Jiarui Fang
79fe7b027a
[hotfix] test model unittest hotfix ( #1281 )
2 years ago
Jiarui Fang
e56731e916
[hotfix] test_gpt.py duplicated ( #1279 )
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* make it faster
* [hotfix] torchvison fx tests
* [hotfix] rename duplicated named test_gpt.py
2 years ago
HELSON
abba4d84e1
[hotfix] fix bert model test in unitests ( #1272 )
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
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
0453776def
[tensor] fix a assertion in colo_tensor cross_entropy ( #1232 )
2 years ago
Jiarui Fang
0e199d71e8
[hotfix] fx get comm size bugs ( #1233 )
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* init a checkpoint dir
* [checkpoint]support resume for cosinewarmuplr
* [checkpoint]add unit test
* fix some bugs but still not OK
* fix bugs
* make it faster
* [checkpoint]support generalized scheduler
* polish
* [tensor] torch function return colotensor
* polish
* fix bugs
* remove debug info
* polish
* polish
* [tensor] test_model pass unittests
* polish
* [hotfix] fx get comm size bug
Co-authored-by: ZhaoYi1222 <zhaoyi9499@gmail.com>
2 years ago
HELSON
42ab36b762
[tensor] add unitest for colo_tensor 1DTP cross_entropy ( #1230 )
2 years ago
Jiarui Fang
a98319f023
[tensor] torch function return colotensor ( #1229 )
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
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
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
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 )
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* 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 )
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* 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
ver217
8106d7b8c7
[ddp] refactor ColoDDP and ZeroDDP ( #1146 )
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* ColoDDP supports overwriting default process group
* rename ColoDDPV2 to ZeroDDP
* add docstr for ZeroDDP
* polish docstr
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
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
3 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
3 years ago
Ziyue Jiang
b3a03e4bfd
[Tensor] fix equal assert ( #1091 )
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* fix equal assert
* polish
3 years ago
Frank Lee
65ee6dcc20
[test] ignore 8 gpu test ( #1080 )
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* [test] ignore 8 gpu test
* polish code
* polish workflow
* polish workflow
3 years ago
Ziyue Jiang
0653c63eaa
[Tensor] 1d row embedding ( #1075 )
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* 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 )
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* reorgnize colotensor directory
* polish code
3 years ago
Ziyue Jiang
df9dcbbff6
[Tensor] add hybrid device demo and fix bugs ( #1059 )
3 years ago
ver217
51b9a49655
[zero] add zero optimizer for ColoTensor ( #1046 )
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* 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 )
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* 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
Ziyue Jiang
7c530b9de2
[Tensor] add Parameter inheritance for ColoParameter ( #1041 )
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* 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 )
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* add Embedding
* Add bert test
* polish
* add check module test
* polish
* polish
* polish
* polish
3 years ago
Ziyue Jiang
32291dd73f
[Tensor] add module handler for linear ( #1021 )
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* add module spec for linear
* polish
* polish
* polish
3 years ago
ver217
cefc29ff06
[tensor] impl ColoDDP for ColoTensor ( #1009 )
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* impl ColoDDP for ColoTensor
* polish code
3 years ago
ver217
a3b66f6def
[tensor] refactor parallel action ( #1007 )
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* refactor parallel action
* polish unit tests
3 years ago
ver217
8e3d0ad8f1
[unit test] refactor test tensor ( #1005 )
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* polish test_gpt
* update op unit tests
* update test model
3 years ago
ver217
ad536e308e
[tensor] refactor colo-tensor ( #992 )
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* 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 )
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* 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 )
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* 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 )
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* add optimizer to bert test
* polish
3 years ago
Ziyue Jiang
d73c2b1d79
[Tensor] fix init context ( #931 )
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* change torch.Parameter to ColoParameter
* fix post assignment for init context
* polish
* polish
3 years ago
Ziyue Jiang
dfc88b85ea
[Tensor] simplify named param ( #928 )
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* simplify ColoModulize
* simplify ColoModulize
* polish
* polish
3 years ago
ver217
45b9124df4
[tensor] hijack addmm for colo tensor ( #923 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* [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 )
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* 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 )
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* [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
Jiarui Fang
909211453b
[Tensor] Add some attributes to ColoTensor ( #877 )
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* [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 )
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* [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
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
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
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
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 )
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* revert zero tensors back
* [tensor] init row 1d linear
3 years ago
Jiarui Fang
294a6060d0
[tensor] ZeRO use ColoTensor as the base class. ( #828 )
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* [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