58 lines
1.9 KiB
C++
58 lines
1.9 KiB
C++
/* Copyright 2020 The OpenXLA Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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==============================================================================*/
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#ifndef XLA_SERVICE_QR_EXPANDER_H_
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#define XLA_SERVICE_QR_EXPANDER_H_
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#include "absl/container/flat_hash_map.h"
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#include "xla/client/lib/qr.h"
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#include "xla/client/xla_builder.h"
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#include "xla/service/op_expander_pass.h"
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namespace xla {
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class QrExpander : public OpExpanderPass {
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public:
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absl::string_view name() const override { return "qr_expander"; }
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protected:
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bool InstructionMatchesPattern(HloInstruction* instruction) override;
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StatusOr<HloInstruction*> ExpandInstruction(
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HloInstruction* instruction) override;
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virtual StatusOr<QrDecomposition> QrBlock(
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XlaOp a, PrecisionConfig::Precision precision);
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virtual StatusOr<XlaOp> CompactWYRepresentation(
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PrimitiveType type, absl::Span<const int64_t> batch_dims, XlaOp vs,
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XlaOp taus, int64_t m, int64_t n, PrecisionConfig::Precision precision);
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private:
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StatusOr<XlaOp> BuildQrDecomposition(XlaOp a, int64_t block_size,
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PrecisionConfig::Precision precision);
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StatusOr<XlaOp> ProductOfElementaryHouseholderReflectors(
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XlaOp a, XlaOp taus, int64_t block_size,
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PrecisionConfig::Precision precision);
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// Mapping from op signatures to existing computations.
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absl::flat_hash_map<std::string, HloComputation*> computation_cache_;
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};
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} // namespace xla
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#endif // XLA_SERVICE_QR_EXPANDER_H_
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