Commit Graph

78 Commits (544b7a38a167cb05cdc7590cfc100e23c0ed5ab7)

Author SHA1 Message Date
pre-commit-ci[bot] 7c2f79fa98
[pre-commit.ci] pre-commit autoupdate (#5572)
* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/PyCQA/autoflake: v2.2.1 → v2.3.1](https://github.com/PyCQA/autoflake/compare/v2.2.1...v2.3.1)
- [github.com/pycqa/isort: 5.12.0 → 5.13.2](https://github.com/pycqa/isort/compare/5.12.0...5.13.2)
- [github.com/psf/black-pre-commit-mirror: 23.9.1 → 24.4.2](https://github.com/psf/black-pre-commit-mirror/compare/23.9.1...24.4.2)
- [github.com/pre-commit/mirrors-clang-format: v13.0.1 → v18.1.7](https://github.com/pre-commit/mirrors-clang-format/compare/v13.0.1...v18.1.7)
- [github.com/pre-commit/pre-commit-hooks: v4.3.0 → v4.6.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.3.0...v4.6.0)

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2024-07-01 17:16:41 +08:00
Guangyao Zhang d9d5e7ea1f
[shardformer] Support the T5ForTokenClassification model (#5816)
* t5 token, still pytest fail

* Resolve T5 Pytest Failure

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

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* fix typos

---------

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2024-06-27 16:40:38 +08:00
GuangyaoZhang fe2e74c03a fix precommit 2024-06-18 02:31:33 +00:00
GuangyaoZhang f656d61778 change command 2024-06-18 02:31:33 +00:00
Hongxin Liu 587bbf4c6d
[test] fix chatglm test kit (#5793) 2024-06-11 16:54:31 +08:00
botbw 80c3c8789b
[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
2024-06-05 11:29:04 +08:00
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;

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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

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

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


Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

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Co-authored-by: chongqichuizi875 <107315010+chongqichuizi875@users.noreply.github.com>
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Co-authored-by: duanjunwen <54985467+duanjunwen@users.noreply.github.com>
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
2024-05-14 13:52:45 +08:00
Wang Binluo a3cc68ca93
[Shardformer] Support the Qwen2 model (#5699)
* feat: support qwen2 model

* fix: modify model config and add Qwen2RMSNorm

* fix qwen2 model conflicts

* test: add qwen2 shard test

* to: add qwen2 auto policy

* support qwen model

* fix the conflicts

* add try catch

* add transformers version for qwen2

* add the ColoAttention for the qwen2 model

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

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* add the unit test version check

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

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* fix the test input bug

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

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* fix the version check

* fix the version check

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2024-05-09 20:04:25 +08:00
Hongxin Liu bbb2c21f16
[shardformer] fix chatglm implementation (#5644)
* [shardformer] fix chatglm policy

* [shardformer] fix chatglm flash attn

* [shardformer] update readme

* [shardformer] fix chatglm init

* [shardformer] fix chatglm test

* [pipeline] fix chatglm merge batch
2024-04-25 14:41:17 +08:00
Wang Binluo 0d0a582033
[shardformer] update transformers (#5583)
* flash_attention forward upgrade

* llama_model_forward

* remove useless comment

* update the requirements.txt

* add the transformers version requirements

* remove the LATEST VERSION try

* [shardformer] update bloom model (#5518)

* update bloom model

* remove the version restriction

* [shardformer] update_falcon (#5520)

* [shardformer] update mistral model (#5511)

* [shardformer] update gpt2 (#5502)

* [shardformer] update gptj model (#5503)

* [shardformer] update opt (#5522)

* [shardformer] update t5 model (#5524)

* [shardformer] update whisper model (#5529)

* [shardformer] update vit model (#5530)

* update vit model

* remove the output_hidden_states

* [shardformer] fix llama modeling

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

for more information, see https://pre-commit.ci

* [zero] support multiple (partial) backward passes (#5596)

* [zero] support multiple (partial) backward passes

* [misc] update requirements

* [zero] support multiple (partial) backward passes (#5596)

* [zero] support multiple (partial) backward passes

* [misc] update requirements

* fix conflicts

* [doc] fix ColossalMoE readme (#5599)

* fix readme

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

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---------

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* merge with main

* merge with main

* llama_model_forward

* remove useless comment

* remove the LATEST VERSION try

* [shardformer] update bloom model (#5518)

* update bloom model

* remove the version restriction

* [shardformer] update mistral model (#5511)

* [shardformer] update opt (#5522)

* [shardformer] update whisper model (#5529)

* [shardformer] fix llama modeling

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

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

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* [hotfix] Fix examples no pad token & auto parallel codegen bug; (#5606)

* fix no pad token bug

* fixed some auto parallel codegen bug, but might not run on torch 2.1

---------

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

* [shardformer] fix pipeline grad ckpt (#5620)

* [shardformer] fix pipeline grad ckpt

* [shardformer] fix whisper (#5628)

* [test] fix llama model test

* fix the opt upgrade (#5634)

* [shardformer] fix attn replacement (#5636)

* [shardformer] update flashattention replacement (#5637)

* update transformers

update transformers

fix

fix

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

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---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [test] fix llama test (#5638)

* [gemini] fix buffer cast (#5639)

* Fix shardformer upgrade (#5640)

* fix llama model

* fix the mistral

* fix the shardformer model

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

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---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [shardformer]support pipeline parallelism for mistral. (#5642)

* [shardformer] fix attn replacement (#5636)

* [shardformer] update flashattention replacement (#5637)

* update transformers

update transformers

fix

fix

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

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---------

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* [Feature] Support LLaMA-3 CPT and ST (#5619)

* support LLaMA-3

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

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* Run pre-commit

---------

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* [exampe] update llama example (#5626)

* [plugin] support dp inside for hybriad parallel

* [example] update llama benchmark

* [example] update llama benchmark

* [example] update llama readme

* [example] update llama readme

* [example] llama3 (#5631)

* release llama3

* [release] llama3

* [release] llama3

* [release] llama3

* [release] llama3

* [test] fix llama test (#5638)

* [gemini] fix buffer cast (#5639)

* support pp for mistral

* fix

* fix

fix

fix

* fix

---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>

---------

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Co-authored-by: Edenzzzz <wenxuan.tan@wisc.edu>
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: flybird11111 <1829166702@qq.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2024-04-24 22:51:50 +08:00
Hongxin Liu 641b1ee71a
[devops] remove post commit ci (#5566)
* [devops] remove post commit ci

* [misc] run pre-commit on all files

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

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---------

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2024-04-08 15:09:40 +08:00
Zhongkai Zhao 8e412a548e
[shardformer] Sequence Parallelism Optimization (#5533)
* sequence parallel optimization

* 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

* sp mode 1: keep input as a complete sequence

* fix sp compatability

* finish sp mode 3 support for gpt

* using all_to_all_single when batch size is 1

* support mode 2 sp in gpt2 (#5)

* [shardformer] add megatron sp to llama

* support llama7B 128k with distributed attention

* [shardformer] robustness enhancement

* add block attn

* sp mode 1: keep input as a complete sequence

* fix sp compatability

* refactor ring implementation

* support mode 2 sp in gpt2

* polish code

* enable distributed attn mask when using sp mode 2 and 3 in llama

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

* inplace attn mask

* add zero2 support for sequence parallel

* polish code

* fix bugs

* fix gemini checkpoint io

* loose tensor checking atol and rtol

* add comment

* fix llama layernorm grad

* fix zero grad

* fix zero grad

* fix conflict

* update split and gather auto grad func

* sequence parallel: inside text split (#6)

* polish code (part 1)

* polish code (part 2)

* polish code (part 2.5)

* polish code (part 3)

* sequence parallel: inside text split

* miscellaneous minor fixes

* polish code

* fix ulysses style ZeRO

* sequence parallel: inside text split

* miscellaneous minor fixes

* disaggregate sp group and dp group for  sp

* fix llama and gpt sp

* polish code

* move ulysses grad sync to ddp (#9)

* remove zero_stage and unbind the grad sync for alltoall sp

* add 2d group creation test

* move ulysses grad sync to ddp

* add 2d group creation test

* remove useless code

* change shard config not to enable sp when enable_all_optimizations

* add sp warnings for several model

* remove useless code

---------

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
flybird11111 29695cf70c
[example]add gpt2 benchmark example script. (#5295)
* benchmark gpt2

* fix

fix

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
Frank Lee d69cd2eb89
[workflow] fixed oom tests (#5275)
* [workflow] fixed oom tests

* polish

* polish

* polish
2024-01-16 18:55:13 +08:00
Frank Lee 2b83418719
[ci] fixed ddp test (#5254)
* [ci] fixed ddp test

* polish
2024-01-11 17:16:32 +08:00
Frank Lee d5eeeb1416
[ci] fixed booster test (#5251)
* [ci] fixed booster test

* [ci] fixed booster test

* [ci] fixed booster test
2024-01-11 16:04:45 +08:00
Frank Lee edf94a35c3
[workflow] fixed build CI (#5240)
* [workflow] fixed build CI

* polish

* polish

* polish

* polish

* polish
2024-01-10 22:34:16 +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
Wenhao Chen 7172459e74
[shardformer]: support gpt-j, falcon, Mistral and add interleaved pipeline for bert (#5088)
* [shardformer] implement policy for all GPT-J models and test

* [shardformer] support interleaved pipeline parallel for bert finetune

* [shardformer] shardformer support falcon (#4883)

* [shardformer]: fix interleaved pipeline for bert model (#5048)

* [hotfix]: disable seq parallel for gptj and falcon, and polish code (#5093)

* Add Mistral support for Shardformer (#5103)

* [shardformer] add tests to mistral (#5105)

---------

Co-authored-by: Pengtai Xu <henryxu880@gmail.com>
Co-authored-by: ppt0011 <143150326+ppt0011@users.noreply.github.com>
Co-authored-by: flybird11111 <1829166702@qq.com>
Co-authored-by: eric8607242 <e0928021388@gmail.com>
2023-11-28 16:54:42 +08:00
Jianghai cf579ff46d
[Inference] Dynamic Batching Inference, online and offline (#4953)
* [inference] Dynamic Batching for Single and Multiple GPUs (#4831)

* finish batch manager

* 1

* first

* fix

* fix dynamic batching

* llama infer

* finish test

* support different lengths generating

* del prints

* del prints

* fix

* fix bug

---------

Co-authored-by: CjhHa1 <cjh18671720497outlook.com>

* [inference] Async dynamic batching  (#4894)

* finish input and output logic

* add generate

* test forward

* 1

* [inference]Re push async dynamic batching (#4901)

* adapt to ray server

* finish async

* finish test

* del test

---------

Co-authored-by: yuehuayingxueluo <867460659@qq.com>

* Revert "[inference]Re push async dynamic batching (#4901)" (#4905)

This reverts commit fbf3c09e67.

* Revert "[inference] Async dynamic batching  (#4894)"

This reverts commit fced140250.

* Revert "[inference] Async dynamic batching  (#4894)" (#4909)

This reverts commit fced140250.

* Add Ray Distributed Environment Init Scripts

* support DynamicBatchManager base function

* revert _set_tokenizer version

* add driver async generate

* add async test

* fix bugs in test_ray_dist.py

* add get_tokenizer.py

* fix code style

* fix bugs about No module named 'pydantic' in ci test

* fix bugs in ci test

* fix bugs in ci test

* fix bugs in ci test

* [infer]Add Ray Distributed Environment Init Scripts (#4911)

* Revert "[inference] Async dynamic batching  (#4894)"

This reverts commit fced140250.

* Add Ray Distributed Environment Init Scripts

* support DynamicBatchManager base function

* revert _set_tokenizer version

* add driver async generate

* add async test

* fix bugs in test_ray_dist.py

* add get_tokenizer.py

* fix code style

* fix bugs about No module named 'pydantic' in ci test

* fix bugs in ci test

* fix bugs in ci test

* fix bugs in ci test

* support dynamic batch for bloom model and is_running function

* [Inference]Test for new Async engine (#4935)

* infer engine

* infer engine

* test engine

* test engine

* new manager

* change step

* add

* test

* fix

* fix

* finish test

* finish test

* finish test

* finish test

* add license

---------

Co-authored-by: yuehuayingxueluo <867460659@qq.com>

* add assertion for config (#4947)

* [Inference] Finish dynamic batching offline test (#4948)

* test

* fix test

* fix quant

* add default

* fix

* fix some bugs

* fix some bugs

* fix

* fix bug

* fix bugs

* reset param

---------

Co-authored-by: yuehuayingxueluo <867460659@qq.com>
Co-authored-by: Cuiqing Li <lixx3527@gmail.com>
Co-authored-by: CjhHa1 <cjh18671720497outlook.com>
2023-10-30 10:52:19 +08:00
Hongxin Liu b8e770c832
[test] merge old components to test to model zoo (#4945)
* [test] add custom models in model zoo

* [test] update legacy test

* [test] update model zoo

* [test] update gemini test

* [test] remove components to test
2023-10-20 10:35:08 +08:00
Zhongkai Zhao db40e086c8 [test] modify model supporting part of low_level_zero plugin (including correspoding docs) 2023-10-05 15:10:31 +08:00
Jianghai ce7ade3882
[inference] chatglm2 infer demo (#4724)
* add chatglm2

* add

* gather needed kernels

* fix some bugs

* finish context forward

* finish context stage

* fix

* add

* pause

* add

* fix bugs

* finish chatglm

* fix bug

* change some logic

* fix bugs

* change some logics

* add

* add

* add

* fix

* fix tests

* fix
2023-09-22 11:12:50 +08:00
Hongxin Liu 079bf3cb26
[misc] update pre-commit and run all files (#4752)
* [misc] update pre-commit

* [misc] run pre-commit

* [misc] remove useless configuration files

* [misc] ignore cuda for clang-format
2023-09-19 14:20:26 +08:00
digger yu 9c2feb2f0b
fix some typo with colossalai/device colossalai/tensor/ etc. (#4171)
Co-authored-by: flybird11111 <1829166702@qq.com>
2023-09-12 17:41:52 +08:00
flybird11111 eedaa3e1ef
[shardformer]fix gpt2 double head (#4663)
* [shardformer]fix gpt2 test

[shardformer]fix gpt2 test

[shardformer]fix gpt2 test

* fix

* [shardformer] add todo

* [shardformer] add todo
2023-09-11 18:35:03 +08:00
flybird11111 7486ed7d3a
[shardformer] update llama2/opt finetune example and fix llama2 policy (#4645)
* [shardformer] update shardformer readme

[shardformer] update shardformer readme

[shardformer] update shardformer readme

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] change dataset

* [shardformer] change dataset

* [shardformer] fix CI

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

[example] update opt example

[example] resolve comments

fix

fix
2023-09-09 22:45:36 +08:00
Hongxin Liu a39a5c66fe
Merge branch 'main' into feature/shardformer 2023-09-04 23:43:13 +08:00
Hongxin Liu 27061426f7
[gemini] improve compatibility and add static placement policy (#4479)
* [gemini] remove distributed-related part from colotensor (#4379)

* [gemini] remove process group dependency

* [gemini] remove tp part from colo tensor

* [gemini] patch inplace op

* [gemini] fix param op hook and update tests

* [test] remove useless tests

* [test] remove useless tests

* [misc] fix requirements

* [test] fix model zoo

* [test] fix model zoo

* [test] fix model zoo

* [test] fix model zoo

* [test] fix model zoo

* [misc] update requirements

* [gemini] refactor gemini optimizer and gemini ddp (#4398)

* [gemini] update optimizer interface

* [gemini] renaming gemini optimizer

* [gemini] refactor gemini ddp class

* [example] update gemini related example

* [example] update gemini related example

* [plugin] fix gemini plugin args

* [test] update gemini ckpt tests

* [gemini] fix checkpoint io

* [example] fix opt example requirements

* [example] fix opt example

* [example] fix opt example

* [example] fix opt example

* [gemini] add static placement policy (#4443)

* [gemini] add static placement policy

* [gemini] fix param offload

* [test] update gemini tests

* [plugin] update gemini plugin

* [plugin] update gemini plugin docstr

* [misc] fix flash attn requirement

* [test] fix gemini checkpoint io test

* [example] update resnet example result (#4457)

* [example] update bert example result (#4458)

* [doc] update gemini doc (#4468)

* [example] update gemini related examples (#4473)

* [example] update gpt example

* [example] update dreambooth example

* [example] update vit

* [example] update opt

* [example] update palm

* [example] update vit and opt benchmark

* [hotfix] fix bert in model zoo (#4480)

* [hotfix] fix bert in model zoo

* [test] remove chatglm gemini test

* [test] remove sam gemini test

* [test] remove vit gemini test

* [hotfix] fix opt tutorial example (#4497)

* [hotfix] fix opt tutorial example

* [hotfix] fix opt tutorial example
2023-08-24 09:29:25 +08:00
flybird11111 59e252ecdb
[shardformer] chatglm support sequence parallel (#4482)
* [shardformer] chatglm support sequence parallel

[shardformer] chatglm support sequence parallel

[shardformer] chatglm support sequence parallel

[shardformer] chatglm support sequence parallel

[shardformer] chatglm support sequence parallel

[shardformer] chatglm support sequence parallel

* fix

fix

fix

fix
2023-08-22 23:59:31 +08:00
Jianghai 5545114fd8
rename chatglm to chatglm2 (#4484) 2023-08-22 14:13:31 +08:00
flybird11111 108e54a0b4 [shardformer]update t5 tests for using all optimizations. (#4407)
* [shardformer] gpt2 tests fix

[shardformer] test all optimizations (#4399)

[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] gpt2 tests fix

* [shardformer]update t5 to use all optimizations
2023-08-15 23:25:14 +08:00
flybird11111 1edc9b5fb3 [shardformer] update tests for all optimization (#4413)
[shardformer] update tests for all optimization
2023-08-15 23:25:14 +08:00
Baizhou Zhang 7711bd524a [shardformer] rewrite tests for opt/bloom/llama/vit/chatglm (#4395)
* rewrite opt tests

* rewrite llama tests

* rewrite bloom & vit tests

* rewrite chatglm tests

* fix LinearCol for classfiers

* add judge for other tp layers, fix lazy init in util
2023-08-15 23:25:14 +08:00
Jianghai 7596e9ae08 [pipeline] rewrite bert tests and fix some bugs (#4409)
* add pipeline policy and bert forward to be done

* add bertmodel pipeline forward and make tests

* add Bert_Policy and test for policy

* update formatting

* update formatting

* update the code

* fix bugs

* fix name confilt

* add bloom model and policy ,revise the base class of policy

* revise

* revision

* add bert_for_pretraining

* add bert_for_pretraining forward and policy

* fix typos

* cancel warning

* change the imediate output to default dict

* change the default output of get_shared_params

* rewrite bert test

* rewrite bert test

* fix some bugs

* del pipeline tests

* del pipeline tests

* del useless print

* del useless print

* rewrite data repeats
2023-08-15 23:25:14 +08:00
flybird1111 906426cb44 [Shardformer] Merge flash attention branch to pipeline branch (#4362)
* [shardformer] supported flash attention test dependency (#4158)

* [shardformer] fix flash attention utils test (#4180)

* [shardformer] opt support flash attention (#4163)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] add performance benchmark of shardformer (#4175)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] benchmark fix

* [shardformer] benchmark fix

* [shardformer] llama support flash attention (#4185)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] llama support flash attention

* [shardformer] llama support flash attention

* [shardformer] Move the import statement for xformer outside the forward function.

* [shardformer] gpt2 support flash attention. (#4191)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] gpt2 support flash attention

* [shardformer] gpt2 support flash attention

* [shardformer] gpt2 support flash attention

* [shardformer] bloom support flash attention (#4188)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] bloom suport flash attention

* [shardformer] add assert to sequence length

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] bert support flash attention. (#4206)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] bert support flash attention

* [shardformer] t5 support flash attention. (#4216)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] t5 support flash attention

* [shardformer] t5 support flash attention

* fix typo

* fix typo

* fix typo

* fix typo

* fix typo

* fix typo

* [shardformer] support 'paddedcausal'  type of attention mask in Coloattention. (#4215)

* added padded causal attn mask type for ColoAttention

* [shardformer]t5 flash attention fix (#4239)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] t5 flash attention fix

* [shardformer] update gpt2 to use coloattention. (#4234)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2

* [shardformer] update opt and llama to use coloattention. (#4226)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt

* [shardformer] shardformer support jit fused operator. (#4236)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] bloom support jit fused operator

* [shardformer] bloom support jit fused operator

* [shardformer] bloom support jit fused operator

* [shardformer] t5 support jit fused operator

* [shardformer] t5 support jit fused operator

* [shardformer] t5 support jit fused operator

* [shardformer] add roadmap of flash attention

* [shardformer] add roadmap of flash attention

* [shardformer] add roadmap of flash attention

* [shardformer] add type hint to 'self' param of forward

* [shardformer] merge feature/shardformer-models branch to feature/flash-attention-shardformer branch. (#4290)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>

* [shardformer] whisper support flash attention (#4301)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* [shardformer] whisper support flash attention

* [shardformer] whisper support flash attention

* [shardformer]whisper support jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>

* [shardformer] sam support flash attention (#4316)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* [shardformer] sam support flash attention

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>

* [shardformer] merge blip2/chatglm  (#4321)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* [shardformer] added tests

* [shardformer] vit test finish and support

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* support base blip2

* add support for downstream blip2 model

* update readme

* add forward injection

* skip not compatible models test

* fix test for gemini and low_level_zero_pugin

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [shardformer] blip2 support flash attention and jit operator (#4325)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* [shardformer] added tests

* [shardformer] vit test finish and support

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* support base blip2

* add support for downstream blip2 model

* update readme

* add forward injection

* skip not compatible models test

* fix test for gemini and low_level_zero_pugin

* [shardformer] blip2 support flash attention and jit operator

* [shardformer] blip2 support flash attention and jit operator

* [shardformer] blip2 support flash attention and jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [shardformer] chatglm support flash attention and jit operator (#4330)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* [shardformer] added tests

* [shardformer] vit test finish and support

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* support base blip2

* add support for downstream blip2 model

* update readme

* add forward injection

* skip not compatible models test

* fix test for gemini and low_level_zero_pugin

* [shardformer] chatglm support flash attention and jit operator

* [shardformer] chatglm support flash attention and jit operator

* [shardformer] chatglm support flash attention and jit operator

* [shardformer] chatglm support flash attention and jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [shardformer] vit support flash attention and jit operator (#4334)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [shardformer] support SAM (#4231)

* 1.support sam 2.add fused qkv for nn.Linear

* update utils support set element in list

* overtwrite SamVisionAttention foward to use DropoutForParallelInput

* remove unused code

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* [shardformer] added tests

* [shardformer] vit test finish and support

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* support base blip2

* add support for downstream blip2 model

* update readme

* add forward injection

* skip not compatible models test

* fix test for gemini and low_level_zero_pugin

* [shardformer] vit support flash attention and jit operator

* [shardformer] vit support flash attention and jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [pipeline] merge flash attention branch

* [pipeline] merge flash attention branch

* [pipeline] merge flash attention branch

* [pipeline] fix conflict

* [pipeline] fix conflict

* Merge branch 'feature/pipeline' into feature/pipeline

* Merge branch 'feature/pipeline' into feature/pipeline

* Merge branch 'feature/pipeline' into feature/pipeline

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* fix flash attention tests

* gemini ignore whisper

* fix vit

* fix xformers import handle

---------

Co-authored-by: Frank Lee <somerlee.9@gmail.com>
Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>
2023-08-15 23:25:14 +08:00
Jianghai a88e92251d [pipeline] add chatglm (#4363)
* add pipeline policy and bert forward to be done

* add bertmodel pipeline forward and make tests

* add Bert_Policy and test for policy

* update formatting

* update formatting

* update the code

* fix bugs

* fix name confilt

* add bloom model and policy ,revise the base class of policy

* revise

* revision

* add bert_for_pretraining

* add bert_for_pretraining forward and policy

* fix typos

* cancel warning

* change the imediate output to default dict

* change the default output of get_shared_params

* add chatglm

* add

* chatglm

* chatglm

* finish chatglm

* deletes

* fix rmsnorm

* chatglm

* fix chatglm shard

* init
2023-08-15 23:25:14 +08:00
Baizhou Zhang b1feeced8e [shardformer] add util functions for shardformer tests/fix sync_shared_param (#4366)
* add util functions for shardformer tests & rewrite gpt2 test

* fix shared_params & embedding/merging

* fix precision
2023-08-15 23:25:14 +08:00
Bin Jia 5c6f183192 [test] Hotfix/fix some model test and refactor check util api (#4369)
* fix llama test

* fix test bug of bert, blip2, bloom, gpt2

* fix llama test

* fix opt test

* fix sam test

* fix sam test

* fix t5 test

* fix vit test

* fix whisper test

* fix whisper test

* polish code

* adjust allclose parameter

* Add mistakenly deleted code

* addjust allclose

* change loss function for some base model
2023-08-15 23:25:14 +08:00
FoolPlayer 879301d0da [shardformer] support Blip2 (#4243)
* support base blip2

* add support for downstream blip2 model

* update readme

* add forward injection

* skip not compatible models test

* fix test for gemini and low_level_zero_pugin
2023-08-15 23:25:14 +08:00
klhhhhh 8120eca0c0 [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit 2023-08-15 23:25:14 +08:00
klhhhhh 4da05052f4 [shardformer] pre-commit check files 2023-08-15 23:25:14 +08:00
klhhhhh f155ae89c4 [shardformer] ChatGLM support layernorm sharding 2023-08-15 23:25:14 +08:00
klhhhhh 00f6ef159d [shardformer] delete some file 2023-08-15 23:25:14 +08:00
klhhhhh dad00c42aa [shardformer] support chatglm without layernorm 2023-08-15 23:25:14 +08:00
klhhhhh cbb54d3202 [shardformer] polish code 2023-08-15 23:25:14 +08:00
klhhhhh 6ee4c9ee21 [shardformer] add test kit in model zoo for chatglm 2023-08-15 23:25:14 +08:00
klhhhhh 7377be7a53 import chatglm 2023-08-15 23:25:14 +08:00
Kun Lin ed34bb1310 Feature/chatglm (#4240)
* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit
2023-08-15 23:25:14 +08:00