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680 Commits (5a52e21fe351910214c9641baeb748bcaadce260)

Author SHA1 Message Date
Frank Lee cd063ac37f
[fx] added activation checkpoint codegen support for torch < 1.12 (#1359) 2022-07-25 23:35:31 +08:00
Frank Lee 644582eee9
[fx] added activation checkpoint codegen (#1355) 2022-07-25 09:39:10 +08:00
ver217 6b43c789fd
fix zero optim backward_by_grad and save/load (#1353) 2022-07-21 16:43:58 +08:00
ver217 d068af81a3
[doc] update rst and docstring (#1351) 
* update rst

* add zero docstr

* fix docstr

* remove fx.tracer.meta_patch

* fix docstr

* fix docstr

* update fx rst

* fix fx docstr

* remove useless rst
 2022-07-21 15:54:53 +08:00
Frank Lee 274c1a3b5f
[fx] fixed apex normalization patch exception (#1352) 2022-07-21 15:29:11 +08:00
ver217 ce470ba37e
[checkpoint] sharded optim save/load grad scaler (#1350) 2022-07-21 15:21:21 +08:00
Frank Lee 05fae1fd56
[fx] added activation checkpointing annotation (#1349) 
* [fx] added activation checkpointing annotation

* polish code

* polish code
 2022-07-21 11:14:28 +08:00
YuliangLiu0306 051592c64e
[fx] update MetaInforProp pass to process more complex node.meta (#1344) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx] update MetaInforProp pass to process more complex node.meta
 2022-07-21 10:57:52 +08:00
HELSON 7a8702c06d
[colotensor] add Tensor.view op and its unit test (#1343) 
[colotensor] add megatron initialization for gpt2
 2022-07-21 10:53:15 +08:00
YuliangLiu0306 942c8cd1fb
[fx] refactor tracer to trace complete graph (#1342) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx] refactor tracer to trace complete graph

* add comments and solve conflicts.
 2022-07-20 11:20:38 +08:00
Frank Lee 2cc1175c76
[fx] tested the complete workflow for auto-parallel (#1336) 
* [fx] tested the complete workflow for auto-parallel

* polish code

* polish code

* polish code
 2022-07-20 10:45:17 +08:00
YuliangLiu0306 4631fef8a0
[fx]refactor tracer (#1335) 2022-07-19 15:50:42 +08:00
HELSON f92c100ddd
[checkpoint] use gather_tensor in checkpoint and update its unit test (#1339) 2022-07-19 14:15:28 +08:00
ver217 0c51ff2c13
[hotfix] ZeroDDP use new process group (#1333) 
* process group supports getting ranks in group

* chunk mgr receives a process group

* update unit test

* fix unit tests
 2022-07-18 14:14:52 +08:00
Frank Lee 75abc75c15
[fx] fixed compatiblity issue with torch 1.10 (#1331) 2022-07-18 11:41:27 +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
ver217 7c70bfbefa
[hotfix] fix PipelineSharedModuleGradientHandler (#1314) 2022-07-14 17:31:13 +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
Jiarui Fang 3ef3791a3b
[checkpoint] add test for bert and hotfix save bugs (#1297) 2022-07-14 15:38:18 +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
HELSON 260a55804a
[hotfix] fix shape error in backward when using ColoTensor (#1298) 2022-07-13 23:06:12 +08:00
runluo f83c4d6597
[NFC] polish colossalai/nn/layer/wrapper/pipeline_wrapper.py code style (#1303) 2022-07-13 19:01:07 +08:00
binmakeswell 7696cead8d Recover kernal files 2022-07-13 12:08:21 +08:00
XYE e83b2ce853 [NFC] polish colossalai/nn/layer/vanilla/layers.py code style (#1295) 2022-07-13 12:08:21 +08:00
Liping233 1000a41fd5 [NFC] polish colossalai/nn/layer/vanilla/__init__.py code style (#1293) 2022-07-13 12:08:21 +08:00
Maruyama_Aya 87f679aeae [NFC] polish colossalai/kernel/cuda_native/csrc/kernels/include/kernels.h code style (#1291) 2022-07-13 12:08:21 +08:00
Wangbo Zhao(黑色枷锁) 552667825b [NFC] polish colossalai/nn/layer/parallel_1d/layers.py code style (#1290) 2022-07-13 12:08:21 +08:00
doubleHU d6f5ef8860 [NFC] polish colossalai/kernel/cuda_native/csrc/kernels/transform_kernels.cu code style (#1286) 2022-07-13 12:08:21 +08:00
Ziheng Qin 6d6c01e94d [NFC] polish colossalai/__init__.py code style (#1285) 2022-07-13 12:08:21 +08:00
Jiatong Han 38e3ccd1e9 [NFC] polish colossalai/nn/layer/parallel_sequence/layers.py code style (#1280) 
Co-authored-by: JThh <jiatong.han@u.nus.edu>
 2022-07-13 12:08:21 +08:00
Boyuan Yao b414eaa5db [NFC] polish colossalai/nn/optimizer/lamb.py code style (#1275) 2022-07-13 12:08:21 +08:00
yuxuan-lou 5f6ab35d25 Hotfix/format (#1274) 
* [NFC] Polish colossalai/kernel/cuda_native/csrc/multi_tensor_lamb.cu code style. (#937)

* [NFC] polish colossalai/kernel/cuda_native/csrc/kernels/include/cuda_util.h code style

* [NFC] polish colossalai/kernel/cuda_native/csrc/scaled_masked_softmax.cpp code style

Co-authored-by: BoxiangW <45734921+BoxiangW@users.noreply.github.com>
 2022-07-13 12:08:21 +08:00
Super Daniel 52d145a342 [NFC] polish colossalai/nn/lr_scheduler/onecycle.py code style (#1269) 2022-07-13 12:08:21 +08:00
Geng Zhang 0e06f62160 [NFC] polish colossalai/nn/layer/parallel_sequence/_operation.py code style (#1266) 2022-07-13 12:08:21 +08:00
binmakeswell c95e18cdb9 [NFC] polish colossalai/kernel/cuda_native/csrc/scaled_upper_triang_masked_softmax.h code style (#1270) 2022-07-13 12:08:21 +08:00
xyupeng 94bfd35184 [NFC] polish colossalai/builder/builder.py code style (#1265) 2022-07-13 12:08:21 +08:00
DouJS db13f96333 [NFC] polish colossalai/kernel/cuda_native/csrc/multi_tensor_apply.cuh code style (#1264) 2022-07-13 12:08:21 +08:00
shenggan 5d7366b144 [NFC] polish colossalai/kernel/cuda_native/csrc/scaled_masked_softmax.h code style (#1263) 2022-07-13 12:08:21 +08:00
Zangwei Zheng 197a2c89e2 [NFC] polish colossalai/communication/collective.py (#1262) 2022-07-13 12:08:21 +08:00
ziyu huang f1cafcc73a [NFC] polish colossalai/kernel/cuda_native/csrc/kernels/dropout_kernels.cu code style (#1261) 
Co-authored-by: “Arsmart123 <202476410arsmart@gmail.com>
 2022-07-13 12:08:21 +08:00
Sze-qq f8b9aaef47 [NFC] polish colossalai/kernel/cuda_native/csrc/type_shim.h code style (#1260) 2022-07-13 12:08:21 +08:00
superhao1995 f660152c73 [NFC] polish colossalai/nn/layer/parallel_3d/_operation.py code style (#1258) 
Co-authored-by: Research <research@soccf-snr3-017.comp.nus.edu.sg>
 2022-07-13 12:08:21 +08:00
Thunderbeee 9738fb0f78 [NFC] polish colossalai/nn/lr_scheduler/__init__.py (#1255) 
code style
 2022-07-13 12:08:21 +08:00
Kai Wang (Victor Kai) 50f2ad213f [NFC] polish colossalai/engine/ophooks/utils.py code style (#1256) 2022-07-13 12:08:21 +08:00
Ofey Chan 2dd4d556fb
[NFC] polish colossalai/nn/init.py code style (#1292) 2022-07-13 10:51:55 +08:00
Jiarui Fang 556b9b7e1a
[hotfix] Dist Mgr gather torch version (#1284) 
* make it faster

* [hotfix] torchvison fx tests

* [hotfix] rename duplicated named test_gpt.py

* [hotfix] dist mgr torch version
 2022-07-13 00:18:56 +08:00
HELSON abba4d84e1
[hotfix] fix bert model test in unitests (#1272) 2022-07-12 23:26:45 +08:00
ver217 7aadcbd070
hotfix colotensor _scan_for_pg_from_args (#1276) 2022-07-12 20:46:31 +08:00
oahzxl 0cf8e8e91c
[NFC] polish <colossalai/nn/lr_scheduler/poly.py> code style (#1267) 2022-07-12 18:18:14 +08:00
Jiarui Fang c92f84fcdb
[tensor] distributed checkpointing for parameters (#1240) 2022-07-12 15:51:06 +08:00
Frank Lee fb35460595
[fx] added ndim property to proxy (#1253) 2022-07-12 15:27:13 +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
Frank Lee 7531c6271f
[fx] refactored the file structure of patched function and module (#1238) 
* [fx] refactored the file structure of patched function and module

* polish code
 2022-07-12 15:01:58 +08:00
YuliangLiu0306 17ed33350b
[hotfix] fix an assertion bug in base schedule. (#1250) 2022-07-12 14:20:02 +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
ver217 a45ddf2d5f
[hotfix] fix sharded optim step and clip_grad_norm (#1226) 2022-07-08 13:34:48 +08:00
HELSON f071b500b6
[polish] polish __repr__ for ColoTensor, DistSpec, ProcessGroup (#1235) 2022-07-08 13:25:57 +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
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 b6cb5a47ad
[fx] added timm model tracing testing (#1221) 2022-07-07 14:02:17 +08:00
HELSON 280a81243d
[tensor] improve robustness of class 'ProcessGroup' (#1223) 2022-07-07 13:55:24 +08:00
Jiarui Fang 15d988f954
[tensor] sharded global process group (#1219) 2022-07-07 13:38:48 +08:00
Jiarui Fang db1bef9032
[hotfix] fx shard 1d pass bug fixing (#1220) 2022-07-07 13:37:31 +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
XYE 291e22aac6
[fx] temporarily used (#1215) 2022-07-06 17:19:26 +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
Jiarui Fang b5f25eb32a
[Tensor] add cpu group to ddp (#1200) 2022-07-05 14:58:28 +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
Jiarui Fang a444633d13
warmup ratio configration (#1192) 2022-06-30 15:23:50 +08:00