Commit Graph

137 Commits (544b7a38a167cb05cdc7590cfc100e23c0ed5ab7)

Author SHA1 Message Date
Hongxin Liu e86127925a
[plugin] support all-gather overlap for hybrid parallel (#5919)
* [plugin] fixed all-gather overlap support for hybrid parallel
2024-07-18 15:33:03 +08:00
Hongxin Liu c068ef0fa0
[zero] support all-gather overlap (#5898)
* [zero] support all-gather overlap

* [zero] add overlap all-gather flag

* [misc] fix typo

* [zero] update api
2024-07-11 18:59:59 +08:00
Edenzzzz fbf33ecd01
[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

---------

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2024-07-09 18:05:20 +08:00
Wang Binluo 6cd4c32be4
[shardformer] fix the moe (#5883) 2024-07-03 20:02:19 +08:00
Haze188 416580b314
[MoE/ZeRO] Moe refactor with zero refactor (#5821)
* [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

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* support ep + zero

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>
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* 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

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* [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 commit df705a5210.

* [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 commit 58ad76d466.

* [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

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* [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

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* 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)

---------

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* Support 4d parallel + flash attention (#5789)

* support tp + sp + pp

* remove comments

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>

---------

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* [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

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2024-06-28 14:00:08 +08:00
botbw 8e718a1421
[gemini] fixes for benchmarking (#5847)
* [gemini] fix missing return

* [gemini] fix missing arg pass

* [gemini] use gather tensor instead of list

* [test] enable flash attention for benchmark by default

* [test] enable flash attention for benchmark by default

---------

Co-authored-by: genghaozhe <939857490@qq.com>
2024-06-26 15:52:09 +08:00
Edenzzzz 2a25a2aff7
[Feature] optimize PP overlap (#5735)
* update to fully overlap, still debugging

* improve interface

* fixed deadlock bug

* debug NaN loss

* (experimental) use one comm group for send_fw_recv_fw to fix NaN

* cleaned up interfaces; use one batch p2p for all

* clean up; removed the double p2p batch case

* p2p test passsed

* improve overlap: send fwd before backward

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* tentatively use 2 p2p batches

* remove two p2p batches

* fix typos

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* remove pp.sh

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2024-06-26 14:48:02 +08:00
Edenzzzz 8795bb2e80
Support 4d parallel + flash attention (#5789)
* support tp + sp + pp

* remove comments

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>
2024-06-17 17:40:47 +08:00
botbw 3f7e3131d9
[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 commit 58ad76d466.

* [gemini] further optimize with async all reduce

* [fix] pass flag from manager to chunk
2024-06-05 14:23:13 +08:00
botbw 023ea13cb5
Merge pull request #5749 from hpcaitech/prefetch
[Gemini] Prefetch next chunk before each op
2024-05-29 15:35:54 +08:00
Edenzzzz 5f8c0a0ac3
[Feature] auto-cast optimizers to distributed version (#5746)
* auto-cast optimizers to distributed

* fix galore casting

* logger

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>
2024-05-24 17:24:16 +08:00
hxwang ff507b755e Merge branch 'main' of github.com:hpcaitech/ColossalAI into prefetch 2024-05-24 04:05:07 +00:00
botbw 2fc85abf43
[gemini] async grad chunk reduce (all-reduce&reduce-scatter) (#5713)
* [gemini] async grad chunk reduce (all-reduce&reduce-scatter)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [gemini] add test

* [gemini] rename func

* [gemini] update llama benchmark

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [gemini] use tensor counter

* [gemini] change default config in GeminiPlugin and GeminiDDP

* [chore] typo

* [gemini] fix sync issue & add test cases

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2024-05-24 10:31:16 +08:00
genghaozhe 1f6b57099c Merge branch 'prefetch' of github.com:botbw/ColossalAI into botbw-prefetch 2024-05-16 07:23:40 +00:00
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2024-05-16 05:20:01 +00:00
hxwang b2e9745888 [chore] sync 2024-05-16 04:45:06 +00:00
Edenzzzz 43995ee436
[Feature] Distributed optimizers: Lamb, Galore, CAME and Adafactor (#5694)
* [feat] Add distributed lamb; minor fixes in DeviceMesh (#5476)

* init: add dist lamb; add debiasing for lamb

* dist lamb tester mostly done

* all tests passed

* add comments

* all tests passed. Removed debugging statements

* moved setup_distributed inside plugin. Added dist layout caching

* organize better

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>

* [hotfix] Improve tester precision by removing ZeRO on vanilla lamb (#5576)

Co-authored-by: Edenzzzz <wtan45@wisc.edu>

* [optim] add distributed came (#5526)

* test CAME under LowLevelZeroOptimizer wrapper

* test CAME TP row and col pass

* test CAME zero pass

* came zero add master and worker param id convert

* came zero test pass

* came zero test pass

* test distributed came passed

* reform code, Modify some expressions and add comments

* minor fix of test came

* minor fix of dist_came and test

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* minor fix of dist_came and test

* rebase dist-optim

* rebase dist-optim

* fix remaining comments

* add test dist came using booster api

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* [optim] Distributed Adafactor (#5484)

* [feature] solve conflict; update optimizer readme;

* [feature] update optimize readme;

* [fix] fix testcase;

* [feature] Add transformer-bert to testcase;solve a bug related to indivisible shape (induction in use_zero and tp is row parallel);

* [feature] Add transformers_bert model zoo in testcase;

* [feature] add user documentation to docs/source/feature.

* [feature] add API Reference & Sample to optimizer Readme; add state check for bert exam;

* [feature] modify user documentation;

* [fix] fix readme format issue;

* [fix] add zero=0 in testcase; cached augment in dict;

* [fix] fix percision issue;

* [feature] add distributed rms;

* [feature] remove useless comment in testcase;

* [fix] Remove useless test; open zero test; remove fp16 test in bert exam;

* [feature] Extract distributed rms function;

* [feature] add booster + lowlevelzeroPlugin in test;

* [feature] add Start_with_booster_API case in md; add Supporting Information in md;

* [fix] Also remove state movement in base adafactor;

* [feature] extract factor function;

* [feature] add LowLevelZeroPlugin test;

* [fix] add tp=False and zero=True in logic;

* [fix] fix use zero logic;

* [feature] add row residue logic in column parallel factor;

* [feature] add check optim state func;

* [feature] Remove duplicate logic;

* [feature] update optim state check func and percision test bug;

* [fix] update/fix optim state; Still exist percision issue;

* [fix] Add use_zero check in _rms; Add plugin support info in Readme; Add Dist Adafactor init Info;

* [feature] removed print & comments in utils;

* [feature] uodate Readme;

* [feature] add LowLevelZeroPlugin test with Bert model zoo;

* [fix] fix logic in _rms;

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [fix] remove comments in testcase;

* [feature] add zh-Han Readme;

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* [Feature] refractor dist came; fix percision error; add low level zero test with bert model zoo; (#5676)

* [feature] daily update;

* [fix] fix dist came;

* [feature] refractor dist came; fix percision error; add low level zero test with bert model zoo;

* [fix] open rms; fix low level zero test; fix dist came test function name;

* [fix] remove redundant test;

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* [Feature] Add Galore (Adam, Adafactor) and distributed GaloreAdamW8bit (#5570)

* init: add dist lamb; add debiasing for lamb

* dist lamb tester mostly done

* all tests passed

* add comments

* all tests passed. Removed debugging statements

* moved setup_distributed inside plugin. Added dist layout caching

* organize better

* update comments

* add initial distributed galore

* add initial distributed galore

* add galore set param utils; change setup_distributed interface

* projected grad precision passed

* basic precision tests passed

* tests passed; located svd precision issue in fwd-bwd; banned these tests

* Plugin DP + TP tests passed

* move get_shard_dim to d_tensor

* add comments

* remove useless files

* remove useless files

* fix zero typo

* improve interface

* remove moe changes

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fix import

* fix deepcopy

* update came & adafactor to main

* fix param map

* fix typo

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* [Hotfix] Remove one buggy test case from dist_adafactor for now (#5692)


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2024-05-14 13:52:45 +08:00
flybird11111 77ec773388
[zero]remove registered gradients hooks (#5687)
* remove registered hooks

fix

fix

fix zero

fix

fix

fix

fix

fix zero

fix zero

fix

fix

fix

* fix

fix

fix
2024-05-07 12:01:38 +08:00
Hongxin Liu 7f8b16635b
[misc] refactor launch API and tensor constructor (#5666)
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2024-04-29 10:40:11 +08:00
linsj20 91fa553775 [Feature] qlora support (#5586)
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2024-04-28 10:51:27 +08:00
flybird11111 8954a0c2e2 [LowLevelZero] low level zero support lora (#5153)
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low level zero support lora

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fix

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Update low_level_zero_plugin.py

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fix

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2024-04-28 10:51:27 +08:00
Baizhou Zhang 14b0d4c7e5 [lora] add lora APIs for booster, support lora for TorchDDP (#4981)
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2024-04-28 10:51:27 +08:00
Hongxin Liu 1b387ca9fe
[shardformer] refactor pipeline grad ckpt config (#5646)
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2024-04-25 15:19:30 +08:00
Hongxin Liu 4de4e31818
[exampe] update llama example (#5626)
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2024-04-23 14:12:20 +08:00
flybird11111 a0ad587c24
[shardformer] refactor embedding resize (#5603)
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---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>

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---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>

* [rebase] rebase main to resize-embedding (#5581)

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Co-authored-by: github-actions <github-actions@github.com>

* [shardformer] fix pipeline forward error if custom layer distribution is used (#5189)

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---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>

* [Fix] Grok-1 use tokenizer from the same pretrained path (#5532)

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---------

Co-authored-by: Tong Li <tong.li352711588@gmail.com>

* [shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama (#5508)

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Co-authored-by: Edenzzzz <wtan45@wisc.edu>

* [shardformer] Sequence Parallelism Optimization (#5533)

* sequence parallel optimization

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* fix pp bugs and sp bugs for LlaMa model

* integrating ring-based sequence parallelism into ShardFormer

* [sequence parallelism]: Add fused megatron function

* integrating ring-based sequence parallelism into ShardFormer

---------

Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>

* fix bugs when useing sp and flashattention together

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Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>

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Co-authored-by: Edenzzzz <wtan45@wisc.edu>

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Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>

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Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
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2024-04-18 16:10:18 +08:00
Hongxin Liu 641b1ee71a
[devops] remove post commit ci (#5566)
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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2024-04-08 15:09:40 +08:00
Zhongkai Zhao 8e412a548e
[shardformer] Sequence Parallelism Optimization (#5533)
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* validate sequence parallel in llama (code to be polished)

* shardformer api writing

* integrate sequence parallel in ShardFormer

* fix pp bugs and sp bugs for LlaMa model

* integrating ring-based sequence parallelism into ShardFormer

* [sequence parallelism]: Add fused megatron function

* integrating ring-based sequence parallelism into ShardFormer

---------

Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>

* fix bugs when useing sp and flashattention together

* fix operation function name

* support flash attention for ulysses-style sp

* clarify sp process group

* fix compatibility bugs in moe plugin

* fix fused linear bugs

* fix linear layer test

* support gpt model all-to-all sp

* modify shard data dimension (meant to be dim=-1)

* support megtron-style sp and distributed attn for llama model

* [shardformer] add megatron sp to llama

* support llama7B 128k with distributed attention

* [shardformer] robustness enhancement

* add block attn

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* using all_to_all_single when batch size is 1

* support mode 2 sp in gpt2 (#5)

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* automatically enable flash attn when using sp mode 2 and 3 in llama

* inplace attn mask

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* loose tensor checking atol and rtol

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---------

Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
2024-04-03 17:15:47 +08:00
Wenhao Chen e614aa34f3
[shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama (#5508)
* feat: add `GradientCheckpointConfig` and `PipelineGradientCheckpointConfig`

* feat: apply `GradientCheckpointConfig` to policy and llama_forward

* feat: move `distribute_layer` and `get_stage_index` to PipelineStageManager

* fix: add optional args for `distribute_layer` and `get_stage_index`

* fix: fix changed API calls

* test: update llama tests

* style: polish `GradientCheckpointConfig`

* fix: fix pipeline utils tests
2024-04-01 11:34:58 +08:00
Wenhao Chen bb0a668fee
[hotfix] set return_outputs=False in examples and polish code (#5404)
* fix: simplify merge_batch

* fix: use return_outputs=False to eliminate extra memory consumption

* feat: add return_outputs warning

* style: remove `return_outputs=False` as it is the default value
2024-03-25 12:31:09 +08:00
flybird11111 5e16bf7980
[shardformer] fix gathering output when using tensor parallelism (#5431)
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padding vocab_size when using pipeline parallellism

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fix

* fix

* fix

fix

fix

* fix gather output

* fix

* fix

* fix

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2024-03-18 15:55:11 +08:00
Hongxin Liu f2e8b9ef9f
[devops] fix compatibility (#5444)
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* [devops] record duration during comp test

* [test] decrease test duration

* fix falcon
2024-03-13 15:24:13 +08:00
digger yu 5e1c93d732
[hotfix] fix typo change MoECheckpintIO to MoECheckpointIO (#5335)
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2024-03-05 21:52:30 +08:00
flybird11111 29695cf70c
[example]add gpt2 benchmark example script. (#5295)
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fix

fix

* [doc] fix typo in Colossal-LLaMA-2/README.md (#5247)

* [workflow] fixed build CI (#5240)

* [workflow] fixed build CI

* polish

* polish

* polish

* polish

* polish

* [ci] fixed booster test (#5251)

* [ci] fixed booster test

* [ci] fixed booster test

* [ci] fixed booster test

* [ci] fixed ddp test (#5254)

* [ci] fixed ddp test

* polish

* fix typo in  applications/ColossalEval/README.md (#5250)

* [ci] fix shardformer tests. (#5255)

* fix ci

fix

* revert: revert p2p

* feat: add enable_metadata_cache option

* revert: enable t5 tests

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>

* [doc] fix doc typo (#5256)

* [doc] fix annotation display

* [doc] fix llama2 doc

* [hotfix]: add pp sanity check and fix mbs arg (#5268)

* fix: fix misleading mbs arg

* feat: add pp sanity check

* fix: fix 1f1b sanity check

* [workflow] fixed incomplete bash command (#5272)

* [workflow] fixed oom tests (#5275)

* [workflow] fixed oom tests

* polish

* polish

* polish

* [ci] fix test_hybrid_parallel_plugin_checkpoint_io.py (#5276)

* fix ci

fix

* fix test

* revert: revert p2p

* feat: add enable_metadata_cache option

* revert: enable t5 tests

* fix

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>

* [shardformer] hybridparallelplugin support gradients accumulation. (#5246)

* support gradients acc

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

* fix

fix

* fix

fix

fix

* [hotfix] Fix ShardFormer test execution path when using sequence parallelism (#5230)

* fix auto loading gpt2 tokenizer (#5279)

* [doc] add llama2-13B disyplay (#5285)

* Update README.md

* fix 13b typo

---------

Co-authored-by: binmakeswell <binmakeswell@gmail.com>

* fix llama pretrain (#5287)

* fix

* fix

* fix

fix

* fix

fix

fix

* fix

fix

* benchmark gpt2

* fix

fix

fix

fix

* [workflow] fixed build CI (#5240)

* [workflow] fixed build CI

* polish

* polish

* polish

* polish

* polish

* [ci] fixed booster test (#5251)

* [ci] fixed booster test

* [ci] fixed booster test

* [ci] fixed booster test

* fix

fix

* fix

fix

fix

* fix

* fix

fix

fix

fix

fix

* fix

* Update shardformer.py

---------

Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: Frank Lee <somerlee.9@gmail.com>
Co-authored-by: Wenhao Chen <cwher@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com>
Co-authored-by: Michelle <97082656+MichelleMa8@users.noreply.github.com>
Co-authored-by: Desperado-Jia <502205863@qq.com>
2024-03-04 16:18:13 +08:00
QinLuo bf34c6fef6
[fsdp] impl save/load shard model/optimizer (#5357) 2024-02-27 13:51:14 +08:00
Frank Lee efef43b53c
Merge pull request #5372 from hpcaitech/exp/mixtral 2024-02-08 16:30:05 +08:00
Hongxin Liu da39d21b71 [moe] support mixtral (#5309)
* [moe] add mixtral block for single expert

* [moe] mixtral block fwd support uneven ep

* [moe] mixtral block bwd support uneven ep

* [moe] add mixtral moe layer

* [moe] simplify replace

* [meo] support save sharded mixtral

* [meo] support load sharded mixtral

* [meo] support save sharded optim

* [meo] integrate moe manager into plug

* [meo] fix optimizer load

* [meo] fix mixtral layer
2024-02-07 19:21:02 +08:00
Xuanlei Zhao 7d8e0338a4 [moe] init mixtral impl 2024-02-07 19:21:02 +08:00
Hongxin Liu 6c0fa7b9a8
[llama] fix dataloader for hybrid parallel (#5358)
* [plugin] refactor prepare dataloader

* [plugin] update train script
2024-02-05 15:14:56 +08:00
Wenhao Chen 1c790c0877
[fix] remove unnecessary dp_size assert (#5351)
* fix: remove unnecessary assert

* test: add more 3d plugin tests

* fix: add warning
2024-02-02 14:40:20 +08:00
ver217 148469348a Merge branch 'main' into sync/npu 2024-01-18 12:05:21 +08:00
flybird11111 46e091651b
[shardformer] hybridparallelplugin support gradients accumulation. (#5246)
* support gradients acc

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

fix

* fix

fix

* fix

fix

fix
2024-01-17 15:22:33 +08:00
flybird11111 e830ef917d
[ci] fix shardformer tests. (#5255)
* fix ci

fix

* revert: revert p2p

* feat: add enable_metadata_cache option

* revert: enable t5 tests

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>
2024-01-11 19:07:45 +08:00
Frank Lee 9102d655ab
[hotfix] removed unused flag (#5242) 2024-01-09 14:57:07 +08:00
Hongxin Liu d202cc28c0
[npu] change device to accelerator api (#5239)
* update accelerator

* fix timer

* fix amp

* update

* fix

* update bug

* add error raise

* fix autocast

* fix set device

* remove doc accelerator

* update doc

* update doc

* update doc

* use nullcontext

* update cpu

* update null context

* change time limit for example

* udpate

* update

* update

* update

* [npu] polish accelerator code

---------

Co-authored-by: Xuanlei Zhao <xuanlei.zhao@gmail.com>
Co-authored-by: zxl <43881818+oahzxl@users.noreply.github.com>
2024-01-09 10:20:05 +08:00
flybird11111 365671be10
fix-test (#5210)
fix-test

fix-test
2024-01-03 14:26:13 +08:00
Wenhao Chen d799a3088f
[pipeline]: add p2p fallback order and fix interleaved pp deadlock (#5214)
* fix: add fallback order option and update 1f1b

* fix: fix deadlock comm in interleaved pp

* test: modify p2p test
2024-01-03 11:34:49 +08:00
Wenhao Chen 4fa689fca1
[pipeline]: fix p2p comm, add metadata cache and support llama interleaved pp (#5134)
* test: add more p2p tests

* fix: remove send_forward_recv_forward as p2p op list need to use the same group

* fix: make send and receive atomic

* feat: update P2PComm fn

* feat: add metadata cache in 1f1b

* feat: add metadata cache in interleaved pp

* feat: modify is_xx_stage fn

* revert: add _broadcast_object_list

* feat: add interleaved pp in llama policy

* feat: set NCCL_BUFFSIZE in HybridParallelPlugin
2023-12-22 10:44:00 +08:00
flybird11111 21aa5de00b
[gemini] hotfix NaN loss while using Gemini + tensor_parallel (#5150)
* fix

aaa

fix

fix

fix

* fix

* fix

* test ci

* fix ci

fix
2023-12-08 11:10:51 +08:00
flybird11111 2a2ec49aa7
[plugin]fix 3d checkpoint load when booster boost without optimizer. (#5135)
* fix 3d checkpoint load when booster boost without optimizer

fix 3d checkpoint load when booster boost without optimizer

* test ci

* revert ci

* fix

fix
2023-11-30 18:37:47 +08:00
github-actions[bot] d10ee42f68
[format] applied code formatting on changed files in pull request 5088 (#5127)
Co-authored-by: github-actions <github-actions@github.com>
2023-11-29 13:38:37 +08:00