/* Copyright 2020 The OpenXLA Authors. 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. ==============================================================================*/ #ifndef XLA_SERVICE_QR_EXPANDER_H_ #define XLA_SERVICE_QR_EXPANDER_H_ #include "absl/container/flat_hash_map.h" #include "xla/client/lib/qr.h" #include "xla/client/xla_builder.h" #include "xla/service/op_expander_pass.h" namespace xla { class QrExpander : public OpExpanderPass { public: absl::string_view name() const override { return "qr_expander"; } protected: bool InstructionMatchesPattern(HloInstruction* instruction) override; StatusOr ExpandInstruction( HloInstruction* instruction) override; virtual StatusOr QrBlock( XlaOp a, PrecisionConfig::Precision precision); virtual StatusOr CompactWYRepresentation( PrimitiveType type, absl::Span batch_dims, XlaOp vs, XlaOp taus, int64_t m, int64_t n, PrecisionConfig::Precision precision); private: StatusOr BuildQrDecomposition(XlaOp a, int64_t block_size, PrecisionConfig::Precision precision); StatusOr ProductOfElementaryHouseholderReflectors( XlaOp a, XlaOp taus, int64_t block_size, PrecisionConfig::Precision precision); // Mapping from op signatures to existing computations. absl::flat_hash_map computation_cache_; }; } // namespace xla #endif // XLA_SERVICE_QR_EXPANDER_H_