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ColossalAI
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47 Commits (e8ad3c88f570a24180103eee8c2af6cd1c5f92d5)

Author SHA1 Message Date
digger yu 7f8203af69
fix typo colossalai/auto_parallel autochunk fx/passes etc. (#3808) 2023-05-24 09:01:50 +08:00
digger yu 32f81f14d4
[NFC] fix typo colossalai/amp auto_parallel autochunk (#3756) 2023-05-19 13:50:00 +08:00
digger-yu ad6460cf2c
[NFC] fix typo applications/ and colossalai/ (#3735) 2023-05-15 11:46:25 +08:00
digger-yu b9a8dff7e5
[doc] Fix typo under colossalai and doc(#3618) 
* Fixed several spelling errors under colossalai

* Fix the spelling error in colossalai and docs directory

* Cautious Changed the spelling error under the example folder

* Update runtime_preparation_pass.py

revert autograft to autograd

* Update search_chunk.py

utile to until

* Update check_installation.py

change misteach to mismatch in line 91

* Update 1D_tensor_parallel.md

revert to perceptron

* Update 2D_tensor_parallel.md

revert to perceptron in line 73

* Update 2p5D_tensor_parallel.md

revert to perceptron in line 71

* Update 3D_tensor_parallel.md

revert to perceptron in line 80

* Update README.md

revert to resnet in line 42

* Update reorder_graph.py

revert to indice in line 7

* Update p2p.py

revert to megatron in line 94

* Update initialize.py

revert to torchrun in line 198

* Update routers.py

change to detailed in line 63

* Update routers.py

change to detailed in line 146

* Update README.md

revert  random number in line 402
 2023-04-26 11:38:43 +08:00
Xuanlei Zhao 10c61de2f7
[autochunk] support vit (#3084) 
support vit for autochunk
* support some new ops for vit
* fix some bugs
* add test for vit
 2023-03-10 10:23:26 +08:00
Xuanlei Zhao 2ca9728cbb
[autochunk] refactor chunk memory estimation (#2762) 
* refact memory code

* dont log free var memory

* add memory align

* update chunk target

* update setting for new memory

* finish test

* update tracer

* update typo

* update test
 2023-03-08 16:22:30 +08:00
oahzxl 6ba8364881
[autochunk] support diffusion for autochunk (#2621) 
* add alphafold benchmark

* renae alphafold test

* rename tests

* rename diffuser

* renme

* rename

* update transformer

* update benchmark

* update benchmark

* update bench memory

* update transformer benchmark

* rename

* support diffuser

* support unet metainfo prop

* fix bug and simplify code

* update linear and support some op

* optimize max region search, support conv

* update unet test

* support some op

* support groupnorm and interpolate

* update flow search

* add fix dim in node flow

* fix utils

* rename

* support diffusion

* update diffuser

* update chunk search

* optimize imports

* import

* finish autochunk
 2023-02-07 16:32:45 +08:00
oahzxl 05671fcb42
[autochunk] support multi outputs chunk search (#2538) 
Support multi outputs chunk search. Previously we only support single output chunk search. It is more flexible and improve performance by a large margin. For transformer, we reduce memory by 40% than previous search strategy.

1. rewrite search strategy to support multi outputs chunk search
2. fix many, many bugs
3. update tests
 2023-02-01 13:18:51 +08:00
oahzxl 63199c6687
[autochunk] support transformer (#2526) 2023-01-31 16:00:06 +08:00
oahzxl c04f183237
[autochunk] support parsing blocks (#2506) 2023-01-20 11:18:17 +08:00
oahzxl 72341e65f4
[auto-chunk] support extramsa (#3) (#2504) 2023-01-20 10:13:03 +08:00
oahzxl ecccc91f21
[autochunk] support autochunk on evoformer (#2497) 2023-01-19 11:41:00 +08:00
oahzxl 4953b4ace1
[autochunk] support evoformer tracer (#2485) 
support full evoformer tracer, which is a main module of alphafold. previously we just support a simplifed version of it.
1. support some evoformer's op in fx
2. support evoformer test
3. add repos for test code
 2023-01-16 19:25:05 +08:00
oahzxl 7ab2db206f adapt new fx 2023-01-10 11:56:00 +08:00
oahzxl fd818cf144 change imports 2023-01-10 11:10:45 +08:00
oahzxl a591d45b29 add available 2023-01-10 10:56:39 +08:00
oahzxl 615e7e68d9 update doc 2023-01-10 10:44:07 +08:00
oahzxl 7d4abaa525 add doc 2023-01-10 09:59:47 +08:00
oahzxl 1be0ac3cbf add doc for trace indice 2023-01-09 17:59:52 +08:00
oahzxl 0b6af554df remove useless function 2023-01-09 17:46:43 +08:00
oahzxl d914a21d64 rename 2023-01-09 17:45:36 +08:00
oahzxl 865f2e0196 rename 2023-01-09 17:42:25 +08:00
oahzxl a4ed5b0d0d rename in doc 2023-01-09 17:41:26 +08:00
oahzxl 1bb1f2ad89 rename 2023-01-09 17:38:16 +08:00
oahzxl cb9817f75d rename function from index to indice 2023-01-09 17:34:30 +08:00
oahzxl 0ea903b94e rename trace_index to trace_indice 2023-01-09 17:25:13 +08:00
oahzxl 065f0b4c27 add doc for search 2023-01-09 17:11:51 +08:00
oahzxl a68d240ed5 add doc for search chunk 2023-01-09 16:54:08 +08:00
oahzxl 1951f7fa87 code style 2023-01-09 16:30:16 +08:00
oahzxl 212b5b1b5f add comments 2023-01-09 16:29:33 +08:00
oahzxl 19cc64b1d3 remove autochunk_available 2023-01-09 16:06:58 +08:00
oahzxl 4d223e18a2 fix typo 2023-01-09 13:46:17 +08:00
oahzxl 8a989a0d89 code style 2023-01-06 17:55:22 +08:00
oahzxl c3a2bf48b4 code style 2023-01-06 17:31:59 +08:00
oahzxl a6cdbf9161 seperate trace flow 2023-01-06 17:24:23 +08:00
oahzxl 4748967fb1 ad reorder graph 2023-01-06 17:13:18 +08:00
oahzxl da4076846d rename 2023-01-06 17:09:37 +08:00
oahzxl c3d72f7db9 seperate reorder 2023-01-06 16:53:01 +08:00
oahzxl 6685a9d022 seperate non chunk input 2023-01-06 15:53:24 +08:00
oahzxl f856611d21 seperate prepose_nodes 2023-01-06 15:47:17 +08:00
oahzxl f4a1607e56 seperate input node dim search 2023-01-06 15:36:17 +08:00
oahzxl ae27a8b26d seperate flow tracer 2023-01-06 14:57:33 +08:00
oahzxl fd87d78a28 rename ambiguous variable 2023-01-06 14:28:04 +08:00
oahzxl 2bde9d2b7f code format 2023-01-06 14:21:49 +08:00
oahzxl 8a634af2f5 close mem and code print 2023-01-06 14:19:45 +08:00
oahzxl 1a6d2a740b take apart chunk code gen 2023-01-06 14:14:45 +08:00
oahzxl efb1c64c30 restruct dir 2023-01-06 11:39:26 +08:00