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86 Commits (1094e0f0d344c04262ee60bef8f2a9bfb660efc4)

Author SHA1 Message Date
flybird1111 458ae331ad
[kernel] updated unittests for coloattention (#4389) 
Updated coloattention tests of checking outputs and gradients
 2023-08-09 14:24:45 +08:00
flybird1111 38b792aab2
[coloattention] fix import error (#4380) 
fixed an import error
 2023-08-04 16:28:41 +08:00
flybird1111 25c57b9fb4
[fix] coloattention support flash attention 2 (#4347) 
Improved ColoAttention interface to support flash attention 2. Solved #4322
 2023-08-04 13:46:22 +08:00
Hongxin Liu 16bf4c0221
[test] remove useless tests (#4359) 
* [test] remove legacy zero test

* [test] remove lazy distribute test

* [test] remove outdated checkpoint io
 2023-08-01 18:52:14 +08:00
Hongxin Liu dbb32692d2
[lazy] refactor lazy init (#3891) 
* [lazy] remove old lazy init

* [lazy] refactor lazy init folder structure

* [lazy] fix lazy tensor deepcopy

* [test] update lazy init test
 2023-06-05 14:20:47 +08:00
Frank Lee 615e2e5fc1
[test] fixed lazy init test import error (#3799) 2023-05-23 11:57:15 +08:00
Hongxin Liu afb239bbf8
[devops] update torch version of CI (#3725) 
* [test] fix flop tensor test

* [test] fix autochunk test

* [test] fix lazyinit test

* [devops] update torch version of CI

* [devops] enable testmon

* [devops] fix ci

* [devops] fix ci

* [test] fix checkpoint io test

* [test] fix cluster test

* [test] fix timm test

* [devops] fix ci

* [devops] fix ci

* [devops] fix ci

* [devops] fix ci

* [devops] force sync to test ci

* [test] skip fsdp test
 2023-05-15 17:20:56 +08:00
digger-yu b7141c36dd
[CI] fix some spelling errors (#3707) 
* fix spelling error with examples/comminity/

* fix spelling error with tests/

* fix some spelling error with tests/ colossalai/ etc.
 2023-05-10 17:12:03 +08:00
Frank Lee 80eba05b0a
[test] refactor tests with spawn (#3452) 
* [test] added spawn decorator

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
 2023-04-06 14:51:35 +08:00
ver217 26b7aac0be
[zero] reorganize zero/gemini folder structure (#3424) 
* [zero] refactor low-level zero folder structure

* [zero] fix legacy zero import path

* [zero] fix legacy zero import path

* [zero] remove useless import

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor legacy zero import path

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor legacy zero import path

* [zero] fix test import path

* [zero] fix test

* [zero] fix circular import

* [zero] update import
 2023-04-04 13:48:16 +08:00
YuliangLiu0306 045afa3ea2
[hotfix] skip torchaudio tracing test (#3211) 
* [hotfix] skip torchaudio tracing test

* fix lazy init test issue
 2023-03-24 12:15:33 +08:00
ver217 f8289d4221
[lazyinit] combine lazy tensor with dtensor (#3204) 
* [lazyinit] lazy tensor add distribute

* [lazyinit] refactor distribute

* [lazyinit] add test dist lazy init

* [lazyinit] add verbose info for dist lazy init

* [lazyinit] fix rnn flatten weight op

* [lazyinit] polish test

* [lazyinit] polish test

* [lazyinit] fix lazy tensor data setter

* [lazyinit] polish test

* [lazyinit] fix clean

* [lazyinit] make materialize inplace

* [lazyinit] refactor materialize

* [lazyinit] refactor test distribute

* [lazyinit] fix requires_grad

* [lazyinit] fix tolist after materialization

* [lazyinit] refactor distribute module

* [lazyinit] polish docstr

* [lazyinit] polish lazy init context

* [lazyinit] temporarily skip test

* [lazyinit] polish test

* [lazyinit] add docstr
 2023-03-23 10:53:06 +08:00
zbian 7bc0afc901 updated flash attention usage 2023-03-20 17:57:04 +08:00
ver217 6ae8ed0407
[lazyinit] add correctness verification (#3147) 
* [lazyinit] fix shared module

* [tests] add lazy init test utils

* [tests] add torchvision for lazy init

* [lazyinit] fix pre op fn

* [lazyinit] handle legacy constructor

* [tests] refactor lazy init test models

* [tests] refactor lazy init test utils

* [lazyinit] fix ops don't support meta

* [tests] lazy init test timm models

* [lazyinit] fix set data

* [lazyinit] handle apex layers

* [tests] lazy init test transformers models

* [tests] lazy init test torchaudio models

* [lazyinit] fix import path

* [tests] lazy init test torchrec models

* [tests] update torch version in CI

* [tests] revert torch version in CI

* [tests] skip lazy init test
 2023-03-17 13:49:04 +08:00
アマデウス 077a66dd81
updated attention kernel (#2133) 2022-12-16 10:54:03 +08:00
zbian 6877121377 updated flash attention api 2022-11-15 15:25:39 +08:00
ver217 99870726b1
[CheckpointIO] a uniform checkpoint I/O module (#1689) 2022-11-08 15:15:13 +08:00
oahzxl 9639ea88fc
[kernel] more flexible flashatt interface (#1804) 2022-11-07 17:02:09 +08:00
oahzxl 501a9e9cd2
[hotfix] polish flash attention (#1802) 2022-11-07 14:30:22 +08:00
Jiarui Fang c248800359
[kernel] skip tests of flash_attn and triton when they are not available (#1798) 2022-11-07 13:41:13 +08:00
oahzxl 25952b67d7
[feat] add flash attention (#1762) 2022-10-26 16:15:52 +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
Jiarui Fang 36824a304c
[Doc] add more doc for ColoTensor. (#1458) 2022-08-16 10:38:41 +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 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
HELSON f92c100ddd
[checkpoint] use gather_tensor in checkpoint and update its unit test (#1339) 2022-07-19 14:15:28 +08:00
Frank Lee 169954f87e
[test] removed outdated unit test for meta context (#1329) 2022-07-15 23:16:23 +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 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 7e8114a8dd
[hotfix] skipped unsafe test cases (#1282) 2022-07-13 00:08:59 +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
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
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
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 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
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 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
Jiarui Fang 49832b2344
[refactory] add nn.parallel module (#1068) 2022-06-06 15:34:41 +08:00