210 Commits (007ca0df925350c70ee8ff324599f8e156cec59a)

Author	SHA1	Message	Date
Frank Lee	01e9f834f5	[dependency] removed torchvision (#833) ... * [dependency] removed torchvision * fixed transforms	3 years ago
Jiarui Fang	cb5a4778e1	Revert "[WIP] Applying ColoTensor on TP-1D-row Linear. (#831)" (#835) ... This reverts commit ac88de6dfc.	3 years ago
Jiarui Fang	ac88de6dfc	[WIP] Applying ColoTensor on TP-1D-row Linear. (#831) ... * revert zero tensors back * [tensor] init row 1d linear	3 years ago
Jiarui Fang	294a6060d0	[tensor] ZeRO use ColoTensor as the base class. (#828) ... * [refactor] moving InsertPostInitMethodToModuleSubClasses to utils. * [tensor] ZeRO use ColoTensor as the base class. * polish	3 years ago
Ziyue Jiang	8e6fdb4f29	[tensor]fix test_linear (#826)	3 years ago
Ziyue Jiang	1a9e2c2dff	[tensor] fix kwargs in colo_tensor torch_funtion (#825)	3 years ago
Jiarui Fang	2ecc3d7a55	[tensor] lazy init (#823)	3 years ago
Jiarui Fang	660d2d1f1b	[Tensor] apply ColoTensor on Torch functions (#821) ... * Revert "[zero] add ZeroTensorShardStrategy (#793)" This reverts commit 88759e289e. * [gemini] set cpu memory capacity * [log] local throughput collecting * polish * polish * polish * polish code * polish * polish code * add a new tensor structure and override linear for it * polish * polish * polish * polish * polish * polish * polish * polish * polish * polish * polish * [tensor] renaming and reorganize directory structure. * rm useless dir * polish * polish * [tensor] hander the function not wrapped	3 years ago
Jiarui Fang	0ce8924ceb	[tensor] reorganize files (#820)	3 years ago
Jiarui Fang	ab962b9735	[gemini] a new tensor structure (#818) ... * Revert "[zero] add ZeroTensorShardStrategy (#793)" This reverts commit 88759e289e. * [gemini] set cpu memory capacity * [log] local throughput collecting * polish * polish * polish * polish code * polish * polish code * add a new tensor structure and override linear for it * polish * polish * polish * polish * polish * polish * polish * polish * polish * polish * polish	3 years ago
Jiarui Fang	e761ad2cd7	Revert "[zero] add ZeroTensorShardStrategy (#793)" (#806)	3 years ago
HELSON	88759e289e	[zero] add ZeroTensorShardStrategy (#793)	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	4c4388c46e	[hotfix] fix memory leak in zero (#781)	3 years ago
Frank Lee	5a1a095b92	[test] refactored with the new rerun decorator (#763) ... * [test] refactored with the new rerun decorator * polish test case	3 years ago
Jiarui Fang	10ef8afdd2	[gemini] init genimi individual directory (#754)	3 years ago
ver217	dcca614eee	[hotfix] fix test_stateful_tensor_mgr (#762)	3 years ago
ver217	a93a7d7364	[hotfix] fix reuse_fp16_shard of sharded model (#756) ... * fix reuse_fp16_shard * disable test stm * polish code	3 years ago
HELSON	84c6700b2a	[zero] refactor memstats_collector (#746)	3 years ago
ver217	e396bb71f2	[zero] add tensor placement policies (#743) ... * add tensor placement policies * polish comments * polish comments * update moe unit tests	3 years ago
HELSON	22c4b88d56	[zero] refactor ShardedParamV2 for convenience (#742)	3 years ago
Frank Lee	f4f42d4c3c	[bug] fixed DDP compatibility with torch 1.8 (#739)	3 years ago
Jiarui Fang	53cb584808	[utils] correct cpu memory used and capacity in the context of multi-process (#726)	3 years ago
HELSON	b9b469ea50	[moe] add checkpoint for moe zero test (#729)	3 years ago
FrankLeeeee	e88a498c9c	[test] removed trivial outdated test	3 years ago
FrankLeeeee	62b4ce7326	[test] added missing decorators to model checkpointing tests	3 years ago
Jiarui Fang	4d90a7b513	[refactor] zero directory (#724)	3 years ago
Frank Lee	20ab1f5520	[bug] fixed broken test_found_inf (#725)	3 years ago
Jiarui Fang	193dc8dacb	[refactor] refactor the memory utils (#715)	3 years ago
HELSON	dbd96fe90a	[zero] check whether gradients have inf and nan in gpu (#712)	3 years ago
HELSON	a9b8300d54	[zero] improve adaptability for not-shard parameters (#708) ... * adapt post grad hooks for not-shard parameters * adapt optimizer for not-shard parameters * offload gradients for not-replicated parameters	3 years ago
ver217	ab8c6b4a0e	[zero] refactor memstats collector (#706) ... * refactor memstats collector * fix disposable * polish code	3 years ago
HELSON	ee112fe1da	[zero] adapt zero hooks for unsharded module (#699)	3 years ago
ver217	3c9cd5bb5e	[zero] stateful tensor manager (#687) ... * [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
HELSON	d7ecaf362b	[zero] fix init bugs in zero context (#686) ... * adapt model weight initialization for methods in Pytorch nn.init	3 years ago
Jiarui Fang	0aab52301e	[hotfix] fix a bug in model data stats tracing (#655)	3 years ago
YuliangLiu0306	ade05a5d83	[refactor] pipeline, put runtime schedule into engine. (#627)	3 years ago
HELSON	e5d615aeee	[hotfix] fix bugs in testing (#659) ... * remove hybrid adam in test_moe_zero_optim * fix activation checkpointing and its unitest	3 years ago
HELSON	b31daed4cf	fix bugs in CPU adam (#633) ... * add cpu adam counter for all cpu adam * fixed updating error in adam kernel	3 years ago
HELSON	055fbf5be6	[zero] adapt zero for unsharded paramters (Optimizer part) (#601)	3 years ago
アマデウス	354b7954d1	[model checkpoint] added unit tests for checkpoint save/load (#599)	3 years ago
FredHuang99	93f14d2a33	[zero] test zero tensor utils (#609)	3 years ago
Jiarui Fang	e956d93ac2	[refactor] memory utils (#577)	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
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
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
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
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
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
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
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
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
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	84fd7c1d4d	add moe context, moe utilities and refactor gradient handler (#455)	3 years ago
Frank Lee	af185b5519	[test] fixed amp convergence comparison test (#454)	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	8cf7ff08cf	polish code	3 years ago
ver217	46add4a5c5	remove surplus imports	3 years ago
ver217	57567ee768	update sharded optim and fix zero init ctx	3 years ago
Frank Lee	f27d801a13	[test] optimized zero data parallel test (#452)	3 years ago
Jiarui Fang	0fcfb1e00d	[test] make zero engine test really work (#447)	3 years ago
Frank Lee	bb2790cf0b	optimize engine and trainer test (#448)	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	17b8274f8a	[unitest] polish zero config in unittest (#438)	3 years ago
Jiarui Fang	640a6cd304	[refactory] refactory the initialize method for new zero design (#431)	3 years ago
ver217	fce9432f08	sync before creating empty grad	3 years ago
Jiarui Fang	f9c762df85	[test] merge zero optim tests (#428)	3 years ago
Jiarui Fang	5d7dc3525b	[hotfix] run cpu adam unittest in pytest (#424)	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	a37bf1bc42	[hotfix] rm test_tensor_detector.py (#413)	3 years ago
Jiarui Fang	370f567e7d	[zero] new interface for ShardedOptimv2 (#406)	3 years ago