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 )
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* 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
ver217
c4d903e64a
[gemini] accelerate adjust_layout() ( #878 )
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* add lru cache
* polish code
* update unit test
* fix sharded optim
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
HELSON
3107817172
[gemini] add stateful tensor container ( #867 )
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
Frank Lee
1258af71cc
[ci] cache cuda extension ( #860 )
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
HELSON
e5ea3fdeef
[gemini] add GeminiMemoryManger ( #832 )
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* refactor StatefulTensor, tensor utilities
* add unitest for GeminiMemoryManager
3 years ago
YuliangLiu0306
35ea6e1023
[pipelinable]use pipelinable context to initialize non-pipeline model ( #816 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
.
* [pipeline]add module lazy init feature to support large model initization.
* [pipeline]add to_layer_list and partition method to support arbitrary non-pp model
* refactor the module structure
* polish
* [pipelinable]add unit test for pipelinable
* polish
* polish
* Fix CodeFactor issues.
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
Frank Lee
943982d29a
[unittest] refactored unit tests for change in dependency ( #838 )
3 years ago
Frank Lee
01e9f834f5
[dependency] removed torchvision ( #833 )
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* [dependency] removed torchvision
* fixed transforms
3 years ago
Jiarui Fang
cb5a4778e1
Revert "[WIP] Applying ColoTensor on TP-1D-row Linear. ( #831 )" ( #835 )
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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