1 /* Copyright 2022 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 16 #ifndef TENSORFLOW_COMPILER_XLA_SERVICE_CONVOLUTION_PRED_EXPANDER_H_ 17 #define TENSORFLOW_COMPILER_XLA_SERVICE_CONVOLUTION_PRED_EXPANDER_H_ 18 19 #include "absl/strings/string_view.h" 20 #include "tensorflow/compiler/xla/service/hlo_instruction.h" 21 #include "tensorflow/compiler/xla/service/op_expander_pass.h" 22 #include "tensorflow/compiler/xla/statusor.h" 23 24 namespace xla { 25 26 // A pass that rewrites boolean convolutions to floating point and converts the 27 // result back to boolean. This is necessary, as the convolutions on GPUs are 28 // implemented using custom call to cuDNN, which only supports FP and S8 inputs. 29 class ConvolutionPredExpander : public OpExpanderPass { 30 public: name()31 absl::string_view name() const override { 32 return "convolution-pred-expander"; 33 } 34 35 protected: 36 bool InstructionMatchesPattern(HloInstruction* instruction) override; 37 38 StatusOr<HloInstruction*> ExpandInstruction( 39 HloInstruction* instruction) override; 40 }; 41 42 } // namespace xla 43 44 #endif // TENSORFLOW_COMPILER_XLA_SERVICE_CONVOLUTION_PRED_EXPANDER_H_ 45