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1564 Commits (839847b7d78bce6af5dfe58d27b5ce2c74a3619b)

Author SHA1 Message Date
Kun Lin 8af29ee47a [shardformer] support vision transformer (#4096) 
* first v of vit shardformer

* keep vit

* update

* vit shard add vitattention vitlayer

* update num head shard para

* finish test for vit

* add new_model_class & postprocess

* add vit readme

* delete old files & fix the conflict

* fix sth
 2023-07-04 16:05:01 +08:00
jiangmingyan ac80937138 [shardformer] shardformer support opt models (#4091) 
* [shardformer] shardformer support opt models

* [shardformer] shardformer support opt models, fix

* [shardformer] shardformer support opt models, fix

* [shardformer] shardformer support opt models, fix
 2023-07-04 16:05:01 +08:00
Frank Lee d33a44e8c3 [shardformer] refactored layernorm (#4086) 2023-07-04 16:05:01 +08:00
Frank Lee c4b1b65931 [test] fixed tests failed due to dtensor change (#4082) 
* [test] fixed tests failed due to dtensor change

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 92f6791095 [shardformer] Add layernorm (#4072) 
* add layernorm to bert

* add layernorm test

* add layernorm test with load state dict

* add use_mixedfusedLN in shard config

* refactor policy to support fused_layernorm
 2023-07-04 16:05:01 +08:00
Frank Lee 70c58cfd4f [shardformer] supported fused qkv checkpoint (#4073) 2023-07-04 16:05:01 +08:00
FoolPlayer 0803a61412 [shardformer] add linearconv1d test (#4067) 
* add linearconv1d test

* add linearconv1d test
 2023-07-04 16:05:01 +08:00
Frank Lee 8eb09a4c69 [shardformer] support module saving and loading (#4062) 
* [shardformer] support module saving and loading

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 7740c55c55 support kit use for bert/gpt test (#4055) 
* support kit use for bert test

* support kit test for gpt2
 2023-07-04 16:05:01 +08:00
Frank Lee f22ddacef0 [shardformer] refactored the shardformer layer structure (#4053) 2023-07-04 16:05:01 +08:00
Frank Lee 58df720570 [shardformer] adapted T5 and LLaMa test to use kit (#4049) 
* [shardformer] adapted T5 and LLaMa test to use kit

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 4021b9a8a2 [shardformer] add gpt2 test and layer class refactor (#4041) 
* add gpt2 test and layer class refactor

* add dropout in gpt2 policy
 2023-07-04 16:05:01 +08:00
Frank Lee d857f3dbba [shardformer] supported T5 and its variants (#4045) 2023-07-04 16:05:01 +08:00
Frank Lee c1d5453e9f [shardformer] adapted llama to the new API (#4036) 2023-07-04 16:05:01 +08:00
FoolPlayer 74d176c8d8 [shardformer] fix bert and gpt downstream with new api (#4024) 
* fix bert downstream with new api

* remove comment line
 2023-07-04 16:05:01 +08:00
Frank Lee e253a07007 [shardformer] updated doc (#4016) 2023-07-04 16:05:01 +08:00
FoolPlayer df018fc305 support bert with new api 2023-07-04 16:05:01 +08:00
FoolPlayer 507c0ad368 add vocabembedding layer 2023-07-04 16:05:01 +08:00
Frank Lee 45d9384346 [shardformer] removed inplace tensor sharding (#4018) 2023-07-04 16:05:01 +08:00
Frank Lee 3893fa1a8d [shardformer] refactored embedding and dropout to parallel module (#4013) 
* [shardformer] refactored embedding and dropout to parallel module

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer dfca9678fa integrate with dist layer (#4011) 2023-07-04 16:05:01 +08:00
Frank Lee 015af592f8 [shardformer] integrated linear 1D with dtensor (#3996) 
* [shardformer] integrated linear 1D with dtensor

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer d3bc530849 [shardformer] Refactor shardformer api (#4001) 
* fix an error in readme

* simplify code

* refactor shardformer

* add todo

* remove slicer

* resolve code review
 2023-07-04 16:05:01 +08:00
Frank Lee 611971248c [device] support init device mesh from process group (#3990) 2023-07-04 16:05:01 +08:00
FoolPlayer a2f9af810d [shardformer] fix an error in readme (#3988) 
* fix an error in readme

* simplify code
 2023-07-04 16:05:01 +08:00
FoolPlayer f7774ec0f3 [Shardformer] Downstream bert (#3979) 
* add dist dropout in model

* update docstring and bert policy with dropout

* refactor basepolicy and sharded, update bert

* update format

* update gpt2 policy

* update bert policy

* remove unused code

* update readme for new policy usage

* add downstream model of bert

* remove unused code
 2023-07-04 16:05:01 +08:00
wukong1992 c1c672d0f0 [shardformer] shardformer support t5 model (#3994) 
test t5
 2023-07-04 16:05:01 +08:00
wukong1992 6b30dfb7ce [shardformer] support llama model using shardformer (#3969) 
adjust layer attr
 2023-07-04 16:05:01 +08:00
FoolPlayer 45927d5527 [shardformer] Add dropout layer in shard model and refactor policy api (#3949) 
* add dist dropout in model

* update docstring and bert policy with dropout

* refactor basepolicy and sharded, update bert

* update format

* update gpt2 policy

* update bert policy

* remove unused code

* update readme for new policy usage
 2023-07-04 16:05:01 +08:00
FoolPlayer a73130482d [shardformer] Unit test (#3928) 
* fix bug in slicer, add slicer unit test

* add dropout test

* use pid as dropout seed

* updata dropout test with local pattern

* ad todo
 2023-07-04 16:05:01 +08:00
FoolPlayer f1cb5ac6bf [shardformer] Align bert value (#3907) 
* add bert align test, fix dist loss bug

* forward and backward align

* add ignore index

* add shardformer CI

* add gather_output optional for user in shardconfig

* update readme with optional gather_ouput

* add dist crossentropy loss test, remove unused files

* remove unused file

* remove unused file

* rename the file

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 79f8d5d54b [shardformer] add gpt2 policy and modify shard and slicer to support (#3883) 
* add gpt2 policy and modify shard and slicer to support

* remove unused code

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 70173e3123 update README (#3909) 2023-07-04 16:05:01 +08:00
FoolPlayer ab8a47f830 [shardformer] add Dropout layer support different dropout pattern (#3856) 
* add dropout layer, add dropout test

* modify seed manager as context manager

* add a copy of col_nn.layer

* add dist_crossentropy loss; separate module test

* polish the code

* fix dist crossentropy loss
 2023-07-04 16:05:01 +08:00
FoolPlayer c594dc2f1c [shardformer] update readme with modules implement doc (#3834) 
* update readme with modules content

* remove img
 2023-07-04 16:05:01 +08:00
Frank Lee 4972e1f40e [shardformer] refactored the user api (#3828) 
* [shardformer] refactored the user api

* polish code
 2023-07-04 16:05:01 +08:00
Frank Lee 235792f170 [shardformer] updated readme (#3827) 2023-07-04 16:05:01 +08:00
FoolPlayer 8cc11235c0 [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
 2023-07-04 16:05:01 +08:00
FoolPlayer 8d68de767d [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
 2023-07-04 16:05:01 +08:00
Baizhou Zhang 1350ece492
[hotfix] fix import bug in checkpoint_io (#4142) 2023-07-03 22:14:37 +08:00
digger yu 8abc87798f
fix Tensor is not defined (#4129) 2023-07-03 17:10:18 +08:00
digger yu 7e46bc87b6
fix CheckpointIndexFile is not defined (#4109) 2023-07-03 17:09:06 +08:00
digger yu 09fe9dc704
[nfc]fix ColossalaiOptimizer is not defined (#4122) 2023-06-30 17:23:22 +08:00
Frank Lee 95e95b6d58
[testing] move pytest to be inside the function (#4087) 2023-06-27 11:02:25 +08:00
Baizhou Zhang 0bb0b481b4 [gemini] fix argument naming during chunk configuration searching 2023-06-25 13:34:15 +08:00
github-actions[bot] a52f62082d
[format] applied code formatting on changed files in pull request 4021 (#4022) 
Co-authored-by: github-actions <github-actions@github.com>
 2023-06-19 11:23:24 +08:00
Baizhou Zhang 822c3d4d66
[checkpointio] sharded optimizer checkpoint for DDP plugin (#4002) 2023-06-16 14:14:05 +08:00
Wenhao Chen 725af3eeeb
[booster] make optimizer argument optional for boost (#3993) 
* feat: make optimizer optional in Booster.boost

* test: skip unet test if diffusers version > 0.10.2
 2023-06-15 17:38:42 +08:00
Baizhou Zhang c9cff7e7fa
[checkpointio] General Checkpointing of Sharded Optimizers (#3984) 2023-06-15 15:21:26 +08:00
Frank Lee 71fe52769c [gemini] fixed the gemini checkpoint io (#3934) 2023-06-12 15:11:27 +08:00
Frank Lee ddcf58cacf
Revert "[sync] sync feature/shardformer with develop" 2023-06-09 09:41:27 +08:00
FoolPlayer 24651fdd4f
Merge pull request #3931 from FrankLeeeee/sync/develop-to-shardformer 
[sync] sync feature/shardformer with develop
 2023-06-09 09:34:00 +08:00
FoolPlayer ef1537759c [shardformer] add gpt2 policy and modify shard and slicer to support (#3883) 
* add gpt2 policy and modify shard and slicer to support

* remove unused code

* polish code
 2023-06-08 15:01:34 +08:00
FoolPlayer 6370a935f6 update README (#3909) 2023-06-08 15:01:34 +08:00
FoolPlayer 21a3915c98 [shardformer] add Dropout layer support different dropout pattern (#3856) 
* add dropout layer, add dropout test

* modify seed manager as context manager

* add a copy of col_nn.layer

* add dist_crossentropy loss; separate module test

* polish the code

* fix dist crossentropy loss
 2023-06-08 15:01:34 +08:00
FoolPlayer 997544c1f9 [shardformer] update readme with modules implement doc (#3834) 
* update readme with modules content

* remove img
 2023-06-08 15:01:34 +08:00
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
Frank Lee eb39154d40
[dtensor] updated api and doc (#3845) 2023-06-08 10:18:17 +08:00
digger yu de0d7df33f
[nfc] fix typo colossalai/zero (#3923) 2023-06-08 00:01:29 +08:00
digger yu a9d1cadc49
fix typo with colossalai/trainer utils zero (#3908) 2023-06-07 16:08:37 +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
Hongxin Liu 9c88b6cbd1
[lazy] fix compatibility problem on torch 1.13 (#3911) 2023-06-07 11:10:12 +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
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
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
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
digger yu e2d81eba0d
[nfc] fix typo colossalai/ applications/ (#3831) 
* 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/
 2023-05-25 16:19:41 +08:00
wukong1992 3229f93e30
[booster] add warning for torch fsdp plugin doc (#3833) 2023-05-25 14:00:02 +08:00
Hongxin Liu 7c9f2ed6dd
[dtensor] polish sharding spec docstring (#3838) 
* [dtensor] polish sharding spec docstring

* [dtensor] polish sharding spec example docstring
 2023-05-25 13:09:42 +08:00
digger yu 7f8203af69
fix typo colossalai/auto_parallel autochunk fx/passes etc. (#3808) 2023-05-24 09:01:50 +08:00
wukong1992 6b305a99d6
[booster] torch fsdp fix ckpt (#3788) 2023-05-23 16:58:45 +08:00
digger yu 9265f2d4d7
[NFC]fix typo colossalai/auto_parallel nn utils etc. (#3779) 
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.
 2023-05-23 15:28:20 +08:00
jiangmingyan e871e342b3
[API] add docstrings and initialization to apex amp, naive amp (#3783) 
* [mixed_precison] add naive amp demo

* [mixed_precison] add naive amp demo

* [api] add docstrings and initialization to apex amp, naive amp

* [api] add docstring to apex amp/ naive amp

* [api] add docstring to apex amp/ naive amp

* [api] add docstring to apex amp/ naive amp

* [api] add docstring to apex amp/ naive amp

* [api] add docstring to apex amp/ naive amp

* [api] add docstring to apex amp/ naive amp

* [api] fix

* [api] fix
 2023-05-23 15:17:24 +08:00
Frank Lee f5c425c898
fixed the example docstring for booster (#3795) 2023-05-22 18:10:06 +08:00
Hongxin Liu 72688adb2f
[doc] add booster docstring and fix autodoc (#3789) 
* [doc] add docstr for booster methods

* [doc] fix autodoc
 2023-05-22 10:56:47 +08:00
Hongxin Liu 3c07a2846e
[plugin] a workaround for zero plugins' optimizer checkpoint (#3780) 
* [test] refactor torch ddp checkpoint test

* [plugin] update low level zero optim checkpoint

* [plugin] update gemini optim checkpoint
 2023-05-19 19:42:31 +08:00
Hongxin Liu 60e6a154bc
[doc] add tutorial for booster checkpoint (#3785) 
* [doc] add checkpoint related docstr for booster

* [doc] add en checkpoint doc

* [doc] add zh checkpoint doc

* [doc] add booster checkpoint doc in sidebar

* [doc] add cuation about ckpt for plugins

* [doc] add doctest placeholder

* [doc] add doctest placeholder

* [doc] add doctest placeholder
 2023-05-19 18:05:08 +08:00
digger yu 32f81f14d4
[NFC] fix typo colossalai/amp auto_parallel autochunk (#3756) 2023-05-19 13:50:00 +08:00
Hongxin Liu 5452df63c5
[plugin] torch ddp plugin supports sharded model checkpoint (#3775) 
* [plugin] torch ddp plugin add save sharded model

* [test] fix torch ddp ckpt io test

* [test] fix torch ddp ckpt io test

* [test] fix low level zero plugin test

* [test] fix low level zero plugin test

* [test] add debug info

* [test] add debug info

* [test] add debug info

* [test] add debug info

* [test] add debug info

* [test] fix low level zero plugin test

* [test] fix low level zero plugin test

* [test] remove debug info
 2023-05-18 20:05:59 +08:00
jiangmingyan 2703a37ac9
[amp] Add naive amp demo (#3774) 
* [mixed_precison] add naive amp demo

* [mixed_precison] add naive amp demo
 2023-05-18 16:33:14 +08:00
digger yu 1baeb39c72
[NFC] fix typo with colossalai/auto_parallel/tensor_shard (#3742) 
* fix typo applications/ and colossalai/ date 5.11

* fix typo colossalai/
 2023-05-17 11:13:23 +08:00
wukong1992 b37797ed3d
[booster] support torch fsdp plugin in booster (#3697) 
Co-authored-by: 纪少敏 <jishaomin@jishaomindeMBP.lan>
 2023-05-15 12:14:38 +08:00
digger-yu ad6460cf2c
[NFC] fix typo applications/ and colossalai/ (#3735) 2023-05-15 11:46:25 +08:00
digger-yu b7141c36dd
[CI] fix some spelling errors (#3707) 
* fix spelling error with examples/comminity/

* fix spelling error with tests/

* fix some spelling error with tests/ colossalai/ etc.
 2023-05-10 17:12:03 +08:00
jiangmingyan 20068ba188
[booster] add tests for ddp and low level zero's checkpointio (#3715) 
* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update booster tutorials#3717, fix recursive check
 2023-05-10 12:17:02 +08:00
Hongxin Liu 6552cbf8e1
[booster] fix no_sync method (#3709) 
* [booster] fix no_sync method

* [booster] add test for ddp no_sync

* [booster] fix merge

* [booster] update unit test

* [booster] update unit test

* [booster] update unit test
 2023-05-09 11:10:02 +08:00
Hongxin Liu 3bf09efe74
[booster] update prepare dataloader method for plugin (#3706) 
* [booster] add prepare dataloader method for plug

* [booster] update examples and docstr
 2023-05-08 15:44:03 +08:00
Hongxin Liu f83ea813f5
[example] add train resnet/vit with booster example (#3694) 
* [example] add train vit with booster example

* [example] update readme

* [example] add train resnet with booster example

* [example] enable ci

* [example] enable ci

* [example] add requirements

* [hotfix] fix analyzer init

* [example] update requirements
 2023-05-08 10:42:30 +08:00
YH 2629f9717d
[tensor] Refactor handle_trans_spec in DistSpecManager 2023-05-06 17:55:37 +08:00
Hongxin Liu d0915f54f4
[booster] refactor all dp fashion plugins (#3684) 
* [booster] add dp plugin base

* [booster] inherit dp plugin base

* [booster] refactor unit tests
 2023-05-05 19:36:10 +08:00
jiangmingyan 307894f74d
[booster] gemini plugin support shard checkpoint (#3610) 
* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

---------

Co-authored-by: luchen <luchen@luchendeMBP.lan>
Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>
 2023-05-05 14:37:21 +08:00
YH a22407cc02
[zero] Suggests a minor change to confusing variable names in the ZeRO optimizer. (#3173) 
* Fix confusing variable name in zero opt

* Apply lint

* Fix util func

* Fix minor util func

* Fix zero param optimizer name
 2023-04-27 18:43:14 +08:00
Hongxin Liu 50793b35f4
[gemini] accelerate inference (#3641) 
* [gemini] support don't scatter after inference

* [chat] update colossalai strategy

* [chat] fix opt benchmark

* [chat] update opt benchmark

* [gemini] optimize inference

* [test] add gemini inference test

* [chat] fix unit test ci

* [chat] fix ci

* [chat] fix ci

* [chat] skip checkpoint test
 2023-04-26 16:32:40 +08:00
Hongxin Liu 4b3240cb59
[booster] add low level zero plugin (#3594) 
* [booster] add low level zero plugin

* [booster] fix gemini plugin test

* [booster] fix precision

* [booster] add low level zero plugin test

* [test] fix booster plugin test oom

* [test] fix booster plugin test oom

* [test] fix googlenet and inception output trans

* [test] fix diffuser clip vision model

* [test] fix torchaudio_wav2vec2_base

* [test] fix low level zero plugin test
 2023-04-26 14:37:25 +08:00
digger-yu b9a8dff7e5
[doc] Fix typo under colossalai and doc(#3618) 
* Fixed several spelling errors under colossalai

* Fix the spelling error in colossalai and docs directory

* Cautious Changed the spelling error under the example folder

* Update runtime_preparation_pass.py

revert autograft to autograd

* Update search_chunk.py

utile to until

* Update check_installation.py

change misteach to mismatch in line 91

* Update 1D_tensor_parallel.md

revert to perceptron

* Update 2D_tensor_parallel.md

revert to perceptron in line 73

* Update 2p5D_tensor_parallel.md

revert to perceptron in line 71

* Update 3D_tensor_parallel.md

revert to perceptron in line 80

* Update README.md

revert to resnet in line 42

* Update reorder_graph.py

revert to indice in line 7

* Update p2p.py

revert to megatron in line 94

* Update initialize.py

revert to torchrun in line 198

* Update routers.py

change to detailed in line 63

* Update routers.py

change to detailed in line 146

* Update README.md

revert  random number in line 402
 2023-04-26 11:38:43 +08:00
Hongxin Liu 12eff9eb4c
[gemini] state dict supports fp16 (#3590) 
* [gemini] save state dict support fp16

* [gemini] save state dict shard support fp16

* [gemini] fix state dict

* [gemini] fix state dict
 2023-04-19 11:01:48 +08:00
Hongxin Liu dac127d0ee
[fx] fix meta tensor registration (#3589) 
* [meta] fix torch 1.13.1

* [meta] fix torch 2.0.0

* [meta] fix torch 1.13.0

* [meta] polish code
 2023-04-18 16:20:36 +08:00
Hongxin Liu f313babd11
[gemini] support save state dict in shards (#3581) 
* [gemini] support state dict shard

* [gemini] add test state dict shard

* [gemini] polish docstr

* [gemini] fix merge

* [gemini] polish code
 2023-04-17 17:11:09 +08:00
YH d329c294ec
Add docstr for zero3 chunk search utils (#3572) 2023-04-17 12:44:17 +08:00
Hongxin Liu 173dad0562
[misc] add verbose arg for zero and op builder (#3552) 
* [misc] add print verbose

* [gemini] add print verbose

* [zero] add print verbose for low level

* [misc] add print verbose for op builder
 2023-04-17 11:25:35 +08:00
Hongxin Liu 4341f5e8e6
[lazyinit] fix clone and deepcopy (#3553) 2023-04-17 11:25:13 +08:00
Hongxin Liu 152239bbfa
[gemini] gemini supports lazy init (#3379) 
* [gemini] fix nvme optimizer init

* [gemini] gemini supports lazy init

* [gemini] add init example

* [gemini] add fool model

* [zero] update gemini ddp

* [zero] update init example

* add chunk method

* add chunk method

* [lazyinit] fix lazy tensor tolist

* [gemini] fix buffer materialization

* [misc] remove useless file

* [booster] update gemini plugin

* [test] update gemini plugin test

* [test] fix gemini plugin test

* [gemini] fix import

* [gemini] fix import

* [lazyinit] use new metatensor

* [lazyinit] use new metatensor

* [lazyinit] fix __set__ method
 2023-04-12 16:03:25 +08:00
jiangmingyan 366a035552
[checkpoint] Shard saved checkpoint need to be compatible with the naming format of hf checkpoint files (#3479) 
* [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format

* [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format

* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename

* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename

* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename

* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename

---------

Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>
Co-authored-by: luchen <luchen@luchendeMBP.lan>
 2023-04-12 16:02:17 +08:00
YH bcf0cbcbe7
[doc] Add docs for clip args in zero optim (#3504) 2023-04-10 11:11:28 +08:00
jiangmingyan 52a933e175
[checkpoint] support huggingface style sharded checkpoint (#3461) 
* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

---------

Co-authored-by: luchen <luchen@luchendeMBP.lan>
 2023-04-06 16:23:39 +08:00
Frank Lee 80eba05b0a
[test] refactor tests with spawn (#3452) 
* [test] added spawn decorator

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
 2023-04-06 14:51:35 +08:00
Frank Lee 7d8d825681
[booster] fixed the torch ddp plugin with the new checkpoint api (#3442) 2023-04-06 09:43:51 +08:00
YH 8f740deb53
Fix typo (#3448) 2023-04-06 09:43:31 +08:00
Hakjin Lee 46c009dba4
[format] Run lint on colossalai.engine (#3367) 2023-04-05 23:24:43 +08:00
YuliangLiu0306 ffcdbf0f65
[autoparallel]integrate auto parallel feature with new tracer (#3408) 
* [autoparallel] integrate new analyzer in module level

* unify the profiling method

* polish

* fix no codegen bug

* fix pass bug

* fix liveness test

* polish
 2023-04-04 17:40:45 +08:00
ver217 573af84184
[example] update examples related to zero/gemini (#3431) 
* [zero] update legacy import

* [zero] update examples

* [example] fix opt tutorial

* [example] fix opt tutorial

* [example] fix opt tutorial

* [example] fix opt tutorial

* [example] fix import
 2023-04-04 17:32:51 +08:00
Frank Lee 1beb85cc25
[checkpoint] refactored the API and added safetensors support (#3427) 
* [checkpoint] refactored the API and added safetensors support

* polish code
 2023-04-04 15:23:01 +08:00
ver217 26b7aac0be
[zero] reorganize zero/gemini folder structure (#3424) 
* [zero] refactor low-level zero folder structure

* [zero] fix legacy zero import path

* [zero] fix legacy zero import path

* [zero] remove useless import

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor legacy zero import path

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor legacy zero import path

* [zero] fix test import path

* [zero] fix test

* [zero] fix circular import

* [zero] update import
 2023-04-04 13:48:16 +08:00
Frank Lee 638a07a7f9
[test] fixed gemini plugin test (#3411) 
* [test] fixed gemini plugin test

* polish code

* polish code
 2023-04-03 17:12:22 +08:00
ver217 5f2e34e6c9
[booster] implement Gemini plugin (#3352) 
* [booster] add gemini plugin

* [booster] update docstr

* [booster] gemini plugin add coloparam convertor

* [booster] fix coloparam convertor

* [booster] fix gemini plugin device

* [booster] add gemini plugin test

* [booster] gemini plugin ignore sync bn

* [booster] skip some model

* [booster] skip some model

* [booster] modify test world size

* [booster] modify test world size

* [booster] skip test
 2023-03-31 16:06:13 +08:00
HELSON 1a1d68b053
[moe] add checkpoint for moe models (#3354) 
* [moe] add checkpoint for moe models

* [hotfix] fix bugs in unit test
 2023-03-31 09:20:33 +08:00
YuliangLiu0306 fee2af8610
[autoparallel] adapt autoparallel with new analyzer (#3261) 
* [autoparallel] adapt autoparallel with new analyzer

* fix all node handler tests

* polish

* polish
 2023-03-30 17:47:24 +08:00
Ofey Chan 8706a8c66c
[NFC] polish colossalai/engine/gradient_handler/__init__.py code style (#3329) 2023-03-30 14:19:39 +08:00
yuxuan-lou 198a74b9fd
[NFC] polish colossalai/context/random/__init__.py code style (#3327) 2023-03-30 14:19:26 +08:00
YuliangLiu0306 fbd2a9e05b [hotfix] meta_tensor_compatibility_with_torch2 2023-03-30 13:43:01 +08:00
Michelle ad285e1656
[NFC] polish colossalai/fx/tracer/_tracer_utils.py (#3323) 
* [NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style

* [NFC] polish colossalai/fx/tracer/_tracer_utils.py  code style

---------

Co-authored-by: Qianran Ma <qianranm@luchentech.com>
 2023-03-29 17:53:32 +08:00
Xu Kai 64350029fe [NFC] polish colossalai/gemini/paramhooks/_param_hookmgr.py code style 2023-03-29 15:47:42 +08:00
RichardoLuo 1ce9d0c531 [NFC] polish initializer_data.py code style (#3287) 2023-03-29 15:22:21 +08:00
Ziheng Qin 1bed38ef37 [NFC] polish colossalai/cli/benchmark/models.py code style (#3290) 2023-03-29 15:22:21 +08:00
Kai Wang (Victor Kai) 964a28678f [NFC] polish initializer_3d.py code style (#3279) 2023-03-29 15:22:21 +08:00
Sze-qq 94eec1c5ad [NFC] polish colossalai/engine/gradient_accumulation/_gradient_accumulation.py code style (#3277) 
Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
 2023-03-29 15:22:21 +08:00
Arsmart1 8af977f223 [NFC] polish colossalai/context/parallel_context.py code style (#3276) 2023-03-29 15:22:21 +08:00
Zirui Zhu 1168b50e33 [NFC] polish colossalai/engine/schedule/_pipeline_schedule_v2.py code style (#3275) 2023-03-29 15:22:21 +08:00
Tong Li 196d4696d0 [NFC] polish colossalai/nn/_ops/addmm.py code style (#3274) 2023-03-29 15:22:21 +08:00
lucasliunju 4b95464994 [NFC] polish colossalai/amp/__init__.py code style (#3272) 2023-03-29 15:22:21 +08:00
Xuanlei Zhao 6b3bb2c249 [NFC] polish code style (#3273) 2023-03-29 15:22:21 +08:00
CZYCW 4cadb25b96 [NFC] policy colossalai/fx/proxy.py code style (#3269) 2023-03-29 15:22:21 +08:00
Yuanchen d58fa705b2 [NFC] polish code style (#3268) 
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
 2023-03-29 15:22:21 +08:00
Camille Zhong c4a226b729 [NFC] polish tensor_placement_policy.py code style (#3265) 2023-03-29 15:22:21 +08:00
CsRic 00778abc48 [NFC] polish colossalai/fx/passes/split_module.py code style (#3263) 
Co-authored-by: csric <richcsr256@gmail.com>
 2023-03-29 15:22:21 +08:00
jiangmingyan 488f37048c [NFC] polish colossalai/global_variables.py code style (#3259) 
Co-authored-by: luchen <luchen@luchendeMBP.lan>
 2023-03-29 15:22:21 +08:00
LuGY 1ff7d5bfa5 [NFC] polish colossalai/engine/gradient_handler/_moe_gradient_handler.py (#3260) 2023-03-29 15:22:21 +08:00
dayellow 204ca2f09a [NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style (#3256) 
Co-authored-by: Minghao Huang <huangminghao@luchentech.com>
 2023-03-29 15:22:21 +08:00
HELSON 02b058032d
[fx] meta registration compatibility (#3253) 
* [fx] meta registration compatibility

* fix error
 2023-03-27 15:22:17 +08:00
Frank Lee 73d3e4d309
[booster] implemented the torch ddd + resnet example (#3232) 
* [booster] implemented the torch ddd + resnet example

* polish code
 2023-03-27 10:24:14 +08:00
YH 1a229045af
Add interface for colo tesnor dp size (#3227) 2023-03-27 09:42:21 +08:00
YuliangLiu0306 4d5d8f98a4
[API] implement device mesh manager (#3221) 
* [API] implement  device mesh manager

* polish
 2023-03-24 13:39:12 +08:00
Frank Lee cd142fbefa
[api] implemented the checkpoint io module (#3205) 
* [api] implemented the checkpoint io module

* polish code

* polish code
 2023-03-23 10:53:17 +08:00
ver217 f8289d4221
[lazyinit] combine lazy tensor with dtensor (#3204) 
* [lazyinit] lazy tensor add distribute

* [lazyinit] refactor distribute

* [lazyinit] add test dist lazy init

* [lazyinit] add verbose info for dist lazy init

* [lazyinit] fix rnn flatten weight op

* [lazyinit] polish test

* [lazyinit] polish test

* [lazyinit] fix lazy tensor data setter

* [lazyinit] polish test

* [lazyinit] fix clean

* [lazyinit] make materialize inplace

* [lazyinit] refactor materialize

* [lazyinit] refactor test distribute

* [lazyinit] fix requires_grad

* [lazyinit] fix tolist after materialization

* [lazyinit] refactor distribute module

* [lazyinit] polish docstr

* [lazyinit] polish lazy init context

* [lazyinit] temporarily skip test

* [lazyinit] polish test

* [lazyinit] add docstr
 2023-03-23 10:53:06 +08:00