANSFORM DECLARATION BEGIN */ + // Run shape and type inference at the top + phase.emplace_back(stdex::make_unique<ShapeInferencePass>()); + phase.emplace_back(stdex::make_unique<TypeInferencePass>()); + + phase.emplace_back(stdex::make_unique<AddCanonicalizer>()); + phase.emplace_back(stdex::make_unique<AvgPoolCanonicalizer>()); + if (moco::tf::get<moco::tf::Knob::CanonicalizeBiasAdd>()) + phase.emplace_back(stdex::make_unique<BiasAddCanonicalizer>()); + phase.emplace_back(stdex::make_unique<ConcatV2Canonicalizer>()); + if (moco::tf::get<moco::tf::Knob::CanonicalizeConst>()) + phase.emplace_back(stdex::make_unique<ConstCanonicalizer>()); + phase.emplace_back(stdex::make_unique<Conv2DBackpropInputCanonicalizer>()); + if (moco::tf::get<moco::tf::Knob::CanonicalizeConv2D>()) + phase.emplace_back(stdex::make_unique<Conv2DCanonicalizer>()); + phase.emplace_back(stdex::make_unique<DepthwiseConv2dNativeCanonicalizer>()); + phase.emplace_back(stdex::make_unique<IdentityCanonicalizer>()); + phase.emplace_back(stdex::make_unique<MaximumCanonicalizer>()); + phase.emplace_back(stdex::make_unique<MaxPoolCanonicalizer>()); + phase.emplace_back(stdex::make_unique<MeanCanonicalizer>()); + phase.emplace_back(stdex::make_unique<MulCanonicalizer>()); + phase.emplace_back(stdex::make_unique<PadCanonicalizer>()); + phase.emplace_back(stdex::make_unique<PlaceholderCanonicalizer>()); + phase.emplace_back(stdex::make_unique<RealDivCanonicalizer>()); + phase.emplace_back(stdex::make_unique<ReluCanonicalizer>()); + phase.emplace_back(stdex::make_unique<Relu6Canonicalizer>()); + phase.emplace_back(stdex::make_unique<ReshapeCanonicalizer>()); + phase.emplace_back(stdex::make_unique<RsqrtCanonicalizer>()); + phase.emplace_back(stdex::make_unique<SoftmaxCanonicalizer>()); + phase.emplace_back(stdex::make_unique<SqrtCanonicalizer>()); + // NOTE SquaredDifference is handled in ResolveSquaredDifference + phase.emplace_back(stdex::make_unique<SqueezeCanonicalizer>()); + phase.emplace_back(stdex::make_unique<StopGradientCanonicalizer>()); + phase.emplace_back(stdex::make_unique<SubCanonicalizer>()); + phase.emplace_back(stdex::make_unique<TanhCanonicalizer>()); + // For virtual nodes + phase.emplace_back(stdex::make_unique<TFPushCanonicalizer>()); + /* TRANSFORM DECLARATION END */ + + ProgressReporter prog(g, logo::PhaseStrategy::Restart); + logo::PhaseRunner<logo::PhaseStrategy::Restart> phase_runner{g}; + phase_runner.attach(&prog); + phase_runner.run(phase); + + // Assert if graph has TF dialect nodes + assert(!has_tf_nodes(g)); +} + +} // namespace tf +} // namespace moco |