25 Commits (cc55ff0aa41d7dfddf040598cea3c41bcc35ac5a)

Author	SHA1	Message	Date
HELSON	1468e4bcfc	[zero] add constant placement policy (#1705) ... * fixes memory leak when paramter is in fp16 in ZeroDDP init. * bans chunk releasement in CUDA. Only when a chunk is about to offload, it is allowed to release. * adds a constant placement policy. With it, users can allocate a reserved caching memory space for parameters.	2 years ago
HELSON	b28991dd0a	[feature] A new ZeRO implementation (#1644)	2 years ago
Jiarui Fang	c5d39215f6	Revert "[feature] new zero implementation (#1623)" (#1643) ... This reverts commit 5be118f405.	2 years ago
HELSON	5be118f405	[feature] new zero implementation (#1623)	2 years ago
Jiarui Fang	4165eabb1e	[hotfix] remove potiential circle import (#1307) ... * make it faster * [hotfix] remove circle import	2 years ago
Jiarui Fang	372f791444	[refactor] move chunk and chunkmgr to directory gemini (#1182)	2 years ago
Frank Lee	15aab1476e	[zero] avoid zero hook spam by changing log to debug level (#1137)	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
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
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
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	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
ver217	c4d903e64a	[gemini] accelerate adjust_layout() (#878) ... * add lru cache * polish code * update unit test * fix sharded optim	3 years ago
HELSON	425b4a96b8	[gemini] polish stateful_tensor_mgr (#876)	3 years ago
HELSON	e5ea3fdeef	[gemini] add GeminiMemoryManger (#832) ... * refactor StatefulTensor, tensor utilities * add unitest for GeminiMemoryManager	3 years ago
Jiarui Fang	3ddbd1bce1	[gemini] collect cpu-gpu moving volume in each iteration (#813)	3 years ago
Jiarui Fang	4d9332b4c5	[refactor] moving memtracer to gemini (#801)	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	8f7ce94b8e	[hotfix] fix auto tensor placement policy (#753)	3 years ago
HELSON	84c6700b2a	[zero] refactor memstats_collector (#746)	3 years ago
Jiarui Fang	3d7dc46d33	[zero] use factory pattern for tensor_placement_policy (#752)	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
Jiarui Fang	4d90a7b513	[refactor] zero directory (#724)	3 years ago