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
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
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
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
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
da3cef27ad
[pipeline] fix return_dict/fix pure_pipeline_test ( #4331 )
2023-08-15 23:25:14 +08:00
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
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
b3f5d7a3ba
[shardformer] support pipeline base vit model ( #4284 )
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* 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
083d7da33d
[pipeline] add pipeline support for all T5 models ( #4310 )
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* 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
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
2023-08-15 23:25:14 +08:00
36e546b2cc
[pipeline] add pipeline support for T5Stack/T5EncoderModel ( #4300 )
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* 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
d8408d185c
[pipeline] OPT model pipeline ( #4258 )
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* 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
d921ce8391
[shardformer] support inplace sharding ( #4251 )
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* [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
2a2eacfaf1
[pipeline] support shardformer for GPT2ForQuestionAnswering & complete pipeline support for GPT2 ( #4245 )
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* change for transformers loggers
* add forward for GPT2ForQuestionAnswering
* fix assert
* fix torchrec test
2023-08-15 23:25:14 +08:00
d9be0472ef
[bugs] hot fix some testing bugs for new models ( #4268 )
...
* hot fix
* hot fx tracer
2023-08-15 23:25:14 +08:00
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
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
2023-08-15 23:25:14 +08:00
a14d352088
[pipeline] add pipeline forward for variants of gpt2 ( #4238 )
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* 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
208ac8f2ba
[pipeline] Add Pipeline Forward for GPT2Model Shardformer ( #4224 )
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* * 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
37d22f6878
[pipeline] add bloom model pipeline ( #4210 )
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* 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
31bcf867ae
[pipeline] Llama causal lm and llama for sequence classification pipeline ( #4208 )
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* 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
2023-08-15 23:25:14 +08:00
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
2023-08-15 23:25:14 +08:00
1094e0f0d3
[pipeline] Bert pipeline for shardformer and its tests ( #4197 )
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* 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
890774b2fb
[shardformer] support lazy init ( #4202 )
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* [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
f3bcc292c8
[pipeline] move bert related pipeline components to shardformer ( #4187 )
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* move bert related pipeline components to shardformer
* fix bugs
* revision
* fix bert model tests
* fix bert_lm_head model tests
* fix tests
* fix tests
* done checks
* skip bloom
2023-08-15 23:25:14 +08:00
c5ea728016
[pipeline] add bert_for_pretraining bert_lmhead forward and policy ( #4172 )
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* 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
2023-08-15 23:25:14 +08:00
5fc60a3a04
[test] add shard util tests
2023-08-15 23:25:14 +08:00
2d6cc07feb
[test] update shardformer tests
2023-08-15 23:25:14 +08:00
90a65ea682
[pipeline] build bloom model and policy , revise the base class of policy ( #4161 )
...
* 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
2023-08-15 23:25:14 +08:00
c552cefa93
[pipeline]add pipeline policy and bert forward ( #4130 )
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* 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
2023-08-15 23:25:14 +08:00
5c897ddb94
[pipeline] add stage manager ( #4093 )
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* [pipeline] add stage manager
* [test] add pipeline stage manager test
* [pipeline] add docstring for stage manager
2023-08-15 23:25:14 +08:00
e8e7e49243
[pipeline]add pipeline policy and bert forward ( #4130 )
...
* 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
2023-08-15 23:25:14 +08:00
f51ce1bc8e
[pipeline] refactor 1f1b schedule ( #4115 )
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* [api] update optimizer wrapper to fit pipeline
* [pipeline] add base schedule
* [pipeline] add 1f1b schedule
* [test] add pipeline schedule utils test
* [pipeline] fix import
2023-08-15 23:25:14 +08:00
45fdc9b42c
[pipeline] implement p2p communication ( #4100 )
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* [pipeline] add p2p communication
* [test] add p2p communication test
* [test] add rerun decorator
* [test] rename to avoid conflict
2023-08-15 23:25:14 +08:00
422544222f
[pipeline] add stage manager ( #4093 )
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* [pipeline] add stage manager
* [test] add pipeline stage manager test
* [pipeline] add docstring for stage manager
2023-08-15 23:25:14 +08:00
5e1a9d48dd
[cluster] add process group mesh ( #4039 )
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* [cluster] add process group mesh
* [test] add process group mesh test
* force sync
2023-08-15 23:25:14 +08:00
d86ddd9b29
[hotfix] fix unsafe async comm in zero ( #4404 )
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* improve stablility of zero
* fix wrong index
* add record stream
2023-08-11 15:09:24 +08:00
458ae331ad
[kernel] updated unittests for coloattention ( #4389 )
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Updated coloattention tests of checking outputs and gradients
2023-08-09 14:24:45 +08:00
38b792aab2
[coloattention] fix import error ( #4380 )
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fixed an import error
2023-08-04 16:28:41 +08:00
25c57b9fb4
[fix] coloattention support flash attention 2 ( #4347 )
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Improved ColoAttention interface to support flash attention 2. Solved #4322
2023-08-04 13:46:22 +08:00
16bf4c0221
[test] remove useless tests ( #4359 )
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* [test] remove legacy zero test
* [test] remove lazy distribute test
* [test] remove outdated checkpoint io
2023-08-01 18:52:14 +08:00
1a49a5ea00
[zero] support shard optimizer state dict of zero ( #4194 )
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* support shard optimizer of zero
* polish code
* support sync grad manually
2023-07-31 22:13:29 +08:00
dd7cc58299
[zero] add state dict for low level zero ( #4179 )
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* add state dict for zero
* fix unit test
* polish
2023-07-31 22:13:29 +08:00
c668801d36
[zero] allow passing process group to zero12 ( #4153 )
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* allow passing process group to zero12
* union tp-zero and normal-zero
* polish code
2023-07-31 22:13:29 +08:00
79cf1b5f33
[zero]support no_sync method for zero1 plugin ( #4138 )
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* support no sync for zero1 plugin
* polish
* polish
2023-07-31 22:13:29 +08:00
c6ab96983a
[zero] refactor low level zero for shard evenly ( #4030 )
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* refactor low level zero
* fix zero2 and support cpu offload
* avg gradient and modify unit test
* refactor grad store, support layer drop
* refactor bucket store, support grad accumulation
* fix and update unit test of zero and ddp
* compatible with tp, ga and unit test
* fix memory leak and polish
* add zero layer drop unittest
* polish code
* fix import err in unit test
* support diffenert comm dtype, modify docstring style
* polish code
* test padding and fix
* fix unit test of low level zero
* fix pad recording in bucket store
* support some models
* polish
2023-07-31 22:13:29 +08:00
c6f6005990
[checkpointio] Sharded Optimizer Checkpoint for Gemini Plugin ( #4302 )
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* sharded optimizer checkpoint for gemini plugin
* modify test to reduce testing time
* update doc
* fix bug when keep_gatherd is true under GeminiPlugin
2023-07-21 14:39:01 +08:00
fc5cef2c79
[lazy] support init on cuda ( #4269 )
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* [lazy] support init on cuda
* [test] update lazy init test
* [test] fix transformer version
2023-07-19 16:43:01 +08:00
4b977541a8
[Kernels] added triton-implemented of self attention for colossal-ai ( #4241 )
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* added softmax kernel
* added qkv_kernel
* added ops
* adding tests
* upload tets
* fix tests
* debugging
* debugging tests
* debugging
* added
* fixed errors
* added softmax kernel
* clean codes
* added tests
* update tests
* update tests
* added attention
* add
* fixed pytest checking
* add cuda check
* fix cuda version
* fix typo
2023-07-18 23:53:38 +08:00
58913441a1
Next commit [checkpointio] Unsharded Optimizer Checkpoint for Gemini Plugin ( #4141 )
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* [checkpointio] unsharded optimizer checkpoint for Gemini plugin
* [checkpointio] unsharded optimizer checkpoint for Gemini using all_gather
2023-07-07 16:33:06 +08:00
c77b3b19be
[format] applied code formatting on changed files in pull request 4152 ( #4157 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-07-04 16:07:47 +08:00
1fb0d95df0
[shardformer] made tensor parallelism configurable ( #4144 )
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* [shardformer] made tensor parallelism configurable
* polish code
2023-07-04 16:05:01 +08:00
74257cb446
[shardformer] refactored some doc and api ( #4137 )
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* [shardformer] refactored some doc and api
* polish code
2023-07-04 16:05:01 +08:00
ae035d305d
[shardformer] added embedding gradient check ( #4124 )
2023-07-04 16:05:01 +08:00
6a88bae4ec
[shardformer] integrate with data parallelism ( #4103 )
2023-07-04 16:05:01 +08:00
f3b6aaa6b7
[shardformer] supported fused normalization ( #4112 )
2023-07-04 16:05:01 +08:00
b1c2901530
[shardformer] supported bloom model ( #4098 )
2023-07-04 16:05:01 +08:00
8af29ee47a
[shardformer] support vision transformer ( #4096 )
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* 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
ac80937138
[shardformer] shardformer support opt models ( #4091 )
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* [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
d33a44e8c3
[shardformer] refactored layernorm ( #4086 )
2023-07-04 16:05:01 +08:00
c4b1b65931
[test] fixed tests failed due to dtensor change ( #4082 )
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* [test] fixed tests failed due to dtensor change
* polish code
2023-07-04 16:05:01 +08:00
92f6791095
[shardformer] Add layernorm ( #4072 )
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* 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
70c58cfd4f
[shardformer] supported fused qkv checkpoint ( #4073 )
2023-07-04 16:05:01 +08:00
0803a61412
[shardformer] add linearconv1d test ( #4067 )
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* add linearconv1d test
* add linearconv1d test
2023-07-04 16:05:01 +08:00
8eb09a4c69
[shardformer] support module saving and loading ( #4062 )
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* [shardformer] support module saving and loading
* polish code
2023-07-04 16:05:01 +08:00
7740c55c55
support kit use for bert/gpt test ( #4055 )
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* support kit use for bert test
* support kit test for gpt2
2023-07-04 16:05:01 +08:00
f22ddacef0
[shardformer] refactored the shardformer layer structure ( #4053 )
2023-07-04 16:05:01 +08:00
58df720570
[shardformer] adapted T5 and LLaMa test to use kit ( #4049 )
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* [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 )
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* 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 )
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* fix bert downstream with new api
* remove comment line
2023-07-04 16:05:01 +08:00
507c0ad368
add vocabembedding layer
2023-07-04 16:05:01 +08:00
3893fa1a8d
[shardformer] refactored embedding and dropout to parallel module ( #4013 )
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* [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 )
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* [shardformer] integrated linear 1D with dtensor
* polish code
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
f7774ec0f3
[Shardformer] Downstream bert ( #3979 )
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* 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 )
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test t5
2023-07-04 16:05:01 +08:00
6b30dfb7ce
[shardformer] support llama model using shardformer ( #3969 )
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adjust layer attr
2023-07-04 16:05:01 +08:00
a73130482d
[shardformer] Unit test ( #3928 )
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* 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 )
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* 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
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
a5883aa790
[test] fixed codefactor format report ( #4026 )
2023-06-16 18:23:02 +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 )
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* 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
e61ffc77c6
fix typo tests/ ( #3936 )
2023-06-09 09:49:41 +08:00
ddcf58cacf
Revert "[sync] sync feature/shardformer with develop"
2023-06-09 09:41:27 +08:00
eb39154d40
[dtensor] updated api and doc ( #3845 )
2023-06-08 10:18:17 +08:00
ae02d4e4f7
[bf16] add bf16 support ( #3882 )
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* [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
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
6b305a99d6
[booster] torch fsdp fix ckpt ( #3788 )
2023-05-23 16:58:45 +08:00
615e2e5fc1
[test] fixed lazy init test import error ( #3799 )
2023-05-23 11:57:15 +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
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
6050f37776
[booster] removed models that don't support fsdp ( #3744 )
...
Co-authored-by: 纪少敏 <jishaomin@jishaomindeMBP.lan>
2023-05-15 19:35:21 +08:00
afb239bbf8
[devops] update torch version of CI ( #3725 )
...
* [test] fix flop tensor test
* [test] fix autochunk test
* [test] fix lazyinit test
* [devops] update torch version of CI
* [devops] enable testmon
* [devops] fix ci
* [devops] fix ci
* [test] fix checkpoint io test
* [test] fix cluster test
* [test] fix timm test
* [devops] fix ci
* [devops] fix ci
* [devops] fix ci
* [devops] fix ci
* [devops] force sync to test ci
* [test] skip fsdp test
2023-05-15 17:20:56 +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
1f73609adb
[CI] fix typo with tests/ etc. ( #3727 )
...
* fix spelling error with examples/comminity/
* fix spelling error with tests/
* fix some spelling error with tests/ colossalai/ etc.
* fix spelling error with tests/ etc. date:2023.5.10
2023-05-11 16:30:58 +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
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
b49020c1b1
[CI] Update test_sharded_optim_with_sync_bn.py ( #3688 )
...
fix spelling error in line23
change "cudnn_determinstic"=True to "cudnn_deterministic=True"
2023-05-05 18:57:27 +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
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
f313babd11
[gemini] support save state dict in shards ( #3581 )
...
* [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
152239bbfa
[gemini] gemini supports lazy init ( #3379 )
...
* [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
52a933e175
[checkpoint] support huggingface style sharded checkpoint ( #3461 )
...
* [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 )
...
* [test] added spawn decorator
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-04-06 14:51:35 +08:00
933048ad3e
[test] reorganize zero/gemini tests ( #3445 )
2023-04-06 09:38:25 +08:00
ffcdbf0f65
[autoparallel]integrate auto parallel feature with new tracer ( #3408 )
...
* [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
1beb85cc25
[checkpoint] refactored the API and added safetensors support ( #3427 )
...
* [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 )
...
* [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 )
...
* [test] fixed gemini plugin test
* polish code
* polish code
2023-04-03 17:12:22 +08:00
5f2e34e6c9
[booster] implement Gemini plugin ( #3352 )
...
* [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 )
...
* [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 )
...
* [autoparallel] adapt autoparallel with new analyzer
* fix all node handler tests
* polish
* polish
2023-03-30 17:47:24 +08:00
73d3e4d309
[booster] implemented the torch ddd + resnet example ( #3232 )
...
* [booster] implemented the torch ddd + resnet example
* polish code
2023-03-27 10:24:14 +08:00
4d5d8f98a4
[API] implement device mesh manager ( #3221 )
...
* [API] implement device mesh manager
* polish
2023-03-24 13:39:12 +08:00
045afa3ea2
[hotfix] skip torchaudio tracing test ( #3211 )
...
* [hotfix] skip torchaudio tracing test
* fix lazy init test issue
2023-03-24 12:15:33 +08:00
cd142fbefa
[api] implemented the checkpoint io module ( #3205 )
...
* [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 )
...
* [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
019a847432
[Analyzer] fix analyzer tests ( #3197 )
2023-03-22 13:38:11 +08:00
f57d34958b
[FX] refactor experimental tracer and adapt it with hf models ( #3157 )
...
* 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 )
...
* [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 )
...
* 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
7bc0afc901
updated flash attention usage
2023-03-20 17:57:04 +08:00
085e7f4eff
[test] fixed torchrec registration in model zoo ( #3177 )
...
* [test] fixed torchrec registration in model zoo
* polish code
* polish code
* polish code
2023-03-20 16:19:06 +08:00
a9b8402d93
[booster] added the accelerator implementation ( #3159 )
2023-03-20 13:59:24 +08:00
1ad3a636b1
[test] fixed torchrec model test ( #3167 )
...
* [test] fixed torchrec model test
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-03-20 11:40:25 +08:00
6ae8ed0407
[lazyinit] add correctness verification ( #3147 )
...
* [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
ed19290560
[booster] implemented mixed precision class ( #3151 )
...
* [booster] implemented mixed precision class
* polish code
2023-03-17 11:00:15 +08:00
ecd643f1e4
[test] add torchrec models to test model zoo ( #3139 )
2023-03-15 05:46:04 +00:00
14a115000b
[tests] model zoo add torchaudio models ( #3138 )
...
* [tests] model zoo add torchaudio models
* [tests] refactor torchaudio wavernn
* [tests] refactor fx torchaudio tests
2023-03-15 11:51:16 +08:00
6d48eb0560
[test] added transformers models to test model zoo ( #3135 )
2023-03-15 11:26:10 +08:00
a674c63348
[test] added torchvision models to test model zoo ( #3132 )
...
* [test] added torchvision models to test model zoo
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-03-15 10:42:07 +08:00
1216d1e7bd
[tests] diffuser models in model zoo ( #3136 )
...
* [tests] diffuser models in model zoo
* remove useless code
* [tests] add diffusers to requirement-test
2023-03-14 17:20:28 +08:00
2eca4cd376
[DTensor] refactor dtensor with new components ( #3089 )
...
* [DTensor] refactor dtensor with new components
* polish
2023-03-14 16:25:47 +08:00
86ac782d7c
[test] added timm models to test model zoo ( #3129 )
...
* [test] added timm models to test model zoo
* polish code
* polish code
* polish code
* polish code
* polish code
2023-03-14 14:29:18 +08:00
30dd13c450
[autochunk] support complete benchmark ( #3121 )
...
* refact memory code
* dont log free var memory
* add memory align
* update chunk target
* update setting for new memory
* finish test
* update tracer
* update typo
* update test
* add unet test
* add bench
* update bench
* update bench
* init
* support vit
* move to cpu
* add cpu benchmark
2023-03-13 17:42:37 +08:00
fff98f06ed
[analyzer] a minimal implementation of static graph analyzer ( #2852 )
...
* [hotfix] meta tensor default device.
* [siu] add experimental submodules to main branch.
* [siu]
* [siu]
* [analyzer] init.
* [analyzer] readme.
* [analyzer] readme.
* [analyzer] readme.
* [analyzer] readme.
* [test] add test.
* Update symbolic_trace.py
* mark skip tests.
* try except.
* try except.
* try except.
* s
* init
* init
* fix
* skip
* skip
---------
Co-authored-by: Daniel Shao <superdainiu@MININT-PVARVID.fareast.corp.microsoft.com>
Co-authored-by: Daniel Shao <superdainiu@Daniels-Mac.local>
2023-03-10 13:21:05 +08:00
10c61de2f7
[autochunk] support vit ( #3084 )
...
support vit for autochunk
* support some new ops for vit
* fix some bugs
* add test for vit
2023-03-10 10:23:26 +08:00
8e4e8601b7
[DTensor] implement layout converter ( #3055 )
...
* [DTensor] refactor LayoutConverter for DTensor
* polish code
* polish docstring
2023-03-10 09:53:52 +08:00
2ca9728cbb
[autochunk] refactor chunk memory estimation ( #2762 )
...
* refact memory code
* dont log free var memory
* add memory align
* update chunk target
* update setting for new memory
* finish test
* update tracer
* update typo
* update test
2023-03-08 16:22:30 +08:00
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