/* Copyright 2020 The OneFlow Authors. All rights reserved. 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. */ #include "oneflow/core/framework/nd_sbp.h" #include "oneflow/core/boxing/eager_boxing_interpreter.h" #include "oneflow/core/functional/functional.h" #include "oneflow/core/common/decorator.h" #include "oneflow/core/operator/operator.h" namespace oneflow { namespace { // NOLINTBEGIN(maybe-need-error-msg) Maybe RawCheckFlattenHierarchy(Symbol in, Symbol out, const Shape& logical_shape) { CHECK_GT_OR_RETURN(in->nd_sbp()->sbp_parallel_size(), 1); CHECK_EQ_OR_RETURN(out->nd_sbp()->sbp_parallel_size(), 1); for (int i = 0; i < in->nd_sbp()->sbp_parallel_size(); ++i) { const auto& sbp_parallel = in->nd_sbp()->sbp_parallel(i); CHECK_OR_RETURN(sbp_parallel == out->nd_sbp()->sbp_parallel(0)) << "nd_sbp axis: " << i; } CHECK_EQ_OR_RETURN(in->placement()->device_type(), out->placement()->device_type()); CHECK_EQ_OR_RETURN(in->placement()->parallel_num(), out->placement()->parallel_num()); ParallelConf flattened_parallel_conf(in->placement()->parallel_conf()); flattened_parallel_conf.clear_hierarchy(); const auto& flatten_placement = SymbolOf(ParallelDesc(flattened_parallel_conf)); CHECK_OR_RETURN(flatten_placement == out->placement()) << "The output placement is not a hierarch-flattened version of the input placement"; for (int64_t in_parallel_id = 0; in_parallel_id < in->placement()->parallel_num(); ++in_parallel_id) { const auto& in_physical_shape = JUST(GetPhysicalShape(logical_shape, *in->nd_sbp(), *in->placement(), in_parallel_id)); const auto& out_physical_shape = JUST(GetPhysicalShape(logical_shape, *out->nd_sbp(), *out->placement(), in_parallel_id)); CHECK_EQ_OR_RETURN(*in_physical_shape, *out_physical_shape); } return Maybe::Ok(); } // NOLINTEND(maybe-need-error-msg) } // namespace static constexpr auto* CheckFlattenHierarchy = DECORATE(&RawCheckFlattenHierarchy, ThreadLocalCachedCopiable); Maybe FlattenHierarchy(const std::shared_ptr& tensor, Symbol in, Symbol out) { const auto& tensor_nd_sbp = JUST(tensor->nd_sbp()); CHECK_OR_RETURN(tensor_nd_sbp == in->nd_sbp()) << Error::RuntimeError() << "The sbp of input tensor (" << NdSbpToString(tensor_nd_sbp) << ") must match the input sbp (" << NdSbpToString(in->nd_sbp()) << ")"; const auto& tensor_placement = JUST(tensor->parallel_desc()); CHECK_OR_RETURN(tensor_placement == in->placement()) << Error::RuntimeError() << "The placement of input tensor (" << *JUST(PlacementToString(tensor_placement)) << ") must match the input placement (" << *JUST(PlacementToString(in->placement())) << ")"; const auto& local_tensor = JUST(tensor->cur_rank_phy_tensor()); const auto& sbp_list = JUST(GetSbpList(out->nd_sbp())); return JUST(one::functional::LocalToGlobal(local_tensor, out->placement(), *sbp_list, *tensor->shape(), tensor->dtype(), /* sync_data */ false, /*copy=*/true)); } COMMAND(RegisterBoxingFunction("flatten-hierarchy", CheckFlattenHierarchy, &FlattenHierarchy)); } // namespace oneflow