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201 Commits (b29e1f07224298aea35aab7ee83284beac28e0d8)

Author SHA1 Message Date
YuliangLiu0306 52fda88796
[autoparallel] add layer norm handler v2 (#1671) 
* [autoparallel] add layer norm handler v2

* polish code

* polish code
 2022-10-09 14:23:22 +08:00
YuliangLiu0306 11ec070e53
[hotfix]unit test (#1670) 2022-09-29 12:49:28 +08:00
Frank Lee a60024e77a
[autoparallel] added utils for broadcast operation (#1665) 
* [autoparallel] added utils for broadcast operation

* polish code
 2022-09-29 11:22:29 +08:00
YuliangLiu0306 3f068d1409
[autoparallel] update CommSpec (#1667) 2022-09-29 11:20:59 +08:00
Frank Lee 247a9dbca9
[autoparallel] added bias comm spec to matmul strategy (#1664) 2022-09-29 11:08:05 +08:00
YuliangLiu0306 746f8f979d
[autoparallel] add batch norm handler v2 (#1666) 2022-09-29 11:02:49 +08:00
YuliangLiu0306 c27e701cb2
[autoparallel] remove no strategy nodes (#1652) 
* [autoparallel] remove no strategy nodes

* fix none object iteration issue
 2022-09-29 10:43:25 +08:00
Frank Lee 50f16a2850
[autoparallel] added compute resharding costs for node handler (#1662) 2022-09-28 19:55:44 +08:00
Frank Lee 9ec401a722
[autoparallel] added new strategy constructor template (#1661) 
* [autoparallel] added new strategy constructor template

* polish code
 2022-09-28 14:01:36 +08:00
Frank Lee 3a4d6f63a8
[autoparallel] added node handler for bmm (#1655) 2022-09-28 11:32:16 +08:00
YuliangLiu0306 095854477f
[autoparallel] add conv handler v2 (#1663) 2022-09-28 11:24:59 +08:00
YuliangLiu0306 1e7816a460
[autoparallel] adapt solver with gpt (#1653) 2022-09-28 11:17:26 +08:00
Frank Lee 30e50c8b4a
[autoparallel] implemented all matmul strategy generator (#1650) 2022-09-27 12:06:25 +08:00
YuliangLiu0306 03978aad45
[autoparallel] change the following nodes strategies generation logic (#1636) 
* [autoparallel] change the following nodes strategies generation logic

* fix unit test
 2022-09-27 11:20:52 +08:00
YuliangLiu0306 59f100510a
[autoparallel] where handler (#1651) 
* [autoparallel] where handler

* fix unit test
 2022-09-27 11:20:43 +08:00
Frank Lee 45b39a692a
[autoparallel] implemented linear projection strategy generator (#1639) 2022-09-26 16:58:14 +08:00
YuliangLiu0306 b2b2a4af98
[autoparallel] adapt solver with mlp (#1638) 2022-09-26 15:26:14 +08:00
YuliangLiu0306 702dbc5288
[tensor] use communication autograd func (#1617) 
* [tensor] use communication autograd func

* change all to all comm spec info

* rename pattern and distinguish fwd/bwd

* polish code
 2022-09-23 13:31:15 +08:00
YuliangLiu0306 c7ac0f4ab2
[autoparallel] add elementwise handler (#1622) 
* [autoparallel] add elementwise handler

* polish code

* polish code

* reduce skipped strategies range

* polish code
 2022-09-23 13:27:31 +08:00
YuliangLiu0306 3a46215135
[autoparallel] add embedding handler (#1620) 2022-09-23 12:34:30 +08:00
YuliangLiu0306 69448f64c4
[autoparallel] protect bcast handler from invalid strategies (#1631) 2022-09-23 12:12:49 +08:00
YuliangLiu0306 0c703189b9
[autoparallel] add layernorm handler (#1629) 2022-09-23 12:00:25 +08:00
YuliangLiu0306 bf77d3ab65
[autoparallel] recover the merged node strategy index (#1613) 2022-09-23 11:52:42 +08:00
Frank Lee d925122020
[autoparallel] added new linear module handler (#1616) 2022-09-21 12:23:21 +08:00
YuliangLiu0306 6a8f8cc05e
[hotfix] got sliced types (#1614) 2022-09-20 14:32:42 +08:00
Frank Lee d397842fa8
[autoparallel] added new node handler (#1612) 2022-09-20 14:17:21 +08:00
YuliangLiu0306 7d1bb71d5d
[fx] PoC of runtime shape consistency application (#1607) 
* [fx] PoC of runtime shape consistency application

* polish code
 2022-09-20 14:00:04 +08:00
YuliangLiu0306 47b11c432c
[autoparallel]add bcast matmul strategies (#1605) 2022-09-20 11:26:21 +08:00
Frank Lee edb67cb378
[autoparallel] refactored the data structure for sharding strategy (#1610) 2022-09-20 11:20:54 +08:00
YuliangLiu0306 eac1b79371
[autoparallel] add bcast op handler (#1600) 
* [autoparallel] add bcast op handler

* polish code

* add more BCAST FUNC OP

* polish code

* add exception handler

* polish
 2022-09-16 11:33:01 +08:00
Frank Lee 3abf98a633
[autoparallel] added all non-bcast matmul strategies (#1603) 2022-09-16 10:47:32 +08:00
Frank Lee db98b695b2
[autoparallel] added strategy generator and bmm strategies (#1602) 2022-09-15 16:57:07 +08:00
YuliangLiu0306 faa23b9d9a
[autoparallel] add reshape handler (#1594) 
* [autoparallel] add reshape handler

* polish code
 2022-09-14 10:25:45 +08:00
Frank Lee 27fe8af60c
[autoparallel] refactored shape consistency to remove redundancy (#1591) 
* [autoparallel] refactored shape consistency to remove redundancy

* polish code

* polish code

* polish code
 2022-09-13 18:30:18 +08:00
YuliangLiu0306 d164449d00
[autoparallel] add resnet autoparallel unit test and add backward weight communication cost (#1589) 2022-09-13 18:05:05 +08:00
Frank Lee 7c18a588c8
[autoparallel] added generate_sharding_spec to utils (#1590) 2022-09-13 15:43:22 +08:00
Frank Lee 219f66c571
[autoparallel] added solver option dataclass (#1588) 2022-09-13 14:47:09 +08:00
YuliangLiu0306 82d4376c23
[autoparallel] adapt solver with resnet (#1583) 
* [autoparallel]adapt solver with resnet

* polish code

* polish code
 2022-09-13 12:07:09 +08:00
YuliangLiu0306 0908d0fc61
[autoparallel]add backward cost info into strategies (#1524) 2022-09-07 11:19:00 +08:00
YuliangLiu0306 1a3599410d
[autoparallel] support fucntion in operator handler (#1529) 2022-09-07 11:18:41 +08:00
YuliangLiu0306 44c866a3e3
[autoparallel] change the merge node logic (#1533) 2022-09-07 11:18:19 +08:00
YuliangLiu0306 3345c6d352
[autoparellel]add strategies constructor (#1505) 
* [autoparellel]add strategies constructor

* remove duplicated strategies

* polish code

* adapt cost graph with StrategiesConstructor

* polish
 2022-08-30 16:32:09 +08:00
Frank Lee a0436a62ee
[autoparallel] added liveness analysis (#1516) 
* [autoparallel] added liveness analysis

* remove memory cost
 2022-08-30 15:54:37 +08:00
YuliangLiu0306 8b7d6bd5be
[autoparallel] add more sharding strategies to conv (#1487) 2022-08-26 11:17:56 +08:00
YuliangLiu0306 413c053453
[autoparallel] add cost graph class (#1481) 
* [autoparallel] add cost graph class

* polish code
 2022-08-25 17:19:59 +08:00
Frank Lee d39e11dffb
[autoparallel] added namespace constraints (#1490) 2022-08-24 15:44:07 +08:00
Frank Lee ede326298b
[autoparallel] integrate auto parallel with torch fx (#1479) 2022-08-23 14:23:08 +08:00
Frank Lee 628c7e3fc8
[autoparallel] added dot handler (#1475) 2022-08-22 10:32:17 +08:00
Frank Lee 9dae9bb2bc
[autoparallel] introduced baseclass for op handler and reduced code redundancy (#1471) 
* [autoparallel] introduced baseclass for op handler and reduced code redundancy

* polish code
 2022-08-19 16:51:38 +08:00
Frank Lee 3a54e1c9b7
[autoparallel] standardize the code structure (#1469) 2022-08-19 15:51:54 +08:00
YuliangLiu0306 26a37b5cd5
[autoparallel] Add conv handler to generate strategies and costs info for conv (#1467) 2022-08-19 14:57:23 +08:00