mirror of
https://github.com/hpcaitech/ColossalAI.git
synced 2026-04-26 17:53:08 +00:00
* [moe] removed openmoe-coupled code and rectify mixstral code (#5471) * [Feauture] MoE refractor; Intergration with Mixtral (#5682) * cherry pick from refractor-moe branch * tests passed * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * support ep + zero --------- Co-authored-by: Edenzzzz <wtan45@wisc.edu> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * add mixtral auto policy & move pipeline forward code to modeling folder * [moe refactor] modify kernel test without Route Class * [moe refactor] add moe tensor test path environment variable to github workflow * fix typos * fix moe test bug due to the code rebase * [moe refactor] fix moe zero test, and little bug in low level zero * fix typo * add moe tensor path to github workflow * remove some useless code * fix typo & unify global variable XX_AXIS logic without using -1 * fix typo & prettifier the code * remove print code & support zero 2 test * remove useless code * reanme function * fix typo * fix typo * Further improve the test code * remove print code * [moe refactor] change test model from fake moe model to mixtral moe layer and remove useless test * [moe refactor] skip some unit test which will be refactored later * [moe refactor] fix unit import error * [moe refactor] fix circular import issues * [moe refactor] remove debug code * [moe refactor] update github workflow * [moe/zero] refactor low level optimizer (#5767) * [zero] refactor low level optimizer * [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] MoE refactor with newest version of ZeRO (#5801) * [zero] remove redundant members in BucketStore (#5802) * [zero] align api with previous version * [Moe/Zero] Update MoeHybridParallelPlugin with refactored ZeRO and Fix Zero bug (#5819) * [moe refactor] update unit test with the refactored ZeRO and remove useless test * move moe checkpoint to checkpoint folder and exchange global axis to class member * update moe hybrid parallel plugin with newest version of zero & fix zero working/master params bug * fix zero unit test * Add an assertion to prevent users from using it incorrectly * [hotfix]Solve the compatibility issue of zero refactor (#5823) * [moe refactor] update unit test with the refactored ZeRO and remove useless test * move moe checkpoint to checkpoint folder and exchange global axis to class member * update moe hybrid parallel plugin with newest version of zero & fix zero working/master params bug * fix zero unit test * Add an assertion to prevent users from using it incorrectly * Modify function parameter names to resolve compatibility issues * [zero] fix missing hook removal (#5824) * [MoE] Resolve .github conflict (#5829) * [Fix/Example] Fix Llama Inference Loading Data Type (#5763) * [fix/example] fix llama inference loading dtype * revise loading dtype of benchmark llama3 * [release] update version (#5752) * [release] update version * [devops] update compatibility test * [devops] update compatibility test * [devops] update compatibility test * [devops] update compatibility test * [test] fix ddp plugin test * [test] fix gptj and rpc test * [devops] fix cuda ext compatibility * [inference] fix flash decoding test * [inference] fix flash decoding test * fix (#5765) * [test] Fix/fix testcase (#5770) * [fix] branch for fix testcase; * [fix] fix test_analyzer & test_auto_parallel; * [fix] remove local change about moe; * [fix] rm local change moe; * [Hotfix] Add missing init file in inference.executor (#5774) * [CI/tests] simplify some test case to reduce testing time (#5755) * [ci/tests] simplify some test case to reduce testing time * [ci/tests] continue to remove test case to reduce ci time cost * restore some test config * [ci/tests] continue to reduce ci time cost * [misc] update dockerfile (#5776) * [misc] update dockerfile * [misc] update dockerfile * [devops] fix docker ci (#5780) * [Inference]Add Streaming LLM (#5745) * Add Streaming LLM * add some parameters to llama_generation.py * verify streamingllm config * add test_streamingllm.py * modified according to the opinions of review * add Citation * change _block_tables tolist * [hotfix] fix llama flash attention forward (#5777) * [misc] Accelerate CI for zero and dist optim (#5758) * remove fp16 from lamb * remove d2h copy in checking states --------- Co-authored-by: Edenzzzz <wtan45@wisc.edu> * [Test/CI] remove test cases to reduce CI duration (#5753) * [test] smaller gpt2 test case * [test] reduce test cases: tests/test_zero/test_gemini/test_zeroddp_state_dict.py * [test] reduce test cases: tests/test_zero/test_gemini/test_grad_accum.py * [test] reduce test cases tests/test_zero/test_gemini/test_optim.py * Revert "[test] smaller gpt2 test case" Some tests might depend on the size of model (num of chunks) This reverts commitdf705a5210. * [test] reduce test cases: tests/test_checkpoint_io/test_gemini_checkpoint_io.py * [CI] smaller test model for two mwo the two modifid cases * [CI] hardcode gpt model for tests/test_zero/test_gemini/test_search.py since we need a fixed answer there * [hotfix] fix testcase in test_fx/test_tracer (#5779) * [fix] branch for fix testcase; * [fix] fix test_analyzer & test_auto_parallel; * [fix] remove local change about moe; * [fix] rm local change moe; * [fix] fix test_deepfm_model & test_dlrf_model; * [fix] fix test_hf_albert & test_hf_gpt; * [gemini] optimize reduce scatter d2h copy (#5760) * [gemini] optimize reduce scatter d2h copy * [fix] fix missing reduce variable * [refactor] remove legacy async reduce scatter code * [gemini] missing sync * Revert "[refactor] remove legacy async reduce scatter code" This reverts commit58ad76d466. * [gemini] further optimize with async all reduce * [fix] pass flag from manager to chunk * Allow building cuda extension without a device. (#5535) Added FORCE_CUDA environment variable support, to enable building extensions where a GPU device is not present but cuda libraries are. * [misc] fix dist logger (#5782) * [install]fix setup (#5786) * fix * [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> * [misc] update requirements (#5787) * [shardformer] fix import (#5788) * upgrade colossal-chat support tp_group>1, add sp for sft * upgrade ppo dpo rm script * run pre-commit * moupdate ci tests, st ci test cases passed, tp failed in generation for ppo, sp is buggy * fix training script * fix ci * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix transformers version * remove duplicated test * fix datasets version * remove models that require huggingface auth from ci * remove local data path * update ci * remove baichuan from template test due to transformer version conflict * merge * Refactor modeling by adding attention backend Signed-off-by: char-1ee <xingjianli59@gmail.com> * Fix tests and naming Signed-off-by: char-1ee <xingjianli59@gmail.com> * Pass inference model shard configs for module init Signed-off-by: char-1ee <xingjianli59@gmail.com> * Clean up Signed-off-by: char-1ee <xingjianli59@gmail.com> * replace the customized dataloader setup with the build-in one * replace the customized dataloader setup with the build-in one * Remove flash attention backend Signed-off-by: char-1ee <xingjianli59@gmail.com> * fix readme * Fix test import Signed-off-by: char-1ee <xingjianli59@gmail.com> * update sft trainning script * [Inference]refactor baichuan (#5791) * refactor baichuan * remove unused code and add TODO for lazyinit * [test] fix chatglm test kit (#5793) * [shardformer] fix modeling of bloom and falcon (#5796) * [test] fix qwen2 pytest distLarge (#5797) * [Inference] Fix flash-attn import and add model test (#5794) * Fix torch int32 dtype Signed-off-by: char-1ee <xingjianli59@gmail.com> * Fix flash-attn import Signed-off-by: char-1ee <xingjianli59@gmail.com> * Add generalized model test Signed-off-by: char-1ee <xingjianli59@gmail.com> * Remove exposed path to model Signed-off-by: char-1ee <xingjianli59@gmail.com> * Add default value for use_flash_attn Signed-off-by: char-1ee <xingjianli59@gmail.com> * Rename model test Signed-off-by: char-1ee <xingjianli59@gmail.com> --------- Signed-off-by: char-1ee <xingjianli59@gmail.com> * [Gemini] Use async stream to prefetch and h2d data moving (#5781) * use async stream to prefetch and h2d data moving * Remove redundant code * [gemini] quick fix on possible async operation (#5803) * [gemini] quick fix on possible async operation * [gemini] quick fix on possible async operation * [shardformer] upgrade transformers to 4.39.3 (#5815) * [shardformer]upgrade transformers for gpt2/gptj/whisper (#5807) * [shardformer] fix modeling of gpt2 and gptj * [shardformer] fix whisper modeling * [misc] update requirements --------- Co-authored-by: ver217 <lhx0217@gmail.com> * [shardformer]upgrade transformers for mistral (#5808) * upgrade transformers for mistral * fix * fix * [shardformer]upgrade transformers for llama (#5809) * update transformers fix * fix * fix * [inference] upgrade transformers (#5810) * update transformers fix * fix * fix * fix * fix * [gemini] update transformers for gemini (#5814) --------- Co-authored-by: ver217 <lhx0217@gmail.com> * Support 4d parallel + flash attention (#5789) * support tp + sp + pp * remove comments --------- Co-authored-by: Edenzzzz <wtan45@wisc.edu> --------- Signed-off-by: char-1ee <xingjianli59@gmail.com> Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com> Co-authored-by: Hongxin Liu <lhx0217@gmail.com> Co-authored-by: flybird11111 <1829166702@qq.com> Co-authored-by: duanjunwen <935724073@qq.com> Co-authored-by: yuehuayingxueluo <867460659@qq.com> Co-authored-by: Edenzzzz <wenxuan.tan@wisc.edu> Co-authored-by: Edenzzzz <wtan45@wisc.edu> Co-authored-by: botbw <wang1570@e.ntu.edu.sg> Co-authored-by: Charles Coulombe <ccoulombe@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: YeAnbang <anbangy2@outlook.com> Co-authored-by: char-1ee <xingjianli59@gmail.com> Co-authored-by: Runyu Lu <77330637+LRY89757@users.noreply.github.com> Co-authored-by: YeAnbang <44796419+YeAnbang@users.noreply.github.com> Co-authored-by: Guangyao Zhang <xjtu521@qq.com> * [zero] fix hook bug * [zero] add low level optimizer back (#5839) * [zero] fix param & refactor * [zero] add back original low level opt * [zero] remove moe related * [zero] pass zero tests * [zero] refactor * [chore] add del func back * [zero] comments and naming (#5840) * [zero] modify api (#5843) * [zero] modify api * [test] remove _grad_store access in tests * [test] fix (#5857) * [CI] skip openmoe CI check * [CI] fox pre-commit * [zero] remove redundant memebr init (#5862) * [misc] remove useless code, modify the pg mesh implementation * [misc] remove useless code, modify the pg mesh implementation * [misc] use tempfile * resolve conflict with main branch * [misc] use tempfile in test_moe_checkpoint.py * [misc] remove useless code, add assertion about sequence parallel, move logger into function * [misc] remove useless code --------- Signed-off-by: char-1ee <xingjianli59@gmail.com> Co-authored-by: Frank Lee <somerlee.9@gmail.com> Co-authored-by: Edenzzzz <wenxuan.tan@wisc.edu> Co-authored-by: Edenzzzz <wtan45@wisc.edu> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: botbw <wang1570@e.ntu.edu.sg> Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com> Co-authored-by: Hongxin Liu <lhx0217@gmail.com> Co-authored-by: flybird11111 <1829166702@qq.com> Co-authored-by: duanjunwen <935724073@qq.com> Co-authored-by: yuehuayingxueluo <867460659@qq.com> Co-authored-by: Charles Coulombe <ccoulombe@users.noreply.github.com> Co-authored-by: YeAnbang <anbangy2@outlook.com> Co-authored-by: char-1ee <xingjianli59@gmail.com> Co-authored-by: Runyu Lu <77330637+LRY89757@users.noreply.github.com> Co-authored-by: YeAnbang <44796419+YeAnbang@users.noreply.github.com> Co-authored-by: Guangyao Zhang <xjtu521@qq.com>
206 lines
7.1 KiB
YAML
206 lines
7.1 KiB
YAML
name: Build on PR
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on:
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pull_request:
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types: [synchronize, opened, reopened, ready_for_review, closed]
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branches:
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- "main"
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- "develop"
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- "feature/**"
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paths:
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- ".github/workflows/build_on_pr.yml" # run command & env variables change
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- "colossalai/**" # source code change
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- "!colossalai/**.md" # ignore doc change
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- "op_builder/**" # cuda extension change
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- "!op_builder/**.md" # ignore doc change
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- "requirements/**" # requirements change
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- "tests/**" # test change
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- "!tests/**.md" # ignore doc change
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- "pytest.ini" # test config change
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- "setup.py" # install command change
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create:
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delete:
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jobs:
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detect:
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name: Detect file change
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if: |
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github.event_name == 'pull_request' &&
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(github.event.action == 'synchronize' || github.event.action == 'opened' || github.event.action == 'reopened' || github.event.action == 'ready_for_review') &&
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github.event.pull_request.draft == false &&
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github.event.pull_request.base.repo.full_name == 'hpcaitech/ColossalAI'
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outputs:
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changedExtenisonFiles: ${{ steps.find-extension-change.outputs.all_changed_files }}
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anyExtensionFileChanged: ${{ steps.find-extension-change.outputs.any_changed }}
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changedLibraryFiles: ${{ steps.find-lib-change.outputs.all_changed_files }}
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anyLibraryFileChanged: ${{ steps.find-lib-change.outputs.any_changed }}
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runs-on: ubuntu-latest
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}-detect-change
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cancel-in-progress: true
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steps:
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- uses: actions/checkout@v2
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with:
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fetch-depth: 0
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ref: ${{ github.event.pull_request.head.sha }}
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- name: Locate base commit
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id: locate-base-sha
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run: |
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curBranch=$(git rev-parse --abbrev-ref HEAD)
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commonCommit=$(git merge-base origin/main $curBranch)
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echo $commonCommit
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echo "baseSHA=$commonCommit" >> $GITHUB_OUTPUT
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- name: Find the changed extension-related files
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id: find-extension-change
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uses: tj-actions/changed-files@v35
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with:
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base_sha: ${{ steps.locate-base-sha.outputs.baseSHA }}
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files: |
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op_builder/**
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colossalai/kernel/**
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setup.py
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- name: Find the changed library-related files
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id: find-lib-change
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uses: tj-actions/changed-files@v35
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with:
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base_sha: ${{ steps.locate-base-sha.outputs.baseSHA }}
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files: |
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**/*.py
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**/*.h
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**/*.cpp
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**/*.cu
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**/*.txt
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- name: List changed files
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run: |
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for file in ${{ steps.find-extension-change.outputs.all_changed_files }}; do
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echo "$file was changed"
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done
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for file in ${{ steps.find-lib-change.outputs.all_changed_files }}; do
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echo "$file was changed"
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done
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build:
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name: Build and Test Colossal-AI
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needs: detect
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if: needs.detect.outputs.anyLibraryFileChanged == 'true'
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runs-on: [self-hosted, gpu]
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container:
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image: hpcaitech/pytorch-cuda:2.1.0-12.1.0
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options: --gpus all --rm -v /dev/shm -v /data/scratch:/data/scratch
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timeout-minutes: 90
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defaults:
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run:
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shell: bash
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}-run-test
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cancel-in-progress: true
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steps:
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- name: Checkout TensorNVMe
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uses: actions/checkout@v2
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with:
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repository: hpcaitech/TensorNVMe
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ssh-key: ${{ secrets.SSH_KEY_FOR_CI }}
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path: TensorNVMe
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- name: Restore TensorNVMe Cache
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run: |
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if [ -d /github/home/tensornvme_cache ] && [ ! -z "$(ls -A /github/home/tensornvme_cache/)" ]; then
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cp -p -r /github/home/tensornvme_cache/* /__w/ColossalAI/ColossalAI/TensorNVMe
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fi
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- name: Install TensorNVMe
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run: |
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cd TensorNVMe
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conda install cmake
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pip install -r requirements.txt
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DISABLE_URING=1 pip install -v .
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- name: Store TensorNVMe Cache
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run: |
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cd TensorNVMe
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cp -p -r ./build /github/home/tensornvme_cache/
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cp -p -r ./cmake-build /github/home/tensornvme_cache/
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- name: Checkout Colossal-AI
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uses: actions/checkout@v2
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with:
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ssh-key: ${{ secrets.SSH_KEY_FOR_CI }}
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- name: Restore Colossal-AI Cache
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if: needs.detect.outputs.anyExtensionFileChanged != 'true'
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run: |
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# -p flag is required to preserve the file timestamp to avoid ninja rebuild
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if [ -d /github/home/cuda_ext_cache ] && [ ! -z "$(ls -A /github/home/cuda_ext_cache/)" ]; then
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cp -p -r /github/home/cuda_ext_cache/* /__w/ColossalAI/ColossalAI/
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fi
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- name: Install Colossal-AI
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run: |
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BUILD_EXT=1 pip install -v -e .
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pip install -r requirements/requirements-test.txt
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- name: Store Colossal-AI Cache
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run: |
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# -p flag is required to preserve the file timestamp to avoid ninja rebuild
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cp -p -r /__w/ColossalAI/ColossalAI/build /github/home/cuda_ext_cache/
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- name: Execute Unit Testing
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run: |
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CURL_CA_BUNDLE="" PYTHONPATH=$PWD FAST_TEST=1 pytest \
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-m "not largedist" \
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--durations=0 \
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--ignore tests/test_analyzer \
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--ignore tests/test_auto_parallel \
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--ignore tests/test_fx \
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--ignore tests/test_autochunk \
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--ignore tests/test_gptq \
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--ignore tests/test_infer_ops \
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--ignore tests/test_legacy \
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--ignore tests/test_smoothquant \
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tests/
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env:
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LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
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LLAMA_PATH: /data/scratch/llama-tiny
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MOE_TENSOR_PATH: /data/scratch/moe_tensors
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- name: Collate artifact
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env:
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PR_NUMBER: ${{ github.event.number }}
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changedLibraryFiles: ${{ needs.detect.outputs.changedLibraryFiles }}
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anyLibraryFileChanged: ${{ needs.detect.outputs.anyLibraryFileChanged }}
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changedExtenisonFiles: ${{ needs.detect.outputs.changedExtenisonFiles }}
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run: |
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mkdir report
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echo $PR_NUMBER > ./report/pr_number
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# generate coverage.xml if any
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if [ "$anyLibraryFileChanged" == "true" ] && [ -e .coverage ]; then
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allFiles=""
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for file in $changedLibraryFiles; do
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if [ "$allFiles" == "" ]; then
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allFiles=$file
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else
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allFiles=$allFiles,$file
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fi
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done
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coverage report --data-file .coverage --include $allFiles > ./coverage.txt
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covPercentage=$(tail -n 1 coverage.txt | grep -o '[1-9]*%$')
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covNum=${covPercentage::-1}
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mv coverage.txt ./report
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echo $covNum > ./report/cov_number
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else
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echo "No coverage report is generated"
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fi
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- name: Upload test coverage artifact
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uses: actions/upload-artifact@v3
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with:
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name: report
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path: report/
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