22e947f982
[autoparallel] fix runtime apply memory estimation ( #2281 )
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* [autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline
* [autoparallel] using fwd_time and bwd_time instead of fwd_flop and bwd_flop
* [autoparallel] specifycomm nodes' memory cost in construct chain
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
2023-01-03 17:18:07 +08:00
24246f7aa5
[autoparallel] Attach input, buffer and output tensor to MetaInfo class ( #2162 )
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* [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
cfe2a9bd90
[autoparallel] memory estimation for shape consistency ( #2144 )
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* [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
d655eea515
[autoparallel] mix gather ( #1977 )
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* Add mix-gather
* Add comments
* Add comments
* Polish comments
* Change the global rank assumption
* Add tests
* Add two-step tests
* Fix 10 and 01
* Skip test becasue the number of GPUs
2022-11-23 21:49:17 +08:00
218c75fd9d
[NFC] polish type hint for shape consistency ( #1801 )
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* [NFC] polish type hint for shape consistency
* polish code
* polish code
2022-11-07 14:13:03 +08:00
b4cc59b61e
[autoparallel] add numerical test for node strategies ( #1760 )
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* [autoparallel] add numerical test for node strategies
* polish code
* polish code
2022-10-27 10:42:54 +08:00
980ed21723
[autoparallel] shard param and buffer as expected ( #1753 )
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* [autoparallel] shard param and buffer as expected
* fix unit test issue
2022-10-21 15:45:13 +08:00
993b8875b6
[autoparallel] handled illegal sharding strategy in shape consistency ( #1744 )
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* [autoparallel] handled illegal sharding strategy in shape consistency
* polish code
2022-10-20 12:06:25 +08:00
51b89d2202
[autoparallel] runtime_backward_apply ( #1720 )
2022-10-18 10:44:58 +08:00
3f068d1409
[autoparallel] update CommSpec ( #1667 )
2022-09-29 11:20:59 +08:00
154d3ef432
[fix] fixed the collective pattern name for consistency ( #1649 )
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* [fix] fixed the collective pattern name for consistency
* polish code
2022-09-26 16:39:37 +08:00
702dbc5288
[tensor] use communication autograd func ( #1617 )
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* [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
27fe8af60c
[autoparallel] refactored shape consistency to remove redundancy ( #1591 )
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* [autoparallel] refactored shape consistency to remove redundancy
* polish code
* polish code
* polish code
2022-09-13 18:30:18 +08:00
44c866a3e3
[autoparallel] change the merge node logic ( #1533 )
2022-09-07 11:18:19 +08:00
4b03c25f85
[tensor]add 1D device mesh ( #1492 )
2022-08-25 16:48:12 +08:00
b73fb7a077
[tensor] support runtime ShardingSpec apply ( #1453 )
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* [tensor] support runtime ShardingSpec apply
* polish code
* polish code
2022-08-19 13:39:51 +08:00
0f3042363c
[tensor] shape consistency generate transform path and communication cost ( #1435 )
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* [tensor] shape consistency output transform path and communication cost
* polish code
2022-08-12 14:02:32 +08:00
33f0744d51
[tensor] add shape consistency feature to support auto spec transform ( #1418 )
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* [tensor] add shape consistency feature to supportauto sharding spec transform.
* [tensor] remove unused argument in simulator, add doc string for target pair.
2022-08-10 11:29:17 +08:00
Boyuan Yao