YuliangLiu0306
b167258b6a
[pipeline]refactor ppschedule to support tensor list ( #1050 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
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* refactor ppschedule to support tensor list
* polish
3 years ago
Frank Lee
e4685832f8
[engine] fixed bug in gradient accumulation dataloader to keep the last step ( #1030 )
3 years ago
YuliangLiu0306
32a45cd7ef
[pipelinable]use pipelinable to support GPT model. ( #903 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
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* [pipelinable]use pipelinable to support GPT model.
* fix a bug caused by ShardedModel
* polish
* fix front func list
3 years ago
Frank Lee
11f54c7b6b
[doc] improved docstring and assertion messages for the engine module ( #871 )
3 years ago
Jiarui Fang
681addb512
[refactor] moving grad acc logic to engine ( #804 )
3 years ago
Jiarui Fang
4d9332b4c5
[refactor] moving memtracer to gemini ( #801 )
3 years ago
HELSON
84c6700b2a
[zero] refactor memstats_collector ( #746 )
3 years ago
Jiarui Fang
4d90a7b513
[refactor] zero directory ( #724 )
3 years ago
Jiarui Fang
193dc8dacb
[refactor] refactor the memory utils ( #715 )
3 years ago
HELSON
ee112fe1da
[zero] adapt zero hooks for unsharded module ( #699 )
3 years ago
ver217
3c9cd5bb5e
[zero] stateful tensor manager ( #687 )
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* [WIP] stateful tensor manager
* add eviction strategy
* polish code
* polish code
* polish comment
* add unit test
* fix sampler bug
* polish code
* fix max sampling cnt resetting bug
* fix sampler bug
* polish code
* fix bug
* fix unit test
Co-authored-by: jiaruifang <fangjiarui123@gmail.com>
3 years ago
YuliangLiu0306
0ed7042f42
[pipeline] refactor pipeline ( #679 )
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* refactor pipeline---put runtime schedule into engine.
* add type hint for schedule Optional[BaseSchedule]
* preprocess schedule during engine initializing
* infer pipeline schedule params from config
3 years ago
RichardoLuo
ad1e7ab2b2
'[NFC] polish <colossalai/engine/_base_engine.py> code style' ( #631 )
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Co-authored-by: RichardoLuo <14049555596@qq.com>
3 years ago
doubleHU
f2da21a827
fix format ( #586 )
3 years ago
fanjinfucool
ffad81e1d1
fix format ( #585 )
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Co-authored-by: fanjifu <FAN>
3 years ago
Maruyama_Aya
d2dc6049b5
fix format ( #580 )
3 years ago
yuxuan-lou
cfb41297ff
'fix/format' ( #573 )
3 years ago
YuliangLiu0306
ade05a5d83
[refactor] pipeline, put runtime schedule into engine. ( #627 )
3 years ago
Jiarui Fang
e956d93ac2
[refactor] memory utils ( #577 )
3 years ago
HELSON
e6d50ec107
[zero] adapt zero for unsharded parameters ( #561 )
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* support existing sharded and unsharded parameters in zero
* add unitest for moe-zero model init
* polish moe gradient handler
3 years ago
Jiarui Fang
7675366fce
[polish] rename col_attr -> colo_attr ( #558 )
3 years ago
ver217
014bac0c49
[zero] hijack p.grad in sharded model ( #554 )
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* hijack p.grad in sharded model
* polish comments
* polish comments
3 years ago
Jiarui Fang
f552b11294
[zero] label state for param fp16 and grad ( #551 )
3 years ago
Jiarui Fang
214da761d4
[zero] add stateful tensor ( #549 )
3 years ago
Liang Bowen
ec5086c49c
Refactored docstring to google style
3 years ago
Jie Zhu
73d36618a6
[profiler] add MemProfiler ( #356 )
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* add memory trainer hook
* fix bug
* add memory trainer hook
* fix import bug
* fix import bug
* add trainer hook
* fix #370 git log bug
* modify `to_tensorboard` function to support better output
* remove useless output
* change the name of `MemProfiler`
* complete memory profiler
* replace error with warning
* finish trainer hook
* modify interface of MemProfiler
* modify `__init__.py` in profiler
* remove unnecessary pass statement
* add usage to doc string
* add usage to trainer hook
* new location to store temp data file
3 years ago
HELSON
a30e2b4c24
[zero] adapt for no-leaf module in zero ( #535 )
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only process module's own parameters in Zero context
add zero hooks for all modules that contrain parameters
gather parameters only belonging to module itself
3 years ago
Jiarui Fang
705f56107c
[zero] refactor model data tracing ( #537 )
3 years ago
Jiarui Fang
4d322b79da
[refactor] remove old zero code ( #517 )
3 years ago
Jiarui Fang
920c5889a7
[zero] add colo move inline ( #521 )
3 years ago
Jiarui Fang
a445e118cf
[polish] polish singleton and global context ( #500 )
3 years ago
Jiarui Fang
b334822163
[zero] polish sharded param name ( #484 )
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* [zero] polish sharded param name
* polish code
* polish
* polish code
* polish
* polsih
* polish
3 years ago
Jiarui Fang
65c0f380c2
[format] polish name format for MOE ( #481 )
3 years ago
ver217
8d3250d74b
[zero] ZeRO supports pipeline parallel ( #477 )
3 years ago
HELSON
aff9d354f7
[MOE] polish moe_env ( #467 )
3 years ago
HELSON
84fd7c1d4d
add moe context, moe utilities and refactor gradient handler ( #455 )
3 years ago
ver217
a241f61b34
[zero] Update initialize for ZeRO ( #458 )
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* polish code
* shard strategy receive pg in shard() / gather()
* update zero engine
* polish code
3 years ago
ver217
9506a8beb2
use double buffer to handle grad
3 years ago
Jiarui Fang
56bb412e72
[polish] use GLOBAL_MODEL_DATA_TRACER ( #417 )
3 years ago
Jiarui Fang
21dc54e019
[zero] memtracer to record cuda memory usage of model data and overall system ( #395 )
3 years ago
ver217
88804aee49
add bucket tensor shard strategy
3 years ago
Xu Kai
54ee8d1254
Fix/format colossalai/engine/paramhooks/( #350 )
3 years ago
yuxuan-lou
3b88eb2259
Flake8 code restyle
3 years ago
Jiarui Fang
44e4891f57
[zero] able to place params on cpu after zero init context ( #365 )
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* place params on cpu after zero init context
* polish code
3 years ago
Jiarui Fang
10e2826426
move async memory to an individual directory ( #345 )
3 years ago
Frank Lee
6a3188167c
set criterion as optional in colossalai initialize ( #336 )
3 years ago
Jie Zhu
3213554cc2
[profiler] add adaptive sampling to memory profiler ( #330 )
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* fix merge conflict
modify unit test
remove unnessesary log info
reformat file
* remove unused module
* remove unnecessary sync function
* change doc string style from Google to Sphinx
3 years ago
ver217
1388671699
[zero] Update sharded model v2 using sharded param v2 ( #323 )
3 years ago
Jiarui Fang
11bddb6e55
[zero] update zero context init with the updated test utils ( #327 )
3 years ago
ver217
36f9a74ab2
fix sharded param hook and unit test
3 years ago