2161 Commits (162251ab7844e4116a36d6e0fec2ac7ccd03f74d)

Author	SHA1	Message	Date
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
Frank Lee	3601b2bad0	[test] fixed rerun_on_exception and adapted test cases (#487)	3 years ago
Jiarui Fang	4d322b79da	[refactor] remove old zero code (#517)	3 years ago
LuGY	6a3f9fda83	[cuda] modify the fused adam, support hybrid of fp16 and fp32 (#497)	3 years ago
Jiarui Fang	920c5889a7	[zero] add colo move inline (#521)	3 years ago
ver217	7be397ca9c	[log] polish disable_existing_loggers (#519)	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
ver217	a2e61d61d4	[zero] zero init ctx enable rm_torch_payload_on_the_fly (#512) ... * enable rm_torch_payload_on_the_fly * polish docstr	3 years ago
Jiarui Fang	81145208d1	[install] run with out rich (#513)	3 years ago
Jiarui Fang	bca0c49a9d	[zero] use colo model data api in optimv2 (#511)	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
ver217	9ec1ce6ab1	[zero] sharded model support the reuse of fp16 shard (#495) ... * sharded model supports reuse fp16 shard * rename variable * polish code * polish code * polish code	3 years ago
HELSON	f24b5ed201	[MOE] remove old MoE legacy (#493)	3 years ago
ver217	c4c02424f3	[zero] sharded model manages ophooks individually (#492)	3 years ago
HELSON	c9023d4078	[MOE] support PR-MOE (#488)	3 years ago
ver217	a9ecb4b244	[zero] polish sharded optimizer v2 (#490)	3 years ago
ver217	62b0a8d644	[zero] sharded optim support hybrid cpu adam (#486) ... * sharded optim support hybrid cpu adam * update unit test * polish docstring	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
HELSON	d7ea63992b	[MOE] add FP32LinearGate for MOE in NaiveAMP context (#480)	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
Frank Lee	83a847d058	[test] added rerun on exception for testing (#475) ... * [test] added rerun on exception function * polish code	3 years ago
HELSON	7544347145	[MOE] add unitest for MOE experts layout, gradient handler and kernel (#469)	3 years ago
ver217	3cb3fc275e	zero init ctx receives a dp process group (#471)	3 years ago
HELSON	aff9d354f7	[MOE] polish moe_env (#467)	3 years ago
HELSON	bccbc15861	[MOE] changed parallelmode to dist process group (#460)	3 years ago
ver217	fc8e6db005	[doc] Update docstring for ZeRO (#459) ... * polish sharded model docstr * polish sharded optim docstr * polish zero docstr * polish shard strategy docstr	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) ... * polish code * shard strategy receive pg in shard() / gather() * update zero engine * polish code	3 years ago
ver217	642846d6f9	update sharded optim and fix zero init ctx (#457)	3 years ago
Jiarui Fang	e2e9f82588	Revert "[zero] update sharded optim and fix zero init ctx" (#456) ... * Revert "polish code" This reverts commit 8cf7ff08cf. * Revert "rename variables" This reverts commit e99af94ab8. * Revert "remove surplus imports" This reverts commit 46add4a5c5. * Revert "update sharded optim and fix zero init ctx" This reverts commit 57567ee768.	3 years ago
ver217	e99af94ab8	rename variables	3 years ago
ver217	57567ee768	update sharded optim and fix zero init ctx	3 years ago
Jiarui Fang	0fcfb1e00d	[test] make zero engine test really work (#447)	3 years ago
Jiarui Fang	237d08e7ee	[zero] hybrid cpu adam (#445)	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
Jiarui Fang	640a6cd304	[refactory] refactory the initialize method for new zero design (#431)	3 years ago
Frank Lee	bffd85bf34	added testing module (#435)	3 years ago
HELSON	dbdc9a7783	added Multiply Jitter and capacity factor eval for MOE (#434)	3 years ago
Frank Lee	b03b3ae99c	fixed mem monitor device (#433) ... fixed mem monitor device	3 years ago
Frank Lee	14a7094243	fixed fp16 optimizer none grad bug (#432)	3 years ago
ver217	fce9432f08	sync before creating empty grad	3 years ago
ver217	ea6905a898	free param.grad	3 years ago
ver217	9506a8beb2	use double buffer to handle grad	3 years ago
Jiarui Fang	54229cd33e	[log] better logging display with rich (#426) ... * better logger using rich * remove deepspeed in zero requirements	3 years ago
HELSON	3f70a2b12f	removed noisy function during evaluation of MoE router (#419)	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	23ba3fc450	[zero] refactory ShardedOptimV2 init method (#416)	3 years ago
Frank Lee	e79ea44247	[fp16] refactored fp16 optimizer (#392)	3 years ago
Jiarui Fang	21dc54e019	[zero] memtracer to record cuda memory usage of model data and overall system (#395)	3 years ago
Jiarui Fang	370f567e7d	[zero] new interface for ShardedOptimv2 (#406)	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
Frank Lee	2fe68b359a	Merge pull request #403 from ver217/feature/shard-strategy ... [zero] Add bucket tensor shard strategy	3 years ago
HELSON	dfd0363f68	polished output format for communication profiler and pcie profiler (#404) ... fixed typing error	3 years ago
ver217	63469c0f91	polish code	3 years ago
ver217	88804aee49	add bucket tensor shard strategy	3 years ago
HELSON	7c079d9c33	[hotfix] fixed bugs in ShardStrategy and PcieProfiler (#394)	3 years ago
Frank Lee	1e4bf85cdb	fixed bug in activation checkpointing test (#387)	3 years ago
Jiarui Fang	3af13a2c3e	[zero] polish ShardedOptimV2 unittest (#385) ... * place params on cpu after zero init context * polish code * bucketzed cpu gpu tensor transter * find a bug in sharded optim unittest * add offload unittest for ShardedOptimV2. * polish code and make it more robust	3 years ago
Jiang Zhuo	5a4a3b77d9	fix format (#376)	3 years ago
LuGY	de46450461	Added activation offload (#331) ... * Added activation offload * Fixed the import bug, used the pytest	3 years ago
Jiarui Fang	272ebfb57d	[bug] shard param during initializing the ShardedModelV2 (#381)	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
Jiarui Fang	6b6002962a	[zero] zero init context collect numel of model (#375)	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
RichardoLuo	8539898ec6	flake8 style change (#363)	3 years ago
Kai Wang (Victor Kai)	53bb3bcc0a	fix format (#362)	3 years ago
ziyu huang	a77d73f22b	fix format parallel_context.py (#359) ... Co-authored-by: huangziyu <202476410arsmart@gmail.com>	3 years ago
Zangwei	c695369af0	fix format constants.py (#358)	3 years ago
Yuer867	4a0f8c2c50	fix format parallel_2p5d (#357)	3 years ago
Liang Bowen	7eb87f516d	flake8 style (#352)	3 years ago
Xu Kai	54ee8d1254	Fix/format colossalai/engine/paramhooks/(#350)	3 years ago
Maruyama_Aya	e83970e3dc	fix format ColossalAI\colossalai\context\process_group_initializer	3 years ago
yuxuan-lou	3b88eb2259	Flake8 code restyle	3 years ago
xuqifan897	148207048e	Qifan formated file ColossalAI\colossalai\nn\layer\parallel_1d\layers.py (#342)	3 years ago
Cautiousss	3a51d909af	fix format (#332) ... Co-authored-by: 何晓昕 <cautious@r-205-106-25-172.comp.nus.edu.sg>	3 years ago
DouJS	cbb6436ff0	fix format for dir-[parallel_3d] (#333)	3 years ago
ExtremeViscent	eaac03ae1d	[formart] format fixed for kernel\cuda_native codes (#335)	3 years ago
Jiarui Fang	00670c870e	[zero] bucketized tensor cpu gpu copy (#368)	3 years ago
Jiarui Fang	44e4891f57	[zero] able to place params on cpu after zero init context (#365) ... * place params on cpu after zero init context * polish code	3 years ago
ver217	253e54d98a	fix grad shape	3 years ago
Jiarui Fang	ea2872073f	[zero] global model data memory tracer (#360)	3 years ago
Jiarui Fang	cb34cd384d	[test] polish zero related unitest (#351)	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
ver217	d0ae0f2215	[zero] update sharded optim v2 (#334)	3 years ago
jiaruifang	5663616921	polish code	3 years ago
jiaruifang	7977422aeb	add bert for unitest and sharded model is not able to pass the bert case	3 years ago
Frank Lee	3d5d64bd10	refactored grad scaler (#338)	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) ... * 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
HELSON	4f26fabe4f	fixed strings in profiler outputs (#325)	3 years ago
Jiarui Fang	de0468c7a8	[zero] zero init context (#321) ... * add zero init context * add more flags for zero init context fix bug of repeated converting param to ShardedParamV2 * polish code	3 years ago
1SAA	73bff11288	Added profiler communication operations ... Fixed bug for learning rate scheduler	3 years ago
LuGY	a3269de5c9	[zero] cpu adam kernel (#288) ... * Added CPU Adam * finished the cpu adam * updated the license * delete useless parameters, removed resnet * modified the method off cpu adam unittest * deleted some useless codes * removed useless codes Co-authored-by: ver217 <lhx0217@gmail.com> Co-authored-by: Frank Lee <somerlee.9@gmail.com> Co-authored-by: jiaruifang <fangjiarui123@gmail.com>	3 years ago
Jiarui Fang	90d3aef62c	[zero] yet an improved sharded param (#311)	3 years ago
Jiarui Fang	c9e7d9582d	[zero] polish shard strategy (#310) ... * init shard param from shape tuple * add more unitest for shard param * add set_payload method for ShardedParam * [zero] add shareded tensor class * polish code * add shard stratgy * move shard and gather logic to shard strategy from shard tensor. * polish code	3 years ago
ver217	3092317b80	polish code	3 years ago
ver217	36f9a74ab2	fix sharded param hook and unit test	3 years ago
ver217	001ca624dd	impl shard optim v2 and add unit test	3 years ago
Jiarui Fang	74f77e314b	[zero] a shard strategy in granularity of tensor (#307)	3 years ago
Jiarui Fang	80364c7686	[zero] sharded tensor (#305) ... * init shard param from shape tuple * add more unitest for shard param * add set_payload method for ShardedParam * [zero] add shareded tensor class * polish code	3 years ago
Jie Zhu	d344689274	[profiler] primary memory tracer	3 years ago
ver217	b105371ace	rename shared adam to sharded optim v2	3 years ago
ver217	70814dc22f	fix master params dtype	3 years ago
ver217	795210dd99	add fp32 master params in sharded adam	3 years ago
ver217	a109225bc2	add sharded adam	3 years ago
Jiarui Fang	e17e92c54d	Polish sharded parameter (#297) ... * init shard param from shape tuple * add more unitest for shard param * add more unittests to shareded param	3 years ago
ver217	7aef75ca42	[zero] add sharded grad and refactor grad hooks for ShardedModel (#287)	3 years ago
Frank Lee	9afb5c8b2d	fixed typo in ShardParam (#294)	3 years ago
Frank Lee	e17e54e32a	added buffer sync to naive amp model wrapper (#291)	3 years ago
Jiarui Fang	8d653af408	add a common util for hooks registered on parameter. (#292)	3 years ago
Jie Zhu	f867365aba	bug fix: pass hook_list to engine (#273) ... * bug fix: pass hook_list to engine * change parameter name	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
1SAA	82023779bb	Added TPExpert for special situation	3 years ago
HELSON	36b8477228	Fixed parameter initialization in FFNExpert (#251)	3 years ago
アマデウス	e13293bb4c	fixed CI dataset directory; fixed import error of 2.5d accuracy (#255)	3 years ago
1SAA	219df6e685	Optimized MoE layer and fixed some bugs; ... Decreased moe tests; Added FFNExperts and ViTMoE model	3 years ago
zbian	3dba070580	fixed padding index issue for vocab parallel embedding layers; updated 3D linear to be compatible with examples in the tutorial	3 years ago
Frank Lee	f5ca88ec97	fixed apex import (#227)	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
Frank Lee	765db512b5	fixed ddp bug on torch 1.8 (#194)	3 years ago
Jiarui Fang	569357fea0	add pytorch hooks (#179) ... * add pytorch hooks fix #175 * remove licenses in src code * add gpu memory tracer * replacing print with logger in ophooks.	3 years ago
ver217	708404d5f8	fix pipeline forward return tensors (#176)	3 years ago
HELSON	0f8c7f9804	Fixed docstring in colossalai (#171)	3 years ago
Frank Lee	e2089c5c15	adapted for sequence parallel (#163)	3 years ago
puck_WCR	9473a1b9c8	AMP docstring/markdown update (#160)	3 years ago
Frank Lee	f3802d6b06	fixed jit default setting (#154)	3 years ago
ver217	7bf1e98b97	pipeline last stage supports multi output (#151)	3 years ago
ver217	f68eddfb3d	refactor kernel (#142)	3 years ago
BoxiangW	4a3d3446b0	Update layer integration documentations (#108) ... Update the documentations of layer integration Update _log_hook.py Update _operation.py	3 years ago
ver217	9ef05ed1fc	try import deepspeed when using zero (#130)	3 years ago
HELSON	dceae85195	Added MoE parallel (#127)	3 years ago
ver217	293fb40c42	add scatter/gather optim for pipeline (#123)	3 years ago
Jiarui Fang	2c0c85d3d3	fix a bug in timer (#114)	3 years ago
ver217	7904baf6e1	fix layers/schedule for hybrid parallelization (#111) (#112)	3 years ago
ver217	a951bc6089	update default logger (#100) (#101)	3 years ago
ver217	96780e6ee4	Optimize pipeline schedule (#94) ... * add pipeline shared module wrapper and update load batch * added model parallel process group for amp and clip grad (#86) * added model parallel process group for amp and clip grad * update amp and clip with model parallel process group * remove pipeline_prev/next group (#88) * micro batch offload * optimize pipeline gpu memory usage * pipeline can receive tensor shape (#93) * optimize pipeline gpu memory usage * fix grad accumulation step counter * rename classes and functions Co-authored-by: Frank Lee <somerlee.9@gmail.com>	3 years ago
アマデウス	01a80cd86d	Hotfix/Colossalai layers (#92) ... * optimized 1d layer apis; reorganized nn.layer modules; fixed tests * fixed 2.5d runtime issue * reworked split batch, now called in trainer.schedule.load_batch Co-authored-by: BoxiangW <45734921+BoxiangW@users.noreply.github.com>	3 years ago
アマデウス	0fedef4f3c	Layer integration (#83) ... * integrated parallel layers for ease of building models * integrated 2.5d layers * cleaned codes and unit tests * added log metric by step hook; updated imagenet benchmark; fixed some bugs * reworked initialization; cleaned codes Co-authored-by: BoxiangW <45734921+BoxiangW@users.noreply.github.com>	3 years ago
shenggan	5c3843dc98	add colossalai kernel module (#55)	3 years ago
ver217	8f02a88db2	add interleaved pipeline, fix naive amp and update pipeline model initializer (#80)	3 years ago
Frank Lee	91c327cb44	fixed zero level 3 dtype bug (#76)	3 years ago
HELSON	632e622de8	overlap computation and communication in 2d operations (#75)	3 years ago
Frank Lee	cd9c28e055	added CI for unit testing (#69)	3 years ago
Frank Lee	35813ed3c4	update examples and sphnix docs for the new api (#63)	3 years ago
ver217	7d3711058f	fix zero3 fp16 and add zero3 model context (#62)	3 years ago
Frank Lee	9a0466534c	update markdown docs (english) (#60)	3 years ago
Frank Lee	da01c234e1	Develop/experiments (#59) ... * Add gradient accumulation, fix lr scheduler * fix FP16 optimizer and adapted torch amp with tensor parallel (#18) * fixed bugs in compatibility between torch amp and tensor parallel and performed some minor fixes * fixed trainer * Revert "fixed trainer" This reverts commit 2e0b0b7699. * improved consistency between trainer, engine and schedule (#23) Co-authored-by: 1SAA <c2h214748@gmail.com> * Split conv2d, class token, positional embedding in 2d, Fix random number in ddp Fix convergence in cifar10, Imagenet1000 * Integrate 1d tensor parallel in Colossal-AI (#39) * fixed 1D and 2D convergence (#38) * optimized 2D operations * fixed 1D ViT convergence problem * Feature/ddp (#49) * remove redundancy func in setup (#19) (#20) * use env to control the language of doc (#24) (#25) * Support TP-compatible Torch AMP and Update trainer API (#27) * Add gradient accumulation, fix lr scheduler * fix FP16 optimizer and adapted torch amp with tensor parallel (#18) * fixed bugs in compatibility between torch amp and tensor parallel and performed some minor fixes * fixed trainer * Revert "fixed trainer" This reverts commit 2e0b0b7699. * improved consistency between trainer, engine and schedule (#23) Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: ver217 <lhx0217@gmail.com> * add an example of ViT-B/16 and remove w_norm clipping in LAMB (#29) * add explanation for ViT example (#35) (#36) * support torch ddp * fix loss accumulation * add log for ddp * change seed * modify timing hook Co-authored-by: Frank Lee <somerlee.9@gmail.com> Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: binmakeswell <binmakeswell@gmail.com> * Feature/pipeline (#40) * remove redundancy func in setup (#19) (#20) * use env to control the language of doc (#24) (#25) * Support TP-compatible Torch AMP and Update trainer API (#27) * Add gradient accumulation, fix lr scheduler * fix FP16 optimizer and adapted torch amp with tensor parallel (#18) * fixed bugs in compatibility between torch amp and tensor parallel and performed some minor fixes * fixed trainer * Revert "fixed trainer" This reverts commit 2e0b0b7699. * improved consistency between trainer, engine and schedule (#23) Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: ver217 <lhx0217@gmail.com> * add an example of ViT-B/16 and remove w_norm clipping in LAMB (#29) * add explanation for ViT example (#35) (#36) * optimize communication of pipeline parallel * fix grad clip for pipeline Co-authored-by: Frank Lee <somerlee.9@gmail.com> Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: binmakeswell <binmakeswell@gmail.com> * optimized 3d layer to fix slow computation ; tested imagenet performance with 3d; reworked lr_scheduler config definition; fixed launch args; fixed some printing issues; simplified apis of 3d layers (#51) * Update 2.5d layer code to get a similar accuracy on imagenet-1k dataset * update api for better usability (#58) update api for better usability Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: ver217 <lhx0217@gmail.com> Co-authored-by: puck_WCR <46049915+WANG-CR@users.noreply.github.com> Co-authored-by: binmakeswell <binmakeswell@gmail.com> Co-authored-by: アマデウス <kurisusnowdeng@users.noreply.github.com> Co-authored-by: BoxiangW <45734921+BoxiangW@users.noreply.github.com>	3 years ago
ver217	dbe62c67b8	add an example of ViT-B/16 and remove w_norm clipping in LAMB (#29)	3 years ago
Frank Lee	3defa32aee	Support TP-compatible Torch AMP and Update trainer API (#27) ... * Add gradient accumulation, fix lr scheduler * fix FP16 optimizer and adapted torch amp with tensor parallel (#18) * fixed bugs in compatibility between torch amp and tensor parallel and performed some minor fixes * fixed trainer * Revert "fixed trainer" This reverts commit 2e0b0b7699. * improved consistency between trainer, engine and schedule (#23) Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: 1SAA <c2h214748@gmail.com> Co-authored-by: ver217 <lhx0217@gmail.com>	3 years ago
ver217	3c7604ba30	update documentation	3 years ago
zbian	404ecbdcc6	Migrated project	3 years ago