fix multiple definition while building evoformer #4556
Merged
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
fecet
requested review from
RezaYazdaniAminabadi,
arashb,
awan-10,
cmikeh2 and
jeffra
as code owners
Contributor
|
@cctry Can you review this? |
Contributor
|
@conglongli Works well on my side |
conglongli
approved these changes
Oct 26, 2023
delock
pushed a commit
to delock/DeepSpeedSYCLSupport
that referenced
this pull request
Oct 30, 2023
* Remove PP Grad Tail Check (deepspeedai#2538) * Only communicate grad tail if it exists Co-authored-by: Dashiell Stander <dash.stander@gmail.com> * Revert previous patch and just always send the grad tail * Formatting --------- Co-authored-by: Dashiell Stander <dash.stander@gmail.com> Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com> * Added __HIP_PLATFORM_AMD__=1 (deepspeedai#4570) * fix multiple definition while building evoformer (deepspeedai#4556) Current builder for evoformer use the same name for `attention.cpp` and `attention.cu`, leading to same intermediate filename `attention.o`: ```shell march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe - isystem /home/zejianxie/.conda/envs/dll/include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /home/zejianxie/.conda/envs/dll/include build/temp.linux-x86_64-cpython- 310/csrc/deepspeed4science/evoformer_attn/attention.o build/temp.linux-x86_64-cpython- 310/csrc/deepspeed4science/evoformer_attn/attention.o build/temp.linux-x86_64-cpython- 310/csrc/deepspeed4science/evoformer_attn/attention_back.o ``` and ``` `attention_impl(at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&)': tmpxft_0012bef1_00000000-6_attention.compute_86.cudafe1.cpp:(.text+0x330): multiple definition of `attention_impl(at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&)'; build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:tmpxft_0012bef1_00000000-6_attention.compute_86.cudafe1.cpp:(.text+0x330): first defined here /home/zejianxie/.conda/envs/dll/bin/../lib/gcc/x86_64-conda-linux-gnu/11.4.0/../../../../x86_64-conda-linux-gnu/bin/ld: build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:(.bss+0x0): multiple definition of `torch::autograd::(anonymous namespace)::graph_task_id'; build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:(.bss+0x0): first defined here ``` I use following to reproduce and confirm my fix works: ``` git clone https://github.com/NVIDIA/cutlass --depth 1 CUTLASS_PATH=$PWD/cutlass DS_BUILD_EVOFORMER_ATTN=1 pip install ./DeepSpeed --global-option="build_ext" ```  Co-authored-by: Conglong Li <conglong.li@gmail.com> * Update ccl.py --------- Co-authored-by: Quentin Anthony <qganthony@yahoo.com> Co-authored-by: Dashiell Stander <dash.stander@gmail.com> Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com> Co-authored-by: Ramya Ramineni <62723901+rraminen@users.noreply.github.com> Co-authored-by: Xie Zejian <xiezej@gmail.com> Co-authored-by: Conglong Li <conglong.li@gmail.com>
baodii
pushed a commit
to baodii/DeepSpeed
that referenced
this pull request
Nov 7, 2023
Current builder for evoformer use the same name for `attention.cpp` and
`attention.cu`, leading to same intermediate filename `attention.o`:
```shell
march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe -
isystem /home/zejianxie/.conda/envs/dll/include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem
/home/zejianxie/.conda/envs/dll/include build/temp.linux-x86_64-cpython-
310/csrc/deepspeed4science/evoformer_attn/attention.o build/temp.linux-x86_64-cpython-
310/csrc/deepspeed4science/evoformer_attn/attention.o build/temp.linux-x86_64-cpython-
310/csrc/deepspeed4science/evoformer_attn/attention_back.o
```
and
```
`attention_impl(at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&)':
tmpxft_0012bef1_00000000-6_attention.compute_86.cudafe1.cpp:(.text+0x330): multiple definition of `attention_impl(at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&)'; build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:tmpxft_0012bef1_00000000-6_attention.compute_86.cudafe1.cpp:(.text+0x330): first defined here
/home/zejianxie/.conda/envs/dll/bin/../lib/gcc/x86_64-conda-linux-gnu/11.4.0/../../../../x86_64-conda-linux-gnu/bin/ld: build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:(.bss+0x0): multiple definition of `torch::autograd::(anonymous namespace)::graph_task_id'; build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:(.bss+0x0): first defined here
```
I use following to reproduce and confirm my fix works:
```
git clone https://github.com/NVIDIA/cutlass --depth 1
CUTLASS_PATH=$PWD/cutlass DS_BUILD_EVOFORMER_ATTN=1 pip install ./DeepSpeed --global-option="build_ext"
```
Co-authored-by: Conglong Li <conglong.li@gmail.com>
mauryaavinash95
pushed a commit
to mauryaavinash95/DeepSpeed
that referenced
this pull request
Feb 17, 2024
Current builder for evoformer use the same name for `attention.cpp` and
`attention.cu`, leading to same intermediate filename `attention.o`:
```shell
march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe -
isystem /home/zejianxie/.conda/envs/dll/include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem
/home/zejianxie/.conda/envs/dll/include build/temp.linux-x86_64-cpython-
310/csrc/deepspeed4science/evoformer_attn/attention.o build/temp.linux-x86_64-cpython-
310/csrc/deepspeed4science/evoformer_attn/attention.o build/temp.linux-x86_64-cpython-
310/csrc/deepspeed4science/evoformer_attn/attention_back.o
```
and
```
`attention_impl(at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&)':
tmpxft_0012bef1_00000000-6_attention.compute_86.cudafe1.cpp:(.text+0x330): multiple definition of `attention_impl(at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&, at::Tensor&)'; build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:tmpxft_0012bef1_00000000-6_attention.compute_86.cudafe1.cpp:(.text+0x330): first defined here
/home/zejianxie/.conda/envs/dll/bin/../lib/gcc/x86_64-conda-linux-gnu/11.4.0/../../../../x86_64-conda-linux-gnu/bin/ld: build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:(.bss+0x0): multiple definition of `torch::autograd::(anonymous namespace)::graph_task_id'; build/temp.linux-x86_64-cpython-310/csrc/deepspeed4science/evoformer_attn/attention.o:(.bss+0x0): first defined here
```
I use following to reproduce and confirm my fix works:
```
git clone https://github.com/NVIDIA/cutlass --depth 1
CUTLASS_PATH=$PWD/cutlass DS_BUILD_EVOFORMER_ATTN=1 pip install ./DeepSpeed --global-option="build_ext"
```
Co-authored-by: Conglong Li <conglong.li@gmail.com>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Current builder for evoformer use the same name for
attention.cppandattention.cu, leading to same intermediate filenameattention.o:and
I use following to reproduce and confirm my fix works: