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369 Commits (5a52e21fe351910214c9641baeb748bcaadce260)

Author SHA1 Message Date
Frank Lee 169954f87e
[test] removed outdated unit test for meta context (#1329) 2022-07-15 23:16:23 +08:00
ver217 7a05367101
[hotfix] shared model returns cpu state_dict (#1328) 2022-07-15 22:11:37 +08:00
Frank Lee b2475d8c5c
[fx] fixed unit tests for torch 1.12 (#1327) 2022-07-15 18:22:15 +08:00
HELSON d49708ae43
[hotfix] fix ddp for unit test test_gpt2 (#1326) 2022-07-15 18:19:52 +08:00
Frank Lee 250be4d31e
[utils] integrated colotensor with lazy init context (#1324) 
* [utils] integrated colotensor with lazy init context

* polish code

* polish code

* polish code
 2022-07-15 17:47:12 +08:00
YuliangLiu0306 e8acf55e8b
[fx] add balanced policy v2 (#1251) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx] add balanced policy v2

* add unittest
 2022-07-15 14:54:26 +08:00
XYE ca2d3f284f
[fx] Add unit test and fix bugs for transform_mlp_pass (#1299) 
* add test and fix bugs

* add functions back

* add comments
 2022-07-15 14:37:58 +08:00
HELSON 1b41686461
[hotfix] fix unit test test_module_spec (#1321) 2022-07-15 14:02:32 +08:00
Jiarui Fang 9e4c6449b0
[checkpoint] add ColoOptimizer checkpointing (#1316) 2022-07-15 09:52:55 +08:00
Jiarui Fang 85f933b58b
[Optimizer] Remove useless ColoOptimizer (#1312) 2022-07-14 16:57:48 +08:00
Jiarui Fang 9f10524313
[Optimizer] polish the init method of ColoOptimizer (#1310) 2022-07-14 16:37:33 +08:00
HELSON 36086927e1
[hotfix] fix ColoTensor GPT2 unitest (#1309) 2022-07-14 16:37:20 +08:00
Jiarui Fang 3ef3791a3b
[checkpoint] add test for bert and hotfix save bugs (#1297) 2022-07-14 15:38:18 +08:00
Jiarui Fang bd71e2a88b
[hotfix] add missing file (#1308) 2022-07-14 14:43:15 +08:00
Frank Lee 4f4d8c3656
[fx] added apex normalization to patched modules (#1300) 
* [fx] added apex normalization to patched modules

* remove unused imports
 2022-07-14 14:24:13 +08:00
Jiarui Fang 4165eabb1e
[hotfix] remove potiential circle import (#1307) 
* make it faster

* [hotfix] remove circle import
 2022-07-14 13:44:26 +08:00
YuliangLiu0306 93a75433df
[hotfix] skip some unittest due to CI environment. (#1301) 2022-07-14 10:55:18 +08:00
HELSON 260a55804a
[hotfix] fix shape error in backward when using ColoTensor (#1298) 2022-07-13 23:06:12 +08:00
Frank Lee 7e8114a8dd
[hotfix] skipped unsafe test cases (#1282) 2022-07-13 00:08:59 +08:00
Jiarui Fang 79fe7b027a
[hotfix] test model unittest hotfix (#1281) 2022-07-12 23:45:29 +08:00
Jiarui Fang e56731e916 [hotfix] test_gpt.py duplicated (#1279) 
* make it faster

* [hotfix] torchvison fx tests

* [hotfix] rename duplicated named test_gpt.py
 2022-07-12 23:29:17 +08:00
HELSON abba4d84e1
[hotfix] fix bert model test in unitests (#1272) 2022-07-12 23:26:45 +08:00
YuliangLiu0306 01ea68b2e6
[tests] remove T5 test skip decorator (#1271) 2022-07-12 23:25:30 +08:00
Jiarui Fang ca9d5ee91c
[hotfix] torchvison fx unittests miss import pytest (#1277) 2022-07-12 23:04:06 +08:00
Jiarui Fang c92f84fcdb
[tensor] distributed checkpointing for parameters (#1240) 2022-07-12 15:51:06 +08:00
Frank Lee 4a09fc0947
[fx] fixed tracing with apex-based T5 model (#1252) 
* [fx] fixed tracing with apex-based T5 model

* polish code

* polish code
 2022-07-12 15:19:25 +08:00
YuliangLiu0306 97d713855a
[fx] methods to get fx graph property. (#1246) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* manipulation

* [fx]add graph manipulation methods.

* [fx]methods to get fx graph property.

* add unit test

* add docstring to explain top node and leaf node in this context
 2022-07-12 14:10:37 +08:00
YuliangLiu0306 30b4fc0eb0
[fx]add split module pass and unit test from pipeline passes (#1242) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx]add split module pass and unit test from pipeline passes

* fix MNASNet bug

* polish
 2022-07-12 13:45:01 +08:00
Jiarui Fang 1aad903c15
[tensor] redistribute among different process groups (#1247) 
* make it faster

* [tensor] rename convert_to_dist -> redistribute

* [tensor] ShardSpec and ReplicaSpec

* [tensor] redistribute among diff pgs

* polish code
 2022-07-12 10:24:05 +08:00
Jiarui Fang 9bcd2fd4af
[tensor] a shorter shard and replicate spec (#1245) 2022-07-11 15:51:48 +08:00
Jiarui Fang 2699dfbbfd
[rename] convert_to_dist -> redistribute (#1243) 2022-07-11 13:05:44 +08:00
HELSON f6add9b720
[tensor] redirect .data.__get__ to a tensor instance (#1239) 2022-07-11 11:41:29 +08:00
Jiarui Fang 20da6e48c8
[checkpoint] save sharded optimizer states (#1237) 2022-07-08 16:33:13 +08:00
Jiarui Fang 4a76084dc9
[tensor] add zero_like colo op, important for Optimizer (#1236) 2022-07-08 14:55:27 +08:00
Jiarui Fang 3b500984b1
[tensor] fix some unittests (#1234) 2022-07-08 14:18:30 +08:00
HELSON 0453776def
[tensor] fix a assertion in colo_tensor cross_entropy (#1232) 2022-07-08 11:18:00 +08:00
Jiarui Fang 0e199d71e8
[hotfix] fx get comm size bugs (#1233) 
* init a checkpoint dir

* [checkpoint]support resume for cosinewarmuplr

* [checkpoint]add unit test

* fix some bugs but still not OK

* fix bugs

* make it faster

* [checkpoint]support generalized scheduler

* polish

* [tensor] torch function return colotensor

* polish

* fix bugs

* remove debug info

* polish

* polish

* [tensor] test_model pass unittests

* polish

* [hotfix] fx get comm size bug

Co-authored-by: ZhaoYi1222 <zhaoyi9499@gmail.com>
 2022-07-08 10:54:41 +08:00
HELSON 42ab36b762
[tensor] add unitest for colo_tensor 1DTP cross_entropy (#1230) 2022-07-07 19:17:23 +08:00
Yi Zhao 04537bf83e
[checkpoint]support generalized scheduler (#1222) 2022-07-07 18:16:38 +08:00
Jiarui Fang a98319f023
[tensor] torch function return colotensor (#1229) 2022-07-07 18:09:18 +08:00
Frank Lee 5581170890
[fx] fixed huggingface OPT and T5 results misalignment (#1227) 2022-07-07 16:29:58 +08:00
YuliangLiu0306 2b7dca44b5
[fx]get communication size between partitions (#1224) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx]get communication size between partitions.

* polish
 2022-07-07 16:22:00 +08:00
Frank Lee 84f2298a96
[fx] added patches for tracing swin transformer (#1228) 2022-07-07 15:20:13 +08:00
Frank Lee 37fcf96b7f
[fx] fixed timm tracing result misalignment (#1225) 2022-07-07 14:45:15 +08:00
Frank Lee b6cb5a47ad
[fx] added timm model tracing testing (#1221) 2022-07-07 14:02:17 +08:00
Jiarui Fang 15d988f954
[tensor] sharded global process group (#1219) 2022-07-07 13:38:48 +08:00
Frank Lee 11973d892d
[fx] added torchvision model tracing testing (#1216) 
* [fx] added torchvision model tracing testing

* remove unused imports
 2022-07-06 21:37:56 +08:00
Jiarui Fang 52736205d9
[checkpoint] make unitest faster (#1217) 2022-07-06 17:39:46 +08:00
Jiarui Fang f38006ea83
[checkpoint] checkpoint for ColoTensor Model (#1196) 2022-07-06 17:22:03 +08:00
Jiarui Fang ae7d3f4927
[refactor] move process group from _DistSpec to ColoTensor. (#1203) 2022-07-06 16:15:16 +08:00
Frank Lee 5da87ce35d
[fx] added testing for all albert variants (#1211) 2022-07-06 15:11:08 +08:00
Frank Lee 2d13a45a3b
[fx] added testing for all gpt variants (#1210) 
* [fx] added testing for all gpt variants

* polish code

* polish code
 2022-07-06 14:03:13 +08:00
YuliangLiu0306 189946c5c4
[fx]add uniform policy (#1208) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx]add uniform policy
 2022-07-06 13:48:11 +08:00
Frank Lee 426a279ce7
[fx] added testing for all bert variants (#1207) 
* [fx] added testing for all bert variants

* polish code
 2022-07-06 10:50:49 +08:00
Frank Lee f7878f465c
[fx] supported model tracing for huggingface bert (#1201) 
* [fx] supported model tracing for huggingface bert

* polish test
 2022-07-05 13:19:57 +08:00
Jiarui Fang 060b917daf
[refactor] remove gpc dependency in colotensor's _ops (#1189) 2022-07-04 18:54:37 +08:00
Frank Lee abf6a262dc
[fx] added module patch for pooling layers (#1197) 2022-07-04 15:21:26 +08:00
YuliangLiu0306 63d2a93878
[context]support arbitary module materialization. (#1193) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [context]support arbitary module materialization.

* [test]add numerical check for lazy init context.
 2022-07-04 10:12:02 +08:00
YuliangLiu0306 2053e138a2
[context]use meta tensor to init model lazily. (#1187) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [context]use meta tensor to init model lazily.

* polish

* make module with device kwargs bypass the normal init.

* change unit test to adapt updated context.
 2022-06-29 21:02:30 +08:00
Frank Lee 2c8c05675d
[fx] patched conv and normalization (#1188) 2022-06-29 18:58:38 +08:00
Frank Lee 6d86f1bc91
[fx] supported data-dependent control flow in model tracing (#1185) 
* [fx] supported data-dependent control flow in model tracing

* polish code
 2022-06-29 15:05:25 +08:00
Jiarui Fang c463f8adf9
[tensor] remove gpc in tensor tests (#1186) 2022-06-29 14:08:40 +08:00
Jiarui Fang 372f791444
[refactor] move chunk and chunkmgr to directory gemini (#1182) 2022-06-29 13:31:02 +08:00
ver217 6b2f2ab9bb
[ddp] ColoDDP uses bucket all-reduce (#1177) 
* add reducer

* update colo ddp with reducer

* polish unit test

* polish unit test
 2022-06-29 10:34:13 +08:00
Jiarui Fang 7487215b95
[ColoTensor] add independent process group (#1179) 2022-06-29 10:03:09 +08:00
Jiarui Fang 1b657f9ce1
[tensor] revert local view back (#1178) 2022-06-27 18:38:34 +08:00
Jiarui Fang 0dd4e2bbfb
[Tensor] rename some APIs in TensorSpec and Polish view unittest (#1176) 2022-06-27 15:56:11 +08:00
Jiarui Fang aa7bef73d4
[Tensor] distributed view supports inter-process hybrid parallel (#1169) 2022-06-27 09:45:26 +08:00
ver217 9e1daa63d2
[zero] sharded optim supports loading local state dict (#1170) 
* sharded optim supports loading local state dict

* polish code

* add unit test
 2022-06-24 18:05:16 +08:00
ver217 561e90493f
[zero] zero optim supports loading local state dict (#1171) 
* zero optim supports loading local state dict

* polish code

* add unit test
 2022-06-24 17:25:57 +08:00
Jiarui Fang 4b9bba8116
[ColoTensor] rename APIs and add output_replicate to ComputeSpec (#1168) 2022-06-24 13:08:54 +08:00
Jiarui Fang f4ef224358
[Tensor] remove ParallelAction, use ComputeSpec instread (#1166) 2022-06-23 17:34:59 +08:00
Jiarui Fang 177c374401
remove gather out in parallel action (#1163) 2022-06-23 16:35:05 +08:00
Jiarui Fang 07f9c781f9
[graph] improve the graph building. (#1157) 2022-06-22 16:47:20 +08:00
ver217 22717a856f
[tensor] add embedding bag op (#1156) 2022-06-22 15:54:03 +08:00
ver217 ae86151968
[tensor] add more element-wise ops (#1155) 
* add more element-wise ops

* update test_op

* polish unit test
 2022-06-22 15:16:47 +08:00
ver217 ffa025e120
[tensor] dist spec s2s uses all-to-all (#1136) 
* dist spec s2s uses all-to-all

* update unit test

* add sanity check

* polish unitest test with titans

* add sanity check for DistMgr

* add sanity check

Co-authored-by: jiaruifang <fangjiarui123@gmail.com>
 2022-06-22 11:32:38 +08:00
Jiarui Fang ff644ee5e4
polish unitest test with titans (#1152) 2022-06-22 09:58:02 +08:00
Jiarui Fang 8cdce0399c
[ColoTensor] improves init functions. (#1150) 2022-06-21 18:28:38 +08:00
ver217 8106d7b8c7
[ddp] refactor ColoDDP and ZeroDDP (#1146) 
* ColoDDP supports overwriting default process group

* rename ColoDDPV2 to ZeroDDP

* add docstr for ZeroDDP

* polish docstr
 2022-06-21 16:35:23 +08:00
ver217 d26902645e
[ddp] add save/load state dict for ColoDDP (#1127) 
* add save/load state dict for ColoDDP

* add unit test

* refactor unit test folder

* polish unit test

* rename unit test
 2022-06-20 10:51:47 +08:00
ver217 789cad301b
[hotfix] fix param op hook (#1131) 
* fix param op hook

* update zero tp test

* fix bugs
 2022-06-17 16:12:05 +08:00
ver217 f0a954f16d
[ddp] add set_params_to_ignore for ColoDDP (#1122) 
* add set_params_to_ignore for ColoDDP

* polish code

* fix zero hook v2

* add unit test

* polish docstr
 2022-06-16 12:54:46 +08:00
YuliangLiu0306 fcf55777dd
[fx]add autoparallel passes (#1121) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* feature/add autoparallel passes
 2022-06-15 16:36:46 +08:00
Frank Lee 16302a5359
[fx] added unit test for coloproxy (#1119) 
* [fx] added unit test for coloproxy

* polish code

* polish code
 2022-06-15 15:27:51 +08:00
ver217 7d14b473f0
[gemini] gemini mgr supports "cpu" placement policy (#1118) 
* update gemini mgr

* update chunk

* add docstr

* polish placement policy

* update test chunk

* update test zero

* polish unit test

* remove useless unit test
 2022-06-15 15:05:19 +08:00
Frank Lee 53297330c0
[test] fixed hybrid parallel test case on 8 GPUs (#1106) 2022-06-14 10:30:54 +08:00
ver217 1f894e033f
[gemini] zero supports gemini (#1093) 
* add placement policy

* add gemini mgr

* update mem stats collector

* update zero

* update zero optim

* fix bugs

* zero optim monitor os

* polish unit test

* polish unit test

* add assert
 2022-06-10 14:48:28 +08:00
Frank Lee 2b2dc1c86b
[pipeline] refactor the pipeline module (#1087) 
* [pipeline] refactor the pipeline module

* polish code
 2022-06-10 11:27:38 +08:00
Frank Lee bad5d4c0a1
[context] support lazy init of module (#1088) 
* [context] support lazy init of module

* polish code
 2022-06-10 10:09:48 +08:00
ver217 be01db37c8
[tensor] refactor chunk mgr and impl MemStatsCollectorV2 (#1077) 
* polish chunk manager

* polish unit test

* impl add_extern_static_tensor for chunk mgr

* add mem stats collector v2

* polish code

* polish unit test

* polish code

* polish get chunks
 2022-06-09 20:56:34 +08:00
Ziyue Jiang b3a03e4bfd
[Tensor] fix equal assert (#1091) 
* fix equal assert

* polish
 2022-06-09 17:36:15 +08:00
Frank Lee 50ec3a7e06
[test] skip tests when not enough GPUs are detected (#1090) 
* [test] skip tests when not enough GPUs are detected

* polish code

* polish code
 2022-06-09 17:19:13 +08:00
Frank Lee 65ee6dcc20
[test] ignore 8 gpu test (#1080) 
* [test] ignore 8 gpu test

* polish code

* polish workflow

* polish workflow
 2022-06-08 23:14:18 +08:00
Ziyue Jiang 0653c63eaa
[Tensor] 1d row embedding (#1075) 
* Add CPU 1d row embedding

* polish
 2022-06-08 12:04:59 +08:00
ver217 1b17859328
[tensor] chunk manager monitor mem usage (#1076) 2022-06-07 15:00:00 +08:00
Ziyue Jiang 4fc748f69b
[Tensor] fix optimizer for CPU parallel (#1069) 2022-06-06 17:36:11 +08:00
Jiarui Fang 49832b2344
[refactory] add nn.parallel module (#1068) 2022-06-06 15:34:41 +08:00
Jiarui Fang a00644079e
reorgnize colotensor directory (#1062) 
* reorgnize colotensor directory

* polish code
 2022-06-03 18:04:22 +08:00
Ziyue Jiang df9dcbbff6
[Tensor] add hybrid device demo and fix bugs (#1059) 2022-06-03 12:09:49 +08:00