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287 Commits (20da6e48c8ebd7e17f68308b0bc45e977ff80471)

Author SHA1 Message Date
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