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
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
d857f3dbba
[shardformer] supported T5 and its variants ( #4045 )
2023-07-04 16:05:01 +08:00
c1d5453e9f
[shardformer] adapted llama to the new API ( #4036 )
2023-07-04 16:05:01 +08:00
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
e253a07007
[shardformer] updated doc ( #4016 )
2023-07-04 16:05:01 +08:00
df018fc305
support bert with new api
2023-07-04 16:05:01 +08:00
507c0ad368
add vocabembedding layer
2023-07-04 16:05:01 +08:00
45d9384346
[shardformer] removed inplace tensor sharding ( #4018 )
2023-07-04 16:05:01 +08:00
3893fa1a8d
[shardformer] refactored embedding and dropout to parallel module ( #4013 )
...
* [shardformer] refactored embedding and dropout to parallel module
* polish code
2023-07-04 16:05:01 +08:00
dfca9678fa
integrate with dist layer ( #4011 )
2023-07-04 16:05:01 +08:00
015af592f8
[shardformer] integrated linear 1D with dtensor ( #3996 )
...
* [shardformer] integrated linear 1D with dtensor
* polish code
2023-07-04 16:05:01 +08:00
d3bc530849
[shardformer] Refactor shardformer api ( #4001 )
...
* fix an error in readme
* simplify code
* refactor shardformer
* add todo
* remove slicer
* resolve code review
2023-07-04 16:05:01 +08:00
611971248c
[device] support init device mesh from process group ( #3990 )
2023-07-04 16:05:01 +08:00
a2f9af810d
[shardformer] fix an error in readme ( #3988 )
...
* fix an error in readme
* simplify code
2023-07-04 16:05:01 +08:00
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
c1c672d0f0
[shardformer] shardformer support t5 model ( #3994 )
...
test t5
2023-07-04 16:05:01 +08:00
6b30dfb7ce
[shardformer] support llama model using shardformer ( #3969 )
...
adjust layer attr
2023-07-04 16:05:01 +08:00
45927d5527
[shardformer] Add dropout layer in shard model and refactor policy api ( #3949 )
...
* 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
2023-07-04 16:05:01 +08:00
a73130482d
[shardformer] Unit test ( #3928 )
...
* fix bug in slicer, add slicer unit test
* add dropout test
* use pid as dropout seed
* updata dropout test with local pattern
* ad todo
2023-07-04 16:05:01 +08:00
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
79f8d5d54b
[shardformer] add gpt2 policy and modify shard and slicer to support ( #3883 )
...
* add gpt2 policy and modify shard and slicer to support
* remove unused code
* polish code
2023-07-04 16:05:01 +08:00
70173e3123
update README ( #3909 )
2023-07-04 16:05:01 +08:00
ab8a47f830
[shardformer] add Dropout layer support different dropout pattern ( #3856 )
...
* add dropout layer, add dropout test
* modify seed manager as context manager
* add a copy of col_nn.layer
* add dist_crossentropy loss; separate module test
* polish the code
* fix dist crossentropy loss
2023-07-04 16:05:01 +08:00
c594dc2f1c
[shardformer] update readme with modules implement doc ( #3834 )
...
* update readme with modules content
* remove img
2023-07-04 16:05:01 +08:00
4972e1f40e
[shardformer] refactored the user api ( #3828 )
...
* [shardformer] refactored the user api
* polish code
2023-07-04 16:05:01 +08:00
235792f170
[shardformer] updated readme ( #3827 )
2023-07-04 16:05:01 +08:00
8cc11235c0
[shardformer]: Feature/shardformer, add some docstring and readme ( #3816 )
...
* init shardformer code structure
* add implement of sharder (inject and replace)
* add implement of replace layer to colossal layer
* separate different layer policy, add some notion
* implement 1d and 2d slicer, can tell col or row
* fix bug when slicing and inject model
* fix some bug; add inference test example
* add share weight and train example
* add train
* add docstring and readme
* add docstring for other files
* pre-commit
2023-07-04 16:05:01 +08:00
8d68de767d
[shardformer] init shardformer code structure ( #3731 )
...
* init shardformer code structure
* add implement of sharder (inject and replace)
* add implement of replace layer to colossal layer
* separate different layer policy, add some notion
* implement 1d and 2d slicer, can tell col or row
* fix bug when slicing and inject model
* fix some bug; add inference test example
2023-07-04 16:05:01 +08:00
1350ece492
[hotfix] fix import bug in checkpoint_io ( #4142 )
2023-07-03 22:14:37 +08:00
8abc87798f
fix Tensor is not defined ( #4129 )
2023-07-03 17:10:18 +08:00
7e46bc87b6
fix CheckpointIndexFile is not defined ( #4109 )
2023-07-03 17:09:06 +08:00
09fe9dc704
[nfc]fix ColossalaiOptimizer is not defined ( #4122 )
2023-06-30 17:23:22 +08:00
95e95b6d58
[testing] move pytest to be inside the function ( #4087 )
2023-06-27 11:02:25 +08:00
0bb0b481b4
[gemini] fix argument naming during chunk configuration searching
2023-06-25 13:34:15 +08:00
a52f62082d
[format] applied code formatting on changed files in pull request 4021 ( #4022 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-06-19 11:23:24 +08:00
822c3d4d66
[checkpointio] sharded optimizer checkpoint for DDP plugin ( #4002 )
2023-06-16 14:14:05 +08:00
725af3eeeb
[booster] make optimizer argument optional for boost ( #3993 )
...
* feat: make optimizer optional in Booster.boost
* test: skip unet test if diffusers version > 0.10.2
2023-06-15 17:38:42 +08:00
c9cff7e7fa
[checkpointio] General Checkpointing of Sharded Optimizers ( #3984 )
2023-06-15 15:21:26 +08:00
71fe52769c
[gemini] fixed the gemini checkpoint io ( #3934 )
2023-06-12 15:11:27 +08:00
ddcf58cacf
Revert "[sync] sync feature/shardformer with develop"
2023-06-09 09:41:27 +08:00
24651fdd4f
Merge pull request #3931 from FrankLeeeee/sync/develop-to-shardformer
...
[sync] sync feature/shardformer with develop
2023-06-09 09:34:00 +08:00
ef1537759c
[shardformer] add gpt2 policy and modify shard and slicer to support ( #3883 )
...
* add gpt2 policy and modify shard and slicer to support
* remove unused code
* polish code
2023-06-08 15:01:34 +08:00
6370a935f6
update README ( #3909 )
2023-06-08 15:01:34 +08:00
21a3915c98
[shardformer] add Dropout layer support different dropout pattern ( #3856 )
...
* add dropout layer, add dropout test
* modify seed manager as context manager
* add a copy of col_nn.layer
* add dist_crossentropy loss; separate module test
* polish the code
* fix dist crossentropy loss
2023-06-08 15:01:34 +08:00
997544c1f9
[shardformer] update readme with modules implement doc ( #3834 )
...
* update readme with modules content
* remove img
2023-06-08 15:01:34 +08:00
537a52b7a2
[shardformer] refactored the user api ( #3828 )
...
* [shardformer] refactored the user api
* polish code
2023-06-08 15:01:34 +08:00
bc19024bf9
[shardformer] updated readme ( #3827 )
2023-06-08 15:01:34 +08:00
58f6432416
[shardformer]: Feature/shardformer, add some docstring and readme ( #3816 )
...
* init shardformer code structure
* add implement of sharder (inject and replace)
* add implement of replace layer to colossal layer
* separate different layer policy, add some notion
* implement 1d and 2d slicer, can tell col or row
* fix bug when slicing and inject model
* fix some bug; add inference test example
* add share weight and train example
* add train
* add docstring and readme
* add docstring for other files
* pre-commit
2023-06-08 15:01:34 +08:00
6a69b44dfc
[shardformer] init shardformer code structure ( #3731 )
...
* init shardformer code structure
* add implement of sharder (inject and replace)
* add implement of replace layer to colossal layer
* separate different layer policy, add some notion
* implement 1d and 2d slicer, can tell col or row
* fix bug when slicing and inject model
* fix some bug; add inference test example
2023-06-08 15:01:34 +08:00
eb39154d40
[dtensor] updated api and doc ( #3845 )
2023-06-08 10:18:17 +08:00
de0d7df33f
[nfc] fix typo colossalai/zero ( #3923 )
2023-06-08 00:01:29 +08:00
a9d1cadc49
fix typo with colossalai/trainer utils zero ( #3908 )
2023-06-07 16:08:37 +08:00
d51e83d642
Merge pull request #3916 from FrankLeeeee/sync/dtensor-with-develop
...
[sync] sync feature/dtensor with develop
2023-06-07 11:50:43 +08:00
9c88b6cbd1
[lazy] fix compatibility problem on torch 1.13 ( #3911 )
2023-06-07 11:10:12 +08:00
0e484e6201
[nfc]fix typo colossalai/pipeline tensor nn ( #3899 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
* fix typo colossalai/auto_parallel autochunk fx/passes etc.
* fix typo docs/
* change placememt_policy to placement_policy in docs/ and examples/
* fix typo colossalai/ applications/
* fix typo colossalai/cli fx kernel
* fix typo colossalai/nn
* revert change warmuped
* fix typo colossalai/pipeline tensor nn
2023-06-06 14:07:36 +08:00
c1535ccbba
[doc] fix docs about booster api usage ( #3898 )
2023-06-06 13:36:11 +08:00
1878749753
[nfc] fix typo colossalai/nn ( #3887 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
* fix typo colossalai/auto_parallel autochunk fx/passes etc.
* fix typo docs/
* change placememt_policy to placement_policy in docs/ and examples/
* fix typo colossalai/ applications/
* fix typo colossalai/cli fx kernel
* fix typo colossalai/nn
* revert change warmuped
2023-06-05 16:04:27 +08:00
ae02d4e4f7
[bf16] add bf16 support ( #3882 )
...
* [bf16] add bf16 support for fused adam (#3844 )
* [bf16] fused adam kernel support bf16
* [test] update fused adam kernel test
* [test] update fused adam test
* [bf16] cpu adam and hybrid adam optimizers support bf16 (#3860 )
* [bf16] implement mixed precision mixin and add bf16 support for low level zero (#3869 )
* [bf16] add mixed precision mixin
* [bf16] low level zero optim support bf16
* [text] update low level zero test
* [text] fix low level zero grad acc test
* [bf16] add bf16 support for gemini (#3872 )
* [bf16] gemini support bf16
* [test] update gemini bf16 test
* [doc] update gemini docstring
* [bf16] add bf16 support for plugins (#3877 )
* [bf16] add bf16 support for legacy zero (#3879 )
* [zero] init context support bf16
* [zero] legacy zero support bf16
* [test] add zero bf16 test
* [doc] add bf16 related docstring for legacy zero
2023-06-05 15:58:31 +08:00
8065cc5fba
Modify torch version requirement to adapt torch 2.0 ( #3896 )
2023-06-05 15:57:35 +08:00
dbb32692d2
[lazy] refactor lazy init ( #3891 )
...
* [lazy] remove old lazy init
* [lazy] refactor lazy init folder structure
* [lazy] fix lazy tensor deepcopy
* [test] update lazy init test
2023-06-05 14:20:47 +08:00
70c8cdecf4
[nfc] fix typo colossalai/cli fx kernel ( #3847 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
* fix typo colossalai/auto_parallel autochunk fx/passes etc.
* fix typo docs/
* change placememt_policy to placement_policy in docs/ and examples/
* fix typo colossalai/ applications/
* fix typo colossalai/cli fx kernel
2023-06-02 15:02:45 +08:00
e2d81eba0d
[nfc] fix typo colossalai/ applications/ ( #3831 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
* fix typo colossalai/auto_parallel autochunk fx/passes etc.
* fix typo docs/
* change placememt_policy to placement_policy in docs/ and examples/
* fix typo colossalai/ applications/
2023-05-25 16:19:41 +08:00
3229f93e30
[booster] add warning for torch fsdp plugin doc ( #3833 )
2023-05-25 14:00:02 +08:00
7c9f2ed6dd
[dtensor] polish sharding spec docstring ( #3838 )
...
* [dtensor] polish sharding spec docstring
* [dtensor] polish sharding spec example docstring
2023-05-25 13:09:42 +08:00
7f8203af69
fix typo colossalai/auto_parallel autochunk fx/passes etc. ( #3808 )
2023-05-24 09:01:50 +08:00
6b305a99d6
[booster] torch fsdp fix ckpt ( #3788 )
2023-05-23 16:58:45 +08:00
9265f2d4d7
[NFC]fix typo colossalai/auto_parallel nn utils etc. ( #3779 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
2023-05-23 15:28:20 +08:00
e871e342b3
[API] add docstrings and initialization to apex amp, naive amp ( #3783 )
...
* [mixed_precison] add naive amp demo
* [mixed_precison] add naive amp demo
* [api] add docstrings and initialization to apex amp, naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] fix
* [api] fix
2023-05-23 15:17:24 +08:00
f5c425c898
fixed the example docstring for booster ( #3795 )
2023-05-22 18:10:06 +08:00
72688adb2f
[doc] add booster docstring and fix autodoc ( #3789 )
...
* [doc] add docstr for booster methods
* [doc] fix autodoc
2023-05-22 10:56:47 +08:00
3c07a2846e
[plugin] a workaround for zero plugins' optimizer checkpoint ( #3780 )
...
* [test] refactor torch ddp checkpoint test
* [plugin] update low level zero optim checkpoint
* [plugin] update gemini optim checkpoint
2023-05-19 19:42:31 +08:00
60e6a154bc
[doc] add tutorial for booster checkpoint ( #3785 )
...
* [doc] add checkpoint related docstr for booster
* [doc] add en checkpoint doc
* [doc] add zh checkpoint doc
* [doc] add booster checkpoint doc in sidebar
* [doc] add cuation about ckpt for plugins
* [doc] add doctest placeholder
* [doc] add doctest placeholder
* [doc] add doctest placeholder
2023-05-19 18:05:08 +08:00
32f81f14d4
[NFC] fix typo colossalai/amp auto_parallel autochunk ( #3756 )
2023-05-19 13:50:00 +08:00
5452df63c5
[plugin] torch ddp plugin supports sharded model checkpoint ( #3775 )
...
* [plugin] torch ddp plugin add save sharded model
* [test] fix torch ddp ckpt io test
* [test] fix torch ddp ckpt io test
* [test] fix low level zero plugin test
* [test] fix low level zero plugin test
* [test] add debug info
* [test] add debug info
* [test] add debug info
* [test] add debug info
* [test] add debug info
* [test] fix low level zero plugin test
* [test] fix low level zero plugin test
* [test] remove debug info
2023-05-18 20:05:59 +08:00
2703a37ac9
[amp] Add naive amp demo ( #3774 )
...
* [mixed_precison] add naive amp demo
* [mixed_precison] add naive amp demo
2023-05-18 16:33:14 +08:00
1baeb39c72
[NFC] fix typo with colossalai/auto_parallel/tensor_shard ( #3742 )
...
* fix typo applications/ and colossalai/ date 5.11
* fix typo colossalai/
2023-05-17 11:13:23 +08:00
b37797ed3d
[booster] support torch fsdp plugin in booster ( #3697 )
...
Co-authored-by: 纪少敏 <jishaomin@jishaomindeMBP.lan>
2023-05-15 12:14:38 +08:00
ad6460cf2c
[NFC] fix typo applications/ and colossalai/ ( #3735 )
2023-05-15 11:46:25 +08:00
b7141c36dd
[CI] fix some spelling errors ( #3707 )
...
* fix spelling error with examples/comminity/
* fix spelling error with tests/
* fix some spelling error with tests/ colossalai/ etc.
2023-05-10 17:12:03 +08:00
20068ba188
[booster] add tests for ddp and low level zero's checkpointio ( #3715 )
...
* [booster] update tests for booster
* [booster] update tests for booster
* [booster] update tests for booster
* [booster] update tests for booster
* [booster] update tests for booster
* [booster] update booster tutorials#3717, fix recursive check
2023-05-10 12:17:02 +08:00
6552cbf8e1
[booster] fix no_sync method ( #3709 )
...
* [booster] fix no_sync method
* [booster] add test for ddp no_sync
* [booster] fix merge
* [booster] update unit test
* [booster] update unit test
* [booster] update unit test
2023-05-09 11:10:02 +08:00
3bf09efe74
[booster] update prepare dataloader method for plugin ( #3706 )
...
* [booster] add prepare dataloader method for plug
* [booster] update examples and docstr
2023-05-08 15:44:03 +08:00
f83ea813f5
[example] add train resnet/vit with booster example ( #3694 )
...
* [example] add train vit with booster example
* [example] update readme
* [example] add train resnet with booster example
* [example] enable ci
* [example] enable ci
* [example] add requirements
* [hotfix] fix analyzer init
* [example] update requirements
2023-05-08 10:42:30 +08:00
2629f9717d
[tensor] Refactor handle_trans_spec in DistSpecManager
2023-05-06 17:55:37 +08:00
d0915f54f4
[booster] refactor all dp fashion plugins ( #3684 )
...
* [booster] add dp plugin base
* [booster] inherit dp plugin base
* [booster] refactor unit tests
2023-05-05 19:36:10 +08:00
307894f74d
[booster] gemini plugin support shard checkpoint ( #3610 )
...
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin add shard checkpoint save/load
* gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
* [API Refactoring]gemini plugin support shard checkpoint
---------
Co-authored-by: luchen <luchen@luchendeMBP.lan>
Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>
2023-05-05 14:37:21 +08:00
a22407cc02
[zero] Suggests a minor change to confusing variable names in the ZeRO optimizer. ( #3173 )
...
* Fix confusing variable name in zero opt
* Apply lint
* Fix util func
* Fix minor util func
* Fix zero param optimizer name
2023-04-27 18:43:14 +08:00
50793b35f4
[gemini] accelerate inference ( #3641 )
...
* [gemini] support don't scatter after inference
* [chat] update colossalai strategy
* [chat] fix opt benchmark
* [chat] update opt benchmark
* [gemini] optimize inference
* [test] add gemini inference test
* [chat] fix unit test ci
* [chat] fix ci
* [chat] fix ci
* [chat] skip checkpoint test
2023-04-26 16:32:40 +08:00
4b3240cb59
[booster] add low level zero plugin ( #3594 )
...
* [booster] add low level zero plugin
* [booster] fix gemini plugin test
* [booster] fix precision
* [booster] add low level zero plugin test
* [test] fix booster plugin test oom
* [test] fix booster plugin test oom
* [test] fix googlenet and inception output trans
* [test] fix diffuser clip vision model
* [test] fix torchaudio_wav2vec2_base
* [test] fix low level zero plugin test
2023-04-26 14:37:25 +08:00
b9a8dff7e5
[doc] Fix typo under colossalai and doc( #3618 )
...
* Fixed several spelling errors under colossalai
* Fix the spelling error in colossalai and docs directory
* Cautious Changed the spelling error under the example folder
* Update runtime_preparation_pass.py
revert autograft to autograd
* Update search_chunk.py
utile to until
* Update check_installation.py
change misteach to mismatch in line 91
* Update 1D_tensor_parallel.md
revert to perceptron
* Update 2D_tensor_parallel.md
revert to perceptron in line 73
* Update 2p5D_tensor_parallel.md
revert to perceptron in line 71
* Update 3D_tensor_parallel.md
revert to perceptron in line 80
* Update README.md
revert to resnet in line 42
* Update reorder_graph.py
revert to indice in line 7
* Update p2p.py
revert to megatron in line 94
* Update initialize.py
revert to torchrun in line 198
* Update routers.py
change to detailed in line 63
* Update routers.py
change to detailed in line 146
* Update README.md
revert random number in line 402
2023-04-26 11:38:43 +08:00
12eff9eb4c
[gemini] state dict supports fp16 ( #3590 )
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* [gemini] save state dict support fp16
* [gemini] save state dict shard support fp16
* [gemini] fix state dict
* [gemini] fix state dict
2023-04-19 11:01:48 +08:00
dac127d0ee
[fx] fix meta tensor registration ( #3589 )
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* [meta] fix torch 1.13.1
* [meta] fix torch 2.0.0
* [meta] fix torch 1.13.0
* [meta] polish code
2023-04-18 16:20:36 +08:00
f313babd11
[gemini] support save state dict in shards ( #3581 )
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* [gemini] support state dict shard
* [gemini] add test state dict shard
* [gemini] polish docstr
* [gemini] fix merge
* [gemini] polish code
2023-04-17 17:11:09 +08:00
d329c294ec
Add docstr for zero3 chunk search utils ( #3572 )
2023-04-17 12:44:17 +08:00
173dad0562
[misc] add verbose arg for zero and op builder ( #3552 )
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* [misc] add print verbose
* [gemini] add print verbose
* [zero] add print verbose for low level
* [misc] add print verbose for op builder
2023-04-17 11:25:35 +08:00
4341f5e8e6
[lazyinit] fix clone and deepcopy ( #3553 )
2023-04-17 11:25:13 +08:00
152239bbfa
[gemini] gemini supports lazy init ( #3379 )
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* [gemini] fix nvme optimizer init
* [gemini] gemini supports lazy init
* [gemini] add init example
* [gemini] add fool model
* [zero] update gemini ddp
* [zero] update init example
* add chunk method
* add chunk method
* [lazyinit] fix lazy tensor tolist
* [gemini] fix buffer materialization
* [misc] remove useless file
* [booster] update gemini plugin
* [test] update gemini plugin test
* [test] fix gemini plugin test
* [gemini] fix import
* [gemini] fix import
* [lazyinit] use new metatensor
* [lazyinit] use new metatensor
* [lazyinit] fix __set__ method
2023-04-12 16:03:25 +08:00
366a035552
[checkpoint] Shard saved checkpoint need to be compatible with the naming format of hf checkpoint files ( #3479 )
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* [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format
* [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
---------
Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>
Co-authored-by: luchen <luchen@luchendeMBP.lan>
2023-04-12 16:02:17 +08:00
bcf0cbcbe7
[doc] Add docs for clip args in zero optim ( #3504 )
2023-04-10 11:11:28 +08:00
52a933e175
[checkpoint] support huggingface style sharded checkpoint ( #3461 )
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* [checkpoint] support huggingface style sharded checkpoint
* [checkpoint] support huggingface style sharded checkpoint
* [checkpoint] support huggingface style sharded checkpoint
* [checkpoint] support huggingface style sharded checkpoint
* [checkpoint] support huggingface style sharded checkpoint
---------
Co-authored-by: luchen <luchen@luchendeMBP.lan>
2023-04-06 16:23:39 +08:00
80eba05b0a
[test] refactor tests with spawn ( #3452 )
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* [test] added spawn decorator
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-04-06 14:51:35 +08:00
7d8d825681
[booster] fixed the torch ddp plugin with the new checkpoint api ( #3442 )
2023-04-06 09:43:51 +08:00
8f740deb53
Fix typo ( #3448 )
2023-04-06 09:43:31 +08:00
46c009dba4
[format] Run lint on colossalai.engine ( #3367 )
2023-04-05 23:24:43 +08:00
ffcdbf0f65
[autoparallel]integrate auto parallel feature with new tracer ( #3408 )
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* [autoparallel] integrate new analyzer in module level
* unify the profiling method
* polish
* fix no codegen bug
* fix pass bug
* fix liveness test
* polish
2023-04-04 17:40:45 +08:00
573af84184
[example] update examples related to zero/gemini ( #3431 )
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* [zero] update legacy import
* [zero] update examples
* [example] fix opt tutorial
* [example] fix opt tutorial
* [example] fix opt tutorial
* [example] fix opt tutorial
* [example] fix import
2023-04-04 17:32:51 +08:00
1beb85cc25
[checkpoint] refactored the API and added safetensors support ( #3427 )
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* [checkpoint] refactored the API and added safetensors support
* polish code
2023-04-04 15:23:01 +08:00
26b7aac0be
[zero] reorganize zero/gemini folder structure ( #3424 )
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* [zero] refactor low-level zero folder structure
* [zero] fix legacy zero import path
* [zero] fix legacy zero import path
* [zero] remove useless import
* [zero] refactor gemini folder structure
* [zero] refactor gemini folder structure
* [zero] refactor legacy zero import path
* [zero] refactor gemini folder structure
* [zero] refactor gemini folder structure
* [zero] refactor gemini folder structure
* [zero] refactor legacy zero import path
* [zero] fix test import path
* [zero] fix test
* [zero] fix circular import
* [zero] update import
2023-04-04 13:48:16 +08:00
638a07a7f9
[test] fixed gemini plugin test ( #3411 )
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* [test] fixed gemini plugin test
* polish code
* polish code
2023-04-03 17:12:22 +08:00
5f2e34e6c9
[booster] implement Gemini plugin ( #3352 )
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* [booster] add gemini plugin
* [booster] update docstr
* [booster] gemini plugin add coloparam convertor
* [booster] fix coloparam convertor
* [booster] fix gemini plugin device
* [booster] add gemini plugin test
* [booster] gemini plugin ignore sync bn
* [booster] skip some model
* [booster] skip some model
* [booster] modify test world size
* [booster] modify test world size
* [booster] skip test
2023-03-31 16:06:13 +08:00
1a1d68b053
[moe] add checkpoint for moe models ( #3354 )
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* [moe] add checkpoint for moe models
* [hotfix] fix bugs in unit test
2023-03-31 09:20:33 +08:00
fee2af8610
[autoparallel] adapt autoparallel with new analyzer ( #3261 )
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* [autoparallel] adapt autoparallel with new analyzer
* fix all node handler tests
* polish
* polish
2023-03-30 17:47:24 +08:00
8706a8c66c
[NFC] polish colossalai/engine/gradient_handler/__init__.py code style ( #3329 )
2023-03-30 14:19:39 +08:00
198a74b9fd
[NFC] polish colossalai/context/random/__init__.py code style ( #3327 )
2023-03-30 14:19:26 +08:00
fbd2a9e05b
[hotfix] meta_tensor_compatibility_with_torch2
2023-03-30 13:43:01 +08:00
ad285e1656
[NFC] polish colossalai/fx/tracer/_tracer_utils.py ( #3323 )
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* [NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style
* [NFC] polish colossalai/fx/tracer/_tracer_utils.py code style
---------
Co-authored-by: Qianran Ma <qianranm@luchentech.com>
2023-03-29 17:53:32 +08:00
64350029fe
[NFC] polish colossalai/gemini/paramhooks/_param_hookmgr.py code style
2023-03-29 15:47:42 +08:00
1ce9d0c531
[NFC] polish initializer_data.py code style ( #3287 )
2023-03-29 15:22:21 +08:00
1bed38ef37
[NFC] polish colossalai/cli/benchmark/models.py code style ( #3290 )
2023-03-29 15:22:21 +08:00
964a28678f
[NFC] polish initializer_3d.py code style ( #3279 )
2023-03-29 15:22:21 +08:00
94eec1c5ad
[NFC] polish colossalai/engine/gradient_accumulation/_gradient_accumulation.py code style ( #3277 )
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Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
2023-03-29 15:22:21 +08:00
8af977f223
[NFC] polish colossalai/context/parallel_context.py code style ( #3276 )
2023-03-29 15:22:21 +08:00
1168b50e33
[NFC] polish colossalai/engine/schedule/_pipeline_schedule_v2.py code style ( #3275 )
2023-03-29 15:22:21 +08:00
196d4696d0
[NFC] polish colossalai/nn/_ops/addmm.py code style ( #3274 )
2023-03-29 15:22:21 +08:00
4b95464994
[NFC] polish colossalai/amp/__init__.py code style ( #3272 )
2023-03-29 15:22:21 +08:00
6b3bb2c249
[NFC] polish code style ( #3273 )
2023-03-29 15:22:21 +08:00
4cadb25b96
[NFC] policy colossalai/fx/proxy.py code style ( #3269 )
2023-03-29 15:22:21 +08:00
d58fa705b2
[NFC] polish code style ( #3268 )
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Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-03-29 15:22:21 +08:00
c4a226b729
[NFC] polish tensor_placement_policy.py code style ( #3265 )
2023-03-29 15:22:21 +08:00
00778abc48
[NFC] polish colossalai/fx/passes/split_module.py code style ( #3263 )
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Co-authored-by: csric <richcsr256@gmail.com>
2023-03-29 15:22:21 +08:00
488f37048c
[NFC] polish colossalai/global_variables.py code style ( #3259 )
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Co-authored-by: luchen <luchen@luchendeMBP.lan>
2023-03-29 15:22:21 +08:00
1ff7d5bfa5
[NFC] polish colossalai/engine/gradient_handler/_moe_gradient_handler.py ( #3260 )
2023-03-29 15:22:21 +08:00
204ca2f09a
[NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style ( #3256 )
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Co-authored-by: Minghao Huang <huangminghao@luchentech.com>
2023-03-29 15:22:21 +08:00
02b058032d
[fx] meta registration compatibility ( #3253 )
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* [fx] meta registration compatibility
* fix error
2023-03-27 15:22:17 +08:00
73d3e4d309
[booster] implemented the torch ddd + resnet example ( #3232 )
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* [booster] implemented the torch ddd + resnet example
* polish code
2023-03-27 10:24:14 +08:00
1a229045af
Add interface for colo tesnor dp size ( #3227 )
2023-03-27 09:42:21 +08:00
4d5d8f98a4
[API] implement device mesh manager ( #3221 )
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* [API] implement device mesh manager
* polish
2023-03-24 13:39:12 +08:00
cd142fbefa
[api] implemented the checkpoint io module ( #3205 )
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* [api] implemented the checkpoint io module
* polish code
* polish code
2023-03-23 10:53:17 +08:00
f8289d4221
[lazyinit] combine lazy tensor with dtensor ( #3204 )
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* [lazyinit] lazy tensor add distribute
* [lazyinit] refactor distribute
* [lazyinit] add test dist lazy init
* [lazyinit] add verbose info for dist lazy init
* [lazyinit] fix rnn flatten weight op
* [lazyinit] polish test
* [lazyinit] polish test
* [lazyinit] fix lazy tensor data setter
* [lazyinit] polish test
* [lazyinit] fix clean
* [lazyinit] make materialize inplace
* [lazyinit] refactor materialize
* [lazyinit] refactor test distribute
* [lazyinit] fix requires_grad
* [lazyinit] fix tolist after materialization
* [lazyinit] refactor distribute module
* [lazyinit] polish docstr
* [lazyinit] polish lazy init context
* [lazyinit] temporarily skip test
* [lazyinit] polish test
* [lazyinit] add docstr
2023-03-23 10:53:06 +08:00
e3ad88fb48
[booster] implemented the cluster module ( #3191 )
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* [booster] implemented the cluster module
* polish code
2023-03-22 14:11:54 +08:00
f57d34958b
[FX] refactor experimental tracer and adapt it with hf models ( #3157 )
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* pass gpt trace and meta_prop
* pass t5 trace and meta_prop
* [FX] refactor experimental tracer and adapt it with hf models
* pass all mainstream model zoo
* fix CI
* fix CI
* fix CI
* fix CI
* fix CI
* fix CI
* fix CI
* fix CI
* skip tests
* fix CI
* using packaging version
* polish
2023-03-22 10:40:33 +08:00
e7f3bed2d3
[booster] added the plugin base and torch ddp plugin ( #3180 )
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* [booster] added the plugin base and torch ddp plugin
* polish code
* polish code
* polish code
2023-03-21 17:39:30 +08:00
18dbe76cae
[auto-parallel] add auto-offload feature ( #3154 )
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* add auto-offload feature
* polish code
* fix syn offload runtime pass bug
* add offload example
* fix offload testing bug
* fix example testing bug
2023-03-21 14:17:41 +08:00
258b43317c
[hotfix] layout converting issue ( #3188 )
2023-03-21 13:24:18 +08:00
80aed29cd3
[zero] Refactor ZeroContextConfig class using dataclass ( #3186 )
2023-03-21 12:36:47 +08:00
9d644ff09f
Fix docstr for zero statedict ( #3185 )
2023-03-21 11:48:21 +08:00
7bc0afc901
updated flash attention usage
2023-03-20 17:57:04 +08:00
a9b8402d93
[booster] added the accelerator implementation ( #3159 )
2023-03-20 13:59:24 +08:00
6ae8ed0407
[lazyinit] add correctness verification ( #3147 )
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* [lazyinit] fix shared module
* [tests] add lazy init test utils
* [tests] add torchvision for lazy init
* [lazyinit] fix pre op fn
* [lazyinit] handle legacy constructor
* [tests] refactor lazy init test models
* [tests] refactor lazy init test utils
* [lazyinit] fix ops don't support meta
* [tests] lazy init test timm models
* [lazyinit] fix set data
* [lazyinit] handle apex layers
* [tests] lazy init test transformers models
* [tests] lazy init test torchaudio models
* [lazyinit] fix import path
* [tests] lazy init test torchrec models
* [tests] update torch version in CI
* [tests] revert torch version in CI
* [tests] skip lazy init test
2023-03-17 13:49:04 +08:00
Frank Lee