From b152ae2a1d9e19799f443accdd7e65c704fdbf3d Mon Sep 17 00:00:00 2001 From: lucasdelimanogueira Date: Thu, 23 May 2024 19:15:30 -0300 Subject: [PATCH 1/4] first commit distributed module --- README.md | 2 +- norch/__pycache__/__init__.cpython-38.pyc | Bin 365 -> 365 bytes norch/csrc/cuda.cu | 11 +++++- norch/csrc/cuda.h | 2 +- norch/csrc/tensor.cpp | 9 ++++- norch/distributed/distributed.py | 2 ++ norch/distributed/run/__main__.py | 8 +++++ norch/distributed/run/run.py | 39 ++++++++++++++++++++++ norch/tensor.py | 2 ++ train.py | 12 +++++++ 10 files changed, 83 insertions(+), 4 deletions(-) create mode 100644 norch/distributed/distributed.py create mode 100644 norch/distributed/run/__main__.py create mode 100644 norch/distributed/run/run.py create mode 100644 train.py diff --git a/README.md b/README.md index fad9f4a..adac45f 100644 --- a/README.md +++ b/README.md @@ -142,7 +142,7 @@ for epoch in range(epochs): | Development | Status | Feature | | ---------------------------- | ----------- | ---------------------------------------------------------------------- | -| Operations | in progress | | +| Operations | in progress | | | Loss | in progress | | | Data | in progress | | | Convolutional Neural Network | in progress | | diff --git a/norch/__pycache__/__init__.cpython-38.pyc b/norch/__pycache__/__init__.cpython-38.pyc index 176d505192d006a204e01bbdff5524e7ed201c38..71962d9e9e29bd7e443f82302b507406eb8b5080 100644 GIT binary patch delta 107 zcmaFM^p=S`l$V!_0SHzl_)p|+U^JQ7qvsdJl$RI9nqN?onH$AgT9TPl9L1fNUzD6t zmRX#cpBKd)A77SQ1Y*X=-{OjoPb@9T$S;bI2T3FsrKV(-6vxM}WGG?-np?y+nS(JE E08|zuPyhe` delta 107 zcmaFM^p=S`l$V!_0SHpH{U&lZFd9$n(et~-l$RI9nqN?onR|=1v?Md9IEp(jzbHAQ zEVDQ>KkpWIe0*7I5r`Qde~T+VKC!eUBfkj921+CsrKV(-6vxM}WGDg|T*Nh*gE18V Dng}G^ diff --git a/norch/csrc/cuda.cu b/norch/csrc/cuda.cu index 87ba247..e39c20c 100644 --- a/norch/csrc/cuda.cu +++ b/norch/csrc/cuda.cu @@ -7,8 +7,17 @@ #define THREADS_PER_BLOCK 128 #define TILE_SIZE 32 -__host__ void cpu_to_cuda(Tensor* tensor) { +__host__ void cpu_to_cuda(Tensor* tensor, int device_id) { + + int deviceCount; + cudaGetDeviceCount(&deviceCount); + if (device_id >= deviceCount) { + fprintf(stderr, "Could not send tensor to device %d, only %d devices available\n", device_id, deviceCount); + exit(1); + } + cudaSetDevice(device_id); + float* data_tmp; cudaMalloc((void **)&data_tmp, tensor->size * sizeof(float)); cudaMemcpy(data_tmp, tensor->data, tensor->size * sizeof(float), cudaMemcpyHostToDevice); diff --git a/norch/csrc/cuda.h b/norch/csrc/cuda.h index daeef28..3619452 100644 --- a/norch/csrc/cuda.h +++ b/norch/csrc/cuda.h @@ -1,7 +1,7 @@ #ifndef CUDA_KERNEL_H_ #define CUDA_KERNEL_H_ - __host__ void cpu_to_cuda(Tensor* tensor); + __host__ void cpu_to_cuda(Tensor* tensor, int device_id); __host__ void cuda_to_cpu(Tensor* tensor); __global__ void add_tensor_cuda_kernel(float* data1, float* data2, float* result_data, int size); diff --git a/norch/csrc/tensor.cpp b/norch/csrc/tensor.cpp index d5bfa71..725b9f5 100644 --- a/norch/csrc/tensor.cpp +++ b/norch/csrc/tensor.cpp @@ -64,8 +64,15 @@ extern "C" { } void to_device(Tensor* tensor, char* target_device) { + int device_id = 0; + char* endptr; + long num = strtol(target_device, &endptr, 10); + if (*endptr == '\0') { + device_id = (int)num; + } + if ((strcmp(target_device, "cuda") == 0) && (strcmp(tensor->device, "cpu") == 0)) { - cpu_to_cuda(tensor); + cpu_to_cuda(tensor, device_id); } else if ((strcmp(target_device, "cpu") == 0) && (strcmp(tensor->device, "cuda") == 0)) { diff --git a/norch/distributed/distributed.py b/norch/distributed/distributed.py new file mode 100644 index 0000000..a11a82e --- /dev/null +++ b/norch/distributed/distributed.py @@ -0,0 +1,2 @@ +def init_process_group(world_size, rank, backend='nccl'): + pass \ No newline at end of file diff --git a/norch/distributed/run/__main__.py b/norch/distributed/run/__main__.py new file mode 100644 index 0000000..a16682e --- /dev/null +++ b/norch/distributed/run/__main__.py @@ -0,0 +1,8 @@ +import sys +from . import run + +def main(): + run.main() + +if __name__ == "__main__": + main() diff --git a/norch/distributed/run/run.py b/norch/distributed/run/run.py new file mode 100644 index 0000000..c2eaba1 --- /dev/null +++ b/norch/distributed/run/run.py @@ -0,0 +1,39 @@ +import sys +import os +import argparse +import multiprocessing + +def worker(rank, nnodes, world_size, script_name, script_args): + os.environ['LOCAL_RANK'] = str(rank // nnodes) + os.environ['RANK'] = str(rank) + os.environ['WORLD_SIZE'] = str(world_size) + script_args = [sys.executable, script_name] + script_args + os.execvp(script_args[0], script_args) + +def main(): + parser = argparse.ArgumentParser(description="Distributed runner") + parser.add_argument('--nproc_per_node', type=int, required=True, help='Number of processes') + parser.add_argument('--nnodes', type=int, required=False, default=1, help='Number of nodes') + parser.add_argument('script', type=str, help='The script to run') + parser.add_argument('script_args', nargs=argparse.REMAINDER, help='Arguments for the script') + + args = parser.parse_args() + + nproc_per_node = args.nproc_per_node + nnodes = args.nnodes + script_name = args.script + script_args = args.script_args + + world_size = nproc_per_node * nnodes + + processes = [] + for rank in range(nproc_per_node): + p = multiprocessing.Process(target=worker, args=(rank, nnodes, world_size, script_name, script_args)) + p.start() + processes.append(p) + + for p in processes: + p.join() + +if __name__ == '__main__': + main() diff --git a/norch/tensor.py b/norch/tensor.py index 6861f14..2e80e72 100644 --- a/norch/tensor.py +++ b/norch/tensor.py @@ -190,6 +190,8 @@ class Tensor: return self.reshape(new_shape) def to(self, device): + device = str(device) + self.device = device self.device_ctype = self.device.encode('utf-8') diff --git a/train.py b/train.py new file mode 100644 index 0000000..539cd65 --- /dev/null +++ b/train.py @@ -0,0 +1,12 @@ +import os + +def main(): + local_rank = int(os.getenv('LOCAL_RANK', -1)) + rank = int(os.getenv('RANK', -1)) + world_size = int(os.getenv('WORLD_SIZE', -1)) + + # Your main script logic here + print(f"Hello from process {local_rank}, {rank} out of {world_size}") + +if __name__ == "__main__": + main() From e55c1195eceda8c9de3ebfec0131ef0937bea698 Mon Sep 17 00:00:00 2001 From: lucasdelimanogueira Date: Fri, 24 May 2024 15:12:53 -0300 Subject: [PATCH 2/4] implemented mpi for distributed run --- build/Makefile | 24 +++++++++++++++------ build/cuda.cu.o | Bin 220464 -> 220856 bytes build/distributed.o | Bin 0 -> 178800 bytes build/tensor.o | Bin 54176 -> 54352 bytes norch/__pycache__/tensor.cpython-38.pyc | Bin 20142 -> 20157 bytes norch/csrc/cuda.h | 1 + norch/csrc/distributed.cpp | 27 ++++++++++++++++++++++++ norch/csrc/distributed.h | 26 +++++++++++++++++++++++ norch/csrc/distributed.o | Bin 0 -> 178792 bytes norch/distributed/__init__.py | 1 + norch/distributed/distributed.py | 13 ++++++++++-- norch/distributed/run/run.py | 22 ++++++------------- norch/libtensor.so | Bin 268008 -> 391384 bytes setup.py | 8 +++++++ train.py | 11 +++++----- 15 files changed, 105 insertions(+), 28 deletions(-) create mode 100644 build/distributed.o create mode 100644 norch/csrc/distributed.cpp create mode 100644 norch/csrc/distributed.h create mode 100755 norch/csrc/distributed.o create mode 100644 norch/distributed/__init__.py diff --git a/build/Makefile b/build/Makefile index 615abf7..b1da9bd 100644 --- a/build/Makefile +++ b/build/Makefile @@ -1,10 +1,19 @@ # Compiler CC = g++ NVCC = nvcc +MPI_CC = mpiCC # Compiler flags CFLAGS = -Wall -Wextra -std=c++11 NVCCFLAGS = -std=c++11 +MPICC_FLAGS = -Wall -Wextra -std=c++11 + +# CUDA flags and libraries +CUDAFLAGS = -arch=sm_75 +CUDALIBS = -I/usr/local/cuda/include -L/usr/local/cuda/lib64 -lcudart -lcuda + +# MPI flags and libraries +MPILIBS = -lmpi_cxx # Directories SRCDIR = ../norch/csrc @@ -12,18 +21,17 @@ BUILDDIR = ../build TARGET = ../norch/libtensor.so # Files -SRCS = $(wildcard $(SRCDIR)/*.cpp) +SRCS := $(filter-out $(SRCDIR)/distributed.cpp, $(wildcard $(SRCDIR)/*.cpp)) CU_SRCS = $(wildcard $(SRCDIR)/*.cu) OBJS = $(patsubst $(SRCDIR)/%.cpp, $(BUILDDIR)/%.o, $(SRCS)) CU_OBJS = $(patsubst $(SRCDIR)/%.cu, $(BUILDDIR)/%.cu.o, $(CU_SRCS)) +MPI_SRCS := $(SRCDIR)/distributed.cpp +MPI_OBJS := $(BUILDDIR)/distributed.o -# CUDA flags and libraries -CUDAFLAGS = -arch=sm_75 -CUDALIBS = -I/usr/local/cuda/include -L/usr/local/cuda/lib64 -lcudart -lcuda # Rule to build the target -$(TARGET): $(OBJS) $(CU_OBJS) - $(NVCC) --shared -o $(TARGET) $(OBJS) $(CU_OBJS) $(CUDALIBS) +$(TARGET): $(OBJS) $(MPI_OBJS) $(CU_OBJS) + $(NVCC) --shared -o $(TARGET) $(OBJS) $(MPI_OBJS) $(CU_OBJS) $(CUDALIBS) $(MPILIBS) # Rule to compile C++ source files $(BUILDDIR)/%.o: $(SRCDIR)/%.cpp @@ -33,6 +41,10 @@ $(BUILDDIR)/%.o: $(SRCDIR)/%.cpp $(BUILDDIR)/%.cu.o: $(SRCDIR)/%.cu $(NVCC) $(NVCCFLAGS) $(CUDAFLAGS) -Xcompiler -fPIC -c $< -o $@ +# Rule to compile distributed.cpp with mpiCC +$(BUILDDIR)/distributed.o: $(SRCDIR)/distributed.cpp + $(MPI_CC) $(MPICC_FLAGS) -fPIC -c $< -o $@ + # Clean rule clean: rm -f $(BUILDDIR)/*.o $(TARGET) diff --git a/build/cuda.cu.o b/build/cuda.cu.o index 4d96c07496451f5c75fa27a0e7cd608a52af7901..e7e5316fb30850c05f9b65ab7080b960f78b222a 100644 GIT binary patch delta 24565 zcmZ{s349b)^2d8-A`mVK1VWG_h#-Ojku!?iN4N?15x_t|&Ojg_V6^2>xkNzVv0i|p zA}AOzI8OS~uD_=qNPn>Fne?Scz9Zl)?|LS!>xuj( z%ln*3Uw##n^ySX-!6(umZ0WsOdgL|kJ>UHyeYL#n2^nAT;OSYRhhLhWms;lGjrnQa zJ5QfIH9I9|dS1$`@j2NkdE;|tO`n;PH$5eL{G3VS#;4TJzA@NIr*_qX}s&u^|$n-h1fSn2+7=L)4FRYT=Vm)ZUC z&T!Gy;kxsnbmKHlR`CZ*VJ~cY&X@U7Lu)z_{C<&s{k zWeuueh74#w$Z}QiH{mtvSl(B5|C_>F4zawa?VK~hC#G1CCH|Ev+X)RA=IM8w3>nZt z3`gr)aJvkcD}2rf%hms7;WyN?Tr2dc@J^YQYemCVY~o(msXy1BT0=2h7-iq`~oF+6>}HRz@*O}mztX2Lkj2TFnt z!VfgIKqr(fyw-TjbwbO8pSm&Df2VM_U_$JGlVbS!rq}_03hz2G*1rLrEj-aOO)YOM z73w4W$4Qnqx1DpR@aA@gu9G1Ho)E)}Q>>?4v7DpA7pGdTivJ@#W18ivxI#5Mp~r5v 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a/norch/__pycache__/tensor.cpython-38.pyc b/norch/__pycache__/tensor.cpython-38.pyc index 882aabd3782323504872aba6c1220c6316c6dff2..2381a0f80ce358482ebd4ed05a4df8ec956d0ea2 100644 GIT binary patch delta 1166 zcmZXTTTB#Z6oBW<-fxh?B3-Tui^{S@DYb2|iBbhrws?P`i9h0wbeDx4{+$&u3u>yO zslCWi(H01(iI)eB{%XV7OrtzuK7>#0L(l`CjgaSz?nQzXV^PhYEtK;y; zIQX{vd~QWP4zY3f_^0iE z*^chOSN2^}QUKQl#w(bVcn2Y$&`I!1WF3r2N5(#&qi73g2;on0VZGI%=~5X0++0&2 zMv9)R5W#(=OTF#ZXsoBsWm0IVf@2%BxA%C2(j%5hb>p=exw}MYmK>7g@h2#L*jEVoykMcqW+}S@2mM zxpGqTKEmgO6$G=*G)c24Q?+v5MCr7-skvY@$osgX;b9<2R?{%M zOnzMIZi?2GLjYDRZ>|yVzwT9??be-pV<~<@Hn|uI#mK6^0e(ikF$g1gs&QKYXCuw! ziAmiWp?>oQ;1_(irWSskacEk*4Unc|v-HGzlj6qO1i+XmZ;k+5Gjoo%)B@a=Vx@So z?k2z^Jip-|*pFjP<#?%8gK5l(41x`hN9Yc{jx_CWp#tb4@l6D})_glbBkU${faooR!Erb)M8UZVd3> T@WHnY;6+#4diWi;wte>z1O73B delta 1141 zcmY+DT}+c#7=XX`>krt{$xjQm2n;PkX%#B|;tats=AahCASQZogtcR>w3O4YRuSo#|K06j>iS{ZSph>!wOS|mAEnu5tyNqs+p$Enq>wwQ{398 zYB}-T_!?%5C^){i$fd;985Ly2dx}pD^AefE=fK9oW7a&%4q~pb7oZjMoku~(L1(>% z$~?ha&a3b%?r~+|cOhJZ0L!APkepgnmRstp)*W=pqKOi+x5hxmXHG5Aa!k9-iRonp>#NXZwxHy@; z60>IRBUzKc%WWPT6*l~%qN8$Awa3UBC-h^fx7wPL;@JPiY?$=^6r@;AdY&O{BWx!a zbDkt=b>1CZ`Qr9dB_ALV- zLd#~jx)RXU(goLW@hzu05lbe-VoN{3b+M&21Tbfmy!FmzfQM4tDE{344Zsh$(DsY< zg3RYDz@Bms-fNG-GM0r-g9&eh=pFqXdizW(H9?PwA0%`Vx(R)R4++N!CkVrY(}c5x z^Mp~t7~vzr$An7++CTr4K +#include +#include +#include "distributed.h" +#include + +extern "C" { + void init_process_group(int rank, int world_size) { + + MPI_Init(NULL, NULL); + + int id; + + if (rank == 0) { + id = 123; + } + printf("O id é: %d no rank %d/%d", id, rank, world_size); + MPICHECK(MPI_Bcast((void *)&id, sizeof(id), MPI_BYTE, 0, MPI_COMM_WORLD)); + printf("\n\n"); + printf("O id é: %d no rank %d/%d", id, rank, world_size); + MPI_Finalize(); + } +} + +int main(){ + init_process_group(5, 10); +} \ No newline at end of file diff --git a/norch/csrc/distributed.h b/norch/csrc/distributed.h new file mode 100644 index 0000000..a1bf4e7 --- /dev/null +++ b/norch/csrc/distributed.h @@ -0,0 +1,26 @@ +#ifndef DISTRIBUTED_H +#define DISTRIBUTED_H + +#define MPICHECK(cmd) do { \ + int e = cmd; \ + if( e != MPI_SUCCESS ) { \ + printf("Failed: MPI error %s:%d '%d'\n", \ + __FILE__,__LINE__, e); \ + exit(EXIT_FAILURE); \ + } \ +} while(0) + +/*#define NCCLCHECK(cmd) do { \ + ncclResult_t r = cmd; \ + if (r!= ncclSuccess) { \ + printf("Failed, NCCL error %s:%d '%s'\n", \ + __FILE__,__LINE__,ncclGetErrorString(r)); \ + exit(EXIT_FAILURE); \ + } \ +} while(0)*/ + +extern "C" { + void init_process_group(int rank, int world_size); +} + +#endif /* DISTRIBUTED_H */ diff --git a/norch/csrc/distributed.o b/norch/csrc/distributed.o new file mode 100755 index 0000000000000000000000000000000000000000..144f330cbae42f669eb351ae0f7955c39ef2f718 GIT binary patch literal 178792 zcmeF433yf2)%Pz1D=KQ7T2#~!v0_C`LIOdlCL|XU$z%pWMK2+_LL?+H1A_&N#eo>9 zIMmXL6?m@N7XLBirip(jx#{#d zmOjIT9Y^k$>2o}Nh6_7^+^>lLL~=*a=Op@!6n3(>8RTY)Ka1Q^^vR}Aj%|`@_X6?HAa|zt8_2y-{Ikey6#r~;o5bHtZj1OYBDYoiZREC#zk}R4;-5?IJn_#b 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build/distributed.o | Bin 178800 -> 187632 bytes norch/__init__.py | 2 +- norch/csrc/distributed.cpp | 76 ++++++++++++++++++++++++------- norch/csrc/distributed.h | 6 +-- norch/distributed/distributed.py | 15 +++++- norch/libtensor.so | Bin 391384 -> 401208 bytes setup.py | 15 ++++++ train.py | 13 ++++++ 11 files changed, 108 insertions(+), 25 deletions(-) create mode 100644 .gitmodules diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 0000000..e69de29 diff --git a/build/Makefile b/build/Makefile index b1da9bd..5c36c07 100644 --- a/build/Makefile +++ b/build/Makefile @@ -1,7 +1,7 @@ # Compiler CC = g++ NVCC = nvcc -MPI_CC = mpiCC +MPI_CC = mpicc # Compiler flags CFLAGS = -Wall -Wextra -std=c++11 @@ -13,7 +13,7 @@ CUDAFLAGS = -arch=sm_75 CUDALIBS = -I/usr/local/cuda/include -L/usr/local/cuda/lib64 -lcudart -lcuda # MPI flags and libraries -MPILIBS = -lmpi_cxx +DISTRIBUTEDLIBS = -lmpi_cxx -lnccl # Directories SRCDIR = ../norch/csrc @@ -31,7 +31,7 @@ MPI_OBJS := 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z{eKbcZxQ%*{%7SS5~_`;>a?Ye^>)68|A*^CNgw2YnmUo_Wc$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) zBUKO83sftqUZ(mx)heq0r7Frl;)Ms&5Q*TR>PPh^s=_f*Zl?Djs!gZ{D=gGBTt-tO znp15-HG*nes_m$DpxTjYC#qejMpNxU^){-pRQpgB7p>IkZdR7Dv@?_*4tVIr?} 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train.py | 21 +++++++++++++-------- 5 files changed, 17 insertions(+), 14 deletions(-) delete mode 100755 norch/csrc/distributed.o diff --git a/norch/csrc/distributed.cpp b/norch/csrc/distributed.cpp index 666c435..8124ec0 100644 --- a/norch/csrc/distributed.cpp +++ b/norch/csrc/distributed.cpp @@ -46,17 +46,13 @@ void broadcast_tensor(Tensor* tensor) { cudaStreamDestroy(stream); } -void allreduce_mean_tensor(Tensor* tensor) { +void allreduce_sum_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); } diff --git a/norch/csrc/distributed.h b/norch/csrc/distributed.h 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