From 55db13836b0b24479ec611ec57b19cbb72fc8e7c Mon Sep 17 00:00:00 2001 From: lucasdelimanogueira Date: Fri, 24 May 2024 18:19:39 -0300 Subject: [PATCH] broadcast allreduce nccl --- .gitmodules | 0 build/Makefile | 6 +-- build/cuda.cu.o | Bin 220856 -> 220856 bytes build/distributed.o | Bin 178800 -> 187632 bytes norch/__init__.py | 2 +- norch/csrc/distributed.cpp | 76 ++++++++++++++++++++++++------- norch/csrc/distributed.h | 6 +-- norch/distributed/distributed.py | 15 +++++- norch/libtensor.so | Bin 391384 -> 401208 bytes setup.py | 15 ++++++ train.py | 13 ++++++ 11 files changed, 108 insertions(+), 25 deletions(-) create mode 100644 .gitmodules diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 0000000..e69de29 diff --git a/build/Makefile b/build/Makefile index b1da9bd..5c36c07 100644 --- a/build/Makefile +++ b/build/Makefile @@ -1,7 +1,7 @@ # Compiler CC = g++ NVCC = nvcc -MPI_CC = mpiCC +MPI_CC = mpicc # Compiler flags CFLAGS = -Wall -Wextra -std=c++11 @@ -13,7 +13,7 @@ CUDAFLAGS = -arch=sm_75 CUDALIBS = -I/usr/local/cuda/include -L/usr/local/cuda/lib64 -lcudart -lcuda # MPI flags and libraries -MPILIBS = -lmpi_cxx +DISTRIBUTEDLIBS = -lmpi_cxx -lnccl # Directories SRCDIR = ../norch/csrc @@ -31,7 +31,7 @@ MPI_OBJS := $(BUILDDIR)/distributed.o # Rule to build the target $(TARGET): $(OBJS) $(MPI_OBJS) $(CU_OBJS) - $(NVCC) --shared -o $(TARGET) $(OBJS) $(MPI_OBJS) $(CU_OBJS) $(CUDALIBS) $(MPILIBS) + $(NVCC) --shared -o $(TARGET) $(OBJS) $(MPI_OBJS) $(CU_OBJS) $(CUDALIBS) $(DISTRIBUTEDLIBS) # Rule to compile C++ source files $(BUILDDIR)/%.o: $(SRCDIR)/%.cpp diff --git a/build/cuda.cu.o b/build/cuda.cu.o index e7e5316fb30850c05f9b65ab7080b960f78b222a..01ab4b39a435ac56fc352b9181a1c9ae3a225ea2 100644 GIT binary patch delta 24 gcmdn7mv_fr-i8*&EleSoSWFC44Yo&IVoK-%0Ds*Hvj6}9 delta 24 gcmdn7mv_fr-i8*&EleSoSW=S`O}9r}VoK-%0E2@H761SM diff --git a/build/distributed.o b/build/distributed.o index 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zzsCXlR|xhOGyfQe{cVE%r7`VaC)i&G>>mN_e^jtP$^0W7_CGJ!-w@OO9fJL>!2T0} z{eKbcZxQ%*{%7SS5~_`;>a?Ye^>)68|A*^CNgw2YnmUo_Wc$PMON~G3S>2&7{Cp(o z(e|g^!4Gl6LO#t+%%unLa{&KB=F=)|*~EOBUZyR&S7@8n7qeKOR*3$2iS_p9p+5Zl zYSODiM3(u99@giC1$iCDFZ{TP`L=!^>q|z5CH30YuOK~YzkZHi%W$nz?ROf8pYq3M xD@D;=S{K@pOImdNXD}6`uQHb0K{`^S&QJf!j^9xF8tJQ_)+N7A{+Wxd|6dD+PvZap diff --git a/norch/__init__.py b/norch/__init__.py index 7bc1d53..c2a3122 100644 --- a/norch/__init__.py +++ b/norch/__init__.py @@ -1,4 +1,4 @@ -from norch.tensor import Tensor +from norch.tensor import * from .nn import * from .optim import * from .utils import * diff --git a/norch/csrc/distributed.cpp b/norch/csrc/distributed.cpp index c0d85ee..666c435 100644 --- a/norch/csrc/distributed.cpp +++ b/norch/csrc/distributed.cpp @@ -1,27 +1,69 @@ -//#include +#include #include #include #include "distributed.h" +#include "tensor.h" +#include "cuda.h" #include +#include + +int rank; +int world_size; +ncclComm_t nccl_comm; extern "C" { - void init_process_group(int rank, int world_size) { - MPI_Init(NULL, NULL); - - int id; +void init_process_group(int env_rank, int env_world_size) { + + rank = env_rank; + world_size = env_world_size; + + // init MPI + MPI_CHECK(MPI_Init(NULL, NULL)); + + + ncclUniqueId nccl_id; + + if (rank == 0) { + ncclGetUniqueId(&nccl_id); + } + + // send nccl unique id to all processes + MPI_CHECK(MPI_Bcast((void *)&nccl_id, sizeof(nccl_id), MPI_BYTE, 0, MPI_COMM_WORLD)); + + // init NCCL communication group + NCCL_CHECK(ncclCommInitRank(&nccl_comm, world_size, nccl_id, rank)); - if (rank == 0) { - id = 123; - } - printf("O id é: %d no rank %d/%d", id, rank, world_size); - MPICHECK(MPI_Bcast((void *)&id, sizeof(id), MPI_BYTE, 0, MPI_COMM_WORLD)); - printf("\n\n"); - printf("O id é: %d no rank %d/%d", id, rank, world_size); - MPI_Finalize(); - } } -int main(){ - init_process_group(5, 10); -} \ No newline at end of file +void broadcast_tensor(Tensor* tensor) { + + cudaStream_t stream; + cudaStreamCreate(&stream); + + NCCL_CHECK(ncclBroadcast(tensor->data, tensor->data, tensor->size * sizeof(float), ncclFloat, 0, nccl_comm, stream)); + cudaStreamSynchronize(stream); + cudaStreamDestroy(stream); +} + +void allreduce_mean_tensor(Tensor* tensor) { + cudaStream_t stream; + cudaStreamCreate(&stream); + + // Perform NCCL AllReduce operation to calculate the sum of all tensors across all processes + NCCL_CHECK(ncclAllReduce(tensor->data, tensor->data, tensor->size, ncclFloat, ncclSum, nccl_comm, stream)); + + // Divide the sum by the world size to get the mean + float scale = 1.0f / world_size; + scalar_mul_tensor_cuda(tensor, scale, tensor->data); + + cudaStreamSynchronize(stream); + cudaStreamDestroy(stream); +} + +void end_process_group() { + MPI_CHECK(MPI_Finalize()); + NCCL_CHECK(ncclCommDestroy(nccl_comm)); +} + +} diff --git a/norch/csrc/distributed.h b/norch/csrc/distributed.h index a1bf4e7..40da266 100644 --- a/norch/csrc/distributed.h +++ b/norch/csrc/distributed.h @@ -1,7 +1,7 @@ #ifndef DISTRIBUTED_H #define DISTRIBUTED_H -#define MPICHECK(cmd) do { \ +#define MPI_CHECK(cmd) do { \ int e = cmd; \ if( e != MPI_SUCCESS ) { \ printf("Failed: MPI error %s:%d '%d'\n", \ @@ -10,14 +10,14 @@ } \ } while(0) -/*#define NCCLCHECK(cmd) do { \ +#define NCCL_CHECK(cmd) do { \ ncclResult_t r = cmd; \ if (r!= ncclSuccess) { \ printf("Failed, NCCL error %s:%d '%s'\n", \ __FILE__,__LINE__,ncclGetErrorString(r)); \ exit(EXIT_FAILURE); \ } \ -} while(0)*/ +} while(0) extern "C" { void init_process_group(int rank, int world_size); diff --git a/norch/distributed/distributed.py b/norch/distributed/distributed.py index ae22777..3d5574e 100644 --- a/norch/distributed/distributed.py +++ b/norch/distributed/distributed.py @@ -1,6 +1,6 @@ import os import ctypes -from norch import Tensor +from norch import Tensor, CTensor def init_process_group(rank, world_size, backend='nccl'): @@ -9,3 +9,16 @@ def init_process_group(rank, world_size, backend='nccl'): Tensor._C.init_process_group(rank, world_size) +def broadcast_tensor(tensor): + + Tensor._C.broadcast_tensor.argtypes = [ctypes.POINTER(CTensor)] + Tensor._C.broadcast_tensor.restype = None + + Tensor._C.broadcast_tensor(tensor) + +def allreduce_mean_tensor(tensor): + + Tensor._C.allreduce_mean_tensor.argtypes = [ctypes.POINTER(CTensor)] + Tensor._C.allreduce_mean_tensor.restype = None + + Tensor._C.allreduce_mean_tensor(tensor) diff --git a/norch/libtensor.so b/norch/libtensor.so index 4db92c06aa4f72d6a287c641e34ac2cffbcdba30..b70187e20ebe1e6f6697ada3e36411d6a0bb0549 100755 GIT binary patch delta 108150 zcmbrn30zdw`#*l~2#MwbDvLX)C}t`y6qzP2)VPBy=7uSX<$?=FrVVBmL>e~br9P=x zE~HslspJZ!Nu`CAg{4KMHRTeT74^yZKj%E>&b&F=_xpSOzsJ{^;dwvjJllEBa_`(3 z%P)r(9SqA2Yn;~CG(?G$uZEEka?_elF|GoWVf)<(WWGTC#h-!9*WZ_~VBCJketx1~ zzC*lT_ug+M?$?&u8-y9Fz^g_Tp*>SbpGit?{gWNCH>S-psPt@vg)1v|HGEcX0|5K~SZQ*g5 z)T4>vh_1IO?zY5Qb>iZT=(rBy9rFSmfdMD|nv@x)(-B@A5EmX*Tw&yi_H26Q}2Dt@5) 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