413 Commits (c7d4932956175bb42461d63b00e31ecca113a4d7)

Author	SHA1	Message	Date
Frank Lee	abf6a262dc	[fx] added module patch for pooling layers (#1197)	2 years ago
YuliangLiu0306	63d2a93878	[context]support arbitary module materialization. (#1193) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * [context]support arbitary module materialization. * [test]add numerical check for lazy init context.	2 years ago
YuliangLiu0306	2053e138a2	[context]use meta tensor to init model lazily. (#1187) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * [context]use meta tensor to init model lazily. * polish * make module with device kwargs bypass the normal init. * change unit test to adapt updated context.	2 years ago
Frank Lee	2c8c05675d	[fx] patched conv and normalization (#1188)	2 years ago
Frank Lee	6d86f1bc91	[fx] supported data-dependent control flow in model tracing (#1185) ... * [fx] supported data-dependent control flow in model tracing * polish code	2 years ago
Jiarui Fang	c463f8adf9	[tensor] remove gpc in tensor tests (#1186)	2 years ago
Jiarui Fang	372f791444	[refactor] move chunk and chunkmgr to directory gemini (#1182)	2 years ago
ver217	6b2f2ab9bb	[ddp] ColoDDP uses bucket all-reduce (#1177) ... * add reducer * update colo ddp with reducer * polish unit test * polish unit test	2 years ago
Jiarui Fang	7487215b95	[ColoTensor] add independent process group (#1179)	2 years ago
Jiarui Fang	1b657f9ce1	[tensor] revert local view back (#1178)	2 years ago
Jiarui Fang	0dd4e2bbfb	[Tensor] rename some APIs in TensorSpec and Polish view unittest (#1176)	2 years ago
Jiarui Fang	aa7bef73d4	[Tensor] distributed view supports inter-process hybrid parallel (#1169)	2 years ago
ver217	9e1daa63d2	[zero] sharded optim supports loading local state dict (#1170) ... * sharded optim supports loading local state dict * polish code * add unit test	2 years ago
ver217	561e90493f	[zero] zero optim supports loading local state dict (#1171) ... * zero optim supports loading local state dict * polish code * add unit test	2 years ago
Jiarui Fang	4b9bba8116	[ColoTensor] rename APIs and add output_replicate to ComputeSpec (#1168)	2 years ago
Jiarui Fang	f4ef224358	[Tensor] remove ParallelAction, use ComputeSpec instread (#1166)	2 years ago
Jiarui Fang	177c374401	remove gather out in parallel action (#1163)	2 years ago
Jiarui Fang	07f9c781f9	[graph] improve the graph building. (#1157)	2 years ago
ver217	22717a856f	[tensor] add embedding bag op (#1156)	2 years ago
ver217	ae86151968	[tensor] add more element-wise ops (#1155) ... * add more element-wise ops * update test_op * polish unit test	2 years ago
ver217	ffa025e120	[tensor] dist spec s2s uses all-to-all (#1136) ... * dist spec s2s uses all-to-all * update unit test * add sanity check * polish unitest test with titans * add sanity check for DistMgr * add sanity check Co-authored-by: jiaruifang <fangjiarui123@gmail.com>	2 years ago
Jiarui Fang	ff644ee5e4	polish unitest test with titans (#1152)	2 years ago
Jiarui Fang	8cdce0399c	[ColoTensor] improves init functions. (#1150)	2 years ago
ver217	8106d7b8c7	[ddp] refactor ColoDDP and ZeroDDP (#1146) ... * ColoDDP supports overwriting default process group * rename ColoDDPV2 to ZeroDDP * add docstr for ZeroDDP * polish docstr	2 years ago
ver217	d26902645e	[ddp] add save/load state dict for ColoDDP (#1127) ... * add save/load state dict for ColoDDP * add unit test * refactor unit test folder * polish unit test * rename unit test	2 years ago
ver217	789cad301b	[hotfix] fix param op hook (#1131) ... * fix param op hook * update zero tp test * fix bugs	2 years ago
ver217	f0a954f16d	[ddp] add set_params_to_ignore for ColoDDP (#1122) ... * add set_params_to_ignore for ColoDDP * polish code * fix zero hook v2 * add unit test * polish docstr	2 years ago
YuliangLiu0306	fcf55777dd	[fx]add autoparallel passes (#1121) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * feature/add autoparallel passes	2 years ago
Frank Lee	16302a5359	[fx] added unit test for coloproxy (#1119) ... * [fx] added unit test for coloproxy * polish code * polish code	2 years ago
ver217	7d14b473f0	[gemini] gemini mgr supports "cpu" placement policy (#1118) ... * update gemini mgr * update chunk * add docstr * polish placement policy * update test chunk * update test zero * polish unit test * remove useless unit test	2 years ago
Frank Lee	53297330c0	[test] fixed hybrid parallel test case on 8 GPUs (#1106)	2 years ago
ver217	1f894e033f	[gemini] zero supports gemini (#1093) ... * add placement policy * add gemini mgr * update mem stats collector * update zero * update zero optim * fix bugs * zero optim monitor os * polish unit test * polish unit test * add assert	3 years ago
Frank Lee	2b2dc1c86b	[pipeline] refactor the pipeline module (#1087) ... * [pipeline] refactor the pipeline module * polish code	3 years ago
Frank Lee	bad5d4c0a1	[context] support lazy init of module (#1088) ... * [context] support lazy init of module * polish code	3 years ago
ver217	be01db37c8	[tensor] refactor chunk mgr and impl MemStatsCollectorV2 (#1077) ... * polish chunk manager * polish unit test * impl add_extern_static_tensor for chunk mgr * add mem stats collector v2 * polish code * polish unit test * polish code * polish get chunks	3 years ago
Ziyue Jiang	b3a03e4bfd	[Tensor] fix equal assert (#1091) ... * fix equal assert * polish	3 years ago
Frank Lee	50ec3a7e06	[test] skip tests when not enough GPUs are detected (#1090) ... * [test] skip tests when not enough GPUs are detected * polish code * polish code	3 years ago
Frank Lee	65ee6dcc20	[test] ignore 8 gpu test (#1080) ... * [test] ignore 8 gpu test * polish code * polish workflow * polish workflow	3 years ago
Ziyue Jiang	0653c63eaa	[Tensor] 1d row embedding (#1075) ... * Add CPU 1d row embedding * polish	3 years ago
ver217	1b17859328	[tensor] chunk manager monitor mem usage (#1076)	3 years ago
Ziyue Jiang	4fc748f69b	[Tensor] fix optimizer for CPU parallel (#1069)	3 years ago
Jiarui Fang	49832b2344	[refactory] add nn.parallel module (#1068)	3 years ago
Jiarui Fang	a00644079e	reorgnize colotensor directory (#1062) ... * reorgnize colotensor directory * polish code	3 years ago
Ziyue Jiang	df9dcbbff6	[Tensor] add hybrid device demo and fix bugs (#1059)	3 years ago
YuliangLiu0306	b167258b6a	[pipeline]refactor ppschedule to support tensor list (#1050) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * refactor ppschedule to support tensor list * polish	3 years ago
ver217	51b9a49655	[zero] add zero optimizer for ColoTensor (#1046) ... * add zero optimizer * torch ok * unit test ok * polish code * fix bugs * polish unit test * polish zero optim * polish colo ddp v2 * refactor folder structure * add comment * polish unit test * polish zero optim * polish unit test	3 years ago
ver217	7faef93326	fix dist spec mgr (#1045)	3 years ago
ver217	9492a561c3	[tensor] ColoTensor supports ZeRo (#1015) ... * impl chunk manager * impl param op hook * add reduce_chunk * add zero hook v2 * add zero dp * fix TensorInfo * impl load balancing when using zero without chunk * fix zero hook * polish chunk * fix bugs * ddp ok * zero ok * polish code * fix bugs about load balancing * polish code * polish code * add ene-to-end test * polish code * polish code * polish code * fix typo * add test_chunk * fix bugs * fix bugs * polish code	3 years ago
YuliangLiu0306	9feff0f760	[titans]remove model zoo (#1042) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * rm model zoo	3 years ago
Ziyue Jiang	7c530b9de2	[Tensor] add Parameter inheritance for ColoParameter (#1041) ... * add Parameter inheritance for ColoParameter * remove tricks * remove tricks * polish * polish	3 years ago
Ziyue Jiang	6c5996a56e	[Tensor] add module check and bert test (#1031) ... * add Embedding * Add bert test * polish * add check module test * polish * polish * polish * polish	3 years ago
YuliangLiu0306	7106bd671d	[p2p]add object list send/recv (#1024) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * [p2p]add object list send recv * refactor for code reusability * polish	3 years ago
Ziyue Jiang	32291dd73f	[Tensor] add module handler for linear (#1021) ... * add module spec for linear * polish * polish * polish	3 years ago
ver217	cefc29ff06	[tensor] impl ColoDDP for ColoTensor (#1009) ... * impl ColoDDP for ColoTensor * polish code	3 years ago
ver217	a3b66f6def	[tensor] refactor parallel action (#1007) ... * refactor parallel action * polish unit tests	3 years ago
ver217	8e3d0ad8f1	[unit test] refactor test tensor (#1005) ... * polish test_gpt * update op unit tests * update test model	3 years ago
ver217	ad536e308e	[tensor] refactor colo-tensor (#992) ... * refactor colo-tensor and update linear op * polish code * polish code * update ops and unit tests * update unit tests * polish code * rename dist_spec module * polish code * polish code * remove unneeded import * fix pipelinable	3 years ago
ver217	c2fdc6a011	[tensor] derive compute pattern from dist spec (#971) ... * derive compute pattern from dist spec * polish code	3 years ago
Ziyue Jiang	797a9dc5a9	add DistSpec for loss and test_model (#947)	3 years ago
ver217	67c33f57eb	[tensor] design DistSpec and DistSpecManager for ColoTensor (#934) ... * add dist spec * update linear op * polish code * polish code * update embedding op * polish unit tests * polish unit tests * polish comments * polish code * add test_dist_spec_mgr * polish code * refactor folder structure * polish unit tests * add get_process_group() for TensorSpec * polish code	3 years ago
Ziyue Jiang	830d3bca26	[Tensor] add optimizer to bert test (#933) ... * add optimizer to bert test * polish	3 years ago
Ziyue Jiang	d73c2b1d79	[Tensor] fix init context (#931) ... * change torch.Parameter to ColoParameter * fix post assignment for init context * polish * polish	3 years ago
Ziyue Jiang	dfc88b85ea	[Tensor] simplify named param (#928) ... * simplify ColoModulize * simplify ColoModulize * polish * polish	3 years ago
ver217	45b9124df4	[tensor] hijack addmm for colo tensor (#923) ... * hijack addmm for colo tensor * fix bugs * polish unit test * polish comments	3 years ago
Jiarui Fang	534afb018a	test pretrain loading on multi-process (#922)	3 years ago
Ziyue Jiang	c195d2814c	[Tensor] add from_pretrained support and bert pretrained test (#921) ... * add from_pretrained support and test * polish * polish * polish * polish	3 years ago
Jiarui Fang	845856ea29	[Graph] building computing graph with ColoTensor, Linear only (#917)	3 years ago
Ziyue Jiang	75d221918a	[Tensor] add 1d vocab loss (#918) ... * add 1d vocab loss * polish	3 years ago
Ziyue Jiang	dfaff4e243	[Tensor] fix test_model (#916) ... * polish test_model * polish	3 years ago
Jiarui Fang	ed6426c300	[Tensor] polish model test (#915)	3 years ago
Ziyue Jiang	0fab86b12a	[Tensor] add a basic bert. (#911) ... * add base bert test * Add bert test * polish * remove test_bert * polish	3 years ago
Jiarui Fang	ab95ec9aea	[Tensor] init ColoParameter (#914)	3 years ago
Ziyue Jiang	193d629311	update pytest.mark.parametrize in tensor tests (#913)	3 years ago
Ziyue Jiang	f593a5637e	[Tensor] add embedding tp1d row (#904)	3 years ago
Ziyue Jiang	2c0d19d755	[Tensor] add ColoTensor TP1Dcol Embedding (#899)	3 years ago
Jiarui Fang	d16671da75	[Tensor] initialize the ColoOptimizer (#898) ... * [Tensor] activation is an attr of ColoTensor * [Tensor] add optimizer * only detach parameters in context * polish code	3 years ago
Jiarui Fang	e76f76c08b	[Tensor] test parameters() as member function (#896)	3 years ago
Ziyue Jiang	cb182da7c5	[tensor] refine linear and add gather for laynorm (#893) ... * refine linear and add function to ColoTensor * add gather for layernorm * polish * polish	3 years ago
Jiarui Fang	26c49639d8	[Tensor] overriding paramters() for Module using ColoTensor (#889)	3 years ago
Ziyue Jiang	1d0aba4153	[tensor] add ColoTensor 1Dcol (#888)	3 years ago
Jiarui Fang	a0e5971692	[Tensor] test model check results for a simple net (#887)	3 years ago
Jiarui Fang	72cdc06875	[Tensor] make ColoTensor more robust for getattr (#886) ... * [Tensor] make ColoTensor more robust for getattr * polish * polish	3 years ago
Ziyue Jiang	9bc5a77c31	[tensor] wrap function in the torch_tensor to ColoTensor (#881)	3 years ago
Jiarui Fang	7f76517a85	[Tensor] make a simple net works with 1D row TP (#879)	3 years ago
ver217	c4d903e64a	[gemini] accelerate adjust_layout() (#878) ... * add lru cache * polish code * update unit test * fix sharded optim	3 years ago
Jiarui Fang	909211453b	[Tensor] Add some attributes to ColoTensor (#877) ... * [Tensor] add some function to ColoTensor * torch.allclose * rm torch.add	3 years ago
Jiarui Fang	e43f83aa5c	[Tensor] get named parameters for model using ColoTensors (#874)	3 years ago
Jiarui Fang	96211c2cc8	[tensor] customized op returns ColoTensor (#875) ... * [tensor] customized op returns ColoTensor * polish * polish code	3 years ago
Ziyue Jiang	26d4ab8b03	[Tensor] Add function to spec and update linear 1Drow and unit tests (#869)	3 years ago
Jiarui Fang	1190b2c4a4	[tensor] add cross_entrophy_loss (#868)	3 years ago
HELSON	3107817172	[gemini] add stateful tensor container (#867)	3 years ago
Jiarui Fang	d01d3b8cb0	colo init context add device attr. (#866)	3 years ago
Jiarui Fang	126ba573a8	[Tensor] add layer norm Op (#852)	3 years ago
Frank Lee	1258af71cc	[ci] cache cuda extension (#860)	3 years ago
Ziyue Jiang	bcc8655021	[Tensor ] Add 1Drow weight reshard by spec (#854)	3 years ago
Jiarui Fang	62f059251b	[Tensor] init a tp network training unittest (#849)	3 years ago
Ziyue Jiang	2a0a427e04	[tensor]add assert for colo_tensor 1Drow (#846)	3 years ago
Ziyue Jiang	05023ecfee	[Tensor] TP Linear 1D row (#843)	3 years ago
HELSON	e5ea3fdeef	[gemini] add GeminiMemoryManger (#832) ... * refactor StatefulTensor, tensor utilities * add unitest for GeminiMemoryManager	3 years ago
YuliangLiu0306	35ea6e1023	[pipelinable]use pipelinable context to initialize non-pipeline model (#816) ... * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit df7e6506d4. * [pipeline]add module lazy init feature to support large model initization. * [pipeline]add to_layer_list and partition method to support arbitrary non-pp model * refactor the module structure * polish * [pipelinable]add unit test for pipelinable * polish * polish * Fix CodeFactor issues.	3 years ago
Jiarui Fang	ea0a2ed25f	[hotfix] the bug of numel() in ColoTensor (#845)	3 years ago
Jiarui Fang	8789850eea	Init Conext supports lazy allocate model memory (#842)	3 years ago
Frank Lee	943982d29a	[unittest] refactored unit tests for change in dependency (#838)	3 years ago
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