Commit Graph

2850 Commits

Author SHA1 Message Date
Jiarui Fang
67b4928244
[zero] polish init context (#645) 2022-04-02 15:52:04 +08:00
ver217
f5d3a9c2b0
polish checkpoint docstring (#637) 2022-04-02 13:34:33 +08:00
HELSON
055fbf5be6
[zero] adapt zero for unsharded paramters (Optimizer part) (#601) 2022-04-01 20:10:47 +08:00
KAIYUAN GAN
229382c844
[NFC] polish colossalai/kernel/cuda_native/csrc/kernels/cuda_util.cu code stype (#625) 2022-04-01 17:45:53 +08:00
アマデウス
354b7954d1
[model checkpoint] added unit tests for checkpoint save/load (#599) 2022-04-01 16:53:32 +08:00
アマデウス
28b515d610
[model checkpoint] updated checkpoint hook (#598) 2022-04-01 16:53:03 +08:00
アマデウス
77ad24bf94
[model checkpoint] updated saving/loading for 3d layers (#597) 2022-04-01 16:52:47 +08:00
アマデウス
93089ed708
[model checkpoint] updated saving/loading for 2.5d layers (#596) 2022-04-01 16:52:33 +08:00
アマデウス
6302069c0e
[model checkpoint] updated communication ops for cpu tensors (#590) 2022-04-01 16:52:20 +08:00
アマデウス
c50bfb807b
[model checkpoint] updated saving/loading for 1d layers (#594) 2022-04-01 16:51:52 +08:00
アマデウス
7636d518e1
[model checkpoint] updated saving/loading for 2d layers (#595) 2022-04-01 16:50:34 +08:00
アマデウス
cd13b63832
[model checkpoint] reworked unified layers for ease of save/load states (#593) 2022-04-01 16:49:56 +08:00
アマデウス
acae68eb04
[model checkpoint] updated checkpoint save/load utils (#592) 2022-04-01 16:49:21 +08:00
Ziyue Jiang
1c40ee8749
[TP] add assert for tp1d (#621) 2022-04-01 16:44:23 +08:00
ver217
369a288bf3
polish utils docstring (#620) 2022-04-01 16:36:47 +08:00
ver217
e619a651fb
polish optimizer docstring (#619) 2022-04-01 16:27:03 +08:00
ver217
8432dc7080
polish moe docsrting (#618) 2022-04-01 16:15:36 +08:00
ver217
c5b488edf8
polish amp docstring (#616) 2022-04-01 16:09:39 +08:00
ver217
f69507dd22
update rst (#615) 2022-04-01 15:46:38 +08:00
FredHuang99
93f14d2a33
[zero] test zero tensor utils (#609) 2022-04-01 15:16:59 +08:00
ver217
0ef8819c67
polish docstring of zero (#612) 2022-04-01 14:50:56 +08:00
LuGY
02b187c14f
[zero] add sampling time for memstats collector (#610) 2022-04-01 14:03:00 +08:00
ver217
9bee119104
[hotfix] fix sharded optim zero grad (#604)
* fix sharded optim zero grad

* polish comments
2022-04-01 12:41:20 +08:00
アマデウス
297b8baae2
[model checkpoint] add gloo groups for cpu tensor communication (#589) 2022-04-01 10:15:52 +08:00
アマデウス
54e688b623
moved ensure_path_exists to utils.common (#591) 2022-04-01 09:46:33 +08:00
Jiarui Fang
e956d93ac2
[refactor] memory utils (#577) 2022-04-01 09:22:33 +08:00
ver217
104cbbb313
[hotfix] add hybrid adam to __init__ (#584) 2022-03-31 19:08:34 +08:00
HELSON
e6d50ec107
[zero] adapt zero for unsharded parameters (#561)
* support existing sharded and unsharded parameters in zero

* add unitest for moe-zero model init

* polish moe gradient handler
2022-03-31 18:34:11 +08:00
LuGY
13ed4b6441
[model zoo] add activation offload for gpt model (#582) 2022-03-31 17:42:20 +08:00
Wesley
46c9ba33da update code format 2022-03-31 17:15:08 +08:00
Wesley
666cfd094a fix parallel_input flag for Linear1D_Col gather_output 2022-03-31 17:15:08 +08:00
BoxiangW
a9f778f1b1
[tool] create .clang-format for pre-commit (#578)
Change the clang-format style to google style
2022-03-31 16:34:00 +08:00
ver217
7c6c427db1
[zero] trace states of fp16/32 grad and fp32 param (#571) 2022-03-31 16:26:54 +08:00
Jiarui Fang
7675366fce
[polish] rename col_attr -> colo_attr (#558) 2022-03-31 12:25:45 +08:00
Liang Bowen
2c45efc398
html refactor (#555) 2022-03-31 11:36:56 +08:00
Jiarui Fang
d1211148a7
[utils] update colo tensor moving APIs (#553) 2022-03-30 23:13:24 +08:00
LuGY
c44d797072
[docs] updatad docs of hybrid adam and cpu adam (#552) 2022-03-30 18:14:59 +08:00
ver217
014bac0c49
[zero] hijack p.grad in sharded model (#554)
* hijack p.grad in sharded model

* polish comments

* polish comments
2022-03-30 18:14:50 +08:00
Jiarui Fang
f552b11294
[zero] label state for param fp16 and grad (#551) 2022-03-30 15:57:46 +08:00
github-actions[bot]
92f4224867
Automated submodule synchronization (#501) 2022-03-30 14:06:23 +08:00
Jiarui Fang
214da761d4
[zero] add stateful tensor (#549) 2022-03-30 13:51:37 +08:00
Jiarui Fang
107b99ddb1
[zero] dump memory stats for sharded model (#548) 2022-03-30 09:38:44 +08:00
Ziyue Jiang
763dc325f1
[TP] Add gather_out arg to Linear (#541) 2022-03-30 09:35:46 +08:00
HELSON
8c90d4df54
[zero] add zero context manager to change config during initialization (#546) 2022-03-29 17:57:59 +08:00
Liang Bowen
ec5086c49c Refactored docstring to google style 2022-03-29 17:17:47 +08:00
Jiarui Fang
53b1b6e340
[zero] non model data tracing (#545) 2022-03-29 15:45:48 +08:00
Jie Zhu
73d36618a6
[profiler] add MemProfiler (#356)
* 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
2022-03-29 12:48:34 +08:00
ver217
fb841dd5c5
[zero] optimize grad offload (#539)
* optimize grad offload

* polish code

* polish code
2022-03-29 12:48:00 +08:00
Jiarui Fang
7d81b5b46e
[logging] polish logger format (#543) 2022-03-29 10:37:11 +08:00
ver217
1f90a3b129
[zero] polish ZeroInitContext (#540) 2022-03-29 09:09:04 +08:00