Jiarui Fang
556b9b7e1a
[hotfix] Dist Mgr gather torch version ( #1284 )
...
* make it faster
* [hotfix] torchvison fx tests
* [hotfix] rename duplicated named test_gpt.py
* [hotfix] dist mgr torch version
2 years ago
ver217
7aadcbd070
hotfix colotensor _scan_for_pg_from_args ( #1276 )
2 years ago
Jiarui Fang
c92f84fcdb
[tensor] distributed checkpointing for parameters ( #1240 )
2 years ago
Jiarui Fang
1aad903c15
[tensor] redistribute among different process groups ( #1247 )
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* make it faster
* [tensor] rename convert_to_dist -> redistribute
* [tensor] ShardSpec and ReplicaSpec
* [tensor] redistribute among diff pgs
* polish code
2 years ago
Jiarui Fang
9bcd2fd4af
[tensor] a shorter shard and replicate spec ( #1245 )
2 years ago
Jiarui Fang
2699dfbbfd
[rename] convert_to_dist -> redistribute ( #1243 )
2 years ago
HELSON
f6add9b720
[tensor] redirect .data.__get__ to a tensor instance ( #1239 )
2 years ago
Jiarui Fang
20da6e48c8
[checkpoint] save sharded optimizer states ( #1237 )
2 years ago
Jiarui Fang
4a76084dc9
[tensor] add zero_like colo op, important for Optimizer ( #1236 )
2 years ago
Jiarui Fang
3b500984b1
[tensor] fix some unittests ( #1234 )
2 years ago
HELSON
f071b500b6
[polish] polish __repr__ for ColoTensor, DistSpec, ProcessGroup ( #1235 )
2 years ago
Yi Zhao
04537bf83e
[checkpoint]support generalized scheduler ( #1222 )
2 years ago
Jiarui Fang
a98319f023
[tensor] torch function return colotensor ( #1229 )
2 years ago
HELSON
280a81243d
[tensor] improve robustness of class 'ProcessGroup' ( #1223 )
2 years ago
Jiarui Fang
15d988f954
[tensor] sharded global process group ( #1219 )
2 years ago
Jiarui Fang
ae7d3f4927
[refactor] move process group from _DistSpec to ColoTensor. ( #1203 )
2 years ago
Jiarui Fang
b5f25eb32a
[Tensor] add cpu group to ddp ( #1200 )
2 years ago
Jiarui Fang
060b917daf
[refactor] remove gpc dependency in colotensor's _ops ( #1189 )
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
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
Ziyue Jiang
dd0420909f
[Tensor] rename parallel_action ( #1174 )
...
* rename parallel_action
* polish
2 years ago
Jiarui Fang
aa7bef73d4
[Tensor] distributed view supports inter-process hybrid parallel ( #1169 )
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
ver217
634eecb98e
mark sanity_check of dist_spec_mgr as staticmethod ( #1161 )
2 years ago
ver217
4e67b2a890
fix chunk move device ( #1158 )
2 years ago
Jiarui Fang
07f9c781f9
[graph] improve the graph building. ( #1157 )
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
8cdce0399c
[ColoTensor] improves init functions. ( #1150 )
2 years ago
Frank Lee
0e4e62d30d
[tensor] added __repr__ to spec ( #1147 )
2 years ago
ver217
789cad301b
[hotfix] fix param op hook ( #1131 )
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* fix param op hook
* update zero tp test
* fix bugs
2 years ago
ver217
7d14b473f0
[gemini] gemini mgr supports "cpu" placement policy ( #1118 )
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* 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
ver217
f99f56dff4
fix colo parameter torch function ( #1117 )
2 years ago
ver217
895c1c5ee7
[tensor] refactor param op hook ( #1097 )
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* refactor param op hook
* add docstr
* fix bug
2 years ago
Frank Lee
cb18922c47
[doc] added documentation to chunk and chunk manager ( #1094 )
...
* [doc] added documentation to chunk and chunk manager
* polish code
* polish code
* polish code
2 years ago
ver217
1f894e033f
[gemini] zero supports gemini ( #1093 )
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* 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
2 years ago
ver217
be01db37c8
[tensor] refactor chunk mgr and impl MemStatsCollectorV2 ( #1077 )
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* 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
2 years ago
ver217
1b17859328
[tensor] chunk manager monitor mem usage ( #1076 )
2 years ago
ver217
98cdbf49c6
[hotfix] fix chunk comm src rank ( #1072 )
2 years ago
ver217
c5cd3b0f35
[zero] zero optim copy chunk rather than copy tensor ( #1070 )
2 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
ver217
e1922ea4f6
[zero] add chunk size search for chunk manager ( #1052 )
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