a686f9ddc8
[devops] fix concurrency group and compatibility test ( #4665 )
...
* [devops] fix concurrency group
* [devops] fix compatibility test
* [devops] fix tensornvme install
* [devops] fix tensornvme install
* [devops] fix colossalai install
2023-09-08 13:49:40 +08:00
295b38fecf
[example] update vit example for hybrid parallel plugin ( #4641 )
...
* update vit example for hybrid plugin
* reset tp/pp size
* fix dataloader iteration bug
* update optimizer passing in evaluation/add grad_accum
* change criterion
* wrap tqdm
* change grad_accum to grad_checkpoint
* fix pbar
2023-09-07 17:38:45 +08:00
660eed9124
[pipeline] set optimizer to optional in execute_pipeline ( #4630 )
...
* set optimizer to optional in execute_pipeline
* arrange device and mixed precision in booster init
* fix execute_pipeline in booster.py
2023-09-07 10:42:59 +08:00
c3d5fa3bac
[shardformer] Support customized policy for llamav2 based model with HybridParallelPlugin ( #4624 )
...
* Enable policy assignment in HybridPlugin and enable llama policy for llamav2
* Remove Policy from Plugin
* revert changes of plugin
HybridParallelModule
* revert changes in plugin
* upgrade transformers
* revert transformers version
---------
Co-authored-by: flybird11111 <1829166702@qq.com>
2023-09-07 10:15:13 +08:00
9709b8f502
[release] update version ( #4623 )
2023-09-06 23:41:04 +08:00
efba0f44b9
Merge pull request #4612 from hpcaitech/feature/shardformer
...
[shardformer] update hybrid parallel plugin and fix bugs
2023-09-05 23:20:00 +08:00
fae6c92ead
Merge branch 'main' into feature/shardformer
2023-09-05 21:54:08 +08:00
ac178ca5c1
[legacy] move builder and registry to legacy ( #4603 )
2023-09-05 21:53:10 +08:00
8accecd55b
[legacy] move engine to legacy ( #4560 )
...
* [legacy] move engine to legacy
* [example] fix seq parallel example
* [example] fix seq parallel example
* [test] test gemini pluging hang
* [test] test gemini pluging hang
* [test] test gemini pluging hang
* [test] test gemini pluging hang
* [test] test gemini pluging hang
* [example] update seq parallel requirements
2023-09-05 21:53:10 +08:00
89fe027787
[legacy] move trainer to legacy ( #4545 )
...
* [legacy] move trainer to legacy
* [doc] update docs related to trainer
* [test] ignore legacy test
2023-09-05 21:53:10 +08:00
bd18678478
[test] fix gemini checkpoint and gpt test ( #4620 )
2023-09-05 16:02:23 +08:00
807e01a4ba
[zero] hotfix master param sync ( #4618 )
...
* [zero] add method to update master params
* [zero] update zero plugin
* [plugin] update low level zero plugin
2023-09-05 15:04:02 +08:00
e71d245293
[test] ignore gpt2 shardformer test ( #4619 )
2023-09-05 14:21:31 +08:00
ec0866804c
[shardformer] update shardformer readme ( #4617 )
...
[shardformer] update shardformer readme
[shardformer] update shardformer readme
2023-09-05 13:14:41 +08:00
86d22581e4
[shardformer] Add overlap optional for HybridParallelPlugin ( #4615 )
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* add optional overlap for plugin
* remove fixed todo
2023-09-05 11:52:23 +08:00
a39a5c66fe
Merge branch 'main' into feature/shardformer
2023-09-04 23:43:13 +08:00
e79b1e80e2
[checkpointio] support huggingface from_pretrained for all plugins ( #4606 )
2023-09-04 23:25:01 +08:00
0a94fcd351
[shardformer] update bert finetune example with HybridParallelPlugin ( #4584 )
...
* [shardformer] fix opt test hanging
* fix
* test
* test
* test
* fix test
* fix test
* remove print
* add fix
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] fix epoch change
* [shardformer] broadcast add pp group
* [shardformer] fix opt test hanging
* fix
* test
* test
* [shardformer] zero1+pp and the corresponding tests (#4517 )
* pause
* finish pp+zero1
* Update test_shard_vit.py
* [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
* [shardformer] fix emerged bugs after updating transformers (#4526 )
* test
* fix test
* fix test
* remove print
* add fix
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] Add overlap support for gpt2 (#4535 )
* add overlap support for gpt2
* remove unused code
* remove unused code
* [shardformer] support pp+tp+zero1 tests (#4531 )
* [shardformer] fix opt test hanging
* fix
* test
* test
* test
* fix test
* fix test
* remove print
* add fix
* [shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] fix submodule replacement bug when enabling pp (#4544 )
* [shardformer] support sharded optimizer checkpointIO of HybridParallelPlugin (#4540 )
* implement sharded optimizer saving
* add more param info
* finish implementation of sharded optimizer saving
* fix bugs in optimizer sharded saving
* add pp+zero test
* param group loading
* greedy loading of optimizer
* fix bug when loading
* implement optimizer sharded saving
* add optimizer test & arrange checkpointIO utils
* fix gemini sharding state_dict
* add verbose option
* add loading of master params
* fix typehint
* fix master/working mapping in fp16 amp
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] add bert finetune example
* [shardformer] fix epoch change
* [shardformer] broadcast add pp group
* rebase feature/shardformer
* update pipeline
* [shardformer] fix
* [shardformer] fix
* [shardformer] bert finetune fix
* [shardformer] add all_reduce operation to loss
add all_reduce operation to loss
* [shardformer] make compatible with pytree.
make compatible with pytree.
* [shardformer] disable tp
disable tp
* [shardformer] add 3d plugin to ci test
* [shardformer] update num_microbatches to None
* [shardformer] update microbatchsize
* [shardformer] update assert
* update scheduler
* update scheduler
---------
Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com>
Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: Baizhou Zhang <eddiezhang@pku.edu.cn>
2023-09-04 21:46:29 +08:00
24c0768795
[shardformer] Pytree fix ( #4533 )
...
* pytree test
* test bert
* test bert
* test bert
* revise
* add register
* add register
2023-09-04 17:52:23 +08:00
aaeb520ce3
Merge pull request #4542 from hpcaitech/chatglm
...
[coati] Add chatglm in coati
2023-09-04 16:09:45 +08:00
8d7b02290f
[doc] add llama2 benchmark ( #4604 )
...
* [doc] add llama2 benchmark
* [doc] add llama2 benchmark
2023-09-04 13:49:33 +08:00
7a978eb3d0
[DOC] hotfix/llama2news ( #4595 )
...
* [doc] add llama2 news
* [doc] add llama2 news
* [doc] add llama2 news
2023-09-04 11:50:27 +08:00
63ecafb1fb
[checkpointio] optimize zero optim checkpoint io ( #4591 )
...
* [zero] update checkpoint io to save memory
* [checkpointio] add device map to save memory
2023-09-04 11:26:45 +08:00
508ca36fe3
[pipeline] 1f1b schedule receive microbatch size ( #4589 )
2023-09-01 21:45:14 +08:00
cfa607080f
[Fix] Fix compile error ( #4357 )
2023-09-01 18:12:58 +08:00
eb952ea88d
Update Dockerfile ( #4499 )
...
fix dockerfile build
2023-09-01 18:12:34 +08:00
cbac782254
[zero]fix zero ckptIO with offload ( #4529 )
...
* fix zero ckptio with offload
* fix load device
* saved tensors in ckpt should be on CPU
* fix unit test
* fix unit test
* add clear cache
* save memory for CI
2023-09-01 17:41:19 +08:00
38ccb8b1a3
[shardformer] support from_pretrained when loading model with HybridParallelPlugin ( #4575 )
...
* hybrid plugin support huggingface from_pretrained
* add huggingface compatibility tests
* add folder cleaning
* fix bugs
2023-09-01 17:40:01 +08:00
c9625dbb63
[shardformer] support sharded optimizer checkpointIO of HybridParallelPlugin ( #4540 )
...
* implement sharded optimizer saving
* add more param info
* finish implementation of sharded optimizer saving
* fix bugs in optimizer sharded saving
* add pp+zero test
* param group loading
* greedy loading of optimizer
* fix bug when loading
* implement optimizer sharded saving
* add optimizer test & arrange checkpointIO utils
* fix gemini sharding state_dict
* add verbose option
* add loading of master params
* fix typehint
* fix master/working mapping in fp16 amp
2023-08-31 14:50:47 +08:00
2c787d7f47
[shardformer] fix submodule replacement bug when enabling pp ( #4544 )
2023-08-31 09:57:18 +08:00
c7b60f7547
[devops] cancel previous runs in the PR ( #4546 )
2023-08-30 23:07:21 +08:00
f1ae8c9104
[example] change accelerate version ( #4431 )
...
Co-authored-by: Siyuan Tian <siyuant@vmware.com>
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
2023-08-30 22:56:13 +08:00
8e2e1992b8
[example] update streamlit 0.73.1 to 1.11.1 ( #4386 )
2023-08-30 22:54:45 +08:00
ec18fc7340
[shardformer] support pp+tp+zero1 tests ( #4531 )
...
* [shardformer] fix opt test hanging
* fix
* test
* test
* test
* fix test
* fix test
* remove print
* add fix
* [shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
2023-08-30 21:29:18 +08:00
12c95a9fed
fix runtime prepare pass ( #4502 )
...
Co-authored-by: lufang.chen <lufang.chen@nio.com>
2023-08-30 17:29:38 +08:00
9f852f2489
keep requirements same with main branch
2023-08-30 16:27:12 +08:00
d367b88785
[shardformer] fix opt test hanging ( #4521 )
...
* [shardformer] fix opt test hanging
* fix
* test
* test
* test
* fix test
* fix test
* remove print
* add fix
2023-08-30 14:50:34 +08:00
c648dc093f
fix colossalai version in coati examples
2023-08-30 11:14:19 +08:00
661a1ef712
Merge pull request #4541 from ver217/coati/chatglm
...
[coati] update ci
2023-08-30 11:01:41 +08:00
1c43bfd54e
[coati] update ci
2023-08-30 10:55:56 +08:00
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
1467e3b41b
[coati] add chatglm model ( #4539 )
...
* update configuration of chatglm and add support in coati
* add unit test & update chatglm default config & fix bos index issue
* remove chatglm due to oom
* add dataset pkg in requirement-text
* fix parameter issue in test_models
* add ref in tokenize & rm unnessary parts
* separate source & target tokenization in chatglm
* add unit test to chatglm
* fix test dataset issue
* update truncation of chatglm
* fix Colossalai version
* fix colossal ai version in test
2023-08-29 17:58:51 +08:00
0387a47e63
[shardformer] fix emerged bugs after updating transformers ( #4526 )
2023-08-29 11:25:05 +08:00
0b00def881
[example] add llama2 example ( #4527 )
...
* [example] transfer llama-1 example
* [example] fit llama-2
* [example] refactor scripts folder
* [example] fit new gemini plugin
* [cli] fix multinode runner
* [example] fit gemini optim checkpoint
* [example] refactor scripts
* [example] update requirements
* [example] update requirements
* [example] rename llama to llama2
* [example] update readme and pretrain script
* [example] refactor scripts
2023-08-28 17:59:11 +08:00
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
376533a564
[shardformer] zero1+pp and the corresponding tests ( #4517 )
...
* pause
* finish pp+zero1
* Update test_shard_vit.py
2023-08-28 10:51:16 +08:00
44eab2b27f
[shardformer] support sharded checkpoint IO for models of HybridParallelPlugin ( #4506 )
...
* add APIs
* implement save_sharded_model
* add test for hybrid checkpointio
* implement naive loading for sharded model
* implement efficient sharded model loading
* open a new file for hybrid checkpoint_io
* small fix
* fix circular importing
* fix docstring
* arrange arguments and apis
* small fix
2023-08-25 22:04:57 +08:00
de8a65babc
[shardformer] opt fix. ( #4514 )
...
* [shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
* fix
fix
fix
fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* activate checks
* [Test] test ci
* test ci
* test ci
* test ci
* test ci
* test ci
* test ci
* fix
2023-08-25 19:41:24 +08:00
839847b7d7
[zero]support zero2 with gradient accumulation ( #4511 )
...
* support gradient accumulation with zero2
* fix type
2023-08-25 13:44:07 +08:00
c0efc3ebcb
[format] applied code formatting on changed files in pull request 4479 ( #4504 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-08-25 10:00:53 +08:00
Hongxin Liu