/* Copyright (c) 2021 PaddlePaddle 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. */ #ifndef _WIN32 #include #endif #include #include #include // NOLINT #include #include "gtest/gtest.h" #include "paddle/fluid/framework/op_registry.h" #include "paddle/fluid/framework/operator.h" #include "paddle/fluid/framework/program_desc.h" #include "paddle/fluid/operators/dropout_op.h" #include "paddle/fluid/operators/math/math_function.h" #include "paddle/fluid/string/printf.h" #include "paddle/fluid/operators/collective/gen_hccl_id_op_helper.h" #include "paddle/fluid/operators/collective/recv_v2_op.h" #if defined(PADDLE_WITH_ASCEND_CL) #include "paddle/fluid/platform/collective_helper.h" #include "paddle/fluid/platform/hccl_helper.h" #endif namespace f = paddle::framework; namespace p = paddle::platform; namespace m = paddle::operators::math; USE_OP(recv_v2); USE_NO_KERNEL_OP(c_gen_hccl_id); USE_NO_KERNEL_OP(c_comm_init_hccl); USE_OP_DEVICE_KERNEL(recv_v2, NPU); void PrepareUniqueId(f::Scope* scope, const p::DeviceContext& ctx, HcclRootInfo* hccl_id) { int rank_id = atoi(getenv("RANK_ID")); int device_id = atoi(getenv("DEVICE_ID")); VLOG(2) << "rank_id = " << rank_id << "; device_id = " << device_id << "; rank_id = " << rank_id << "; RANK_TABLE_FILE = " << atoi(getenv("DEVICE_ID")); std::vector rank_ids{0, 1}; f::AttributeMap gen_hccl_id; std::vector endpointList = {"127.0.0.1:6175", "127.0.0.1:6177"}; gen_hccl_id["rank"] = rank_id; gen_hccl_id["endpoint"] = endpointList[rank_id]; std::vector other_endpoints = { endpointList[rank_id == 0 ? 1 : 0]}; gen_hccl_id["other_endpoints"] = other_endpoints; auto out = scope->Var("Out"); auto id = out->GetMutable(); VLOG(3) << "break"; auto comm_init_op = f::OpRegistry::CreateOp("c_gen_hccl_id", {}, {{"Out", {"Out"}}}, gen_hccl_id); VLOG(3) << "break"; auto place = ctx.GetPlace(); comm_init_op->Run(*scope, place); ctx.Wait(); memcpy(hccl_id, id, 1024); } void Prepare(f::Scope* scope, const p::DeviceContext& ctx, HcclRootInfo* hccl_id) { auto x = scope->Var("X"); auto id = x->GetMutable(); memcpy(id, hccl_id, 1024); int rank_id = atoi(getenv("RANK_ID")); int device_id = atoi(getenv("DEVICE_ID")); VLOG(2) << "rank_id = " << rank_id << "; device_id = " << device_id << "; rank_id = " << rank_id << "; RANK_TABLE_FILE = " << atoi(getenv("DEVICE_ID")); // std::vector rank_ids{0, 1}; f::AttributeMap comm_init_attrs; comm_init_attrs["ring_id"] = 0; comm_init_attrs["rank_ids"] = 2; comm_init_attrs["rank"] = rank_id; comm_init_attrs["device_id"] = device_id; // comm_init_attrs["rank_ids"] = rank_ids; auto comm_init_op = f::OpRegistry::CreateOp( "c_comm_init_hccl", {{"X", {"X"}}}, {}, comm_init_attrs); auto place = ctx.GetPlace(); comm_init_op->Run(*scope, place); ctx.Wait(); } void TestHcomRecvOp(f::Scope* scope, const p::DeviceContext& ctx) { std::cout << "BEGIN TEST:" << __FUNCTION__ << std::endl; int num = atoi(getenv("DATA_SIZE")); EXPECT_GT(num, 0); EXPECT_LT(num, 1 << 15); int rank_id = atoi(getenv("RANK_ID")); VLOG(3) << "rank_id:" << rank_id << std::endl; ctx.Wait(); auto place = ctx.GetPlace(); auto out = scope->Var("Data"); auto tensor_out = out->GetMutable(); tensor_out->Resize({num, num}); tensor_out->mutable_data(place); // allocate ctx.Wait(); f::AttributeMap attrs; attrs["tag"] = std::string("srtest"); attrs["peer"] = atoi(getenv("SRC_RANK")); attrs["ring_id"] = 0; attrs["srTag"] = 0; std::vector out_shape; out_shape.push_back(num); out_shape.push_back(num); attrs["out_shape"] = out_shape; auto op = f::OpRegistry::CreateOp("recv_v2", {}, {{"Out", {"Data"}}}, attrs); VLOG(3) << "CreateOp recv_v2"; for (int i = 0; i < 10; i++) { op->Run(*scope, place); } VLOG(3) << "Run op recv_v2"; std::vector out_vec; TensorToVector(*tensor_out, ctx, &out_vec); ctx.Wait(); std::vector init(num * num, 1.0 * atoi(getenv("DEST_RANK"))); EXPECT_EQ(out_vec == init, true); } TEST(recv_v2, NPU) { f::Scope scope; HcclRootInfo hccl_id; char* npu_id = getenv("FLAGS_selected_npus"); VLOG(3) << "Select npu:" << npu_id; p::NPUDeviceContext ctx(p::NPUPlace(atoi(npu_id))); PrepareUniqueId(&scope, ctx, &hccl_id); Prepare(&scope, ctx, &hccl_id); TestHcomRecvOp(&scope, ctx); }