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91 Commits (b8e770c832276d212673fe3d7f41a6ce2ee40858)

Author SHA1 Message Date
Hongxin Liu 411cf1d2db [hotfix] fix gemini and zero test (#4333) 
* [hotfix] fix gemini and zero test

* [hotfix] fix lazy init test

* [hotfix] fix lazy init test
 2023-08-15 23:25:14 +08:00
FoolPlayer b3f5d7a3ba [shardformer] support pipeline base vit model (#4284) 
* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* support base vit pipeline

* support vit downstream model

* fix vit shard test

* modify hidden states return type

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
 2023-08-15 23:25:14 +08:00
Baizhou Zhang 083d7da33d [pipeline] add pipeline support for all T5 models (#4310) 
* complete policy for T5Model & T5ForConditionalGeneration

* modify function signature in forwards

* add forward for T5model

* add forward for T5ForConditionalGeneration

* fix a bug

* fix hidden_states transporting in decoder

* fix the passing of encoder_outputs
 2023-08-15 23:25:14 +08:00
Jianghai d0807122e2 [pipeline] test pure pipeline process using llama (#4218) 
* bloom policy

* llama pipeline forward and tests

* fix the output and attention_mask

* fix name

* bind argument to policy

* Revert "bloom policy"

This reverts commit 8dee68a0a2.

This policy should be revert and copied to feature/bloom

* revert the bloom changes

* cancel unneeded inputs

* gpt

* finish llama

* causal lm and sequence classification

* revision

* add pure pipeline test

* fixed version

* fixed version

* pure pipeline
 2023-08-15 23:25:14 +08:00
Baizhou Zhang 36e546b2cc [pipeline] add pipeline support for T5Stack/T5EncoderModel (#4300) 
* modify t5 policy & add test

* pipeline stage distribution for t5

* complete t5 base policy

* t5 stack: halfway

* modify gpt2 pipeline test

* complete pipeline forward for T5Stack/T5EncoderModel

* fix docstring

* move t5 util tests to test_pipeline
 2023-08-15 23:25:14 +08:00
Jianghai d8408d185c [pipeline] OPT model pipeline (#4258) 
* opt forward and test

* pause

* finish opt model pipeline

* finish opt pipeline

* opt forward and test

* pause

* finish opt model pipeline

* finish opt pipeline

* fix opt

* set transformers version

* refactor the test pipeline
 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
Baizhou Zhang 2a2eacfaf1 [pipeline] support shardformer for GPT2ForQuestionAnswering & complete pipeline support for GPT2 (#4245) 
* change for transformers loggers

* add forward for GPT2ForQuestionAnswering

* fix assert

* fix torchrec test
 2023-08-15 23:25:14 +08:00
Jianghai d9be0472ef [bugs] hot fix some testing bugs for new models (#4268) 
* hot fix

* hot fx tracer
 2023-08-15 23:25:14 +08:00
Jianghai 34f0e34a4c [pipeline] finish bloom models pipeline and tests (#4223) 
* bloom policy

* llama pipeline forward and tests

* fix the output and attention_mask

* fix name

* bind argument to policy

* finish bloom model

* test shard gpt2

* clear cache

* support all bloom models

* add bloom models policies

* finish bloom pipeline and tests

* add set pipeline

* finish bloom
 2023-08-15 23:25:14 +08:00
Jianghai e7cc62d735 [pipeline] All bert models (#4233) 
* bloom policy

* llama pipeline forward and tests

* fix the output and attention_mask

* fix name

* bind argument to policy

* Revert "bloom policy"

This reverts commit 8dee68a0a2.

This policy should be revert and copied to feature/bloom

* revert the bloom changes

* cancel unneeded inputs

* gpt

* finish llama

* causal lm and sequence classification

* revision

* add pure pipeline test

* finish some bert models

* finish all bert models

* finish bert tests

* fix bugs

* fix bugs

* fix test pipeline

* fix data gen for qa

* update the set pipeline forward

* shared params

* fix bugs
 2023-08-15 23:25:14 +08:00
Baizhou Zhang a14d352088 [pipeline] add pipeline forward for variants of gpt2 (#4238) 
* add forward for GPTLMHeadModel

* add test for gpt_lm

* arranging get_held_layers method

* arrange forward replacement

* add forward for GPT2ForTokenClassification

* add forward for GPT2ForSequenceClassification

* fix test_shard_gpt2.py

* add GPT2DoubleHeadsmodel & fix bugs

* add id checking in get_shared_params
 2023-08-15 23:25:14 +08:00
Baizhou Zhang 208ac8f2ba [pipeline] Add Pipeline Forward for GPT2Model Shardformer (#4224) 
* * fix typehint & docstring in sharder.py

* * update pipeline forward for GPT2Model

* * add test for pipeline forward of GPT2Model

* * add cache cleaning in gpt2 test

* * change assert to raise command
 2023-08-15 23:25:14 +08:00
Jianghai 37d22f6878 [pipeline] add bloom model pipeline (#4210) 
* bloom policy

* llama pipeline forward and tests

* fix the output and attention_mask

* fix name

* bind argument to policy

* finish bloom model

* test shard gpt2

* clear cache
 2023-08-15 23:25:14 +08:00
Jianghai 31bcf867ae [pipeline] Llama causal lm and llama for sequence classification pipeline (#4208) 
* bloom policy

* llama pipeline forward and tests

* fix the output and attention_mask

* fix name

* bind argument to policy

* Revert "bloom policy"

This reverts commit 8dee68a0a2.

This policy should be revert and copied to feature/bloom

* revert the bloom changes

* cancel unneeded inputs

* gpt

* finish llama

* causal lm and sequence classification

* revision
 2023-08-15 23:25:14 +08:00
Jianghai 1622031058 [pipeline] Llama pipeline (#4205) 
* bloom policy

* llama pipeline forward and tests

* fix the output and attention_mask

* fix name

* bind argument to policy

* Revert "bloom policy"

This reverts commit 8dee68a0a2.

This policy should be revert and copied to feature/bloom

* revert the bloom changes

* cancel unneeded inputs

* gpt
 2023-08-15 23:25:14 +08:00
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