GitLab

* add pipeline policy and bert forward to be done

* add bertmodel pipeline forward and make tests

* add Bert_Policy and test for policy

* update formatting

* update formatting

* update the code

* fix bugs

* fix name confilt

* add bloom model and policy ,revise the base class of policy

* revise

* revision

* add bert_for_pretraining

* add bert_for_pretraining forward and policy

* fix typos

* cancel warning

* change the imediate output to default dict

* change the default output of get_shared_params

* add chatglm

* add

* chatglm

* chatglm

* finish chatglm

* deletes

* fix rmsnorm

* chatglm

* fix chatglm shard

* init

* add util functions for shardformer tests & rewrite gpt2 test

* fix shared_params & embedding/merging

* fix precision

* fix llama test

* fix test bug of bert, blip2, bloom, gpt2

* fix llama test

* fix opt test

* fix sam test

* fix sam test

* fix t5 test

* fix vit test

* fix whisper test

* fix whisper test

* polish code

* adjust allclose parameter

* Add mistakenly deleted code

* addjust allclose

* change loss function for some base model

* support base blip2

* add support for downstream blip2 model

* update readme

* add forward injection

* skip not compatible models test

* fix test for gemini and low_level_zero_pugin

* [shardformer] added tests

* [shardformer] vit test finish and support

* [shardformer] chatglm ready

* import chatglm

* [shardformer] add test kit in model zoo for chatglm

* [sharformer] add first version of policy of chatglm

* [shardformer] polish chatglm code

* [shardformer] polish code

* [shardformer] support chatglm without layernorm

* [shardformer] chatglm shard without mlp sharding

* [shardformer] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] fix chatglm configuration with pre-commit

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* 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

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

[pipeline] support fp32 for HybridPlugin/merge shardformer test and pipeline test into one file (#4354)

* add naive optimizer for 3DPlugin/refactor gpt2 shardformer test

* merge tests of PP/DP/TP combinations into one test file

* fix bug when sync grad for dp in HybridPlugin

* update supported precisions for 3DPlugin/fix bug when shifting tp_degree

* improve the passing of lazy_init

* modify lazy_init/use sync_shared_params

* refactor tests

* refactor bloom model

* finish policy tests

* refactor tests

* fix test pure pipeline

* remove test pipeline and cutdown launch process

* refactor tests

* refactor bloom model

* finish policy tests

* refactor tests

* fix test pure pipeline

* remove test pipeline and cutdown launch process

* add unit test for 1f1b

* polish code

* polish code and update ut version

* fix

* [hotfix] fix gemini and zero test

* [hotfix] fix lazy init test

* [hotfix] fix lazy init test

* [amp] add mixed precision optimizer

* [plugin] add 3d parallel plugin

* [booster] support pipeline

* [plugin] 3d parallel plugin support clip grad norm

* [shardformer] fix sharder and add plugin test

* [plugin] rename 3d parallel plugin

* [ci] support testmon core pkg change detection (#4305)

* [hotfix] debug testmon

* [hotfix] fix llama

* [hotfix] fix p2p bugs

* [hotfix] fix requirements

* 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>

* 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

* 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 8dee68a0a22568dbeed6d4563372b25e1e825fb0.

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

* 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

* bert_reformat

* reformat

* reformat

* fix a typo

* format

* format

* fix bug

* 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

* fix bug

* 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

* move gpt2 pipeline forwards to modeling folder

* check pipeline status when adding replacing policy

* fix typehint

* fix arguments processing in gpt2_model_forward

* [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

[pipeline] support shardformer for GPT2ForQuestionAnswering & complete pipeline support for GPT2 (#4245)

* change for transformers loggers

* add forward for GPT2ForQuestionAnswering

* fix assert

* fix torchrec test

* hot fix

* hot fx tracer