Commit Graph

293 Commits (a39a5c66fe943741af65df5adf18093692045dab)

Author SHA1 Message Date
binmakeswell 089c365fa0
[doc] add Series A Funding and NeurIPS news (#4377)
* [doc] add Series A Funding and NeurIPS news

* [kernal] fix mha kernal

* [CI] skip moe

* [CI] fix requirements
2023-08-04 17:42:07 +08:00
Frank Lee 015af592f8 [shardformer] integrated linear 1D with dtensor (#3996)
* [shardformer] integrated linear 1D with dtensor

* polish code
2023-07-04 16:05:01 +08:00
FoolPlayer ab8a47f830 [shardformer] add Dropout layer support different dropout pattern (#3856)
* add dropout layer, add dropout test

* modify seed manager as context manager

* add a copy of col_nn.layer

* add dist_crossentropy loss; separate module test

* polish the code

* fix dist crossentropy loss
2023-07-04 16:05:01 +08:00
FoolPlayer 8cc11235c0 [shardformer]: Feature/shardformer, add some docstring and readme (#3816)
* init shardformer code structure

* add implement of sharder (inject and replace)

* add implement of replace layer to colossal layer

* separate different layer policy, add some notion

* implement 1d and 2d slicer, can tell col or row

* fix bug when slicing and inject model

* fix some bug; add inference test example

* add share weight and train example

* add train

* add docstring and readme

* add docstring for other files

* pre-commit
2023-07-04 16:05:01 +08:00
github-actions[bot] a52f62082d
[format] applied code formatting on changed files in pull request 4021 (#4022)
Co-authored-by: github-actions <github-actions@github.com>
2023-06-19 11:23:24 +08:00
Frank Lee ddcf58cacf
Revert "[sync] sync feature/shardformer with develop" 2023-06-09 09:41:27 +08:00
FoolPlayer 21a3915c98 [shardformer] add Dropout layer support different dropout pattern (#3856)
* add dropout layer, add dropout test

* modify seed manager as context manager

* add a copy of col_nn.layer

* add dist_crossentropy loss; separate module test

* polish the code

* fix dist crossentropy loss
2023-06-08 15:01:34 +08:00
FoolPlayer 58f6432416 [shardformer]: Feature/shardformer, add some docstring and readme (#3816)
* init shardformer code structure

* add implement of sharder (inject and replace)

* add implement of replace layer to colossal layer

* separate different layer policy, add some notion

* implement 1d and 2d slicer, can tell col or row

* fix bug when slicing and inject model

* fix some bug; add inference test example

* add share weight and train example

* add train

* add docstring and readme

* add docstring for other files

* pre-commit
2023-06-08 15:01:34 +08:00
digger yu 0e484e6201
[nfc]fix typo colossalai/pipeline tensor nn (#3899)
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.

* fix typo colossalai/auto_parallel autochunk fx/passes  etc.

* fix typo docs/

* change placememt_policy to placement_policy in docs/ and examples/

* fix typo colossalai/ applications/

* fix typo colossalai/cli fx kernel

* fix typo colossalai/nn

* revert change warmuped

* fix typo colossalai/pipeline tensor nn
2023-06-06 14:07:36 +08:00
digger yu 1878749753
[nfc] fix typo colossalai/nn (#3887)
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.

* fix typo colossalai/auto_parallel autochunk fx/passes  etc.

* fix typo docs/

* change placememt_policy to placement_policy in docs/ and examples/

* fix typo colossalai/ applications/

* fix typo colossalai/cli fx kernel

* fix typo colossalai/nn

* revert change warmuped
2023-06-05 16:04:27 +08:00
Hongxin Liu ae02d4e4f7
[bf16] add bf16 support (#3882)
* [bf16] add bf16 support for fused adam (#3844)

* [bf16] fused adam kernel support bf16

* [test] update fused adam kernel test

* [test] update fused adam test

* [bf16] cpu adam and hybrid adam optimizers support bf16 (#3860)

* [bf16] implement mixed precision mixin and add bf16 support for low level zero (#3869)

* [bf16] add mixed precision mixin

* [bf16] low level zero optim support bf16

* [text] update low level zero test

* [text] fix low level zero grad acc test

* [bf16] add bf16 support for gemini (#3872)

* [bf16] gemini support bf16

* [test] update gemini bf16 test

* [doc] update gemini docstring

* [bf16] add bf16 support for plugins (#3877)

* [bf16] add bf16 support for legacy zero (#3879)

* [zero] init context support bf16

* [zero] legacy zero support bf16

* [test] add zero bf16 test

* [doc] add bf16 related docstring for legacy zero
2023-06-05 15:58:31 +08:00
digger yu 9265f2d4d7
[NFC]fix typo colossalai/auto_parallel nn utils etc. (#3779)
* fix typo colossalai/autochunk auto_parallel amp

* fix typo colossalai/auto_parallel nn utils etc.
2023-05-23 15:28:20 +08:00
digger-yu b9a8dff7e5
[doc] Fix typo under colossalai and doc(#3618)
* Fixed several spelling errors under colossalai

* Fix the spelling error in colossalai and docs directory

* Cautious Changed the spelling error under the example folder

* Update runtime_preparation_pass.py

revert autograft to autograd

* Update search_chunk.py

utile to until

* Update check_installation.py

change misteach to mismatch in line 91

* Update 1D_tensor_parallel.md

revert to perceptron

* Update 2D_tensor_parallel.md

revert to perceptron in line 73

* Update 2p5D_tensor_parallel.md

revert to perceptron in line 71

* Update 3D_tensor_parallel.md

revert to perceptron in line 80

* Update README.md

revert to resnet in line 42

* Update reorder_graph.py

revert to indice in line 7

* Update p2p.py

revert to megatron in line 94

* Update initialize.py

revert to torchrun in line 198

* Update routers.py

change to detailed in line 63

* Update routers.py

change to detailed in line 146

* Update README.md

revert  random number in line 402
2023-04-26 11:38:43 +08:00
Hongxin Liu 152239bbfa
[gemini] gemini supports lazy init (#3379)
* [gemini] fix nvme optimizer init

* [gemini] gemini supports lazy init

* [gemini] add init example

* [gemini] add fool model

* [zero] update gemini ddp

* [zero] update init example

* add chunk method

* add chunk method

* [lazyinit] fix lazy tensor tolist

* [gemini] fix buffer materialization

* [misc] remove useless file

* [booster] update gemini plugin

* [test] update gemini plugin test

* [test] fix gemini plugin test

* [gemini] fix import

* [gemini] fix import

* [lazyinit] use new metatensor

* [lazyinit] use new metatensor

* [lazyinit] fix __set__ method
2023-04-12 16:03:25 +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
HELSON 1a1d68b053
[moe] add checkpoint for moe models (#3354)
* [moe] add checkpoint for moe models

* [hotfix] fix bugs in unit test
2023-03-31 09:20:33 +08:00
Tong Li 196d4696d0 [NFC] polish colossalai/nn/_ops/addmm.py code style (#3274) 2023-03-29 15:22:21 +08:00
Yuanchen d58fa705b2 [NFC] polish code style (#3268)
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-03-29 15:22:21 +08:00
github-actions[bot] 82503a96f2
[format] applied code formatting on changed files in pull request 2997 (#3008)
Co-authored-by: github-actions <github-actions@github.com>
2023-03-06 10:42:22 +08:00
binmakeswell 52a5078988
[doc] add ISC tutorial (#2997)
* [doc] add ISC tutorial

* [doc] add ISC tutorial

* [doc] add ISC tutorial

* [doc] add ISC tutorial
2023-03-06 10:36:38 +08:00
ver217 823f3b9cf4
[doc] add deepspeed citation and copyright (#2996)
* [doc] add deepspeed citation and copyright

* [doc] add deepspeed citation and copyright

* [doc] add deepspeed citation and copyright
2023-03-04 20:08:11 +08:00
zbian 61e687831d fixed using zero with tp cannot access weight correctly 2023-02-28 10:52:30 +08:00
Jiatong (Julius) Han 8c8a39be95
[hotfix]: Remove math.prod dependency (#2837)
* Remove math.prod dependency

* Fix style

* Fix style

---------

Co-authored-by: Jiatong Han <jiatong.han@u.nus.edu>
2023-02-23 23:56:15 +08:00
junxu c52edcf0eb
Rename class method of ZeroDDP (#2692) 2023-02-22 15:05:53 +08:00
HELSON 56ddc9ca7a
[hotfix] add correct device for fake_param (#2796) 2023-02-17 15:29:07 +08:00
HELSON 8213f89fd2
[gemini] add fake_release_chunk for keep-gathered chunk in the inference mode (#2671) 2023-02-13 14:35:32 +08:00
binmakeswell 9ab14b20b5
[doc] add CVPR tutorial (#2666) 2023-02-10 20:43:34 +08:00
ver217 5b1854309a
[hotfix] fix zero ddp warmup check (#2545) 2023-02-02 16:42:38 +08:00
HELSON a4ed9125ac
[hotfix] fix lightning error (#2529) 2023-01-31 10:40:39 +08:00
HELSON 66dfcf5281
[gemini] update the gpt example (#2527) 2023-01-30 17:58:05 +08:00
HELSON b528eea0f0
[zero] add zero wrappers (#2523)
* [zero] add zero wrappers

* change names

* add wrapper functions to init
2023-01-29 17:52:58 +08:00
HELSON 707b11d4a0
[gemini] update ddp strict mode (#2518)
* [zero] add strict ddp mode for chunk init

* [gemini] update gpt example
2023-01-28 14:35:25 +08:00
HELSON 2d1a7dfe5f
[zero] add strict ddp mode (#2508)
* [zero] add strict ddp mode

* [polish] add comments for strict ddp mode

* [zero] fix test error
2023-01-20 14:04:38 +08:00
HELSON 2bfeb24308
[zero] add warning for ignored parameters (#2446) 2023-01-11 15:30:09 +08:00
HELSON 5521af7877
[zero] fix state_dict and load_state_dict for ddp ignored parameters (#2443)
* [ddp] add is_ddp_ignored

[ddp] rename to is_ddp_ignored

* [zero] fix state_dict and load_state_dict

* fix bugs

* [zero] update unit test for ZeroDDP
2023-01-11 14:55:41 +08:00
HELSON 7829aa094e
[ddp] add is_ddp_ignored (#2434)
[ddp] rename to is_ddp_ignored
2023-01-11 12:22:45 +08:00
HELSON bb4e9a311a
[zero] add inference mode and its unit test (#2418) 2023-01-11 10:07:37 +08:00
HELSON dddacd2d2c
[hotfix] add norm clearing for the overflow step (#2416) 2023-01-10 15:43:06 +08:00
HELSON ea13a201bb
[polish] polish code for get_static_torch_model (#2405)
* [gemini] polish code

* [testing] remove code

* [gemini] make more robust
2023-01-09 17:41:38 +08:00
Frank Lee 551cafec14
[doc] updated kernel-related optimisers' docstring (#2385)
* [doc] updated kernel-related optimisers' docstring

* polish doc
2023-01-09 17:13:53 +08:00
eric8607242 9880fd2cd8
Fix state_dict key missing issue of the ZeroDDP (#2363)
* Fix state_dict output for ZeroDDP duplicated parameters

* Rewrite state_dict based on get_static_torch_model

* Modify get_static_torch_model to be compatible with the lower version (ZeroDDP)
2023-01-09 14:35:14 +08:00
Frank Lee 40d376c566
[setup] support pre-build and jit-build of cuda kernels (#2374)
* [setup] support pre-build and jit-build of cuda kernels

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
2023-01-06 20:50:26 +08:00
HELSON 48d33b1b17
[gemini] add get static torch model (#2356) 2023-01-06 13:41:19 +08:00
Jiarui Fang 16cc8e6aa7
[builder] MOE builder (#2277) 2023-01-03 20:29:39 +08:00
zbian e94c79f15b improved allgather & reducescatter for 3d 2023-01-03 17:46:08 +08:00
Jiarui Fang af32022f74
[Gemini] fix the convert_to_torch_module bug (#2269) 2023-01-03 15:55:35 +08:00
HELSON 2458659919
[zero] fix error for BEiT models (#2169)
* [zero] fix error for BEiT models

* [ColoParameter] add unpack operation for tuple arguments

* fix bugs

* fix chunkv2 unit testing

* add assertion for gradient state
2022-12-26 15:03:54 +08:00
Jiarui Fang 355ffb386e
[builder] unified cpu_optim fused_optim inferface (#2190) 2022-12-23 20:57:41 +08:00
Jiarui Fang 9587b080ba
[builder] use runtime builder for fused_optim (#2189) 2022-12-23 17:07:03 +08:00
Jiarui Fang d42afd30f8
[builder] runtime adam and fused_optim builder (#2184) 2022-12-23 14:14:21 +08:00