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153 Commits (c8e9b2ad784a501c9ed4f4bf6d5943528d23be7d)

Author SHA1 Message Date
CsRic 2ac46f7be4 [NFC] polish utils/tensor_detector/__init__.py code style (#1573) 
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
 2022-09-08 22:11:04 +08:00
LuGY c7d4932956 [NFC] polish colossalai/utils/tensor_detector/tensor_detector.py code style (#1566) 2022-09-08 22:11:04 +08:00
Kirigaya Kazuto 318fbf1145
[NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style (#1559) 2022-09-08 22:04:34 +08:00
ver217 ae71036cd2
[utils] refactor parallel layers checkpoint and bcast model on loading checkpoint (#1548) 
* refactor parallel layer

* broadcast rank0 model after load ckpt
 2022-09-06 20:18:35 +08:00
ver217 2bed096848
[utils] optimize partition_tensor_parallel_state_dict (#1546) 2022-09-06 17:45:31 +08:00
ver217 a203b709d5
[hotfix] fix init context (#1543) 
* fix init context

* fix lazy init ctx
 2022-09-06 11:45:08 +08:00
Boyuan Yao 47fd8e4a02
[utils] Add use_reetrant=False in utils.activation_checkpoint (#1460) 
* [utils] Add use_reetrant=False into colossalai checkpoint

* [utils] add some annotation in utils.activaion_checkpoint

* [test] add reset_seed at the beginning of tests in test_actiavion_checkpointing.py

* [test] modify test_activation_checkpoint.py

* [test] modify test for reentrant=False
 2022-08-16 15:39:20 +08:00
Frank Lee 5a52e21fe3
[test] fixed the activation codegen test (#1447) 
* [test] fixed the activation codegen test

* polish code
 2022-08-12 14:52:31 +08:00
ver217 821c6172e2
[utils] Impl clip_grad_norm for ColoTensor and ZeroOptimizer (#1442) 2022-08-11 22:58:58 +08:00
HELSON 527758b2ae
[hotfix] fix a running error in test_colo_checkpoint.py (#1387) 2022-07-29 15:58:06 +08:00
HELSON b6fd165f66
[checkpoint] add kwargs for load_state_dict (#1374) 2022-07-28 15:56:52 +08:00
Frank Lee 0c1a16ea5b
[util] standard checkpoint function naming (#1377) 2022-07-28 09:29:30 +08:00
Super Daniel be229217ce
[fx] add torchaudio test (#1369) 
* [fx]add torchaudio test

* [fx]add torchaudio test

* [fx] add torchaudio test

* [fx] add torchaudio test

* [fx] add torchaudio test

* [fx] add torchaudio test

* [fx] add torchaudio test

* [fx] add torchaudio test and test patches

* Delete ~

* [fx] add patches and patches test

* [fx] add patches and patches test

* [fx] fix patches

* [fx] fix rnn patches

* [fx] fix rnn patches

* [fx] fix rnn patches

* [fx] fix rnn patches

* [fx] merge upstream

* [fx] fix import errors
 2022-07-27 11:03:14 +08:00
HELSON 8463290642
[checkpoint] use args, kwargs in save_checkpoint, load_checkpoint (#1368) 2022-07-26 14:41:53 +08:00
HELSON 87775a0682
[colotensor] use cpu memory to store state_dict (#1367) 2022-07-26 14:13:38 +08:00
HELSON 943a96323e
[hotfix] fix no optimizer in save/load (#1363) 2022-07-26 10:53:53 +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
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
HELSON f92c100ddd
[checkpoint] use gather_tensor in checkpoint and update its unit test (#1339) 2022-07-19 14:15:28 +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
Jiarui Fang 9e4c6449b0
[checkpoint] add ColoOptimizer checkpointing (#1316) 2022-07-15 09:52:55 +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 4165eabb1e
[hotfix] remove potiential circle import (#1307) 
* make it faster

* [hotfix] remove circle import
 2022-07-14 13:44:26 +08:00
Jiarui Fang c92f84fcdb
[tensor] distributed checkpointing for parameters (#1240) 2022-07-12 15:51:06 +08:00
Jiarui Fang 9bcd2fd4af
[tensor] a shorter shard and replicate spec (#1245) 2022-07-11 15:51:48 +08:00
Jiarui Fang 20da6e48c8
[checkpoint] save sharded optimizer states (#1237) 2022-07-08 16:33:13 +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
Yi Zhao 04537bf83e
[checkpoint]support generalized scheduler (#1222) 2022-07-07 18:16:38 +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
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
YuliangLiu0306 e27645376d
[hotfix]different overflow status lead to communication stuck. (#1175) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [hotfix]fix some bugs caused by refactored schedule.

* [hotfix]different overflow statu llead to communication stuck.
 2022-06-27 09:53:57 +08:00
Jiarui Fang 4b9bba8116
[ColoTensor] rename APIs and add output_replicate to ComputeSpec (#1168) 2022-06-24 13:08:54 +08:00
Frank Lee f8eec98ff5
[tensor] fixed non-serializable colo parameter during model checkpointing (#1153) 2022-06-22 11:43:38 +08:00
Frank Lee 73ad05fc8c
[zero] added error message to handle on-the-fly import of torch Module class (#1135) 
* [zero] added error message to handle on-the-fly import of torch Module class

* polish code
 2022-06-20 11:24:27 +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
Frank Lee bfdc5ccb7b
[context] maintain the context object in with statement (#1073) 2022-06-07 10:48:45 +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
Ziyue Jiang 7c530b9de2
[Tensor] add Parameter inheritance for ColoParameter (#1041) 
* add Parameter inheritance for ColoParameter

* remove tricks

* remove tricks

* polish

* polish
 2022-05-30 17:23:44 +08:00
Ziyue Jiang 6c5996a56e
[Tensor] add module check and bert test (#1031) 
* add Embedding

* Add bert test

* polish

* add check module test

* polish

* polish

* polish

* polish
 2022-05-26 18:15:42 +08:00
Ziyue Jiang 32291dd73f
[Tensor] add module handler for linear (#1021) 
* add module spec for linear

* polish

* polish

* polish
 2022-05-26 11:50:44 +08:00
ver217 007ca0df92
fix colo init context (#1026) 2022-05-25 20:41:58 +08:00
ver217 ad536e308e
[tensor] refactor colo-tensor (#992) 
* refactor colo-tensor and update linear op

* polish code

* polish code

* update ops and unit tests

* update unit tests

* polish code

* rename dist_spec module

* polish code

* polish code

* remove unneeded import

* fix pipelinable
 2022-05-19 12:44:59 +08:00
Ziyue Jiang d73c2b1d79
[Tensor] fix init context (#931) 
* change torch.Parameter to ColoParameter

* fix post assignment for init context

* polish

* polish
 2022-05-11 15:48:12 +08:00