Jiarui Fang
0e199d71e8
[hotfix] fx get comm size bugs ( #1233 )
...
* 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>
2022-07-08 10:54:41 +08:00
HELSON
42ab36b762
[tensor] add unitest for colo_tensor 1DTP cross_entropy ( #1230 )
2022-07-07 19:17:23 +08:00
Jiarui Fang
a98319f023
[tensor] torch function return colotensor ( #1229 )
2022-07-07 18:09:18 +08:00
Jiarui Fang
15d988f954
[tensor] sharded global process group ( #1219 )
2022-07-07 13:38:48 +08:00
Jiarui Fang
ae7d3f4927
[refactor] move process group from _DistSpec to ColoTensor. ( #1203 )
2022-07-06 16:15:16 +08:00
Jiarui Fang
060b917daf
[refactor] remove gpc dependency in colotensor's _ops ( #1189 )
2022-07-04 18:54:37 +08:00
Jiarui Fang
c463f8adf9
[tensor] remove gpc in tensor tests ( #1186 )
2022-06-29 14:08:40 +08:00
Jiarui Fang
372f791444
[refactor] move chunk and chunkmgr to directory gemini ( #1182 )
2022-06-29 13:31:02 +08:00
Jiarui Fang
7487215b95
[ColoTensor] add independent process group ( #1179 )
2022-06-29 10:03:09 +08:00
Jiarui Fang
1b657f9ce1
[tensor] revert local view back ( #1178 )
2022-06-27 18:38:34 +08:00
Jiarui Fang
0dd4e2bbfb
[Tensor] rename some APIs in TensorSpec and Polish view unittest ( #1176 )
2022-06-27 15:56:11 +08:00
Jiarui Fang
aa7bef73d4
[Tensor] distributed view supports inter-process hybrid parallel ( #1169 )
2022-06-27 09:45:26 +08:00
Jiarui Fang
4b9bba8116
[ColoTensor] rename APIs and add output_replicate to ComputeSpec ( #1168 )
2022-06-24 13:08:54 +08:00
Jiarui Fang
f4ef224358
[Tensor] remove ParallelAction, use ComputeSpec instread ( #1166 )
2022-06-23 17:34:59 +08:00
Jiarui Fang
177c374401
remove gather out in parallel action ( #1163 )
2022-06-23 16:35:05 +08:00
Jiarui Fang
07f9c781f9
[graph] improve the graph building. ( #1157 )
2022-06-22 16:47:20 +08:00
ver217
22717a856f
[tensor] add embedding bag op ( #1156 )
2022-06-22 15:54:03 +08:00
ver217
ae86151968
[tensor] add more element-wise ops ( #1155 )
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* add more element-wise ops
* update test_op
* polish unit test
2022-06-22 15:16:47 +08:00
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>
2022-06-22 11:32:38 +08:00
Jiarui Fang
8cdce0399c
[ColoTensor] improves init functions. ( #1150 )
2022-06-21 18:28:38 +08:00
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
2022-06-21 16:35:23 +08:00
ver217
789cad301b
[hotfix] fix param op hook ( #1131 )
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* fix param op hook
* update zero tp test
* fix bugs
2022-06-17 16:12:05 +08:00
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
2022-06-15 15:05:19 +08:00
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
2022-06-10 14:48:28 +08:00
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
2022-06-09 20:56:34 +08:00
Ziyue Jiang
b3a03e4bfd
[Tensor] fix equal assert ( #1091 )
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* fix equal assert
* polish
2022-06-09 17:36:15 +08:00
Frank Lee
65ee6dcc20
[test] ignore 8 gpu test ( #1080 )
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* [test] ignore 8 gpu test
* polish code
* polish workflow
* polish workflow
2022-06-08 23:14:18 +08:00
Ziyue Jiang
0653c63eaa
[Tensor] 1d row embedding ( #1075 )
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* Add CPU 1d row embedding
* polish
2022-06-08 12:04:59 +08:00
ver217
1b17859328
[tensor] chunk manager monitor mem usage ( #1076 )
2022-06-07 15:00:00 +08:00
Ziyue Jiang
4fc748f69b
[Tensor] fix optimizer for CPU parallel ( #1069 )
2022-06-06 17:36:11 +08:00
Jiarui Fang
49832b2344
[refactory] add nn.parallel module ( #1068 )
2022-06-06 15:34:41 +08:00
Jiarui Fang
a00644079e
reorgnize colotensor directory ( #1062 )
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* reorgnize colotensor directory
* polish code
2022-06-03 18:04:22 +08:00
Ziyue Jiang
df9dcbbff6
[Tensor] add hybrid device demo and fix bugs ( #1059 )
2022-06-03 12:09:49 +08:00
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
2022-06-02 12:13:15 +08:00
ver217
7faef93326
fix dist spec mgr ( #1045 )
2022-05-31 12:14:39 +08:00
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
2022-05-31 12:00:12 +08:00
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
2022-05-30 17:23:44 +08:00
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
2022-05-26 18:15:42 +08:00
Ziyue Jiang
32291dd73f
[Tensor] add module handler for linear ( #1021 )
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* add module spec for linear
* polish
* polish
* polish
2022-05-26 11:50:44 +08:00
ver217
cefc29ff06
[tensor] impl ColoDDP for ColoTensor ( #1009 )
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* impl ColoDDP for ColoTensor
* polish code
2022-05-21 13:52:04 +08:00
ver217
a3b66f6def
[tensor] refactor parallel action ( #1007 )
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* refactor parallel action
* polish unit tests
2022-05-20 20:19:58 +08:00
ver217
8e3d0ad8f1
[unit test] refactor test tensor ( #1005 )
...
* polish test_gpt
* update op unit tests
* update test model
2022-05-19 18:57:56 +08:00
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
2022-05-19 12:44:59 +08:00
ver217
c2fdc6a011
[tensor] derive compute pattern from dist spec ( #971 )
...
* derive compute pattern from dist spec
* polish code
2022-05-16 14:58:08 +08:00
Ziyue Jiang
797a9dc5a9
add DistSpec for loss and test_model ( #947 )
2022-05-13 20:29:50 +08:00
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
2022-05-13 15:13:52 +08:00
Ziyue Jiang
830d3bca26
[Tensor] add optimizer to bert test ( #933 )
...
* add optimizer to bert test
* polish
2022-05-13 11:37:23 +08:00
Ziyue Jiang
d73c2b1d79
[Tensor] fix init context ( #931 )
...
* change torch.Parameter to ColoParameter
* fix post assignment for init context
* polish
* polish
2022-05-11 15:48:12 +08:00
Ziyue Jiang
dfc88b85ea
[Tensor] simplify named param ( #928 )
...
* simplify ColoModulize
* simplify ColoModulize
* polish
* polish
2022-05-11 10:54:19 +08:00
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
2022-05-09 18:55:49 +08:00
Jiarui Fang
534afb018a
test pretrain loading on multi-process ( #922 )
2022-05-09 17:07:35 +08:00
Ziyue Jiang
c195d2814c
[Tensor] add from_pretrained support and bert pretrained test ( #921 )
...
* add from_pretrained support and test
* polish
* polish
* polish
* polish
2022-05-09 16:11:47 +08:00
Jiarui Fang
845856ea29
[Graph] building computing graph with ColoTensor, Linear only ( #917 )
2022-05-07 17:10:37 +08:00
Ziyue Jiang
75d221918a
[Tensor] add 1d vocab loss ( #918 )
...
* add 1d vocab loss
* polish
2022-05-07 15:49:14 +08:00
Ziyue Jiang
dfaff4e243
[Tensor] fix test_model ( #916 )
...
* polish test_model
* polish
2022-05-06 18:06:22 +08:00
Jiarui Fang
ed6426c300
[Tensor] polish model test ( #915 )
2022-05-06 17:07:56 +08:00
Ziyue Jiang
0fab86b12a
[Tensor] add a basic bert. ( #911 )
...
* add base bert test
* Add bert test
* polish
* remove test_bert
* polish
2022-05-06 15:03:43 +08:00
Jiarui Fang
ab95ec9aea
[Tensor] init ColoParameter ( #914 )
2022-05-06 12:57:14 +08:00
Ziyue Jiang
193d629311
update pytest.mark.parametrize in tensor tests ( #913 )
2022-05-06 11:16:40 +08:00
Ziyue Jiang
f593a5637e
[Tensor] add embedding tp1d row ( #904 )
2022-04-29 14:10:05 +08:00
Ziyue Jiang
2c0d19d755
[Tensor] add ColoTensor TP1Dcol Embedding ( #899 )
2022-04-28 17:45:06 +08:00
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
2022-04-28 15:23:40 +08:00
Jiarui Fang
e76f76c08b
[Tensor] test parameters() as member function ( #896 )
2022-04-28 10:57:14 +08:00
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
2022-04-28 10:55:40 +08:00
Jiarui Fang
26c49639d8
[Tensor] overriding paramters() for Module using ColoTensor ( #889 )
2022-04-27 15:28:59 +08:00
Ziyue Jiang
1d0aba4153
[tensor] add ColoTensor 1Dcol ( #888 )
2022-04-27 14:13:55 +08:00
Jiarui Fang
a0e5971692
[Tensor] test model check results for a simple net ( #887 )
2022-04-27 12:00:18 +08:00
Jiarui Fang
72cdc06875
[Tensor] make ColoTensor more robust for getattr ( #886 )
...
* [Tensor] make ColoTensor more robust for getattr
* polish
* polish
2022-04-27 10:57:49 +08:00
Ziyue Jiang
9bc5a77c31
[tensor] wrap function in the torch_tensor to ColoTensor ( #881 )
2022-04-26 20:13:56 +08:00
Jiarui Fang
7f76517a85
[Tensor] make a simple net works with 1D row TP ( #879 )
2022-04-26 18:11:47 +08:00
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
2022-04-26 15:10:47 +08:00
Jiarui Fang
e43f83aa5c
[Tensor] get named parameters for model using ColoTensors ( #874 )
2022-04-26 14:08:01 +08:00
Jiarui Fang
96211c2cc8
[tensor] customized op returns ColoTensor ( #875 )
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* [tensor] customized op returns ColoTensor
* polish
* polish code
2022-04-26 13:23:59 +08:00
Ziyue Jiang
26d4ab8b03
[Tensor] Add function to spec and update linear 1Drow and unit tests ( #869 )
2022-04-26 10:15:26 +08:00
Jiarui Fang
1190b2c4a4
[tensor] add cross_entrophy_loss ( #868 )
2022-04-25 16:01:52 +08:00
Jiarui Fang
d01d3b8cb0
colo init context add device attr. ( #866 )
2022-04-25 14:24:26 +08:00
Jiarui Fang
126ba573a8
[Tensor] add layer norm Op ( #852 )
2022-04-25 11:49:20 +08:00
Ziyue Jiang
bcc8655021
[Tensor ] Add 1Drow weight reshard by spec ( #854 )
2022-04-24 18:30:20 +08:00
Jiarui Fang
62f059251b
[Tensor] init a tp network training unittest ( #849 )
2022-04-24 16:43:44 +08:00
Ziyue Jiang
2a0a427e04
[tensor]add assert for colo_tensor 1Drow ( #846 )
2022-04-24 14:12:45 +08:00
Ziyue Jiang
05023ecfee
[Tensor] TP Linear 1D row ( #843 )
2022-04-24 13:43:12 +08:00
Jiarui Fang
ea0a2ed25f
[hotfix] the bug of numel() in ColoTensor ( #845 )
2022-04-24 12:32:10 +08:00
Jiarui Fang
8789850eea
Init Conext supports lazy allocate model memory ( #842 )
2022-04-22 18:03:35 +08:00
Jiarui Fang
cb5a4778e1
Revert "[WIP] Applying ColoTensor on TP-1D-row Linear. ( #831 )" ( #835 )
...
This reverts commit ac88de6dfc
.
2022-04-22 14:45:57 +08:00
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
2022-04-22 14:03:26 +08:00
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
2022-04-22 12:00:48 +08:00
Ziyue Jiang
8e6fdb4f29
[tensor]fix test_linear ( #826 )
2022-04-21 17:18:56 +08:00
Ziyue Jiang
1a9e2c2dff
[tensor] fix kwargs in colo_tensor torch_funtion ( #825 )
2022-04-21 16:47:35 +08:00
Jiarui Fang
2ecc3d7a55
[tensor] lazy init ( #823 )
2022-04-21 15:40:23 +08:00
Jiarui Fang
660d2d1f1b
[Tensor] apply ColoTensor on Torch functions ( #821 )
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* 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
2022-04-21 14:21:10 +08:00
Jiarui Fang
0ce8924ceb
[tensor] reorganize files ( #820 )
2022-04-21 14:15:48 +08:00