diff options
Diffstat (limited to 'tensorflow/compiler/xla/service/gpu/fusion_merger.cc')
| -rw-r--r-- | tensorflow/compiler/xla/service/gpu/fusion_merger.cc | 22 |
1 files changed, 12 insertions, 10 deletions
diff --git a/tensorflow/compiler/xla/service/gpu/fusion_merger.cc b/tensorflow/compiler/xla/service/gpu/fusion_merger.cc index 3cd30b754c..9b86e5315b 100644 --- a/tensorflow/compiler/xla/service/gpu/fusion_merger.cc +++ b/tensorflow/compiler/xla/service/gpu/fusion_merger.cc @@ -18,6 +18,7 @@ limitations under the License. #include <algorithm> #include <vector> +#include "absl/algorithm/container.h" #include "tensorflow/compiler/xla/service/gpu/instruction_fusion.h" #include "tensorflow/compiler/xla/service/hlo_cost_analysis.h" #include "tensorflow/compiler/xla/shape_util.h" @@ -64,10 +65,11 @@ double CalculateBytesReadByFusionParameter(HloInstruction* param) { // Slice for a more accurate estimate of bytes read. double bytes = 0.0; for (auto& instruction : instructions) { - if (c_all_of(instruction->users(), [](const HloInstruction* instruction) { - return instruction->opcode() == HloOpcode::kSlice || - instruction->opcode() == HloOpcode::kDynamicSlice; - })) { + if (absl::c_all_of( + instruction->users(), [](const HloInstruction* instruction) { + return instruction->opcode() == HloOpcode::kSlice || + instruction->opcode() == HloOpcode::kDynamicSlice; + })) { // All users are slice: accumulate bytes of all user slice instructions. for (auto& user : instruction->users()) { bytes += ShapeUtil::ByteSizeOf(user->shape()); @@ -223,7 +225,7 @@ Status FusionInstructionMerger::HandleFusion(HloInstruction* fusion) { // Skip 'fusion' instruction if we cannot merge into all of its users. // Merging into all users enables the removal of 'fusion' from the // computation. - if (!c_all_of(fusion->users(), [](const HloInstruction* user) { + if (!absl::c_all_of(fusion->users(), [](const HloInstruction* user) { return user->opcode() == HloOpcode::kFusion && (user->fusion_kind() == HloInstruction::FusionKind::kLoop || user->fusion_kind() == HloInstruction::FusionKind::kInput); @@ -241,11 +243,11 @@ Status FusionInstructionMerger::HandleFusion(HloInstruction* fusion) { // If 'fusion' has just one user, then an earlier fusion pass chose not to // fuse this producer/comsumer pair (likely because of expensive instruction // re-use by the consumer), and so we honor that choice here as well. - if (c_any_of(fusion->fused_instructions(), - [](const HloInstruction* instruction) { - return instruction->opcode() != HloOpcode::kParameter && - GpuInstructionFusion::IsExpensive(*instruction); - })) { + if (absl::c_any_of(fusion->fused_instructions(), + [](const HloInstruction* instruction) { + return instruction->opcode() != HloOpcode::kParameter && + GpuInstructionFusion::IsExpensive(*instruction); + })) { VLOG(3) << "Not merging " << fusion->name() << ": Contains one or more expensive instructions."; ++num_fail_expensive_fused_instruction_; |