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826 Commits (6ccecc0c6984b2fe03d3b1718a79fa170d53a430)

Author SHA1 Message Date
flybird1111 458ae331ad
[kernel] updated unittests for coloattention (#4389) 
Updated coloattention tests of checking outputs and gradients
 2023-08-09 14:24:45 +08:00
flybird1111 38b792aab2
[coloattention] fix import error (#4380) 
fixed an import error
 2023-08-04 16:28:41 +08:00
flybird1111 25c57b9fb4
[fix] coloattention support flash attention 2 (#4347) 
Improved ColoAttention interface to support flash attention 2. Solved #4322
 2023-08-04 13:46:22 +08:00
Hongxin Liu 16bf4c0221
[test] remove useless tests (#4359) 
* [test] remove legacy zero test

* [test] remove lazy distribute test

* [test] remove outdated checkpoint io
 2023-08-01 18:52:14 +08:00
LuGY 1a49a5ea00 [zero] support shard optimizer state dict of zero (#4194) 
* support shard optimizer of zero

* polish code

* support sync grad manually
 2023-07-31 22:13:29 +08:00
LuGY dd7cc58299 [zero] add state dict for low level zero (#4179) 
* add state dict for zero

* fix unit test

* polish
 2023-07-31 22:13:29 +08:00
LuGY c668801d36 [zero] allow passing process group to zero12 (#4153) 
* allow passing process group to zero12

* union tp-zero and normal-zero

* polish code
 2023-07-31 22:13:29 +08:00
LuGY 79cf1b5f33 [zero]support no_sync method for zero1 plugin (#4138) 
* support no sync for zero1 plugin

* polish

* polish
 2023-07-31 22:13:29 +08:00
LuGY c6ab96983a [zero] refactor low level zero for shard evenly (#4030) 
* 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
Baizhou Zhang c6f6005990
[checkpointio] Sharded Optimizer Checkpoint for Gemini Plugin (#4302) 
* 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
Hongxin Liu fc5cef2c79
[lazy] support init on cuda (#4269) 
* [lazy] support init on cuda

* [test] update lazy init test

* [test] fix transformer version
 2023-07-19 16:43:01 +08:00
Cuiqing Li 4b977541a8
[Kernels] added triton-implemented of self attention for colossal-ai (#4241) 
* 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
Baizhou Zhang 58913441a1
Next commit [checkpointio] Unsharded Optimizer Checkpoint for Gemini Plugin (#4141) 
* [checkpointio] unsharded optimizer checkpoint for Gemini plugin

* [checkpointio] unsharded optimizer checkpoint for Gemini using all_gather
 2023-07-07 16:33:06 +08:00
github-actions[bot] 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
Frank Lee 1fb0d95df0 [shardformer] made tensor parallelism configurable (#4144) 
* [shardformer] made tensor parallelism configurable

* polish code
 2023-07-04 16:05:01 +08:00
Frank Lee 74257cb446 [shardformer] refactored some doc and api (#4137) 
* [shardformer] refactored some doc and api

* polish code
 2023-07-04 16:05:01 +08:00
Frank Lee ae035d305d [shardformer] added embedding gradient check (#4124) 2023-07-04 16:05:01 +08:00
Frank Lee 6a88bae4ec [shardformer] integrate with data parallelism (#4103) 2023-07-04 16:05:01 +08:00
Frank Lee f3b6aaa6b7 [shardformer] supported fused normalization (#4112) 2023-07-04 16:05:01 +08:00
Frank Lee b1c2901530 [shardformer] supported bloom model (#4098) 2023-07-04 16:05:01 +08:00
Kun Lin 8af29ee47a [shardformer] support vision transformer (#4096) 
* 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
jiangmingyan ac80937138 [shardformer] shardformer support opt models (#4091) 
* [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
Frank Lee d33a44e8c3 [shardformer] refactored layernorm (#4086) 2023-07-04 16:05:01 +08:00
Frank Lee c4b1b65931 [test] fixed tests failed due to dtensor change (#4082) 
* [test] fixed tests failed due to dtensor change

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 92f6791095 [shardformer] Add layernorm (#4072) 
* 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
Frank Lee 70c58cfd4f [shardformer] supported fused qkv checkpoint (#4073) 2023-07-04 16:05:01 +08:00
FoolPlayer 0803a61412 [shardformer] add linearconv1d test (#4067) 
* add linearconv1d test

* add linearconv1d test
 2023-07-04 16:05:01 +08:00
Frank Lee 8eb09a4c69 [shardformer] support module saving and loading (#4062) 
* [shardformer] support module saving and loading

* polish code
 2023-07-04 16:05:01 +08:00
FoolPlayer 7740c55c55 support kit use for bert/gpt test (#4055) 
* support kit use for bert test

* support kit test for gpt2
 2023-07-04 16:05:01 +08:00
Frank Lee f22ddacef0 [shardformer] refactored the shardformer layer structure (#4053) 2023-07-04 16:05:01 +08:00
Frank Lee 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
FoolPlayer 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
Frank Lee d857f3dbba [shardformer] supported T5 and its variants (#4045) 2023-07-04 16:05:01 +08:00
Frank Lee c1d5453e9f [shardformer] adapted llama to the new API (#4036) 2023-07-04 16:05:01 +08:00
FoolPlayer 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
FoolPlayer 507c0ad368 add vocabembedding layer 2023-07-04 16:05:01 +08:00
Frank Lee 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
FoolPlayer dfca9678fa integrate with dist layer (#4011) 2023-07-04 16:05:01 +08:00
Frank Lee 015af592f8 [shardformer] integrated linear 1D with dtensor (#3996) 
* [shardformer] integrated linear 1D with dtensor

* polish code
 2023-07-04 16:05:01 +08:00
Frank Lee 611971248c [device] support init device mesh from process group (#3990) 2023-07-04 16:05:01 +08:00
FoolPlayer 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
wukong1992 c1c672d0f0 [shardformer] shardformer support t5 model (#3994) 
test t5
 2023-07-04 16:05:01 +08:00
wukong1992 6b30dfb7ce [shardformer] support llama model using shardformer (#3969) 
adjust layer attr
 2023-07-04 16:05:01 +08:00
FoolPlayer 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
FoolPlayer 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
Baizhou Zhang 0bb0b481b4 [gemini] fix argument naming during chunk configuration searching 2023-06-25 13:34:15 +08:00
github-actions[bot] 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
Frank Lee a5883aa790
[test] fixed codefactor format report (#4026) 2023-06-16 18:23:02 +08:00
Baizhou Zhang 822c3d4d66
[checkpointio] sharded optimizer checkpoint for DDP plugin (#4002) 2023-06-16 14:14:05 +08:00
Wenhao Chen 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