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sylee96 avatar sylee96 commented on June 28, 2024

I also encountered this bug.

I have been using Docker images to install and use deepspeed, and the same code I have used worked before. However, when I created a new container through the Docker image and installed deepspeed, the same issue as described above occurs. Is this a problem with the 0.14.3 version of deepspeed? How can I resolve this?

Specific system information is as follows:
System info (please complete the following information):

  • OS: Ubuntu 22.04
  • GPU count and types A6000 x4
  • Python version 3.10.6
  • Cuda 12.0
  • deepspeed 0.14.3
  • torch 2.3.1
  • accelerate 0.31.0

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delock avatar delock commented on June 28, 2024

I get same error and noticed that cpu_adam.so didn't get properly built. In my case it seems a missing depedency. You can scroll back further to see what caused the module didn't load.

[2/3] c++ -MMD -MF cpu_adam_impl.o.d -DTORCH_EXTENSION_NAME=cpu_adam -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COM[138/58213]
\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -I/home/gma/DeepSpeed/csrc/includes -isystem /h
ome/gma/miniforge3/envs/ds/lib/python3.11/site-packages/torch/include -isystem /home/gma/miniforge3/envs/ds/lib/python3.11/sit
e-packages/torch/include/torch/csrc/api/include -isystem /home/gma/miniforge3/envs/ds/lib/python3.11/site-packages/torch/inclu
de/TH -isystem /home/gma/miniforge3/envs/ds/lib/python3.11/site-packages/torch/include/THC -isystem /home/gma/miniforge3/envs/
ds/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++17 -O3 -std=c++17 -g -Wno-reorder -L/usr/local/cuda/lib64 -lcud
art -lcublas -g -march=native -fopenmp -D__AVX256__ -D__ENABLE_CUDA__ -DBF16_AVAILABLE -c /home/gma/DeepSpeed/csrc/adam/cpu_ad
am_impl.cpp -o cpu_adam_impl.o                                                                                                
[3/3] c++ cpu_adam.o cpu_adam_impl.o -shared -lcurand -L/home/gma/miniforge3/envs/ds/lib/python3.11/site-packages/torch/lib -l
c10 -ltorch_cpu -ltorch -ltorch_python -o cpu_adam.so                                                                         
FAILED: cpu_adam.so                                                                                                           
c++ cpu_adam.o cpu_adam_impl.o -shared -lcurand -L/home/gma/miniforge3/envs/ds/lib/python3.11/site-packages/torch/lib -lc10 -l
torch_cpu -ltorch -ltorch_python -o cpu_adam.so                                                                               
/usr/bin/ld: cannot find -lcurand: No such file or directory

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oabuhamdan avatar oabuhamdan commented on June 28, 2024

@delock
that's not the case with me.
I tried
DS_BUILD_CPU_ADAM=1 pip install deepspeed
and I got

gcc -pthread -B /opt/shared/anaconda/2024.02/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -I/tmp/pip-install-gibr8vp7/deepspeed_b3851d81a4bb41fd902ed8835bbe2ecd/csrc/includes -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/TH -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/THC -I/opt/shared/cuda/12.4.1-550.54.15/include -I/home/3458/pytorch/venv/include -I/opt/shared/anaconda/2024.02/include/python3.11 -c csrc/adam/cpu_adam.cpp -o build/temp.linux-x86_64-cpython-311/csrc/adam/cpu_adam.o -O3 -std=c++17 -g -Wno-reorder -L/opt/shared/cuda/12.4.1-550.54.15/lib64 -lcudart -lcublas -g -march=native -fopenmp -D__AVX256__ -D__ENABLE_CUDA__ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=cpu_adam_op -D_GLIBCXX_USE_CXX11_ABI=0
      In file included from /tmp/pip-install-gibr8vp7/deepspeed_b3851d81a4bb41fd902ed8835bbe2ecd/csrc/includes/cpu_adam.h:14,
                       from csrc/adam/cpu_adam.cpp:6:
...
...
gcc: fatal error: Killed signal terminated program cc1plus
      compilation terminated.
      error: command '/opt/shared/gcc/11.2.0/bin/gcc' failed with exit code 1
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for deepspeed
  Running setup.py clean for deepspeed
Failed to build deepspeed
ERROR: Could not build wheels for deepspeed, which is required to install pyproject.toml-based projects

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savage95813 avatar savage95813 commented on June 28, 2024

@delock i got same error,infact i have the libcurand.so

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delock avatar delock commented on June 28, 2024

@delock that's not the case with me. I tried DS_BUILD_CPU_ADAM=1 pip install deepspeed and I got

gcc -pthread -B /opt/shared/anaconda/2024.02/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -I/tmp/pip-install-gibr8vp7/deepspeed_b3851d81a4bb41fd902ed8835bbe2ecd/csrc/includes -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/TH -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/THC -I/opt/shared/cuda/12.4.1-550.54.15/include -I/home/3458/pytorch/venv/include -I/opt/shared/anaconda/2024.02/include/python3.11 -c csrc/adam/cpu_adam.cpp -o build/temp.linux-x86_64-cpython-311/csrc/adam/cpu_adam.o -O3 -std=c++17 -g -Wno-reorder -L/opt/shared/cuda/12.4.1-550.54.15/lib64 -lcudart -lcublas -g -march=native -fopenmp -D__AVX256__ -D__ENABLE_CUDA__ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=cpu_adam_op -D_GLIBCXX_USE_CXX11_ABI=0
      In file included from /tmp/pip-install-gibr8vp7/deepspeed_b3851d81a4bb41fd902ed8835bbe2ecd/csrc/includes/cpu_adam.h:14,
                       from csrc/adam/cpu_adam.cpp:6:
...
...
gcc: fatal error: Killed signal terminated program cc1plus
      compilation terminated.
      error: command '/opt/shared/gcc/11.2.0/bin/gcc' failed with exit code 1
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for deepspeed
  Running setup.py clean for deepspeed
Failed to build deepspeed
ERROR: Could not build wheels for deepspeed, which is required to install pyproject.toml-based projects

The full error message from gcc might give an indication what might have gone wrong. The real reason for kernel build failure might be different in your case. One thing I usually try is execute the following command printed out by DeepSpeed manually so this specific error can be reproduced and triaged.

gcc -pthread -B /opt/shared/anaconda/2024.02/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -I/tmp/pip-install-gibr8vp7/deepspeed_b3851d81a4bb41fd902ed8835bbe2ecd/csrc/includes -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/TH -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/THC -I/opt/shared/cuda/12.4.1-550.54.15/include -I/home/3458/pytorch/venv/include -I/opt/shared/anaconda/2024.02/include/python3.11 -c csrc/adam/cpu_adam.cpp -o build/temp.linux-x86_64-cpython-311/csrc/adam/cpu_adam.o -O3 -std=c++17 -g -Wno-reorder -L/opt/shared/cuda/12.4.1-550.54.15/lib64 -lcudart -lcublas -g -march=native -fopenmp -D__AVX256__ -D__ENABLE_CUDA__ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=cpu_adam_op -D_GLIBCXX_USE_CXX11_ABI=0

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oabuhamdan avatar oabuhamdan commented on June 28, 2024

Hi @delock
I followed your advice.
The compilation is stuck at some point when building from source or when using pip.
This is when using

DS_BUILD_CPU_ADAM=1 pip install deepspeed

or

DS_BUILD_CPU_ADAM=1 pip install . # inside DeepSpeed directory

Here is the command it is stuck at

gcc -pthread -B /opt/shared/anaconda/2024.02/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -I/home/3458/pytorch/DeepSpeed/csrc/includes -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/TH -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/THC -I/opt/shared/cuda/12.4.1-550.54.15/include -I/home/3458/pytorch/venv/include -I/opt/shared/anaconda/2024.02/include/python3.11 -c csrc/adam/cpu_adam.cpp -o build/temp.linux-x86_64-cpython-311/csrc/adam/cpu_adam.o -O3 -std=c++17 -g -Wno-reorder -L/opt/shared/cuda/12.4.1-550.54.15/lib64 -lcudart -lcublas -g -march=native -fopenmp -D__AVX256__ -D__ENABLE_CUDA__ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\"

And here is where it is stuck

 building 'deepspeed.ops.adam.cpu_adam_op' extension
  gcc -pthread -B /opt/shared/anaconda/2024.02/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -O2 -isystem /opt/shared/anaconda/2024.02/include -fPIC -I/home/3458/pytorch/DeepSpeed/csrc/includes -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/TH -I/home/3458/pytorch/venv/lib/python3.11/site-packages/torch/include/THC -I/opt/shared/cuda/12.4.1-550.54.15/include -I/home/3458/pytorch/venv/include -I/opt/shared/anaconda/2024.02/include/python3.11 -c csrc/adam/cpu_adam.cpp -o build/temp.linux-x86_64-cpython-311/csrc/adam/cpu_adam.o -O3 -std=c++17 -g -Wno-reorder -L/opt/shared/cuda/12.4.1-550.54.15/lib64 -lcudart -lcublas -g -march=native -fopenmp -D__AVX256__ -D__ENABLE_CUDA__ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=cpu_adam_op -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/3458/pytorch/DeepSpeed/csrc/includes/cpu_adam.h:14,
                   from csrc/adam/cpu_adam.cpp:6:
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:133: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    133 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:154: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    154 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:163: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    163 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:184: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    184 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:191: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    191 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:199: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    199 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:207: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    207 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:215: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    215 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:221: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    221 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:227: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    227 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:233: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    233 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:239: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    239 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:245: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    245 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:251: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    251 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:257: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    257 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:263: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    263 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:269: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    269 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:277: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    277 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:283: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    283 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:289: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    289 | #pragma unroll
        |
  /home/3458/pytorch/DeepSpeed/csrc/includes/simd.h:295: warning: ignoring '#pragma unroll ' [-Wunknown-pragmas]
    295 | #pragma unroll
        |

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oabuhamdan avatar oabuhamdan commented on June 28, 2024

Now when using

DS_BUILD_CPU_ADAM=1 ./install.sh

It gives the same above error but telling which line

gcc: fatal error: Killed signal terminated program cc1plus
compilation terminated.
error: command '/opt/shared/gcc/11.2.0/bin/gcc' failed with exit code 1
Error on line 155
Fail to install deepspeed

from deepspeed.

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