60 Commits (92f4224867581e741d5a673b6b807b644127fbf7)

Author	SHA1	Message	Date
Jiarui Fang	107b99ddb1	[zero] dump memory stats for sharded model (#548)	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
Jiarui Fang	c11ff81b15	[zero] get memory usage of sharded optim v2. (#542)	3 years ago
Jiarui Fang	705f56107c	[zero] refactor model data tracing (#537)	3 years ago
Jiarui Fang	05e33b2578	[zero] fix grad offload (#528) ... * [zero] fix grad offload * polish code	3 years ago
Jiarui Fang	8d8c5407c0	[zero] refactor model data tracing (#522)	3 years ago
Jiarui Fang	920c5889a7	[zero] add colo move inline (#521)	3 years ago
Jiarui Fang	0bebda6ea5	[zero] fix init device bug in zero init context unittest (#516)	3 years ago
Jiarui Fang	7ef3507ace	[zero] show model data cuda memory usage after zero context init. (#515)	3 years ago
Jiarui Fang	9330be0f3c	[memory] set cuda mem frac (#506)	3 years ago
Jiarui Fang	0035b7be07	[memory] add model data tensor moving api (#503)	3 years ago
Jiarui Fang	a445e118cf	[polish] polish singleton and global context (#500)	3 years ago
HELSON	f24b5ed201	[MOE] remove old MoE legacy (#493)	3 years ago
Jiarui Fang	b334822163	[zero] polish sharded param name (#484) ... * [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
HELSON	7544347145	[MOE] add unitest for MOE experts layout, gradient handler and kernel (#469)	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
Frank Lee	b72b8445c6	optimized context test time consumption (#446)	3 years ago
Jiarui Fang	496cbb0760	[hotfix] fix initialize bug with zero (#442)	3 years ago
Frank Lee	b03b3ae99c	fixed mem monitor device (#433) ... fixed mem monitor device	3 years ago
Jiarui Fang	adebb3e041	[zero] cuda margin space for OS (#418)	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
LuGY	a9c27be42e	Added tensor detector (#393) ... * Added tensor detector * Added the - states * Allowed change include_cpu when detect()	3 years ago
1SAA	907ac4a2dc	fixed error when no collective communication in CommProfiler	3 years ago
HELSON	dfd0363f68	polished output format for communication profiler and pcie profiler (#404) ... fixed typing error	3 years ago
HELSON	7c079d9c33	[hotfix] fixed bugs in ShardStrategy and PcieProfiler (#394)	3 years ago
LuGY	de46450461	Added activation offload (#331) ... * Added activation offload * Fixed the import bug, used the pytest	3 years ago
HELSON	8c18eb0998	[profiler] Fixed bugs in CommProfiler and PcieProfiler (#377)	3 years ago
Jiarui Fang	b5f43acee3	[zero] find miss code (#378)	3 years ago
HELSON	1ed7c24c02	Added PCIE profiler to dectect data transmission (#373)	3 years ago
jiaruifang	d9217e1960	Revert "[zero] bucketized tensor cpu gpu copy (#368)" ... This reverts commit bef05489b6.	3 years ago
Jiarui Fang	00670c870e	[zero] bucketized tensor cpu gpu copy (#368)	3 years ago
Jiarui Fang	ea2872073f	[zero] global model data memory tracer (#360)	3 years ago
HELSON	534e0bb118	Fixed import bug for no-tensorboard environment (#354)	3 years ago
HELSON	c57e089824	[profile] added example for ProfilerContext (#349)	3 years ago
Jiarui Fang	10e2826426	move async memory to an individual directory (#345)	3 years ago
HELSON	425bb0df3f	Added Profiler Context to manage all profilers (#340)	3 years ago
HELSON	4f26fabe4f	fixed strings in profiler outputs (#325)	3 years ago
1SAA	73bff11288	Added profiler communication operations ... Fixed bug for learning rate scheduler	3 years ago
Jie Zhu	d344689274	[profiler] primary memory tracer	3 years ago
Jiarui Fang	5a560a060a	Feature/zero (#279) ... * add zero1 (#209) * add zero1 * add test zero1 * update zero stage 1 develop (#212) * Implement naive zero3 (#240) * naive zero3 works well * add zero3 param manager * add TODOs in comments * add gather full param ctx * fix sub module streams * add offload * fix bugs of hook and add unit tests * fix bugs of hook and add unit tests (#252) * add gather full param ctx * fix sub module streams * add offload * fix bugs of hook and add unit tests * polish code and add state dict hook * fix bug * update unit test * refactor reconstructed zero code * clip_grad support zero3 and add unit test * add unit test for Zero3ParameterManager * [WIP] initialize the shard param class * [WIP] Yet another sharded model implementation (#274) * [WIP] initialize the shard param class * [WIP] Yes another implementation of shardModel. Using a better hook method. * torch.concat -> torch.cat * fix test_zero_level_1.py::test_zero_level_1 unitest * remove deepspeed implementation and refactor for the reconstructed zero module * polish zero dp unittests Co-authored-by: ver217 <lhx0217@gmail.com> Co-authored-by: Frank Lee <somerlee.9@gmail.com>	3 years ago
Frank Lee	3a1a9820b0	fixed mkdir conflict and align yapf config with flake (#220)	3 years ago
アマデウス	9ee197d0e9	moved env variables to global variables; (#215) ... added branch context; added vocab parallel layers; moved split_batch from load_batch to tensor parallel embedding layers; updated gpt model; updated unit test cases; fixed few collective communicator bugs	3 years ago
Frank Lee	812357d63c	fixed utils docstring and add example to readme (#200)	3 years ago
HELSON	0f8c7f9804	Fixed docstring in colossalai (#171)	3 years ago
Frank Lee	e2089c5c15	adapted for sequence parallel (#163)	3 years ago