binmakeswell
089c365fa0
[doc] add Series A Funding and NeurIPS news ( #4377 )
...
* [doc] add Series A Funding and NeurIPS news
* [kernal] fix mha kernal
* [CI] skip moe
* [CI] fix requirements
1 year ago
flybird1111
38b792aab2
[coloattention] fix import error ( #4380 )
...
fixed an import error
1 year ago
flybird1111
25c57b9fb4
[fix] coloattention support flash attention 2 ( #4347 )
...
Improved ColoAttention interface to support flash attention 2. Solved #4322
1 year ago
Hongxin Liu
16bf4c0221
[test] remove useless tests ( #4359 )
...
* [test] remove legacy zero test
* [test] remove lazy distribute test
* [test] remove outdated checkpoint io
1 year ago
LuGY
03654c0ce2
fix localhost measurement ( #4320 )
1 year ago
LuGY
45b08f08cb
[zero] optimize the optimizer step time ( #4221 )
...
* optimize the optimizer step time
* fix corner case
* polish
* replace all-reduce with all-gather
* set comm device to cuda
1 year ago
LuGY
1a49a5ea00
[zero] support shard optimizer state dict of zero ( #4194 )
...
* support shard optimizer of zero
* polish code
* support sync grad manually
1 year ago
LuGY
dd7cc58299
[zero] add state dict for low level zero ( #4179 )
...
* add state dict for zero
* fix unit test
* polish
1 year ago
LuGY
c668801d36
[zero] allow passing process group to zero12 ( #4153 )
...
* allow passing process group to zero12
* union tp-zero and normal-zero
* polish code
1 year ago
LuGY
79cf1b5f33
[zero]support no_sync method for zero1 plugin ( #4138 )
...
* support no sync for zero1 plugin
* polish
* polish
1 year ago
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
1 year ago
dayellow
a50d39a143
[NFC] fix: format ( #4270 )
...
* [NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style
* [NFC] polish colossalai/communication/utils.py code style
---------
Co-authored-by: Minghao Huang <huangminghao@luchentech.com>
1 year ago
Wenhao Chen
fee553288b
[NFC] polish runtime_preparation_pass style ( #4266 )
1 year ago
YeAnbang
3883db452c
[NFC] polish unary_elementwise_generator.py code style ( #4267 )
...
Co-authored-by: aye42 <aye42@gatech.edu>
1 year ago
梁爽
abe4f971e0
[NFC] polish colossalai/booster/plugin/low_level_zero_plugin.py code style ( #4256 )
...
Co-authored-by: supercooledith <893754954@qq.com>
1 year ago
Yanjia0
c614a99d28
[NFC] polish colossalai/auto_parallel/offload/amp_optimizer.py code style ( #4255 )
1 year ago
ocd_with_naming
85774f0c1f
[NFC] polish colossalai/cli/benchmark/utils.py code style ( #4254 )
1 year ago
Michelle
86cf6aed5b
Fix/format ( #4261 )
...
* revise shardformer readme (#4246 )
* [example] add llama pretraining (#4257 )
* [NFC] polish colossalai/communication/p2p.py code style
---------
Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
Co-authored-by: Qianran Ma <qianranm@luchentech.com>
1 year ago
Jianghai
b366f1d99f
[NFC] Fix format for mixed precision ( #4253 )
...
* [NFC] polish colossalai/booster/mixed_precision/mixed_precision_base.py code style
1 year ago
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
1 year ago
Hongxin Liu
fc5cef2c79
[lazy] support init on cuda ( #4269 )
...
* [lazy] support init on cuda
* [test] update lazy init test
* [test] fix transformer version
1 year ago
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
1 year ago
Jianghai
9a4842c571
revise shardformer readme ( #4246 )
1 year ago
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
1 year ago
Frank Lee
190a6ea9c2
[dtensor] fixed readme file name and removed deprecated file ( #4162 )
1 year ago
Hongxin Liu
1908caad38
[cli] hotfix launch command for multi-nodes ( #4165 )
1 year ago
digger yu
2ac24040eb
fix some typo colossalai/shardformer ( #4160 )
1 year ago
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>
1 year ago
Frank Lee
89f45eda5a
[shardformer] added development protocol for standardization ( #4149 )
1 year ago
Frank Lee
1fb0d95df0
[shardformer] made tensor parallelism configurable ( #4144 )
...
* [shardformer] made tensor parallelism configurable
* polish code
1 year ago
Frank Lee
74257cb446
[shardformer] refactored some doc and api ( #4137 )
...
* [shardformer] refactored some doc and api
* polish code
1 year ago
jiangmingyan
7f9b30335b
[shardformer] write an shardformer example with bert finetuning ( #4126 )
...
* [shardformer] add benchmark of shardformer
* [shardformer] add benchmark of shardformer
1 year ago
Frank Lee
ae035d305d
[shardformer] added embedding gradient check ( #4124 )
1 year ago
Frank Lee
44a190e6ac
[shardformer] import huggingface implicitly ( #4101 )
1 year ago
Frank Lee
6a88bae4ec
[shardformer] integrate with data parallelism ( #4103 )
1 year ago
Frank Lee
f3b6aaa6b7
[shardformer] supported fused normalization ( #4112 )
1 year ago
Frank Lee
b1c2901530
[shardformer] supported bloom model ( #4098 )
1 year ago
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
1 year ago
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
1 year ago
Frank Lee
d33a44e8c3
[shardformer] refactored layernorm ( #4086 )
1 year ago
Frank Lee
c4b1b65931
[test] fixed tests failed due to dtensor change ( #4082 )
...
* [test] fixed tests failed due to dtensor change
* polish code
1 year ago
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
1 year ago
Frank Lee
70c58cfd4f
[shardformer] supported fused qkv checkpoint ( #4073 )
1 year ago
FoolPlayer
0803a61412
[shardformer] add linearconv1d test ( #4067 )
...
* add linearconv1d test
* add linearconv1d test
1 year ago
Frank Lee
8eb09a4c69
[shardformer] support module saving and loading ( #4062 )
...
* [shardformer] support module saving and loading
* polish code
1 year ago
FoolPlayer
7740c55c55
support kit use for bert/gpt test ( #4055 )
...
* support kit use for bert test
* support kit test for gpt2
1 year ago
Frank Lee
f22ddacef0
[shardformer] refactored the shardformer layer structure ( #4053 )
1 year ago
Frank Lee
58df720570
[shardformer] adapted T5 and LLaMa test to use kit ( #4049 )
...
* [shardformer] adapted T5 and LLaMa test to use kit
* polish code
1 year ago
FoolPlayer
4021b9a8a2
[shardformer] add gpt2 test and layer class refactor ( #4041 )
...
* add gpt2 test and layer class refactor
* add dropout in gpt2 policy
1 year ago
Frank Lee
d857f3dbba
[shardformer] supported T5 and its variants ( #4045 )
1 year ago