Commit Graph

104 Commits (50e5602c2d6c8e25ad544cbecc38649e5257e7b8)

Author SHA1 Message Date
YuliangLiu0306 8897b8f753
[autoparallel] autoparallel initialize (#2238) 2022-12-31 01:02:14 +08:00
Boyuan Yao d0bc5a1b34
[autoparallel] new metainfoprop based on metainfo class (#2179)
* [autoparallel] new metainfoprop to combine SPMD solver and checkpoint solver

* [autoparallel] new metainfoprop to combine SPMD solver and checkpoint solver

* [autoparallel] modify placeholder handler

* [autoparallel] modify metainfoprop

* [autoparallel] fix function typo

* [autoparallel] fix placeholder handler
2022-12-28 13:35:08 +08:00
YuliangLiu0306 78509124d3
[autoparallel] update getitem handler (#2207) 2022-12-27 19:58:32 +08:00
YuliangLiu0306 4851f2d607
[autoparallel] update_getattr_handler (#2193) 2022-12-26 21:57:39 +08:00
Boyuan Yao cfe2a9bd90
[autoparallel] memory estimation for shape consistency (#2144)
* [fx] metainfo class for auto parallel

* [fx] add unit test for linear metainfo

* [fx] fix bwd param for linear

* [fx] modify unit test

* [fx] modify unit test

* [fx] modify import

* [fx] modify import

* [fx] modify import

* [fx] move meta profiler to auto parallel

* [fx] add conv metainfo class

* [fx] restore profiler

* [fx] restore meta profiler

* [autoparallel] modify unit test

* [fx] modify unit test

* [autoparallel] add batchnorm metainfo class

* [autoparallel] fix batchnorm unit test function declaration

* [fx] restore profiler

* [fx] add relu metainfo class

* [fx] restore profiler

* [autoparallel] modify metainfo input

* [autoparallel] add pooling metainfo

* [autoparallel] add F.linear metainfo generator

* [autoparallel] add binary elementwise metainfo

* [fx] recover profiler

* [autoparallel] fix forward memory calculation

* [autoparallel] modify constants.py

* [autoparallel] remove redundant print

* [autoparallel] add F.conv metainfo

* [autoparallel] linear fix

* [autoparallel] memory estimation for communication actions

* [autoparallel] fix docstring

* [autoparallel] fix variables name
2022-12-21 10:39:37 +08:00
YuliangLiu0306 1cce6e36ca
[autoparallel] use metainfo in handler (#2149) 2022-12-20 10:31:22 +08:00
YuliangLiu0306 a3c6924deb
[autoparallel] process size nodes in runtime pass (#2130)
* [autoparallel] process size nodes in runtime pass

* polish code
2022-12-14 16:10:50 +08:00
YuliangLiu0306 536560ccc0
[autoparallel] implement softmax handler (#2132) 2022-12-14 16:09:53 +08:00
YuliangLiu0306 cd0af9f7f6
[autoparallel] gpt2lp runtimee test (#2113) 2022-12-12 18:06:40 +08:00
YuliangLiu0306 d3d4630495
[autoparallel] add sum handler (#2101) 2022-12-08 17:02:54 +08:00
YuliangLiu0306 3af7e65dea
[autoparallel] complete gpt related module search (#2097) 2022-12-08 10:04:09 +08:00
YuliangLiu0306 7f72eb0510
[autoparallel]add embedding handler (#2089)
* [autoparallel] add embedding handler

* fix bugs
2022-12-07 09:41:46 +08:00
YuliangLiu0306 0e9db368ef
[autoparallel] add tensor constructor handler (#2082) 2022-12-06 10:20:10 +08:00
YuliangLiu0306 cdf537a648
[autoparallel] add non_split linear strategy (#2078)
* [autoparallel] add non_split linear stategy

* polish
2022-12-06 10:19:33 +08:00
YuliangLiu0306 f123476666
[autoparallel] complete gpt block searching (#2065)
* [autoparallel] complete gpt block searching

* fix test
2022-12-06 10:17:10 +08:00
YuliangLiu0306 1c1fe44305
[autoparallel] adapt solver with self attention (#2037)
* [autoparallel] adapt solver with self attention

* polish code
2022-12-01 17:53:15 +08:00
YuliangLiu0306 0dbcd4a6f5
[autoparallel] add split handler (#2032)
* [autoparallel] add split handler

* add numerical test and runtime passes
2022-11-29 11:03:51 +08:00
YuliangLiu0306 81330b0352
[autoparallel] add experimental permute handler (#2029) 2022-11-27 20:26:52 +08:00
YuliangLiu0306 ea0f6b8df9
[autoparallel] add runtime pass and numerical test for view handler (#2018) 2022-11-25 15:50:16 +08:00
YuliangLiu0306 1438993113
[autoparallel] add experimental view handler (#2011)
* [autoparallel] add experimental view handler

* polish

* polish

* polish code

* rename variables
2022-11-24 11:34:41 +08:00
YuliangLiu0306 155891113e
[autoparallel] use pytree map style to process data (#1989) 2022-11-21 10:44:22 +08:00
YuliangLiu0306 35e6b9ec82
[autoparallel] adapt handlers with attention block (#1990)
* [autoparallel] adapt handlers with attention block

* polish
2022-11-21 10:44:11 +08:00
YuliangLiu0306 05020e50d0
[autoparallel] support more flexible data type (#1967) 2022-11-18 17:01:06 +08:00
YuliangLiu0306 0da1d00399
[autoparallel] support distributed dataloader option (#1906)
* [autoparallel] support distributed dataloader option

* update output handler to support ddp dataloader

* poish code
2022-11-17 20:11:53 +08:00
YuliangLiu0306 fea3cb661c
[autoparallel] support addmm in tracer and solver (#1961)
* [fx] patch addmm

* [autoparallel] support addmm in tracer and solver
2022-11-16 14:59:18 +08:00
YuliangLiu0306 36c0f3ea5b
[autoparallel] remove redundancy comm node (#1893) 2022-11-15 10:53:41 +08:00
YuliangLiu0306 1b494ad73c
[autoparallel] fix linear logical convert issue (#1857) 2022-11-10 17:19:22 +08:00
HELSON 72c9448920 [NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/operator_handler.py code style (#1845) 2022-11-09 12:08:47 +08:00
Sze-qq 95ac4f88ea [NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/conv_handler.py code style (#1829)
Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
2022-11-09 12:08:47 +08:00
binmakeswell 3c3714fc2a [NFC] polish strategies_constructor.py code style (#1806) 2022-11-09 12:08:47 +08:00
YuliangLiu0306 49216d7ab1
[autoparallel] fix bugs caused by negative dim key (#1808)
* [autoparallel] fix bugs caused by negative dim key

* fix import error

* fix matmul test issue

* fix unit test issue
2022-11-08 17:03:50 +08:00
YuliangLiu0306 f6032ddb17
[autoparallel] fix bias addition module (#1800) 2022-11-08 16:21:25 +08:00
YuliangLiu0306 e34e850a4c
[autoparallel]add essential CommActions for broadcast oprands (#1793) 2022-11-04 18:36:42 +08:00
Boyuan Yao 05ce3d369f
[fx] Add linear metainfo class for auto parallel (#1783)
* [fx] metainfo class for auto parallel

* [fx] add unit test for linear metainfo

* [fx] fix bwd param for linear

* [fx] modify unit test

* [fx] modify unit test

* [fx] modify import

* [fx] modify import

* [fx] modify import

* [fx] move meta profiler to auto parallel
2022-11-04 10:55:09 +08:00
YuliangLiu0306 2c4c7b3618
[autoparallel] add getattr handler (#1767)
* [autoparallel] add getattr haandler

* polish code

* add extra processes for Parameters

* add unit test for param resharding cost

* add docstring and polish test
2022-11-03 12:31:33 +08:00
Frank Lee f3f19a5c47
[autoparallel] added matmul handler (#1763)
* [autoparallel] added matmul handler

* polish code
2022-11-01 15:14:53 +08:00
YuliangLiu0306 27de252334
[autoparallel] fix conv handler numerical test (#1771) 2022-11-01 10:43:44 +08:00
YuliangLiu0306 b0f7c8bde8
[autoparallel] update CommSpec to CommActions (#1768)
* [autoparallel] update CommSpec to CommActions

* polish code
2022-10-28 09:57:43 +08:00
YuliangLiu0306 b4cc59b61e
[autoparallel] add numerical test for node strategies (#1760)
* [autoparallel] add numerical test for node strategies

* polish code

* polish code
2022-10-27 10:42:54 +08:00
Frank Lee f9a613d660
[autoparallel] added binary elementwise node handler (#1758)
* [autoparallel] added binary elementwise node handler

* polish code
2022-10-25 14:32:01 +08:00
Frank Lee 262652c8bc
[autoparallel] added addbmm handler (#1751) 2022-10-21 18:55:48 +08:00
YuliangLiu0306 cdb7d5e7d2
[hotfix] autoparallel unit test (#1752) 2022-10-20 19:51:38 +08:00
YuliangLiu0306 a4ce180e85
[autoparallel] add sequential order to communication actions (#1735) 2022-10-20 18:48:18 +08:00
Frank Lee 474111ecb5
[autoparallel] fixed wrong sharding strategy in conv handler (#1747)
* [autoparallel] fixed wrong sharding strategy in conv handler

* polish code
2022-10-20 16:12:39 +08:00
Frank Lee 8b8937d901
[autoparallel] fixed wrong generated strategy for dot op (#1746)
* [autoparallel] fixed wrong generated strategy for dot op

* polish code
2022-10-20 15:18:16 +08:00
Frank Lee 993b8875b6
[autoparallel] handled illegal sharding strategy in shape consistency (#1744)
* [autoparallel] handled illegal sharding strategy in shape consistency

* polish code
2022-10-20 12:06:25 +08:00
Frank Lee 88a79814fb
[autoparallel] handled illegal strategy in node handler (#1743)
* [autoparallel] handled illegal strategy in node handler

* polish code
2022-10-19 17:08:52 +08:00
Frank Lee eee84908d4
[autoparallel] handled illegal sharding strategy (#1728)
* [autoparallel] handled illegal sharding strategy

* polish code
2022-10-19 12:53:06 +08:00
YuliangLiu0306 d373e67b99
[hotfix] resharding cost issue (#1742) 2022-10-19 11:33:43 +08:00
YuliangLiu0306 845ff4a47a
[autoparallel] resnet block runtime apply (#1709)
* [autoparallel] resnet block runtime apply

* seperate buffer and parameter in MemoryCost

* polish code

* add comments and todos

* fix test issue
2022-10-17 13:37:38 +08:00
Frank Lee 22a115406b
[autoparallel] fixed broken node handler tests (#1708) 2022-10-14 18:25:59 +08:00
Frank Lee 6c331a5a09
[autoparallel] refactored the autoparallel module for organization (#1706)
* [autoparallel] refactored the autoparallel module for organization

* polish code
2022-10-14 13:27:00 +08:00
Frank Lee 8283e95db3
[autoparallel] collated all deprecated files (#1700)
* [autoparallel] collated all deprecated files

* polish code
2022-10-13 18:24:11 +08:00
Frank Lee e2355d01b9
[autoparallel] init new folder structure (#1696) 2022-10-13 14:18:55 +08:00