Commit Graph

2533 Commits (f447ca18111c2e37a2f14e7aecc98876dc7e3216)

Author SHA1 Message Date
Frank Lee 537a52b7a2 [shardformer] refactored the user api (#3828)
* [shardformer] refactored the user api

* polish code
2023-06-08 15:01:34 +08:00
Frank Lee bc19024bf9 [shardformer] updated readme (#3827) 2023-06-08 15:01:34 +08:00
FoolPlayer 58f6432416 [shardformer]: Feature/shardformer, add some docstring and readme (#3816)
* init shardformer code structure

* add implement of sharder (inject and replace)

* add implement of replace layer to colossal layer

* separate different layer policy, add some notion

* implement 1d and 2d slicer, can tell col or row

* fix bug when slicing and inject model

* fix some bug; add inference test example

* add share weight and train example

* add train

* add docstring and readme

* add docstring for other files

* pre-commit
2023-06-08 15:01:34 +08:00
FoolPlayer 6a69b44dfc [shardformer] init shardformer code structure (#3731)
* init shardformer code structure

* add implement of sharder (inject and replace)

* add implement of replace layer to colossal layer

* separate different layer policy, add some notion

* implement 1d and 2d slicer, can tell col or row

* fix bug when slicing and inject model

* fix some bug; add inference test example
2023-06-08 15:01:34 +08:00
Maruyama_Aya 9b5e7ce21f modify shell for check 2023-06-08 14:56:56 +08:00
Frank Lee a98e16ed07
Merge pull request #3926 from hpcaitech/feature/dtensor
[feature] updated device mesh and dtensor
2023-06-08 14:39:40 +08:00
digger yu 407aa48461
fix typo examples/community/roberta (#3925) 2023-06-08 14:28:34 +08:00
Maruyama_Aya 730a092ba2 modify shell for check 2023-06-08 13:38:18 +08:00
Maruyama_Aya 49567d56d1 modify shell for check 2023-06-08 13:36:05 +08:00
Maruyama_Aya 039854b391 modify shell for check 2023-06-08 13:17:58 +08:00
Baizhou Zhang e417dd004e
[example] update opt example using booster api (#3918) 2023-06-08 11:27:05 +08:00
Maruyama_Aya cf4792c975 modify shell for check 2023-06-08 11:15:10 +08:00
Frank Lee eb39154d40
[dtensor] updated api and doc (#3845) 2023-06-08 10:18:17 +08:00
Hongxin Liu 9166988d9b
[devops] update torch version in compability test (#3919) 2023-06-08 09:29:32 +08:00
digger yu de0d7df33f
[nfc] fix typo colossalai/zero (#3923) 2023-06-08 00:01:29 +08:00
Hongxin Liu 12c90db3f3
[doc] add lazy init tutorial (#3922)
* [doc] add lazy init en doc

* [doc] add lazy init zh doc

* [doc] add lazy init doc in sidebar

* [doc] add lazy init doc test

* [doc] fix lazy init doc link
2023-06-07 17:59:58 +08:00
Maruyama_Aya c94a33579b modify shell for check 2023-06-07 17:23:01 +08:00
digger yu a9d1cadc49
fix typo with colossalai/trainer utils zero (#3908) 2023-06-07 16:08:37 +08:00
Liu Ziming b306cecf28
[example] Modify palm example with the new booster API (#3913)
* Modify torch version requirement to adapt torch 2.0

* modify palm example using new booster API

* roll back

* fix port

* polish

* polish
2023-06-07 16:05:00 +08:00
wukong1992 a55fb00c18
[booster] update bert example, using booster api (#3885) 2023-06-07 15:51:00 +08:00
Frank Lee 5e2132dcff
[workflow] added docker latest tag for release (#3920) 2023-06-07 15:37:37 +08:00
Hongxin Liu c25d421f3e
[devops] hotfix testmon cache clean logic (#3917) 2023-06-07 12:39:12 +08:00
Frank Lee d51e83d642
Merge pull request #3916 from FrankLeeeee/sync/dtensor-with-develop
[sync] sync feature/dtensor with develop
2023-06-07 11:50:43 +08:00
Frank Lee c622bb3630
Merge pull request #3915 from FrankLeeeee/update/develop
[sync] update develop with main
2023-06-07 11:45:11 +08:00
Hongxin Liu 9c88b6cbd1
[lazy] fix compatibility problem on torch 1.13 (#3911) 2023-06-07 11:10:12 +08:00
Maruyama_Aya 4fc8bc68ac modify file path 2023-06-07 11:02:19 +08:00
Hongxin Liu b5f0566363
[chat] add distributed PPO trainer (#3740)
* Detached ppo (#9)

* run the base

* working on dist ppo

* sync

* detached trainer

* update detached trainer. no maker update function

* facing init problem

* 1 maker 1 trainer detached run. but no model update

* facing cuda problem

* fix save functions

* verified maker update

* nothing

* add ignore

* analyize loss issue

* remove some debug codes

* facing 2m1t stuck issue

* 2m1t verified

* do not use torchrun

* working on 2m2t

* working on 2m2t

* initialize strategy in ray actor env

* facing actor's init order issue

* facing ddp model update issue (need unwarp ddp)

* unwrap ddp actor

* checking 1m2t stuck problem

* nothing

* set timeout for trainer choosing. It solves the stuck problem!

* delete some debug output

* rename to sync with upstream

* rename to sync with upstream

* coati rename

* nothing

* I am going to detach the replaybuffer from trainer and make it a Ray Actor. Two benefits: 1. support TP trainer. 2. asynchronized buffer operations

* experience_maker_holder performs target-revolving _send_experience() instead of length comparison.

* move code to ray subfolder

* working on pipeline inference

* apply comments

* working on pipeline strategy. in progress.

* remove pipeline code. clean this branch

* update remote parameters by state_dict. no test

* nothing

* state_dict sharding transfer

* merge debug branch

* gemini _unwrap_model fix

* simplify code

* simplify code & fix LoRALinear AttributeError

* critic unwrapped state_dict

---------

Co-authored-by: csric <richcsr256@gmail.com>

* [chat] add perfomance evaluator and fix bugs (#10)

* [chat] add performance evaluator for ray

* [chat] refactor debug arg

* [chat] support hf config

* [chat] fix generation

* [chat] add 1mmt dummy example

* [chat] fix gemini ckpt

* split experience to send (#11)

Co-authored-by: csric <richcsr256@gmail.com>

* [chat] refactor trainer and maker (#12)

* [chat] refactor experience maker holder

* [chat] refactor model init

* [chat] refactor trainer args

* [chat] refactor model init

* [chat] refactor trainer

* [chat] refactor experience sending logic and training loop args (#13)

* [chat] refactor experience send logic

* [chat] refactor trainer

* [chat] refactor trainer

* [chat] refactor experience maker

* [chat] refactor pbar

* [chat] refactor example folder (#14)

* [chat] support quant (#15)

* [chat] add quant

* [chat] add quant example

* prompt example (#16)

* prompt example

* prompt load csv data

* remove legacy try

---------

Co-authored-by: csric <richcsr256@gmail.com>

* [chat] add mmmt dummy example and refactor experience sending (#17)

* [chat] add mmmt dummy example

* [chat] refactor naive strategy

* [chat] fix struck problem

* [chat] fix naive strategy

* [chat] optimize experience maker sending logic

* [chat] refactor sending assignment

* [chat] refactor performance evaluator (#18)

* Prompt Example & requires_grad state_dict & sharding state_dict (#19)

* prompt example

* prompt load csv data

* remove legacy try

* maker models require_grad set to False

* working on zero redundancy update

* mmmt_prompt example; naive strategy requires_grad state_dict & sharding; maker model requires_no_grad.

* remove legacy examples

* remove legacy examples

* remove replay buffer tp state. bad design

---------

Co-authored-by: csric <richcsr256@gmail.com>

* state_dict sending adapts to new unwrap function (#20)

* prompt example

* prompt load csv data

* remove legacy try

* maker models require_grad set to False

* working on zero redundancy update

* mmmt_prompt example; naive strategy requires_grad state_dict & sharding; maker model requires_no_grad.

* remove legacy examples

* remove legacy examples

* remove replay buffer tp state. bad design

* opt benchmark

* better script

* nothing

* [chat] strategy refactor unwrap model

* [chat] strategy refactor save model

* [chat] add docstr

* [chat] refactor trainer save model

* [chat] fix strategy typing

* [chat] refactor trainer save model

* [chat] update readme

* [chat] fix unit test

* working on lora reconstruction

* state_dict sending adapts to new unwrap function

* remove comments

---------

Co-authored-by: csric <richcsr256@gmail.com>
Co-authored-by: ver217 <lhx0217@gmail.com>

* [chat-ray] add readme (#21)

* add readme

* transparent graph

* add note background

---------

Co-authored-by: csric <richcsr256@gmail.com>

* [chat] get images from url (#22)

* Refactor/chat ray (#23)

* [chat] lora add todo

* [chat] remove unused pipeline strategy

* [chat] refactor example structure

* [chat] setup ci for ray

* [chat-ray] Support LoRA trainer. LoRA weights reconstruction. (#24)

* lora support prototype

* lora support

* 1mmt lora & remove useless code

---------

Co-authored-by: csric <richcsr256@gmail.com>

* [chat] fix test ci for ray

* [chat] fix test ci requirements for ray

* [chat] fix ray runtime env

* [chat] fix ray runtime env

* [chat] fix example ci docker args

* [chat] add debug info in trainer

* [chat] add nccl debug info

* [chat] skip ray test

* [doc] fix typo

---------

Co-authored-by: csric <59389055+CsRic@users.noreply.github.com>
Co-authored-by: csric <richcsr256@gmail.com>
2023-06-07 10:41:16 +08:00
Hongxin Liu 41fb7236aa
[devops] hotfix CI about testmon cache (#3910)
* [devops] hotfix CI about testmon cache

* [devops] fix testmon cahe on pr
2023-06-06 18:58:58 +08:00
Maruyama_Aya b4437e88c3 fixed port 2023-06-06 16:21:38 +08:00
Maruyama_Aya 79c9f776a9 fixed port 2023-06-06 16:20:45 +08:00
Maruyama_Aya d3379f0be7 fixed model saving bugs 2023-06-06 16:07:34 +08:00
Maruyama_Aya b29e1f0722 change directory 2023-06-06 15:50:03 +08:00
Maruyama_Aya 1c1f71cbd2 fixing insecure hash function 2023-06-06 14:51:11 +08:00
Maruyama_Aya b56c7f4283 update shell file 2023-06-06 14:09:27 +08:00
Maruyama_Aya 176010f289 update performance evaluation 2023-06-06 14:08:22 +08:00
digger yu 0e484e6201
[nfc]fix typo colossalai/pipeline tensor nn (#3899)
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.

* fix typo colossalai/auto_parallel autochunk fx/passes  etc.

* fix typo docs/

* change placememt_policy to placement_policy in docs/ and examples/

* fix typo colossalai/ applications/

* fix typo colossalai/cli fx kernel

* fix typo colossalai/nn

* revert change warmuped

* fix typo colossalai/pipeline tensor nn
2023-06-06 14:07:36 +08:00
Baizhou Zhang c1535ccbba
[doc] fix docs about booster api usage (#3898) 2023-06-06 13:36:11 +08:00
Hongxin Liu ec9bbc0094
[devops] improving testmon cache (#3902)
* [devops] improving testmon cache

* [devops] fix branch name with slash

* [devops] fix branch name with slash

* [devops] fix edit action

* [devops] fix edit action

* [devops] fix edit action

* [devops] fix edit action

* [devops] fix edit action

* [devops] fix edit action

* [devops] update readme
2023-06-06 11:32:31 +08:00
Yuanchen 57a6d7685c
support evaluation for english (#3880)
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-06-05 21:24:21 +08:00
digger yu 1878749753
[nfc] fix typo colossalai/nn (#3887)
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.

* fix typo colossalai/auto_parallel autochunk fx/passes  etc.

* fix typo docs/

* change placememt_policy to placement_policy in docs/ and examples/

* fix typo colossalai/ applications/

* fix typo colossalai/cli fx kernel

* fix typo colossalai/nn

* revert change warmuped
2023-06-05 16:04:27 +08:00
Hongxin Liu ae02d4e4f7
[bf16] add bf16 support (#3882)
* [bf16] add bf16 support for fused adam (#3844)

* [bf16] fused adam kernel support bf16

* [test] update fused adam kernel test

* [test] update fused adam test

* [bf16] cpu adam and hybrid adam optimizers support bf16 (#3860)

* [bf16] implement mixed precision mixin and add bf16 support for low level zero (#3869)

* [bf16] add mixed precision mixin

* [bf16] low level zero optim support bf16

* [text] update low level zero test

* [text] fix low level zero grad acc test

* [bf16] add bf16 support for gemini (#3872)

* [bf16] gemini support bf16

* [test] update gemini bf16 test

* [doc] update gemini docstring

* [bf16] add bf16 support for plugins (#3877)

* [bf16] add bf16 support for legacy zero (#3879)

* [zero] init context support bf16

* [zero] legacy zero support bf16

* [test] add zero bf16 test

* [doc] add bf16 related docstring for legacy zero
2023-06-05 15:58:31 +08:00
jiangmingyan 07cb21142f
[doc]update moe chinese document. (#3890)
* [doc]update-moe

* [doc]update-moe

* [doc]update-moe

* [doc]update-moe

* [doc]update-moe
2023-06-05 15:57:54 +08:00
Liu Ziming 8065cc5fba
Modify torch version requirement to adapt torch 2.0 (#3896) 2023-06-05 15:57:35 +08:00
Hongxin Liu dbb32692d2
[lazy] refactor lazy init (#3891)
* [lazy] remove old lazy init

* [lazy] refactor lazy init folder structure

* [lazy] fix lazy tensor deepcopy

* [test] update lazy init test
2023-06-05 14:20:47 +08:00
Maruyama_Aya 25447d4407 modify path 2023-06-05 11:47:07 +08:00
Maruyama_Aya 42e3232bc0 roll back 2023-06-02 17:00:57 +08:00
Maruyama_Aya 60ec33bb18 Add a new example of Dreambooth training using the booster API 2023-06-02 16:50:51 +08:00
digger yu 70c8cdecf4
[nfc] fix typo colossalai/cli fx kernel (#3847)
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.

* fix typo colossalai/auto_parallel autochunk fx/passes  etc.

* fix typo docs/

* change placememt_policy to placement_policy in docs/ and examples/

* fix typo colossalai/ applications/

* fix typo colossalai/cli fx kernel
2023-06-02 15:02:45 +08:00
Maruyama_Aya 46503c35dd Modify torch version requirement to adapt torch 2.0 2023-06-01 14:30:51 +08:00
jiangmingyan 281b33f362
[doc] update document of zero with chunk. (#3855)
* [doc] fix title of mixed precision

* [doc]update document of zero with chunk

* [doc] update document of zero with chunk, fix

* [doc] update document of zero with chunk, fix

* [doc] update document of zero with chunk, fix

* [doc] update document of zero with chunk, add doc test

* [doc] update document of zero with chunk, add doc test

* [doc] update document of zero with chunk, fix installation

* [doc] update document of zero with chunk, fix zero with chunk doc

* [doc] update document of zero with chunk, fix zero with chunk doc
2023-05-30 18:41:56 +08:00