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1393 Commits (c94a33579b7c70d96905ea8b2c3a4baf28451cb0)

Author SHA1 Message Date
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
YuliangLiu0306 fee2af8610
[autoparallel] adapt autoparallel with new analyzer (#3261) 
* [autoparallel] adapt autoparallel with new analyzer

* fix all node handler tests

* polish

* polish
 2023-03-30 17:47:24 +08:00
Ofey Chan 8706a8c66c
[NFC] polish colossalai/engine/gradient_handler/__init__.py code style (#3329) 2023-03-30 14:19:39 +08:00
yuxuan-lou 198a74b9fd
[NFC] polish colossalai/context/random/__init__.py code style (#3327) 2023-03-30 14:19:26 +08:00
YuliangLiu0306 fbd2a9e05b [hotfix] meta_tensor_compatibility_with_torch2 2023-03-30 13:43:01 +08:00
Michelle ad285e1656
[NFC] polish colossalai/fx/tracer/_tracer_utils.py (#3323) 
* [NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style

* [NFC] polish colossalai/fx/tracer/_tracer_utils.py  code style

---------

Co-authored-by: Qianran Ma <qianranm@luchentech.com>
 2023-03-29 17:53:32 +08:00
Xu Kai 64350029fe [NFC] polish colossalai/gemini/paramhooks/_param_hookmgr.py code style 2023-03-29 15:47:42 +08:00
RichardoLuo 1ce9d0c531 [NFC] polish initializer_data.py code style (#3287) 2023-03-29 15:22:21 +08:00
Ziheng Qin 1bed38ef37 [NFC] polish colossalai/cli/benchmark/models.py code style (#3290) 2023-03-29 15:22:21 +08:00
Kai Wang (Victor Kai) 964a28678f [NFC] polish initializer_3d.py code style (#3279) 2023-03-29 15:22:21 +08:00
Sze-qq 94eec1c5ad [NFC] polish colossalai/engine/gradient_accumulation/_gradient_accumulation.py code style (#3277) 
Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
 2023-03-29 15:22:21 +08:00
Arsmart1 8af977f223 [NFC] polish colossalai/context/parallel_context.py code style (#3276) 2023-03-29 15:22:21 +08:00
Zirui Zhu 1168b50e33 [NFC] polish colossalai/engine/schedule/_pipeline_schedule_v2.py code style (#3275) 2023-03-29 15:22:21 +08:00
Tong Li 196d4696d0 [NFC] polish colossalai/nn/_ops/addmm.py code style (#3274) 2023-03-29 15:22:21 +08:00
lucasliunju 4b95464994 [NFC] polish colossalai/amp/__init__.py code style (#3272) 2023-03-29 15:22:21 +08:00
Xuanlei Zhao 6b3bb2c249 [NFC] polish code style (#3273) 2023-03-29 15:22:21 +08:00
CZYCW 4cadb25b96 [NFC] policy colossalai/fx/proxy.py code style (#3269) 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
Camille Zhong c4a226b729 [NFC] polish tensor_placement_policy.py code style (#3265) 2023-03-29 15:22:21 +08:00
CsRic 00778abc48 [NFC] polish colossalai/fx/passes/split_module.py code style (#3263) 
Co-authored-by: csric <richcsr256@gmail.com>
 2023-03-29 15:22:21 +08:00
jiangmingyan 488f37048c [NFC] polish colossalai/global_variables.py code style (#3259) 
Co-authored-by: luchen <luchen@luchendeMBP.lan>
 2023-03-29 15:22:21 +08:00
LuGY 1ff7d5bfa5 [NFC] polish colossalai/engine/gradient_handler/_moe_gradient_handler.py (#3260) 2023-03-29 15:22:21 +08:00
dayellow 204ca2f09a [NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style (#3256) 
Co-authored-by: Minghao Huang <huangminghao@luchentech.com>
 2023-03-29 15:22:21 +08:00
HELSON 02b058032d
[fx] meta registration compatibility (#3253) 
* [fx] meta registration compatibility

* fix error
 2023-03-27 15:22:17 +08:00
Frank Lee 73d3e4d309
[booster] implemented the torch ddd + resnet example (#3232) 
* [booster] implemented the torch ddd + resnet example

* polish code
 2023-03-27 10:24:14 +08:00
YH 1a229045af
Add interface for colo tesnor dp size (#3227) 2023-03-27 09:42:21 +08:00
YuliangLiu0306 4d5d8f98a4
[API] implement device mesh manager (#3221) 
* [API] implement  device mesh manager

* polish
 2023-03-24 13:39:12 +08:00
Frank Lee cd142fbefa
[api] implemented the checkpoint io module (#3205) 
* [api] implemented the checkpoint io module

* polish code

* polish code
 2023-03-23 10:53:17 +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
Frank Lee e3ad88fb48
[booster] implemented the cluster module (#3191) 
* [booster] implemented the cluster module

* polish code
 2023-03-22 14:11:54 +08:00
YuliangLiu0306 f57d34958b
[FX] refactor experimental tracer and adapt it with hf models (#3157) 
* pass gpt trace and meta_prop

* pass t5 trace and meta_prop

* [FX] refactor experimental tracer and adapt it with hf models

* pass all mainstream model zoo

* fix CI

* fix CI

* fix CI

* fix CI

* fix CI

* fix CI

* fix CI

* fix CI

* skip tests

* fix CI

* using packaging version

* polish
 2023-03-22 10:40:33 +08:00
Frank Lee e7f3bed2d3
[booster] added the plugin base and torch ddp plugin (#3180) 
* [booster] added the plugin base and torch ddp plugin

* polish code

* polish code

* polish code
 2023-03-21 17:39:30 +08:00
Zihao 18dbe76cae
[auto-parallel] add auto-offload feature (#3154) 
* add auto-offload feature

* polish code

* fix syn offload runtime pass bug

* add offload example

* fix offload testing bug

* fix example testing bug
 2023-03-21 14:17:41 +08:00
YuliangLiu0306 258b43317c
[hotfix] layout converting issue (#3188) 2023-03-21 13:24:18 +08:00
YH 80aed29cd3
[zero] Refactor ZeroContextConfig class using dataclass (#3186) 2023-03-21 12:36:47 +08:00
YH 9d644ff09f
Fix docstr for zero statedict (#3185) 2023-03-21 11:48:21 +08:00
zbian 7bc0afc901 updated flash attention usage 2023-03-20 17:57:04 +08:00
Frank Lee a9b8402d93
[booster] added the accelerator implementation (#3159) 2023-03-20 13:59:24 +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
Frank Lee ed19290560
[booster] implemented mixed precision class (#3151) 
* [booster] implemented mixed precision class

* polish code
 2023-03-17 11:00:15 +08:00
YuliangLiu0306 2eca4cd376
[DTensor] refactor dtensor with new components (#3089) 
* [DTensor] refactor dtensor with new components

* polish
 2023-03-14 16:25:47 +08:00
ver217 ed8f60b93b
[lazyinit] refactor lazy tensor and lazy init ctx (#3131) 
* [lazyinit] refactor lazy tensor and lazy init ctx

* [lazyinit] polish docstr

* [lazyinit] polish docstr
 2023-03-14 15:37:12 +08:00
Frank Lee 95a36eae63
[kernel] added kernel loader to softmax autograd function (#3093) 
* [kernel] added kernel loader to softmax autograd function

* [release] v0.2.6
 2023-03-10 14:27:09 +08:00
Super Daniel fff98f06ed
[analyzer] a minimal implementation of static graph analyzer (#2852) 
* [hotfix] meta tensor default device.

* [siu] add experimental submodules to main branch.

* [siu]

* [siu]

* [analyzer] init.

* [analyzer] readme.

* [analyzer] readme.

* [analyzer] readme.

* [analyzer] readme.

* [test] add test.

* Update symbolic_trace.py

* mark skip tests.

* try except.

* try except.

* try except.

* s

* init

* init

* fix

* skip

* skip

---------

Co-authored-by: Daniel Shao <superdainiu@MININT-PVARVID.fareast.corp.microsoft.com>
Co-authored-by: Daniel Shao <superdainiu@Daniels-Mac.local>
 2023-03-10 13:21:05 +08:00
Xuanlei Zhao 10c61de2f7
[autochunk] support vit (#3084) 
support vit for autochunk
* support some new ops for vit
* fix some bugs
* add test for vit
 2023-03-10 10:23:26 +08:00
YuliangLiu0306 8e4e8601b7
[DTensor] implement layout converter (#3055) 
* [DTensor] refactor LayoutConverter for DTensor

* polish code

* polish docstring
 2023-03-10 09:53:52 +08:00
Frank Lee f19b49e164
[booster] init module structure and definition (#3056) 2023-03-09 11:27:46 +08:00
Xuanlei Zhao 2ca9728cbb
[autochunk] refactor chunk memory estimation (#2762) 
* refact memory code

* dont log free var memory

* add memory align

* update chunk target

* update setting for new memory

* finish test

* update tracer

* update typo

* update test
 2023-03-08 16:22:30 +08:00
YuliangLiu0306 29386a54e6
[DTensor] refactor CommSpec (#3034) 2023-03-08 10:45:31 +08:00
YuliangLiu0306 cd2b0eaa8d
[DTensor] refactor sharding spec (#2987) 
* [autoparallel] refactor sharding spec

* rename function name
 2023-03-07 11:08:11 +08:00
Ziyue Jiang 400f63012e
[pipeline] Add Simplified Alpa DP Partition (#2507) 
* add alpa dp split

* add alpa dp split

* use fwd+bwd instead of fwd only

---------

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2023-03-07 10:34:31 +08:00
Super Daniel b42d3d28ed
[fx] remove depreciated algorithms. (#2312) (#2313) 2023-03-07 10:30:35 +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
YuliangLiu0306 e414e4092b
[DTensor] implementation of dtensor (#2946) 
* [DTensor] implementation of dtensor

* test layout convert

* polish
 2023-03-01 16:34:58 +08:00
YuliangLiu0306 47fb214b3b
[hotfix] add shard dim to aviod backward communication error (#2954) 2023-03-01 11:41:53 +08:00
ver217 090f14fd6b
[misc] add reference (#2930) 
* [misc] add reference

* [misc] add license
 2023-02-28 18:07:24 +08:00
YuliangLiu0306 197d0bf4ed
[autoparallel] apply repeat block to reduce solving time (#2912) 2023-02-28 11:03:30 +08:00
YH a848091141
Fix port exception type (#2925) 2023-02-28 11:00:43 +08:00
zbian 61e687831d fixed using zero with tp cannot access weight correctly 2023-02-28 10:52:30 +08:00
YH 7b13f7db18
[zero] trivial zero optimizer refactoring (#2869) 
* Fix mionr grad store interface

* Apply lint
 2023-02-27 14:04:53 +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
YuliangLiu0306 819e25d8b1
[hotfix] fix autoparallel compatibility test issues (#2754) 2023-02-23 17:28:36 +08:00
YuliangLiu0306 0f392d7403
[autoparallel] find repeat blocks (#2854) 
* [autoparallel] find repeat blocks

* polish

* polish

* polish
 2023-02-23 17:28:19 +08:00
junxu c52edcf0eb
Rename class method of ZeroDDP (#2692) 2023-02-22 15:05:53 +08:00
HELSON 6e4ac08172
[hotfix] fix chunk size can not be divided (#2867) 
* [hotfix] fix chunk size can not be divided

* [hotfix] use numpy for python3.8
 2023-02-22 15:04:46 +08:00
Boyuan Yao eae77c831d
[autoparallel] Patch meta information for nodes that will not be handled by SPMD solver (#2823) 
* [autoparallel] non spmd meta information generator

* [autoparallel] patch meta information for non spmd nodes
 2023-02-22 10:28:56 +08:00
Boyuan Yao c7764d3f22
[autoparallel] Patch meta information of `torch.where` (#2822) 
* [autoparallel] patch meta information of torch.where

* [autoparallel] pre-commit modified
 2023-02-22 10:28:21 +08:00
Boyuan Yao fcc4097efa
[autoparallel] Patch meta information of `torch.tanh()` and `torch.nn.Dropout` (#2773) 
* [autoparallel] tanh meta information

* [autoparallel] remove redundant code

* [autoparallel] patch meta information of torch.nn.Dropout
 2023-02-22 10:27:59 +08:00
Frank Lee 935346430f
[cli] handled version check exceptions (#2848) 
* [cli] handled version check exceptions

* polish code
 2023-02-21 17:04:49 +08:00
Frank Lee 918bc94b6b
[triton] added copyright information for flash attention (#2835) 
* [triton] added copyright information for flash attention

* polish code
 2023-02-21 11:25:57 +08:00
Boyuan Yao 7ea6bc7f69
[autoparallel] Patch tensor related operations meta information (#2789) 
* [autoparallel] tensor related meta information prototype

* [autoparallel] tensor related meta information

* [autoparallel] tensor related meta information

* [autoparallel] tensor related meta information

* [autoparallel] tensor related meta information
 2023-02-20 17:38:55 +08:00
Michelle c008d4ad0c
[NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style (#2744) 2023-02-20 10:38:40 +08:00
YuliangLiu0306 2059fdd6b0
[hotfix] add copyright for solver and device mesh (#2803) 
* [hotfix] add copyright for solver and device mesh

* add readme

* add alpa license

* polish
 2023-02-18 21:14:38 +08:00
Boyuan Yao 8593ae1a3f
[autoparallel] rotor solver refactor (#2813) 
* [autoparallel] rotor solver refactor

* [autoparallel] rotor solver refactor
 2023-02-18 11:30:15 +08:00
HELSON 56ddc9ca7a
[hotfix] add correct device for fake_param (#2796) 2023-02-17 15:29:07 +08:00
Boyuan Yao a2b43e393d
[autoparallel] Patch meta information of `torch.nn.Embedding` (#2760) 
* [autoparallel] embedding metainfo

* [autoparallel] fix function name in test_activation_metainfo

* [autoparallel] undo changes in activation metainfo and related tests
 2023-02-17 10:39:48 +08:00
Boyuan Yao 8e3f66a0d1
[zero] fix wrong import (#2777) 2023-02-17 10:26:07 +08:00
Nikita Shulga 01066152f1
Don't use `torch._six` (#2775) 
* Don't use `torch._six`

This is a private API which is gone after https://github.com/pytorch/pytorch/pull/94709

* Update common.py
 2023-02-17 09:22:45 +08:00
binmakeswell 93b788b95a Merge branch 'main' into fix/format 2023-02-15 20:23:51 +08:00
xyupeng 2fd528b9f4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/graph_analysis.py code style (#2737) 2023-02-15 22:57:45 +08:00
YuliangLiu0306 1dc003c169
[autoparallel] distinguish different parallel strategies (#2699) 2023-02-15 22:28:28 +08:00
YH ae86a29e23
Refact method of grad store (#2687) 2023-02-15 22:27:58 +08:00
Zirui Zhu c9e3ee389e
[NFC] polish colossalai/context/process_group_initializer/initializer_2d.py code style (#2726) 2023-02-15 22:27:13 +08:00
Zangwei Zheng 1819373e5c
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/batch_norm_handler.py code style (#2728) 2023-02-15 22:26:13 +08:00
Wangbo Zhao(黑色枷锁) 8331420520
[NFC] polish colossalai/cli/cli.py code style (#2734) 2023-02-15 22:25:28 +08:00
ziyuhuang123 d344313533
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style (#2725) 2023-02-15 16:31:40 +08:00
Xue Fuzhao e81caeb4bc
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/cost_graph.py code style (#2720) 
Co-authored-by: Fuzhao Xue <fuzhao@login2.ls6.tacc.utexas.edu>
 2023-02-15 16:12:45 +08:00
yuxuan-lou 51c45c2460
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/where_handler.py code style (#2723) 2023-02-15 16:12:24 +08:00
YuliangLiu0306 21d6a48f4d
[autoparallel] add shard option (#2696) 
* [autoparallel] add shard option

* polish
 2023-02-15 13:48:28 +08:00
YuliangLiu0306 5b24987fa7
[autoparallel] fix parameters sharding bug (#2716) 2023-02-15 12:25:50 +08:00
Ziyue Jiang 4603538ddd
[NFC] posh colossalai/context/process_group_initializer/initializer_sequence.py code style (#2712) 
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2023-02-15 10:53:38 +08:00
YuliangLiu0306 cb2c6a2415
[autoparallel] refactor runtime pass (#2644) 
* [autoparallel] refactor runtime pass

* add unit test

* polish
 2023-02-15 10:36:19 +08:00
Zihao b3d10db5f1
[NFC] polish colossalai/cli/launcher/__init__.py code style (#2709) 2023-02-15 09:57:22 +08:00
YuliangLiu0306 0b2a738393
[autoparallel] remove deprecated codes (#2664) 2023-02-15 09:54:32 +08:00
YuliangLiu0306 7fa6be49d2
[autoparallel] test compatibility for gemini and auto parallel (#2700) 2023-02-15 09:43:29 +08:00
CZYCW 4ac8bfb072
[NFC] polish colossalai/engine/gradient_handler/utils.py code style (#2708) 2023-02-15 09:40:08 +08:00
Liu Ziming 6427c406cf
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/strategy_generator.py code style (#2695) 
Co-authored-by: shenggan <csg19971016@gmail.com>
 2023-02-14 21:30:25 +08:00
アマデウス 534f68c83c
[NFC] polish pipeline process group code style (#2694) 2023-02-14 18:12:01 +08:00