Commit Graph

129 Commits (92de90dfb3f22dbc8dd0bf5f7e03f138fe1b34e4)

Author SHA1 Message Date
Boyuan Yao 24246f7aa5
[autoparallel] Attach input, buffer and output tensor to MetaInfo class (#2162)
* [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

* [autoparallel] attach tensor to metainfo class

* [autoparallel] fix dangerous try except

* [autoparallel] attach memory cost to shape consistency node

* [autoparallel] attach shape consistency node's metainfo to the node

* [autoparallel] remove todo in shape consistency memory estimation

* [autoparallel] fix the annotation
2022-12-28 13:37:40 +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
YuliangLiu0306 550f8f8905
[autoparallel] integrate_gpt_related_tests (#2134)
* [autoparallel] integrate_gpt_related_tests

* polish code

* polish code

* add GPT2Model into runtime test
2022-12-23 12:36:59 +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
Boyuan Yao cf0268da93
[autoparallel] Add F.conv metainfo (#2069)
* [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
2022-12-06 10:17:57 +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
Boyuan Yao 616da17fab
[autoparallel] add binary elementwise metainfo for auto parallel (#2058)
* [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
2022-12-04 15:18:51 +08:00
Boyuan Yao 4b40fbd743
[autoparallel] fix forward memory calculation (#2062) 2022-12-04 15:00:16 +08:00
YuliangLiu0306 e4293e5077
[hotfix] update test for latest version (#2060) 2022-12-02 18:12:30 +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
Boyuan Yao 6cd784ffee
[autoparallel] Add metainfo support for F.linear (#1987)
* [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
2022-11-23 14:12:34 +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
Boyuan Yao c26f21d365
[autoparallel] add pooling metainfo (#1968)
* [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
2022-11-18 15:13:03 +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
Boyuan Yao 7c7921f71b
[autoparallel] add torch.nn.ReLU metainfo (#1868)
* [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
2022-11-16 23:12:31 +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
Super Daniel cc55ff0aa4
[autoparallel] user-friendly API for CheckpointSolver. (#1879)
Merge for SC tutorial
2022-11-10 20:59:28 +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
Boyuan Yao 629172b319
[autoparallel] add batch norm metainfo (#1815)
* [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
2022-11-08 15:05:26 +08:00
Boyuan Yao 327d07c44a
[autoparallel] add conv metainfo class for auto parallel (#1796)
* [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
2022-11-07 16:15:35 +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
Super Daniel e8a9bebc87
[autoparallel] refactor and add rotorc. (#1789)
* [autoparallel] refactor and add rotorc.

* [autoparallel] refactor and add rotorc.
2022-11-03 12:32:51 +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
Super Daniel 1e88811c7a
[autoparallel] move ckpt solvers to autoparallel folder / refactor code (#1764)
* [autoparallel] first move.

* [autoparallel] add solver rotor.

* [autoparallel] add ckpt solvers.

* [autoparallel] modify codegen.

* [fx] fix annotation in test.

* [fx] remove check.

* [autoparallel] polish docstring.

* [fx] refactor MetaTensor.
2022-11-01 10:43:15 +08:00