HELSON
055fbf5be6
[zero] adapt zero for unsharded paramters (Optimizer part) ( #601 )
3 years ago
KAIYUAN GAN
229382c844
[NFC] polish colossalai/kernel/cuda_native/csrc/kernels/cuda_util.cu code stype ( #625 )
3 years ago
アマデウス
28b515d610
[model checkpoint] updated checkpoint hook ( #598 )
3 years ago
アマデウス
77ad24bf94
[model checkpoint] updated saving/loading for 3d layers ( #597 )
3 years ago
アマデウス
93089ed708
[model checkpoint] updated saving/loading for 2.5d layers ( #596 )
3 years ago
アマデウス
6302069c0e
[model checkpoint] updated communication ops for cpu tensors ( #590 )
3 years ago
アマデウス
c50bfb807b
[model checkpoint] updated saving/loading for 1d layers ( #594 )
3 years ago
アマデウス
7636d518e1
[model checkpoint] updated saving/loading for 2d layers ( #595 )
3 years ago
アマデウス
cd13b63832
[model checkpoint] reworked unified layers for ease of save/load states ( #593 )
3 years ago
アマデウス
acae68eb04
[model checkpoint] updated checkpoint save/load utils ( #592 )
3 years ago
Ziyue Jiang
1c40ee8749
[TP] add assert for tp1d ( #621 )
3 years ago
ver217
369a288bf3
polish utils docstring ( #620 )
3 years ago
ver217
e619a651fb
polish optimizer docstring ( #619 )
3 years ago
ver217
8432dc7080
polish moe docsrting ( #618 )
3 years ago
ver217
c5b488edf8
polish amp docstring ( #616 )
3 years ago
ver217
0ef8819c67
polish docstring of zero ( #612 )
3 years ago
LuGY
02b187c14f
[zero] add sampling time for memstats collector ( #610 )
3 years ago
ver217
9bee119104
[hotfix] fix sharded optim zero grad ( #604 )
...
* fix sharded optim zero grad
* polish comments
3 years ago
アマデウス
297b8baae2
[model checkpoint] add gloo groups for cpu tensor communication ( #589 )
3 years ago
アマデウス
54e688b623
moved ensure_path_exists to utils.common ( #591 )
3 years ago
Jiarui Fang
e956d93ac2
[refactor] memory utils ( #577 )
3 years ago
ver217
104cbbb313
[hotfix] add hybrid adam to __init__ ( #584 )
3 years ago
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
3 years ago
Wesley
46c9ba33da
update code format
3 years ago
Wesley
666cfd094a
fix parallel_input flag for Linear1D_Col gather_output
3 years ago
ver217
7c6c427db1
[zero] trace states of fp16/32 grad and fp32 param ( #571 )
3 years ago
Jiarui Fang
7675366fce
[polish] rename col_attr -> colo_attr ( #558 )
3 years ago
Liang Bowen
2c45efc398
html refactor ( #555 )
3 years ago
Jiarui Fang
d1211148a7
[utils] update colo tensor moving APIs ( #553 )
3 years ago
LuGY
c44d797072
[docs] updatad docs of hybrid adam and cpu adam ( #552 )
3 years ago
ver217
014bac0c49
[zero] hijack p.grad in sharded model ( #554 )
...
* 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
Jiarui Fang
107b99ddb1
[zero] dump memory stats for sharded model ( #548 )
3 years ago
Ziyue Jiang
763dc325f1
[TP] Add gather_out arg to Linear ( #541 )
3 years ago
HELSON
8c90d4df54
[zero] add zero context manager to change config during initialization ( #546 )
3 years ago
Liang Bowen
ec5086c49c
Refactored docstring to google style
3 years ago
Jiarui Fang
53b1b6e340
[zero] non model data tracing ( #545 )
3 years ago
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
3 years ago
ver217
fb841dd5c5
[zero] optimize grad offload ( #539 )
...
* optimize grad offload
* polish code
* polish code
3 years ago
Jiarui Fang
7d81b5b46e
[logging] polish logger format ( #543 )
3 years ago
ver217
1f90a3b129
[zero] polish ZeroInitContext ( #540 )
3 years ago
Jiarui Fang
c11ff81b15
[zero] get memory usage of sharded optim v2. ( #542 )
3 years ago
HELSON
a30e2b4c24
[zero] adapt for no-leaf module in zero ( #535 )
...
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
a590ed0ba3
[zero] improve the accuracy of get_memory_usage of sharded param ( #538 )
3 years ago
Jiarui Fang
37cb70feec
[zero] get memory usage for sharded param ( #536 )
3 years ago
Jiarui Fang
05e33b2578
[zero] fix grad offload ( #528 )
...
* [zero] fix grad offload
* polish code
3 years ago
LuGY
105c5301c3
[zero]added hybrid adam, removed loss scale in adam ( #527 )
...
* [zero]added hybrid adam, removed loss scale of adam
* remove useless code
3 years ago
Jiarui Fang
8d8c5407c0
[zero] refactor model data tracing ( #522 )
3 years ago