e7d3afc9cc
[optimizer] add div_scale for optimizers ( #2117 )
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* [optimizer] add div_scale for optimizers
* [zero] use div_scale in zero optimizer
* fix testing error
2022-12-12 17:58:57 +08:00
e5aa8333e4
[NFC] update chunk manager API ( #2119 )
2022-12-12 16:57:22 +08:00
e99edfcb51
[NFC] polish comments for Chunk class ( #2116 )
2022-12-12 15:39:31 +08:00
09d69e1c25
[PP Middleware] Add bwd and step for PP middleware ( #2111 )
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* add bwd and step for PP middleware
* pre-commit
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-12-12 12:40:03 +08:00
63fbba3c19
[zero] add L2 gradient clipping for ZeRO ( #2112 )
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* [zero] add L2 gradient clipping
* [testing] add MlpModel
* [zero] add unit test for grad clipping
* fix atol
2022-12-09 18:09:17 +08:00
70a8556946
[gemini] get the param visited order during runtime ( #2108 )
2022-12-09 16:13:03 +08:00
d87baa85d9
[autoparallel] support linear function bias addition ( #2104 )
2022-12-09 10:31:36 +08:00
0fecbb9e20
[autoparallel] support addbmm computation ( #2102 )
2022-12-08 21:15:11 +08:00
d3d4630495
[autoparallel] add sum handler ( #2101 )
2022-12-08 17:02:54 +08:00
e4705ba4e2
[Pipeline Middleware] fix data race in Pipeline Scheduler for DAG ( #2087 )
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* add DAG test case
* fix datarace by adjusting theposition of lock
* polish code
* fix pytest for middleware
* remove test
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-12-08 13:32:27 +08:00
b175e6d58e
[autoparallel] add bias addtion function class ( #2098 )
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* [autoparallel] add bias addtion function class
* polish code
* polish
2022-12-08 11:31:51 +08:00
3af7e65dea
[autoparallel] complete gpt related module search ( #2097 )
2022-12-08 10:04:09 +08:00
85efb7ac2e
[Gemini] gemini use the runtime memory tracer (RMT) ( #2099 )
2022-12-07 23:04:02 +08:00
978242326a
[Gemini] remove eval in gemini unittests! ( #2092 )
2022-12-07 11:58:37 +08:00
7f72eb0510
[autoparallel]add embedding handler ( #2089 )
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* [autoparallel] add embedding handler
* fix bugs
2022-12-07 09:41:46 +08:00
1fca5d79ea
[Gemini] remove GLOBAL_MODEL_DATA_TRACER ( #2091 )
2022-12-06 22:30:16 +08:00
25abae6d7f
[Gemini] use MemStats in Runtime Memory tracer ( #2088 )
2022-12-06 19:48:20 +08:00
33f4412102
[Gemini] use MemStats to store the tracing data. Seperate it from Collector. ( #2084 )
2022-12-06 16:43:06 +08:00
1f99205827
[Gemini] remove static tracer ( #2083 )
2022-12-06 12:53:58 +08:00
0e9db368ef
[autoparallel] add tensor constructor handler ( #2082 )
2022-12-06 10:20:10 +08:00
cdf537a648
[autoparallel] add non_split linear strategy ( #2078 )
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* [autoparallel] add non_split linear stategy
* polish
2022-12-06 10:19:33 +08:00
cf0268da93
[autoparallel] Add F.conv metainfo ( #2069 )
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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
2022-12-06 10:17:57 +08:00
f123476666
[autoparallel] complete gpt block searching ( #2065 )
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* [autoparallel] complete gpt block searching
* fix test
2022-12-06 10:17:10 +08:00
597cdd3006
[Pipeline Middleware] Adapt scheduler for Topo ( #2066 )
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* adapt scheduler for Topo
* remoove comment
* fix set input
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-12-05 20:23:41 +08:00
4f21c9e8d9
[Gemini] polish runtime tracer tests ( #2077 )
2022-12-05 16:22:49 +08:00
a7adad9ccb
[Gemini] rename hooks related to runtime mem tracer ( #2076 )
2022-12-05 15:00:03 +08:00
40b7d55bf3
[Gemini] add albert in test models. ( #2075 )
2022-12-05 14:09:34 +08:00
616ed91ecd
[test] bert test in non-distributed way ( #2074 )
2022-12-05 13:32:16 +08:00
223332ff7e
[Gemini] rename ParamTracerWrapper -> RuntimeMemTracer ( #2073 )
2022-12-05 12:45:11 +08:00
9f828ef36f
[Gemini] remove not used MemtracerWrapper ( #2072 )
2022-12-05 11:57:59 +08:00
616da17fab
[autoparallel] add binary elementwise metainfo for auto parallel ( #2058 )
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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
2022-12-04 15:18:51 +08:00
44ea461890
[Pipeline] Add Topo Class ( #2059 )
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* use Topo class to rewrite DAG
* polish code
* polish code
* polish code
* add comment
* add else to unended if
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-12-02 18:13:20 +08:00
e4293e5077
[hotfix] update test for latest version ( #2060 )
2022-12-02 18:12:30 +08:00
19438ea0ef
[hotfix] skip gpt tracing test ( #2064 )
2022-12-02 16:48:28 +08:00
38ea4ba1bd
[Gemini] fix grad unreleased issue and param recovery issue ( #2052 )
2022-12-02 16:04:19 +08:00
1c1fe44305
[autoparallel] adapt solver with self attention ( #2037 )
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* [autoparallel] adapt solver with self attention
* polish code
2022-12-01 17:53:15 +08:00
f6178728a0
[gemini] fix init bugs for modules ( #2047 )
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* [gemini] fix init bugs for modules
* fix bugs
2022-11-30 17:06:10 +08:00
6a9158f1fa
[Gemini] free and allocate cuda memory by tensor.storage, add grad hook ( #2040 )
2022-11-30 15:57:45 +08:00
1e885329f4
[test] align model name with the file name. ( #2045 )
2022-11-30 15:45:26 +08:00
31c644027b
[hotfix] hotfix Gemini for no leaf modules bug ( #2043 )
2022-11-30 14:53:41 +08:00
384cd26314
[zero] fix testing parameters ( #2042 )
2022-11-30 12:09:32 +08:00
17a3c685b0
[zero] fix unit-tests ( #2039 )
2022-11-30 10:40:31 +08:00
eb7742a4bb
[Gemini] more tests for Gemini ( #2038 )
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* [Gemini] more tests for Gemini
* polish code
2022-11-29 17:13:10 +08:00
537e181705
[testing] fix testing models ( #2036 )
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* [testing] fix testing models
* roll back
2022-11-29 13:42:06 +08:00
a1ce02d740
[zero] test gradient accumulation ( #1964 )
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* [zero] fix memory leak for zero2
* [zero] test gradient accumulation
* [zero] remove grad clip test
2022-11-29 13:00:30 +08:00
b0936e4a44
[rpc] split with dag ( #2028 )
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* add DAG to split_module
* add comment
* add test case for DAG
* remove print
* add DAG middleware in scheduler
* add test case for scheduler
* remove break
* recover old lifecycle
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-11-29 11:36:28 +08:00
96134e7be3
[hotfix] add bert test for gemini fwd bwd ( #2035 )
2022-11-29 11:19:52 +08:00
0dbcd4a6f5
[autoparallel] add split handler ( #2032 )
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* [autoparallel] add split handler
* add numerical test and runtime passes
2022-11-29 11:03:51 +08:00
28aa9a4294
[Gemini] more rigorous unit tests for run_fwd_bwd ( #2034 )
2022-11-29 09:26:06 +08:00
81330b0352
[autoparallel] add experimental permute handler ( #2029 )
2022-11-27 20:26:52 +08:00
HELSON