mirror of
https://github.com/hpcaitech/ColossalAI.git
synced 2025-04-27 11:31:58 +00:00
* add SimPO
* fix dataloader
* remove debug code
* add orpo
* fix style
* fix colossalai, transformers version
* fix colossalai, transformers version
* fix colossalai, transformers version
* fix torch colossalai version
* update transformers version
* [shardformer] DeepseekMoE support (#5871)
* [Feature] deepseek moe expert parallel implement
* [misc] fix typo, remove redundant file (#5867)
* [misc] fix typo
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [Feature] deepseek support & unit test
* [misc] remove debug code & useless print
* [misc] fix typos (#5872)
* [Feature] remove modeling file, use auto config. (#5884)
* [misc] fix typos
* [Feature] deepseek support via auto model, remove modeling file
* [misc] delete useless file
* [misc] fix typos
* [Deepseek] remove redundant code (#5888)
* [misc] fix typos
* [Feature] deepseek support via auto model, remove modeling file
* [misc] delete useless file
* [misc] fix typos
* [misc] remove redundant code
* [Feature/deepseek] resolve comment. (#5889)
* [misc] fix typos
* [Feature] deepseek support via auto model, remove modeling file
* [misc] delete useless file
* [misc] fix typos
* [misc] remove redundant code
* [misc] mv module replacement into if branch
* [misc] add some warning message and modify some code in unit test
* [misc] fix typos
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [Hoxfix] Fix CUDA_DEVICE_MAX_CONNECTIONS for comm overlap
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Feat] Diffusion Model(PixArtAlpha/StableDiffusion3) Support (#5838)
* Diffusion Model Inference support
* Stable Diffusion 3 Support
* pixartalpha support
* [HotFix] CI,import,requirements-test for #5838 (#5892)
* [Hot Fix] CI,import,requirements-test
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [Feature] Enable PP + SP for llama (#5868)
* fix cross-PP-stage position id length diff bug
* fix typo
* fix typo
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* use a one cross entropy func for all shardformer models
---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [ShardFormer] Add Ulysses Sequence Parallelism support for Command-R, Qwen2 and ChatGLM (#5897)
* add benchmark for sft, dpo, simpo, orpo. Add benchmarking result. Support lora with gradient checkpoint
* fix style
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* fix eval
* hotfix citation
* [zero] support all-gather overlap (#5898)
* [zero] support all-gather overlap
* [zero] add overlap all-gather flag
* [misc] fix typo
* [zero] update api
* fix orpo cross entropy loss
* [Auto Parallel]: Speed up intra-op plan generation by 44% (#5446)
* Remove unnecessary calls to deepcopy
* Build DimSpec's difference dict only once
This change considerably speeds up construction speed of DimSpec objects. The difference_dict is the same for each DimSpec object, so a single copy of it is enough.
* Fix documentation of DimSpec's difference method
* [ShardFormer] fix qwen2 sp (#5903)
* [compatibility] support torch 2.2 (#5875)
* Support Pytorch 2.2.2
* keep build_on_pr file and update .compatibility
* fix object_to_tensor usage when torch>=2.3.0 (#5820)
* [misc] support torch2.3 (#5893)
* [misc] support torch2.3
* [devops] update compatibility ci
* [devops] update compatibility ci
* [devops] add debug
* [devops] add debug
* [devops] add debug
* [devops] add debug
* [devops] remove debug
* [devops] remove debug
* [release] update version (#5912)
* [plugin] support all-gather overlap for hybrid parallel (#5919)
* [plugin] fixed all-gather overlap support for hybrid parallel
* add kto
* fix style, add kto data sample
* [Examples] Add lazy init to OPT and GPT examples (#5924)
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [ColossalChat] Hotfix for ColossalChat (#5910)
* add ignore and tiny llama
* fix path issue
* run style
* fix issue
* update bash
* add ignore and tiny llama
* fix path issue
* run style
* fix issue
* update bash
* fix ddp issue
* add Qwen 1.5 32B
* refactor tokenization
* [FIX BUG] UnboundLocalError: cannot access local variable 'default_conversation' where it is not associated with a value (#5931)
* cannot access local variable 'default_conversation' where it is not associated with a value
set default value for 'default_conversation'
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* fix test data
* refactor evaluation
* remove real data path
* remove real data path
* Add n_fused as an input from native_module (#5894)
* [FIX BUG] convert env param to int in (#5934)
* [Hotfix] Fix ZeRO typo #5936
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Feature] Add a switch to control whether the model checkpoint needs to be saved after each epoch ends (#5941)
* Add a switch to control whether the model checkpoint needs to be saved after each epoch ends
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* fix style
* fix style
* fix style
* [shardformer] hotfix attn mask (#5945)
* [shardformer] hotfix attn mask (#5947)
* [Feat] Distrifusion Acceleration Support for Diffusion Inference (#5895)
* Distrifusion Support source
* comp comm overlap optimization
* sd3 benchmark
* pixart distrifusion bug fix
* sd3 bug fix and benchmark
* generation bug fix
* naming fix
* add docstring, fix counter and shape error
* add reference
* readme and requirement
* [zero] hotfix update master params (#5951)
* [release] update version (#5952)
* [Chat] Fix lora (#5946)
* fix merging
* remove filepath
* fix style
* Update README.md (#5958)
* [hotfix] Remove unused plan section (#5957)
* remove readme
* fix readme
* update
* [test] add mixtral for sequence classification
* [test] add mixtral transformer test
* [moe] fix plugin
* [test] mixtra pp shard test
* [chore] handle non member group
* [zero] solve hang
* [test] pass mixtral shardformer test
* [moe] implement transit between non moe tp and ep
* [zero] solve hang
* [misc] solve booster hang by rename the variable
* solve hang when parallel mode = pp + dp
* [moe] implement submesh initialization
* [moe] add mixtral dp grad scaling when not all experts are activated
* [chore] manually revert unintended commit
* [chore] trivial fix
* [chore] arg pass & remove drop token
* [test] add mixtral modelling test
* [moe] implement tp
* [moe] test deepseek
* [moe] clean legacy code
* [Feature] MoE Ulysses Support (#5918)
* moe sp support
* moe sp bug solve
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [chore] minor fix
* [moe] init moe plugin comm setting with sp
* moe sp + ep bug fix
* [moe] finalize test (no pp)
* [moe] full test for deepseek and mixtral (pp + sp to fix)
* [chore] minor fix after rebase
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* [chore] solve moe ckpt test failure and some other arg pass failure
* [moe] remove ops
* [test] fix test: test_zero1_2
* [bug] fix: somehow logger hangs the program
* [moe] deepseek moe sp support
* [test] add check
* [deepseek] replace attn (a workaround for bug in transformers)
* [misc] skip redunant test
* [misc] remove debug/print code
* [moe] refactor mesh assignment
* Revert "[moe] implement submesh initialization"
This reverts commit 2f9bce6686
.
* [chore] change moe_pg_mesh to private
* [misc] remove incompatible test config
* [misc] fix ci failure: change default value to false in moe plugin
* [misc] remove useless condition
* [chore] docstring
* [moe] remove force_overlap_comm flag and add warning instead
* [doc] add MoeHybridParallelPlugin docstring
* [moe] solve dp axis issue
* [chore] remove redundant test case, print string & reduce test tokens
* [feat] Dist Loader for Eval (#5950)
* support auto distributed data loader
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* support auto distributed data loader
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* fix tp error
* remove unused parameters
* remove unused
* update inference
* update docs
* update inference
---------
Co-authored-by: Michelle <qianranma8@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [lora] lora support hybrid parallel plugin (#5956)
* lora support hybrid plugin
* fix
* fix
* fix
* fix
* Support overall loss, update KTO logging
* [Docs] clarify launch port
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Hotfix] README link (#5966)
* update ignore
* update readme
* run style
* update readme
* [Hotfix] Avoid fused RMSnorm import error without apex (#5985)
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Chat] fix readme (#5989)
* fix readme
* fix readme, tokenization fully tested
* fix readme, tokenization fully tested
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: root <root@notebook-8f919155-6035-47b4-9c6f-1be133b9e2c9-0.notebook-8f919155-6035-47b4-9c6f-1be133b9e2c9.colossal-ai.svc.cluster.local>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* fix sync condition (#6000)
* [plugin] add cast inputs option for zero (#6003)
* [pre-commit.ci] pre-commit autoupdate (#5995)
updates:
- [github.com/psf/black-pre-commit-mirror: 24.4.2 → 24.8.0](https://github.com/psf/black-pre-commit-mirror/compare/24.4.2...24.8.0)
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [misc] Bypass the huggingface bug to solve the mask mismatch problem (#5991)
* [Feature] Zigzag Ring attention (#5905)
* halfway
* fix cross-PP-stage position id length diff bug
* fix typo
* fix typo
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* unified cross entropy func for all shardformer models
* remove redundant lines
* add basic ring attn; debug cross entropy
* fwd bwd logic complete
* fwd bwd logic complete; add experimental triton rescale
* precision tests passed
* precision tests passed
* fix typos and remove misc files
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* add sp_mode to benchmark; fix varlen interface
* update softmax_lse shape by new interface
* change tester name
* remove buffer clone; support packed seq layout
* add varlen tests
* fix typo
* all tests passed
* add dkv_group; fix mask
* remove debug statements
---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [misc] update compatibility (#6008)
* [misc] update compatibility
* [misc] update requirements
* [devops] disable requirements cache
* [test] fix torch ddp test
* [test] fix rerun on address in use
* [test] fix lazy init
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* fix the merge
* fix the merge
* overlap kv comm with output rescale (#6017)
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* fix the merge
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* fix the merge
* fix
* fix
* fix the merge
* fix
* [misc] Use dist logger in plugins (#6011)
* use dist logger in plugins
* remove trash
* print on rank 0
---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* fix
* fix
* fix
* fix
* fix the merge
* fix
* fix
* fix
* fix
---------
Co-authored-by: YeAnbang <anbangy2@outlook.com>
Co-authored-by: Haze188 <haze188@qq.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Edenzzzz <wenxuan.tan@wisc.edu>
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: Runyu Lu <77330637+LRY89757@users.noreply.github.com>
Co-authored-by: Guangyao Zhang <xjtu521@qq.com>
Co-authored-by: YeAnbang <44796419+YeAnbang@users.noreply.github.com>
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: Stephan Kö <stephankoe@users.noreply.github.com>
Co-authored-by: アマデウス <kurisusnowdeng@users.noreply.github.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: zhurunhua <1281592874@qq.com>
Co-authored-by: Insu Jang <insujang@umich.edu>
Co-authored-by: Gao, Ruiyuan <905370712@qq.com>
Co-authored-by: hxwang <wang1570@e.ntu.edu.sg>
Co-authored-by: Michelle <qianranma8@gmail.com>
Co-authored-by: root <root@notebook-8f919155-6035-47b4-9c6f-1be133b9e2c9-0.notebook-8f919155-6035-47b4-9c6f-1be133b9e2c9.colossal-ai.svc.cluster.local>
206 lines
7.2 KiB
YAML
206 lines
7.2 KiB
YAML
name: Build on PR
|
|
|
|
on:
|
|
pull_request:
|
|
types: [synchronize, opened, reopened, ready_for_review, closed]
|
|
branches:
|
|
- "main"
|
|
- "develop"
|
|
- "feature/**"
|
|
paths:
|
|
- ".github/workflows/build_on_pr.yml" # run command & env variables change
|
|
- "colossalai/**" # source code change
|
|
- "!colossalai/**.md" # ignore doc change
|
|
- "op_builder/**" # cuda extension change
|
|
- "!op_builder/**.md" # ignore doc change
|
|
- "requirements/**" # requirements change
|
|
- "tests/**" # test change
|
|
- "!tests/**.md" # ignore doc change
|
|
- "pytest.ini" # test config change
|
|
- "setup.py" # install command change
|
|
create:
|
|
delete:
|
|
|
|
jobs:
|
|
detect:
|
|
name: Detect file change
|
|
if: |
|
|
github.event_name == 'pull_request' &&
|
|
(github.event.action == 'synchronize' || github.event.action == 'opened' || github.event.action == 'reopened' || github.event.action == 'ready_for_review') &&
|
|
github.event.pull_request.draft == false &&
|
|
github.event.pull_request.base.repo.full_name == 'hpcaitech/ColossalAI'
|
|
outputs:
|
|
changedExtenisonFiles: ${{ steps.find-extension-change.outputs.all_changed_files }}
|
|
anyExtensionFileChanged: ${{ steps.find-extension-change.outputs.any_changed }}
|
|
changedLibraryFiles: ${{ steps.find-lib-change.outputs.all_changed_files }}
|
|
anyLibraryFileChanged: ${{ steps.find-lib-change.outputs.any_changed }}
|
|
runs-on: ubuntu-latest
|
|
concurrency:
|
|
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}-detect-change
|
|
cancel-in-progress: true
|
|
steps:
|
|
- uses: actions/checkout@v2
|
|
with:
|
|
fetch-depth: 0
|
|
ref: ${{ github.event.pull_request.head.sha }}
|
|
|
|
- name: Locate base commit
|
|
id: locate-base-sha
|
|
run: |
|
|
curBranch=$(git rev-parse --abbrev-ref HEAD)
|
|
commonCommit=$(git merge-base origin/main $curBranch)
|
|
echo $commonCommit
|
|
echo "baseSHA=$commonCommit" >> $GITHUB_OUTPUT
|
|
|
|
- name: Find the changed extension-related files
|
|
id: find-extension-change
|
|
uses: tj-actions/changed-files@v35
|
|
with:
|
|
base_sha: ${{ steps.locate-base-sha.outputs.baseSHA }}
|
|
files: |
|
|
op_builder/**
|
|
colossalai/kernel/**
|
|
setup.py
|
|
|
|
- name: Find the changed library-related files
|
|
id: find-lib-change
|
|
uses: tj-actions/changed-files@v35
|
|
with:
|
|
base_sha: ${{ steps.locate-base-sha.outputs.baseSHA }}
|
|
files: |
|
|
**/*.py
|
|
**/*.h
|
|
**/*.cpp
|
|
**/*.cu
|
|
**/*.txt
|
|
|
|
- name: List changed files
|
|
run: |
|
|
for file in ${{ steps.find-extension-change.outputs.all_changed_files }}; do
|
|
echo "$file was changed"
|
|
done
|
|
for file in ${{ steps.find-lib-change.outputs.all_changed_files }}; do
|
|
echo "$file was changed"
|
|
done
|
|
|
|
build:
|
|
name: Build and Test Colossal-AI
|
|
needs: detect
|
|
if: needs.detect.outputs.anyLibraryFileChanged == 'true'
|
|
runs-on: [self-hosted, gpu]
|
|
container:
|
|
image: hpcaitech/pytorch-cuda:2.1.0-12.1.0
|
|
options: --gpus all --rm -v /dev/shm -v /data/scratch:/data/scratch
|
|
timeout-minutes: 90
|
|
defaults:
|
|
run:
|
|
shell: bash
|
|
concurrency:
|
|
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}-run-test
|
|
cancel-in-progress: true
|
|
steps:
|
|
- name: Checkout TensorNVMe
|
|
uses: actions/checkout@v2
|
|
with:
|
|
repository: hpcaitech/TensorNVMe
|
|
ssh-key: ${{ secrets.SSH_KEY_FOR_CI }}
|
|
path: TensorNVMe
|
|
|
|
- name: Restore TensorNVMe Cache
|
|
run: |
|
|
if [ -d /github/home/tensornvme_cache ] && [ ! -z "$(ls -A /github/home/tensornvme_cache/)" ]; then
|
|
cp -p -r /github/home/tensornvme_cache/* /__w/ColossalAI/ColossalAI/TensorNVMe
|
|
fi
|
|
|
|
- name: Install TensorNVMe
|
|
run: |
|
|
cd TensorNVMe
|
|
conda install cmake
|
|
pip install -r requirements.txt
|
|
DISABLE_URING=1 pip install -v .
|
|
|
|
- name: Store TensorNVMe Cache
|
|
run: |
|
|
cd TensorNVMe
|
|
cp -p -r ./build /github/home/tensornvme_cache/
|
|
cp -p -r ./cmake-build /github/home/tensornvme_cache/
|
|
|
|
- name: Checkout Colossal-AI
|
|
uses: actions/checkout@v2
|
|
with:
|
|
ssh-key: ${{ secrets.SSH_KEY_FOR_CI }}
|
|
|
|
- name: Restore Colossal-AI Cache
|
|
if: needs.detect.outputs.anyExtensionFileChanged != 'true'
|
|
run: |
|
|
# -p flag is required to preserve the file timestamp to avoid ninja rebuild
|
|
if [ -d /github/home/cuda_ext_cache ] && [ ! -z "$(ls -A /github/home/cuda_ext_cache/)" ]; then
|
|
cp -p -r /github/home/cuda_ext_cache/* /__w/ColossalAI/ColossalAI/
|
|
fi
|
|
|
|
- name: Install Colossal-AI
|
|
run: |
|
|
BUILD_EXT=1 pip install -v -e .
|
|
pip install --no-cache-dir -r requirements/requirements-test.txt
|
|
|
|
- name: Store Colossal-AI Cache
|
|
run: |
|
|
# -p flag is required to preserve the file timestamp to avoid ninja rebuild
|
|
cp -p -r /__w/ColossalAI/ColossalAI/build /github/home/cuda_ext_cache/
|
|
|
|
- name: Execute Unit Testing
|
|
run: |
|
|
CURL_CA_BUNDLE="" PYTHONPATH=$PWD FAST_TEST=1 pytest \
|
|
-m "not largedist" \
|
|
--durations=0 \
|
|
--ignore tests/test_analyzer \
|
|
--ignore tests/test_auto_parallel \
|
|
--ignore tests/test_fx \
|
|
--ignore tests/test_autochunk \
|
|
--ignore tests/test_gptq \
|
|
--ignore tests/test_infer_ops \
|
|
--ignore tests/test_legacy \
|
|
--ignore tests/test_smoothquant \
|
|
tests/
|
|
env:
|
|
LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
|
|
LLAMA_PATH: /data/scratch/llama-tiny
|
|
MOE_TENSOR_PATH: /data/scratch/moe_tensors
|
|
|
|
- name: Collate artifact
|
|
env:
|
|
PR_NUMBER: ${{ github.event.number }}
|
|
changedLibraryFiles: ${{ needs.detect.outputs.changedLibraryFiles }}
|
|
anyLibraryFileChanged: ${{ needs.detect.outputs.anyLibraryFileChanged }}
|
|
changedExtenisonFiles: ${{ needs.detect.outputs.changedExtenisonFiles }}
|
|
run: |
|
|
mkdir report
|
|
echo $PR_NUMBER > ./report/pr_number
|
|
|
|
# generate coverage.xml if any
|
|
if [ "$anyLibraryFileChanged" == "true" ] && [ -e .coverage ]; then
|
|
allFiles=""
|
|
for file in $changedLibraryFiles; do
|
|
if [ "$allFiles" == "" ]; then
|
|
allFiles=$file
|
|
else
|
|
allFiles=$allFiles,$file
|
|
fi
|
|
done
|
|
|
|
coverage report --data-file .coverage --include $allFiles > ./coverage.txt
|
|
|
|
covPercentage=$(tail -n 1 coverage.txt | grep -o '[1-9]*%$')
|
|
covNum=${covPercentage::-1}
|
|
mv coverage.txt ./report
|
|
echo $covNum > ./report/cov_number
|
|
else
|
|
echo "No coverage report is generated"
|
|
fi
|
|
|
|
- name: Upload test coverage artifact
|
|
uses: actions/upload-artifact@v3
|
|
with:
|
|
name: report
|
|
path: report/
|