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895 Commits (d20dceb9a3d1bdcb2376201220f49fca7c7c1be9)

Author SHA1 Message Date
github-actions[bot] d20dceb9a3
[format] applied code formatting on changed files in pull request 4441 (#4445) 
Co-authored-by: github-actions <github-actions@github.com>
 2023-08-16 10:47:23 +08:00
Hongxin Liu 172f7fa3cf [misc] resolve code factor issues (#4433) 2023-08-15 23:25:14 +08:00
flybird11111 328a791d10 [shardformer] update bloom/llama/vit/chatglm tests (#4420) 
[shardformer] update bloom/llama/vit/chatglm tests

[shardformer] update opt tests

[shardformer] update opt tests

[shardformer] update bloom/llama/vit/chatglm tests

[shardformer] update bloom/llama/vit/chatglm tests

[shardformer] update bloom/llama/vit/chatglm tests
 2023-08-15 23:25:14 +08:00
flybird11111 108e54a0b4 [shardformer]update t5 tests for using all optimizations. (#4407) 
* [shardformer] gpt2 tests fix

[shardformer] test all optimizations (#4399)

[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] gpt2 tests fix

* [shardformer]update t5 to use all optimizations
 2023-08-15 23:25:14 +08:00
flybird11111 1edc9b5fb3 [shardformer] update tests for all optimization (#4413) 
[shardformer] update tests for all optimization
 2023-08-15 23:25:14 +08:00
Baizhou Zhang 7711bd524a [shardformer] rewrite tests for opt/bloom/llama/vit/chatglm (#4395) 
* rewrite opt tests

* rewrite llama tests

* rewrite bloom & vit tests

* rewrite chatglm tests

* fix LinearCol for classfiers

* add judge for other tp layers, fix lazy init in util
 2023-08-15 23:25:14 +08:00
flybird11111 21e0a42fd1 [shardformer]fix, test gpt2 for AMP+TP (#4403) 
* [shardformer] gpt2 tests fix

[shardformer] test all optimizations (#4399)

[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] gpt2 tests fix

* [shardformer] gpt2 tests fix
 2023-08-15 23:25:14 +08:00
Jianghai 7596e9ae08 [pipeline] rewrite bert tests and fix some bugs (#4409) 
* 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

* rewrite bert test

* rewrite bert test

* fix some bugs

* del pipeline tests

* del pipeline tests

* del useless print

* del useless print

* rewrite data repeats
 2023-08-15 23:25:14 +08:00
flybird1111 d2cd48e0be [shardformer] test all optimizations (#4399) 
[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] test all optimizations
 2023-08-15 23:25:14 +08:00
flybird1111 7a3dfd0c64 [shardformer] update shardformer to use flash attention 2 (#4392) 
* cherry-pick flash attention 2

cherry-pick flash attention 2

* [shardformer] update shardformer to use flash attention 2

[shardformer] update shardformer to use flash attention 2, fix

[shardformer] update shardformer to use flash attention 2, fix

[shardformer] update shardformer to use flash attention 2, fix
 2023-08-15 23:25:14 +08:00
Baizhou Zhang ed4c448488 [pipeline] rewrite t5 tests & support multi-tensor transmitting in pipeline (#4388) 
* fix remaining t5 bugs/rewrite t5 tests

* fix multi-tensor communication in pipeline

* rearrange test_config

* fix keyerror in sync_shared_params

* fix get_held_layers & Randomnizer, complete t5 tests

* erase printing

* fix get_held_layers through modifying _release_unheld_layers

* fix _get_recursive_held_layers bug
 2023-08-15 23:25:14 +08:00
flybird1111 906426cb44 [Shardformer] Merge flash attention branch to pipeline branch (#4362) 
* [shardformer] supported flash attention test dependency (#4158)

* [shardformer] fix flash attention utils test (#4180)

* [shardformer] opt support flash attention (#4163)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] add performance benchmark of shardformer (#4175)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] benchmark fix

* [shardformer] benchmark fix

* [shardformer] llama support flash attention (#4185)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] llama support flash attention

* [shardformer] llama support flash attention

* [shardformer] Move the import statement for xformer outside the forward function.

* [shardformer] gpt2 support flash attention. (#4191)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] gpt2 support flash attention

* [shardformer] gpt2 support flash attention

* [shardformer] gpt2 support flash attention

* [shardformer] bloom support flash attention (#4188)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] bloom suport flash attention

* [shardformer] add assert to sequence length

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] bert support flash attention. (#4206)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] bert support flash attention

* [shardformer] t5 support flash attention. (#4216)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] t5 support flash attention

* [shardformer] t5 support flash attention

* fix typo

* fix typo

* fix typo

* fix typo

* fix typo

* fix typo

* [shardformer] support 'paddedcausal'  type of attention mask in Coloattention. (#4215)

* added padded causal attn mask type for ColoAttention

* [shardformer]t5 flash attention fix (#4239)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] t5 flash attention fix

* [shardformer] update gpt2 to use coloattention. (#4234)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2 to use coloattention

* [shardformer] update gpt2

* [shardformer] update opt and llama to use coloattention. (#4226)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt to use coloattention

* [shardformer]update opt

* [shardformer] shardformer support jit fused operator. (#4236)

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] opt support flash attention

* [shardformer] move to modeling

* [shardformer] move to modeling

* [shardformer] bloom support jit fused operator

* [shardformer] bloom support jit fused operator

* [shardformer] bloom support jit fused operator

* [shardformer] t5 support jit fused operator

* [shardformer] t5 support jit fused operator

* [shardformer] t5 support jit fused operator

* [shardformer] add roadmap of flash attention

* [shardformer] add roadmap of flash attention

* [shardformer] add roadmap of flash attention

* [shardformer] add type hint to 'self' param of forward

* [shardformer] merge feature/shardformer-models branch to feature/flash-attention-shardformer branch. (#4290)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>

* [shardformer] whisper support flash attention (#4301)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

* [shardformer] whisper support flash attention

* [shardformer] whisper support flash attention

* [shardformer]whisper support jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>

* [shardformer] sam support flash attention (#4316)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

* [shardformer] sam support flash attention

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>

* [shardformer] merge blip2/chatglm  (#4321)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

* [shardformer] added tests

* [shardformer] vit test finish and support

* 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] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* 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

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [shardformer] blip2 support flash attention and jit operator (#4325)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

* [shardformer] added tests

* [shardformer] vit test finish and support

* 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] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* 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] blip2 support flash attention and jit operator

* [shardformer] blip2 support flash attention and jit operator

* [shardformer] blip2 support flash attention and jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [shardformer] chatglm support flash attention and jit operator (#4330)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

* [shardformer] added tests

* [shardformer] vit test finish and support

* 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] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* 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] chatglm support flash attention and jit operator

* [shardformer] chatglm support flash attention and jit operator

* [shardformer] chatglm support flash attention and jit operator

* [shardformer] chatglm support flash attention and jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [shardformer] vit support flash attention and jit operator (#4334)

* Feature/vit support (#4182)

* [shardformer] added tests

* [shardformer] vit test finish and support

* fix attention dropout

* [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

* [shardformer] support whisper (#4212)

* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme

* Feature/chatglm (#4240)

* [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

* [shardformer] added tests

* [shardformer] vit test finish and support

* 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] delete some file

* [shardformer] ChatGLM support layernorm sharding

* [shardformer] register without auto policy

* [shardformer] pre-commit check files

* [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit

* [shardformer] support Blip2 (#4243)

* 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] vit support flash attention and jit operator

* [shardformer] vit support flash attention and jit operator

---------

Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>

* [pipeline] merge flash attention branch

* [pipeline] merge flash attention branch

* [pipeline] merge flash attention branch

* [pipeline] fix conflict

* [pipeline] fix conflict

* Merge branch 'feature/pipeline' into feature/pipeline

* Merge branch 'feature/pipeline' into feature/pipeline

* Merge branch 'feature/pipeline' into feature/pipeline

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* activate checks

* fix flash attention tests

* gemini ignore whisper

* fix vit

* fix xformers import handle

---------

Co-authored-by: Frank Lee <somerlee.9@gmail.com>
Co-authored-by: Kun Lin <81014421+klhhhhh@users.noreply.github.com>
Co-authored-by: FoolPlayer <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: klhhhhh <1412841649@qq.com>
 2023-08-15 23:25:14 +08:00
Jianghai a88e92251d [pipeline] add chatglm (#4363) 
* 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
 2023-08-15 23:25:14 +08:00
Baizhou Zhang b1feeced8e [shardformer] add util functions for shardformer tests/fix sync_shared_param (#4366) 
* add util functions for shardformer tests & rewrite gpt2 test

* fix shared_params & embedding/merging

* fix precision
 2023-08-15 23:25:14 +08:00
Bin Jia 5c6f183192 [test] Hotfix/fix some model test and refactor check util api (#4369) 
* 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
 2023-08-15 23:25:14 +08:00
FoolPlayer c3ca53cf05 [test] skip some not compatible models 2023-08-15 23:25:14 +08:00
FoolPlayer 726541afe2 update some module with new api version 2023-08-15 23:25:14 +08:00
FoolPlayer 879301d0da [shardformer] support Blip2 (#4243) 
* 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
 2023-08-15 23:25:14 +08:00
klhhhhh 8120eca0c0 [shardformer] support ChatGLMForConditionalGeneration & add fusedlayernorm for vit 2023-08-15 23:25:14 +08:00
klhhhhh 4da05052f4 [shardformer] pre-commit check files 2023-08-15 23:25:14 +08:00
klhhhhh f155ae89c4 [shardformer] ChatGLM support layernorm sharding 2023-08-15 23:25:14 +08:00
klhhhhh 00f6ef159d [shardformer] delete some file 2023-08-15 23:25:14 +08:00
klhhhhh dad00c42aa [shardformer] support chatglm without layernorm 2023-08-15 23:25:14 +08:00
klhhhhh cbb54d3202 [shardformer] polish code 2023-08-15 23:25:14 +08:00
klhhhhh 1a29e8fc29 [shardformer] polish chatglm code 2023-08-15 23:25:14 +08:00
klhhhhh 8620009dd7 [sharformer] add first version of policy of chatglm 2023-08-15 23:25:14 +08:00
klhhhhh 6ee4c9ee21 [shardformer] add test kit in model zoo for chatglm 2023-08-15 23:25:14 +08:00
klhhhhh 7377be7a53 import chatglm 2023-08-15 23:25:14 +08:00
klhhhhh c49286985d [shardformer] vit test finish and support 2023-08-15 23:25:14 +08:00
klhhhhh f60162b265 [shardformer] added tests 2023-08-15 23:25:14 +08:00
Kun Lin ed34bb1310 Feature/chatglm (#4240) 
* [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
 2023-08-15 23:25:14 +08:00
FoolPlayer 9ee4ebea83 [shardformer] support whisper (#4212) 
* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme
 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
Baizhou Zhang 0ceec8f9a9 [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
 2023-08-15 23:25:14 +08:00
Jianghai f13954cd58 [pipeline] refactor test pipeline and remove useless utils in pipeline (#4324) 
* 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
 2023-08-15 23:25:14 +08:00
LuGY d3c6cd66f3 [pipeline] add unit test for 1f1b (#4303) 
* add unit test for 1f1b

* polish code

* polish code and update ut version

* fix
 2023-08-15 23:25:14 +08:00
Baizhou Zhang da3cef27ad [pipeline] fix return_dict/fix pure_pipeline_test (#4331) 2023-08-15 23:25:14 +08:00
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
Hongxin Liu 261eab02fb [plugin] add 3d parallel plugin (#4295) 
* [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
 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