Commit Graph

25 Commits (1094e0f0d344c04262ee60bef8f2a9bfb660efc4)

Author SHA1 Message Date
Jianghai 1094e0f0d3 [pipeline] Bert pipeline for shardformer and its tests (#4197)
* add pipeline forward

* complete pipeline forward check

* fix bert forward without pipeline

* fix comments

* discard useless line

* add todo

* clean prints

* fix distribute layers
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
ver217 2d6cc07feb [test] update shardformer tests 2023-08-15 23:25:14 +08:00
Frank Lee 1fb0d95df0 [shardformer] made tensor parallelism configurable (#4144)
* [shardformer] made tensor parallelism configurable

* polish code
2023-07-04 16:05:01 +08:00
Frank Lee 74257cb446 [shardformer] refactored some doc and api (#4137)
* [shardformer] refactored some doc and api

* polish code
2023-07-04 16:05:01 +08:00
Frank Lee ae035d305d [shardformer] added embedding gradient check (#4124) 2023-07-04 16:05:01 +08:00
Frank Lee 6a88bae4ec [shardformer] integrate with data parallelism (#4103) 2023-07-04 16:05:01 +08:00
Frank Lee f3b6aaa6b7 [shardformer] supported fused normalization (#4112) 2023-07-04 16:05:01 +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
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
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
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 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
FoolPlayer dfca9678fa integrate with dist layer (#4011) 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 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