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 )
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* 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 )
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* [doc] added documentation to chunk and chunk manager
* polish code
* polish code
* polish code
3 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
ver217
1b17859328
[tensor] chunk manager monitor mem usage ( #1076 )
3 years ago
ver217
98cdbf49c6
[hotfix] fix chunk comm src rank ( #1072 )
3 years ago
ver217
c5cd3b0f35
[zero] zero optim copy chunk rather than copy tensor ( #1070 )
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
e1922ea4f6
[zero] add chunk size search for chunk manager ( #1052 )
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
a3b66f6def
[tensor] refactor parallel action ( #1007 )
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* refactor parallel action
* polish unit tests
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
Jiarui Fang
802ac297cc
[Tensor] remove useless import in tensor dir ( #997 )
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
ver217
4ca732349e
[tensor] colo tensor overrides mul ( #927 )
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* colo tensor overrides mul
* polish code
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
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 )
...
* add 1d vocab loss
* polish
3 years ago
Jiarui Fang
ab95ec9aea
[Tensor] init ColoParameter ( #914 )
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
676f191532
[Tensor] activation is an attr of ColoTensor ( #897 )
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
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
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
8af5f7423d
[tensor] an initial dea of tensor spec ( #865 )
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* a initial dea of tensor spec
* polish
* polish
3 years ago
Jiarui Fang
126ba573a8
[Tensor] add layer norm Op ( #852 )
3 years ago
Jiarui Fang
29159d9b5b
hotfix tensor unittest bugs ( #862 )
3 years ago
YuliangLiu0306
c6930d8ddf
[pipelinable]use ColoTensor to replace dummy tensor. ( #853 )
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
4575a3298b
[hotfix] ColoTensor pin_memory ( #840 )
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
Jiarui Fang
68dcd51d41
[Tensor] update ColoTensor torch_function ( #822 )
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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
* polish
3 years ago
Jiarui Fang
0ce8924ceb
[tensor] reorganize files ( #820 )
3 years ago