/** * Copyright (c) 2016-present, Facebook, Inc. * * 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 CAFFE_OPERATORS_UNIQUE_OPS_H_ #define CAFFE_OPERATORS_UNIQUE_OPS_H_ #include #include "caffe2/core/context.h" #include "caffe2/core/logging.h" #include "caffe2/core/operator.h" #include "caffe2/core/types.h" #include "caffe2/utils/math.h" namespace caffe2 { /** * Deduplicates input indices vector and optionally produces reverse remapping. * Current implementation produces a sorted list but it's not guaranteed in * general. */ template class UniqueOp : public Operator { public: USE_OPERATOR_CONTEXT_FUNCTIONS; USE_SIMPLE_CTOR_DTOR(UniqueOp) bool RunOnDevice() override { return DispatchHelper>::call(this, Input(0)); } template bool DoRunWithType(); private: vector order_; Tensor thrust_unique_buffer_; Tensor cuda_order_buffer_{Context::GetDeviceType()}; Tensor second_order_buffer_{Context::GetDeviceType()}; public: OUTPUT_TAGS(UNIQUE, REMAPPING); }; } // namespace caffe2 #endif // CAFFE_OPERATORS_UNIQUE_OPS_H_