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 )
...
* 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
8afc001f4f
[Gemini] chunk init use OrderedParamGenerator ( #2110 )
2022-12-11 21:41:13 +08:00
63fbba3c19
[zero] add L2 gradient clipping for ZeRO ( #2112 )
...
* [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
61f31c3cf0
[Gemini] NFC, polish search_chunk_configuration ( #2107 )
2022-12-09 15:00:39 +08:00
8e14344ec9
[hotfix] fix a type in ColoInitContext ( #2106 )
2022-12-09 11:44:39 +08:00
05545bfee9
[ColoTensor] throw error when ColoInitContext meets meta parameter. ( #2105 )
2022-12-09 11:39:46 +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 )
...
* 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 )
...
* [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
2bf2d1cd3b
[fx] An experimental version of ColoTracer.' ( #2002 )
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* [fx] add a symbolic_trace api.
* [fx] fix import errors.
* [fx] ColoTracer experimental.
2022-12-07 18:36:17 +08:00
4b055351b0
[Gemini] make RuntimeMemTracer work correctly ( #2096 )
2022-12-07 16:59:59 +08:00
7f72eb0510
[autoparallel]add embedding handler ( #2089 )
...
* [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
28e55c2530
[Gemini] remove GLOBAL_CUDA_MEM_INFO ( #2090 )
2022-12-06 22:10:47 +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 )
...
* [autoparallel] add non_split linear stategy
* polish
2022-12-06 10:19:33 +08:00
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
f123476666
[autoparallel] complete gpt block searching ( #2065 )
...
* [autoparallel] complete gpt block searching
* fix test
2022-12-06 10:17:10 +08:00
597cdd3006
[Pipeline Middleware] Adapt scheduler for Topo ( #2066 )
...
* 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
b3b89865e2
[Gemini] ParamOpHook -> ColoParamOpHook ( #2080 )
2022-12-05 17:11:06 +08:00
677e1e20d4
[device] update flatten device mesh usage ( #2079 )
2022-12-05 16:16:07 +08:00
a7adad9ccb
[Gemini] rename hooks related to runtime mem tracer ( #2076 )
2022-12-05 15:00:03 +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 )
...
* [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
4b40fbd743
[autoparallel] fix forward memory calculation ( #2062 )
2022-12-04 15:00:16 +08:00
44ea461890
[Pipeline] Add Topo Class ( #2059 )
...
* 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
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 )
...
* [autoparallel] adapt solver with self attention
* polish code
2022-12-01 17:53:15 +08:00
ea74a3b9cc
[cli] updated installation cheheck with more inforamtion ( #2050 )
...
* [cli] updated installation cheheck with more inforamtion
* polish code
* polish code
2022-11-30 17:53:55 +08:00
f6178728a0
[gemini] fix init bugs for modules ( #2047 )
...
* [gemini] fix init bugs for modules
* fix bugs
2022-11-30 17:06:10 +08:00
81e0da7fa8
[setup] supported conda-installed torch ( #2048 )
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* [setup] supported conda-installed torch
* polish code
2022-11-30 16:45:15 +08:00
e37f3db40c
[gemini] add arguments ( #2046 )
...
* [zero] fix testing parameters
* [gemini] add arguments
* add docstrings
2022-11-30 16:40:13 +08:00
6a9158f1fa
[Gemini] free and allocate cuda memory by tensor.storage, add grad hook ( #2040 )
2022-11-30 15:57:45 +08:00
31c644027b
[hotfix] hotfix Gemini for no leaf modules bug ( #2043 )
2022-11-30 14:53:41 +08:00
a1ce02d740
[zero] test gradient accumulation ( #1964 )
...
* [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 )
...
* 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 )
...
* [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
Jiarui Fang