Commit Graph

1781 Commits

Author SHA1 Message Date
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
Jiarui Fang
1cb532ffec [builder] multihead attn runtime building (#2203)
* [hotfix] correcnt cpu_optim runtime compilation

* [builder] multihead attn

* fix bug

* fix a bug
2022-12-27 16:06:09 +08:00
Tongping Liu
8e22c38b89 [hotfix] Fixing the bug related to ipv6 support
Co-authored-by: ByteDance <tongping.liu@bytedance.com>
2022-12-27 12:42:46 +08:00
YuliangLiu0306
4851f2d607 [autoparallel] update_getattr_handler (#2193) 2022-12-26 21:57:39 +08:00
Jiarui Fang
5682e6d346 [hotfix] correcnt cpu_optim runtime compilation (#2197) 2022-12-26 16:45:14 +08:00
HELSON
2458659919 [zero] fix error for BEiT models (#2169)
* [zero] fix error for BEiT models

* [ColoParameter] add unpack operation for tuple arguments

* fix bugs

* fix chunkv2 unit testing

* add assertion for gradient state
2022-12-26 15:03:54 +08:00
Jiarui Fang
355ffb386e [builder] unified cpu_optim fused_optim inferface (#2190) 2022-12-23 20:57:41 +08:00
Jiarui Fang
9587b080ba [builder] use runtime builder for fused_optim (#2189) 2022-12-23 17:07:03 +08:00
Jiarui Fang
bc0e271e71 [buider] use builder() for cpu adam and fused optim in setup.py (#2187) 2022-12-23 16:05:13 +08:00
Jiarui Fang
d42afd30f8 [builder] runtime adam and fused_optim builder (#2184) 2022-12-23 14:14:21 +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
Ziyue Jiang
59e343328d [Pipeline Middleware ] Fix deadlock when num_microbatch=num_stage (#2156)
* add splitter

* polish code

* remove comment

* fix async nan by moving to cpu first

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-12-23 11:38:43 +08:00
Tongping Liu
ab54fed292 [hotfix] add kwargs for colo_addmm (#2171) 2022-12-22 13:25:30 +08:00
アマデウス
622f863291 [hotfix] Jit type hint #2161 (#2164) 2022-12-22 10:17:03 +08:00
Zihao
12e7bcd720 register meta func for rnn (#2159) 2022-12-21 23:06:18 +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
Jiarui Fang
b87496a66b [hotfix] fix auto policy of test_sharded_optim_v2 (#2157) 2022-12-20 23:03:18 +08:00
YuliangLiu0306
16335cb537 [hotfix] fix aten default bug (#2158) 2022-12-20 22:40:46 +08:00
HELSON
a7d95b7024 [example] add zero1, zero2 example in GPT examples (#2146)
* [example] add zero1 and zero2 for GPT

* update readme in gpt example

* polish code

* change init value

* update readme
2022-12-20 14:30:27 +08:00
YuliangLiu0306
1cce6e36ca [autoparallel] use metainfo in handler (#2149) 2022-12-20 10:31:22 +08:00
Jiarui Fang
2827f41898 [Gemini] GeminiDPP convert to PyTorch Module. (#2151) 2022-12-20 10:19:36 +08:00
Jiarui Fang
bdef9dfdbe [NFC] remove useless graph node code (#2150) 2022-12-20 00:33:58 +08:00
BlueRum
b3f73ce1c8 [Gemini] Update coloinit_ctx to support meta_tensor (#2147) 2022-12-19 22:37:07 +08:00
Zihao
a128eec9d5 register aten._convolution.default (#2137) 2022-12-18 19:27:01 +08:00
Jiarui Fang
ee287620f0 [Gemini] revert ZeROInitCtx related tracer (#2138) 2022-12-16 12:37:06 +08:00
アマデウス
077a66dd81 updated attention kernel (#2133) 2022-12-16 10:54:03 +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
Jiarui Fang
c89c66a858 [Gemini] update API of the chunkmemstatscollector. (#2129) 2022-12-14 00:47:06 +08:00
Jiarui Fang
2938edf446 [Gemini] update the non model data record method in runtime memory tracer (#2128) 2022-12-13 17:11:31 +08:00
Jiarui Fang
8fac837679 [Gemini] update non model data calculation method (#2126) 2022-12-13 15:44:07 +08:00
Jiarui Fang
5efda69735 [Gemini] hotfix the unittest bugs (#2125) 2022-12-13 14:14:55 +08:00
Jiarui Fang
05bb28aacf [Gemini] mapping of preop timestep and param (#2124) 2022-12-13 12:50:24 +08:00
YuliangLiu0306
cd0af9f7f6 [autoparallel] gpt2lp runtimee test (#2113) 2022-12-12 18:06:40 +08:00
Jiarui Fang
9214d1fe28 [Gemini] chunk init using runtime visited param order (#2115) 2022-12-12 18:06:16 +08:00
HELSON
e7d3afc9cc [optimizer] add div_scale for optimizers (#2117)
* [optimizer] add div_scale for optimizers

* [zero] use div_scale in zero optimizer

* fix testing error
2022-12-12 17:58:57 +08:00
Jiarui Fang
e5aa8333e4 [NFC] update chunk manager API (#2119) 2022-12-12 16:57:22 +08:00
Jiarui Fang
e99edfcb51 [NFC] polish comments for Chunk class (#2116) 2022-12-12 15:39:31 +08:00
Ziyue Jiang
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
Jiarui Fang
8afc001f4f [Gemini] chunk init use OrderedParamGenerator (#2110) 2022-12-11 21:41:13 +08:00
HELSON
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
Jiarui Fang
70a8556946 [gemini] get the param visited order during runtime (#2108) 2022-12-09 16:13:03 +08:00
Jiarui Fang
61f31c3cf0 [Gemini] NFC, polish search_chunk_configuration (#2107) 2022-12-09 15:00:39 +08:00
Jiarui Fang
8e14344ec9 [hotfix] fix a type in ColoInitContext (#2106) 2022-12-09 11:44:39 +08:00
Jiarui Fang
05545bfee9 [ColoTensor] throw error when ColoInitContext meets meta parameter. (#2105) 2022-12-09 11:39:46 +08:00
YuliangLiu0306
d87baa85d9 [autoparallel] support linear function bias addition (#2104) 2022-12-09 10:31:36 +08:00
YuliangLiu0306
0fecbb9e20 [autoparallel] support addbmm computation (#2102) 2022-12-08 21:15:11 +08:00
YuliangLiu0306
d3d4630495 [autoparallel] add sum handler (#2101) 2022-12-08 17:02:54 +08:00
Ziyue Jiang
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