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21 Commits (a04337bfc30a81f3d6bc687d933edb92a124228c)

Author SHA1 Message Date
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
Bin Jia e241b74f24
[shardformer] Add overlap support for gpt2 (#4535) 
* add overlap support for gpt2

* remove unused code

* remove unused code
 2023-08-29 18:30:50 +08:00
Bin Jia c554b7f559
[shardformer/fix overlap bug] fix overlap bug, add overlap as an option in shardco… (#4516) 
* fix overlap bug and support bert, add overlap as an option in shardconfig

* support overlap for chatglm and bloom
 2023-08-28 17:16:40 +08:00
Bin Jia 424629fea0
[shardformer/sequence parallel] Cherry pick commit to new branch (#4450) 
* [shardformer/sequence parallel] Support sequence parallel for gpt2 (#4384)

* [sequence parallel] add sequence parallel linear col/row support (#4336)

* add sequence parallel linear col/row support

* add annotation

* add annotation

* add support for gpt2 fused qkv linear layer

* support sequence parallel in GPT2

* add docstring and note

* add requirments

* remove unused flash-attb

* modify flash attn test

* modify flash attn setting

* modify flash attn code

* add assert before divide, rename forward function

* [shardformer/test] fix gpt2 test with seq-parallel

* [shardformer/sequence parallel] Overlap input gather and grad computation during col backward (#4401)

* overlap gather input / grad computing during col backward

* modify test for overlap

* simplify code

* fix code and modify cuda stream synchronize

* [shardformer/sequence parallel] polish code
 2023-08-16 15:41:20 +08:00
FoolPlayer 726541afe2 update some module with new api version 2023-08-15 23:25:14 +08:00
FoolPlayer dd2bf02679 [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
 2023-08-15 23:25:14 +08:00
Hongxin Liu d921ce8391 [shardformer] support inplace sharding (#4251) 
* [shardformer] embedding support inplace sharding

* [shardformer] linear support inplace sharding

* [shardformer] layernorm support inplace sharding

* [shardformer] qkv support inplace sharding

* [test] update shardformer layer test

* [shardformer] fix shared param sharding

* [shardformer] fix bert policy

* [shardformer] fix bloom policy

* [shardformer] fix llama policy

* [shardformer] fix opt policy

* [shardformer] fix t5 policy

* [shardformer] fix fused qkv linear

* [shardformer] fix bugs

* force sync

* [test] fix bugs

* [test] fix transformer version
 2023-08-15 23:25:14 +08:00
Hongxin Liu 890774b2fb [shardformer] support lazy init (#4202) 
* [shardformer] support lazy init

* [shardformer] linear support lazy init

* [shardformer] embedding support lazy init

* [shardformer] norm support lazy init

* [shardformer] fused linear support lazy init

* [test] update shardformer test layer

* [test] shardformer with lazy init fit ddp

* [lazy] hotfix deepcopy of param

* [shardformer] fix bert policy and update test

* [shardformer] fix bloom policy and update test

* [shardformer] fix opt policy and update test

* [shardformer] fix t5 policy and update test

* [shardformer] fix gpt2 policy and update test

* [shardformer] fix llama policy and update test
 2023-08-15 23:25:14 +08:00
Jianghai f3bcc292c8 [pipeline] move bert related pipeline components to shardformer (#4187) 
* move bert related pipeline components to shardformer

* fix bugs

* revision

* fix bert model tests

* fix bert_lm_head model tests

* fix tests

* fix tests

* done checks

* skip bloom
 2023-08-15 23:25:14 +08:00
github-actions[bot] c77b3b19be
[format] applied code formatting on changed files in pull request 4152 (#4157) 
Co-authored-by: github-actions <github-actions@github.com>
 2023-07-04 16:07:47 +08:00
Frank Lee b1c2901530 [shardformer] supported bloom model (#4098) 2023-07-04 16:05:01 +08:00
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
Frank Lee d33a44e8c3 [shardformer] refactored layernorm (#4086) 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
Frank Lee f22ddacef0 [shardformer] refactored the shardformer layer structure (#4053) 2023-07-04 16:05:01 +08:00
FoolPlayer 507c0ad368 add vocabembedding layer 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
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