Commit Graph

935 Commits (d8ceeac14e54c5c568e916c061b86d9a53a54f30)

Author SHA1 Message Date
Jianghai 90a65ea682 [pipeline] build bloom model and policy , revise the base class of policy (#4161)
* add pipeline policy and bert forward to be done

* add bertmodel pipeline forward and make tests

* add Bert_Policy and test for policy

* update formatting

* update formatting

* update the code

* fix bugs

* fix name confilt

* add bloom model and policy ,revise the base class of policy

* revise

* revision

* add bert_for_pretraining
2023-08-15 23:25:14 +08:00
Jianghai c552cefa93 [pipeline]add pipeline policy and bert forward (#4130)
* add pipeline policy and bert forward to be done

* add bertmodel pipeline forward and make tests

* add Bert_Policy and test for policy

* update formatting

* update formatting

* update the code

* fix bugs

* fix name confilt
2023-08-15 23:25:14 +08:00
Hongxin Liu 5c897ddb94 [pipeline] add stage manager (#4093)
* [pipeline] add stage manager

* [test] add pipeline stage manager test

* [pipeline] add docstring for stage manager
2023-08-15 23:25:14 +08:00
Jianghai e8e7e49243 [pipeline]add pipeline policy and bert forward (#4130)
* add pipeline policy and bert forward to be done

* add bertmodel pipeline forward and make tests

* add Bert_Policy and test for policy

* update formatting

* update formatting

* update the code

* fix bugs

* fix name confilt
2023-08-15 23:25:14 +08:00
Hongxin Liu f51ce1bc8e [pipeline] refactor 1f1b schedule (#4115)
* [api] update optimizer wrapper to fit pipeline

* [pipeline] add base schedule

* [pipeline] add 1f1b schedule

* [test] add pipeline schedule utils test

* [pipeline] fix import
2023-08-15 23:25:14 +08:00
Hongxin Liu 45fdc9b42c [pipeline] implement p2p communication (#4100)
* [pipeline] add p2p communication

* [test] add p2p communication test

* [test] add rerun decorator

* [test] rename to avoid conflict
2023-08-15 23:25:14 +08:00
Hongxin Liu 422544222f [pipeline] add stage manager (#4093)
* [pipeline] add stage manager

* [test] add pipeline stage manager test

* [pipeline] add docstring for stage manager
2023-08-15 23:25:14 +08:00
Hongxin Liu 5e1a9d48dd [cluster] add process group mesh (#4039)
* [cluster] add process group mesh

* [test] add process group mesh test

* force sync
2023-08-15 23:25:14 +08:00
LuGY d86ddd9b29
[hotfix] fix unsafe async comm in zero (#4404)
* improve stablility of zero

* fix wrong index

* add record stream
2023-08-11 15:09:24 +08:00
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
LuGY 1a49a5ea00 [zero] support shard optimizer state dict of zero (#4194)
* support shard optimizer of zero

* polish code

* support sync grad manually
2023-07-31 22:13:29 +08:00
LuGY dd7cc58299 [zero] add state dict for low level zero (#4179)
* add state dict for zero

* fix unit test

* polish
2023-07-31 22:13:29 +08:00
LuGY c668801d36 [zero] allow passing process group to zero12 (#4153)
* allow passing process group to zero12

* union tp-zero and normal-zero

* polish code
2023-07-31 22:13:29 +08:00
LuGY 79cf1b5f33 [zero]support no_sync method for zero1 plugin (#4138)
* support no sync for zero1 plugin

* polish

* polish
2023-07-31 22:13:29 +08:00
LuGY c6ab96983a [zero] refactor low level zero for shard evenly (#4030)
* refactor low level zero

* fix zero2 and support cpu offload

* avg gradient and modify unit test

* refactor grad store, support layer drop

* refactor bucket store, support grad accumulation

* fix and update unit test of zero and ddp

* compatible with tp, ga and unit test

* fix memory leak and polish

* add zero layer drop unittest

* polish code

* fix import err in unit test

* support diffenert comm dtype, modify docstring style

* polish code

* test padding and fix

* fix unit test of low level zero

* fix pad recording in bucket store

* support some models

* polish
2023-07-31 22:13:29 +08:00
Baizhou Zhang c6f6005990
[checkpointio] Sharded Optimizer Checkpoint for Gemini Plugin (#4302)
* sharded optimizer checkpoint for gemini plugin

* modify test to reduce testing time

* update doc

* fix bug when keep_gatherd is true under GeminiPlugin
2023-07-21 14:39:01 +08:00
Hongxin Liu fc5cef2c79
[lazy] support init on cuda (#4269)
* [lazy] support init on cuda

* [test] update lazy init test

* [test] fix transformer version
2023-07-19 16:43:01 +08:00
Cuiqing Li 4b977541a8
[Kernels] added triton-implemented of self attention for colossal-ai (#4241)
* added softmax kernel

* added qkv_kernel

* added ops

* adding tests

* upload tets

* fix tests

* debugging

* debugging tests

* debugging

* added

* fixed errors

* added softmax kernel

* clean codes

* added tests

* update tests

* update tests

* added attention

* add

* fixed pytest checking

* add cuda check

* fix cuda version

* fix typo
2023-07-18 23:53:38 +08:00
Baizhou Zhang 58913441a1
Next commit [checkpointio] Unsharded Optimizer Checkpoint for Gemini Plugin (#4141)
* [checkpointio] unsharded optimizer checkpoint for Gemini plugin

* [checkpointio] unsharded optimizer checkpoint for Gemini using all_gather
2023-07-07 16:33:06 +08:00
github-actions[bot] c77b3b19be
[format] applied code formatting on changed files in pull request 4152 (#4157)
Co-authored-by: github-actions <github-actions@github.com>
2023-07-04 16:07:47 +08:00
Frank Lee 1fb0d95df0 [shardformer] made tensor parallelism configurable (#4144)
* [shardformer] made tensor parallelism configurable

* polish code
2023-07-04 16:05:01 +08:00
Frank Lee 74257cb446 [shardformer] refactored some doc and api (#4137)
* [shardformer] refactored some doc and api

* polish code
2023-07-04 16:05:01 +08:00
Frank Lee ae035d305d [shardformer] added embedding gradient check (#4124) 2023-07-04 16:05:01 +08:00
Frank Lee 6a88bae4ec [shardformer] integrate with data parallelism (#4103) 2023-07-04 16:05:01 +08:00
Frank Lee f3b6aaa6b7 [shardformer] supported fused normalization (#4112) 2023-07-04 16:05:01 +08:00
Frank Lee b1c2901530 [shardformer] supported bloom model (#4098) 2023-07-04 16:05:01 +08:00
Kun Lin 8af29ee47a [shardformer] support vision transformer (#4096)
* first v of vit shardformer

* keep vit

* update

* vit shard add vitattention vitlayer

* update num head shard para

* finish test for vit

* add new_model_class & postprocess

* add vit readme

* delete old files & fix the conflict

* fix sth
2023-07-04 16:05:01 +08:00
jiangmingyan ac80937138 [shardformer] shardformer support opt models (#4091)
* [shardformer] shardformer support opt models

* [shardformer] shardformer support opt models, fix

* [shardformer] shardformer support opt models, fix

* [shardformer] shardformer support opt models, fix
2023-07-04 16:05:01 +08:00
Frank Lee d33a44e8c3 [shardformer] refactored layernorm (#4086) 2023-07-04 16:05:01 +08:00
Frank Lee c4b1b65931 [test] fixed tests failed due to dtensor change (#4082)
* [test] fixed tests failed due to dtensor change

* polish code
2023-07-04 16:05:01 +08:00
FoolPlayer 92f6791095 [shardformer] Add layernorm (#4072)
* add layernorm to bert

* add layernorm test

* add layernorm test with load state dict

* add use_mixedfusedLN in shard config

* refactor policy to support fused_layernorm
2023-07-04 16:05:01 +08:00
Frank Lee 70c58cfd4f [shardformer] supported fused qkv checkpoint (#4073) 2023-07-04 16:05:01 +08:00
FoolPlayer 0803a61412 [shardformer] add linearconv1d test (#4067)
* add linearconv1d test

* add linearconv1d test
2023-07-04 16:05:01 +08:00
Frank Lee 8eb09a4c69 [shardformer] support module saving and loading (#4062)
* [shardformer] support module saving and loading

* polish code
2023-07-04 16:05:01 +08:00
FoolPlayer 7740c55c55 support kit use for bert/gpt test (#4055)
* support kit use for bert test

* support kit test for gpt2
2023-07-04 16:05:01 +08:00
Frank Lee f22ddacef0 [shardformer] refactored the shardformer layer structure (#4053) 2023-07-04 16:05:01 +08:00
Frank Lee 58df720570 [shardformer] adapted T5 and LLaMa test to use kit (#4049)
* [shardformer] adapted T5 and LLaMa test to use kit

* polish code
2023-07-04 16:05:01 +08:00
FoolPlayer 4021b9a8a2 [shardformer] add gpt2 test and layer class refactor (#4041)
* add gpt2 test and layer class refactor

* add dropout in gpt2 policy
2023-07-04 16:05:01 +08:00
Frank Lee d857f3dbba [shardformer] supported T5 and its variants (#4045) 2023-07-04 16:05:01 +08:00
Frank Lee c1d5453e9f [shardformer] adapted llama to the new API (#4036) 2023-07-04 16:05:01 +08:00
FoolPlayer 74d176c8d8 [shardformer] fix bert and gpt downstream with new api (#4024)
* fix bert downstream with new api

* remove comment line
2023-07-04 16:05:01 +08:00
FoolPlayer 507c0ad368 add vocabembedding layer 2023-07-04 16:05:01 +08:00
Frank Lee 3893fa1a8d [shardformer] refactored embedding and dropout to parallel module (#4013)
* [shardformer] refactored embedding and dropout to parallel module

* polish code
2023-07-04 16:05:01 +08:00
FoolPlayer dfca9678fa integrate with dist layer (#4011) 2023-07-04 16:05:01 +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
Frank Lee 611971248c [device] support init device mesh from process group (#3990) 2023-07-04 16:05:01 +08:00
FoolPlayer f7774ec0f3 [Shardformer] Downstream bert (#3979)
* add dist dropout in model

* update docstring and bert policy with dropout

* refactor basepolicy and sharded, update bert

* update format

* update gpt2 policy

* update bert policy

* remove unused code

* update readme for new policy usage

* add downstream model of bert

* remove unused code
2023-07-04 16:05:01 +08:00
wukong1992 c1c672d0f0 [shardformer] shardformer support t5 model (#3994)
test t5
2023-07-04 16:05:01 +08:00
wukong1992 6b30dfb7ce [shardformer] support llama model using shardformer (#3969)
adjust layer attr
2023-07-04 16:05:01 +08:00
FoolPlayer a73130482d [shardformer] Unit test (#3928)
* fix bug in slicer, add slicer unit test

* add dropout test

* use pid as dropout seed

* updata dropout test with local pattern

* ad todo
2023-07-04 16:05:01 +08:00
FoolPlayer f1cb5ac6bf [shardformer] Align bert value (#3907)
* add bert align test, fix dist loss bug

* forward and backward align

* add ignore index

* add shardformer CI

* add gather_output optional for user in shardconfig

* update readme with optional gather_ouput

* add dist crossentropy loss test, remove unused files

* remove unused file

* remove unused file

* rename the file

* polish code
2023-07-04 16:05:01 +08:00
Baizhou Zhang 0bb0b481b4 [gemini] fix argument naming during chunk configuration searching 2023-06-25 13:34:15 +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 a5883aa790
[test] fixed codefactor format report (#4026) 2023-06-16 18:23:02 +08:00
Baizhou Zhang 822c3d4d66
[checkpointio] sharded optimizer checkpoint for DDP plugin (#4002) 2023-06-16 14:14:05 +08:00
Wenhao Chen 725af3eeeb
[booster] make optimizer argument optional for boost (#3993)
* feat: make optimizer optional in Booster.boost

* test: skip unet test if diffusers version > 0.10.2
2023-06-15 17:38:42 +08:00
Baizhou Zhang c9cff7e7fa
[checkpointio] General Checkpointing of Sharded Optimizers (#3984) 2023-06-15 15:21:26 +08:00
digger yu e61ffc77c6
fix typo tests/ (#3936) 2023-06-09 09:49:41 +08:00
Frank Lee ddcf58cacf
Revert "[sync] sync feature/shardformer with develop" 2023-06-09 09:41:27 +08:00
Frank Lee eb39154d40
[dtensor] updated api and doc (#3845) 2023-06-08 10:18:17 +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
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
wukong1992 6b305a99d6
[booster] torch fsdp fix ckpt (#3788) 2023-05-23 16:58:45 +08:00
Frank Lee 615e2e5fc1
[test] fixed lazy init test import error (#3799) 2023-05-23 11:57:15 +08:00
Hongxin Liu 3c07a2846e
[plugin] a workaround for zero plugins' optimizer checkpoint (#3780)
* [test] refactor torch ddp checkpoint test

* [plugin] update low level zero optim checkpoint

* [plugin] update gemini optim checkpoint
2023-05-19 19:42:31 +08:00
Hongxin Liu 5452df63c5
[plugin] torch ddp plugin supports sharded model checkpoint (#3775)
* [plugin] torch ddp plugin add save sharded model

* [test] fix torch ddp ckpt io test

* [test] fix torch ddp ckpt io test

* [test] fix low level zero plugin test

* [test] fix low level zero plugin test

* [test] add debug info

* [test] add debug info

* [test] add debug info

* [test] add debug info

* [test] add debug info

* [test] fix low level zero plugin test

* [test] fix low level zero plugin test

* [test] remove debug info
2023-05-18 20:05:59 +08:00
wukong1992 6050f37776
[booster] removed models that don't support fsdp (#3744)
Co-authored-by: 纪少敏 <jishaomin@jishaomindeMBP.lan>
2023-05-15 19:35:21 +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
wukong1992 b37797ed3d
[booster] support torch fsdp plugin in booster (#3697)
Co-authored-by: 纪少敏 <jishaomin@jishaomindeMBP.lan>
2023-05-15 12:14:38 +08:00
digger-yu 1f73609adb
[CI] fix typo with tests/ etc. (#3727)
* fix spelling error with examples/comminity/

* fix spelling error with tests/

* fix some spelling error with tests/ colossalai/ etc.

* fix spelling error with tests/ etc. date:2023.5.10
2023-05-11 16:30:58 +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
jiangmingyan 20068ba188
[booster] add tests for ddp and low level zero's checkpointio (#3715)
* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update tests for booster

* [booster] update booster tutorials#3717, fix recursive check
2023-05-10 12:17:02 +08:00
Hongxin Liu 6552cbf8e1
[booster] fix no_sync method (#3709)
* [booster] fix no_sync method

* [booster] add test for ddp no_sync

* [booster] fix merge

* [booster] update unit test

* [booster] update unit test

* [booster] update unit test
2023-05-09 11:10:02 +08:00
Hongxin Liu 3bf09efe74
[booster] update prepare dataloader method for plugin (#3706)
* [booster] add prepare dataloader method for plug

* [booster] update examples and docstr
2023-05-08 15:44:03 +08:00
Hongxin Liu d0915f54f4
[booster] refactor all dp fashion plugins (#3684)
* [booster] add dp plugin base

* [booster] inherit dp plugin base

* [booster] refactor unit tests
2023-05-05 19:36:10 +08:00
digger-yu b49020c1b1
[CI] Update test_sharded_optim_with_sync_bn.py (#3688)
fix spelling error in line23
change "cudnn_determinstic"=True to "cudnn_deterministic=True"
2023-05-05 18:57:27 +08:00
jiangmingyan 307894f74d
[booster] gemini plugin support shard checkpoint (#3610)
* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin add shard checkpoint save/load

* gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

* [API Refactoring]gemini plugin support shard checkpoint

---------

Co-authored-by: luchen <luchen@luchendeMBP.lan>
Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>
2023-05-05 14:37:21 +08:00
Hongxin Liu 50793b35f4
[gemini] accelerate inference (#3641)
* [gemini] support don't scatter after inference

* [chat] update colossalai strategy

* [chat] fix opt benchmark

* [chat] update opt benchmark

* [gemini] optimize inference

* [test] add gemini inference test

* [chat] fix unit test ci

* [chat] fix ci

* [chat] fix ci

* [chat] skip checkpoint test
2023-04-26 16:32:40 +08:00
Hongxin Liu 4b3240cb59
[booster] add low level zero plugin (#3594)
* [booster] add low level zero plugin

* [booster] fix gemini plugin test

* [booster] fix precision

* [booster] add low level zero plugin test

* [test] fix booster plugin test oom

* [test] fix booster plugin test oom

* [test] fix googlenet and inception output trans

* [test] fix diffuser clip vision model

* [test] fix torchaudio_wav2vec2_base

* [test] fix low level zero plugin test
2023-04-26 14:37:25 +08:00
Hongxin Liu f313babd11
[gemini] support save state dict in shards (#3581)
* [gemini] support state dict shard

* [gemini] add test state dict shard

* [gemini] polish docstr

* [gemini] fix merge

* [gemini] polish code
2023-04-17 17:11:09 +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
jiangmingyan 52a933e175
[checkpoint] support huggingface style sharded checkpoint (#3461)
* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

* [checkpoint] support huggingface style sharded checkpoint

---------

Co-authored-by: luchen <luchen@luchendeMBP.lan>
2023-04-06 16:23:39 +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 933048ad3e
[test] reorganize zero/gemini tests (#3445) 2023-04-06 09:38:25 +08:00
YuliangLiu0306 ffcdbf0f65
[autoparallel]integrate auto parallel feature with new tracer (#3408)
* [autoparallel] integrate new analyzer in module level

* unify the profiling method

* polish

* fix no codegen bug

* fix pass bug

* fix liveness test

* polish
2023-04-04 17:40:45 +08:00
Frank Lee 1beb85cc25
[checkpoint] refactored the API and added safetensors support (#3427)
* [checkpoint] refactored the API and added safetensors support

* polish code
2023-04-04 15:23:01 +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
Frank Lee 638a07a7f9
[test] fixed gemini plugin test (#3411)
* [test] fixed gemini plugin test

* polish code

* polish code
2023-04-03 17:12:22 +08:00
ver217 5f2e34e6c9
[booster] implement Gemini plugin (#3352)
* [booster] add gemini plugin

* [booster] update docstr

* [booster] gemini plugin add coloparam convertor

* [booster] fix coloparam convertor

* [booster] fix gemini plugin device

* [booster] add gemini plugin test

* [booster] gemini plugin ignore sync bn

* [booster] skip some model

* [booster] skip some model

* [booster] modify test world size

* [booster] modify test world size

* [booster] skip test
2023-03-31 16:06:13 +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
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
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
YuliangLiu0306 4d5d8f98a4
[API] implement device mesh manager (#3221)
* [API] implement  device mesh manager

* polish
2023-03-24 13:39:12 +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
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
YuliangLiu0306 019a847432
[Analyzer] fix analyzer tests (#3197) 2023-03-22 13:38:11 +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
zbian 7bc0afc901 updated flash attention usage 2023-03-20 17:57:04 +08:00
Frank Lee 085e7f4eff
[test] fixed torchrec registration in model zoo (#3177)
* [test] fixed torchrec registration in model zoo

* polish code

* polish code

* polish code
2023-03-20 16:19:06 +08:00
Frank Lee a9b8402d93
[booster] added the accelerator implementation (#3159) 2023-03-20 13:59:24 +08:00
Frank Lee 1ad3a636b1
[test] fixed torchrec model test (#3167)
* [test] fixed torchrec model test

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
2023-03-20 11:40:25 +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 ecd643f1e4
[test] add torchrec models to test model zoo (#3139) 2023-03-15 05:46:04 +00:00
ver217 14a115000b
[tests] model zoo add torchaudio models (#3138)
* [tests] model zoo add torchaudio models

* [tests] refactor torchaudio wavernn

* [tests] refactor fx torchaudio tests
2023-03-15 11:51:16 +08:00
Frank Lee 6d48eb0560
[test] added transformers models to test model zoo (#3135) 2023-03-15 11:26:10 +08:00
Frank Lee a674c63348
[test] added torchvision models to test model zoo (#3132)
* [test] added torchvision models to test model zoo

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
2023-03-15 10:42:07 +08:00
HELSON 1216d1e7bd
[tests] diffuser models in model zoo (#3136)
* [tests] diffuser models in model zoo

* remove useless code

* [tests] add diffusers to requirement-test
2023-03-14 17:20:28 +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
Frank Lee 86ac782d7c
[test] added timm models to test model zoo (#3129)
* [test] added timm models to test model zoo

* polish code

* polish code

* polish code

* polish code

* polish code
2023-03-14 14:29:18 +08:00
Xuanlei Zhao 30dd13c450
[autochunk] support complete benchmark (#3121)
* 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

* add unet test

* add bench

* update bench

* update bench

* init

* support vit

* move to cpu

* add cpu benchmark
2023-03-13 17:42:37 +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
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 4269196c79
[hotfix] skip auto checkpointing tests (#3029)
* [hotfix] skip auto checkpointing tests

* fix test name issue
2023-03-07 15:50:00 +08:00
YuliangLiu0306 cd2b0eaa8d
[DTensor] refactor sharding spec (#2987)
* [autoparallel] refactor sharding spec

* rename function name
2023-03-07 11:08:11 +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 197d0bf4ed
[autoparallel] apply repeat block to reduce solving time (#2912) 2023-02-28 11:03:30 +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
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
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
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
YuliangLiu0306 1dc003c169
[autoparallel] distinguish different parallel strategies (#2699) 2023-02-15 22:28:28 +08:00
YuliangLiu0306 21d6a48f4d
[autoparallel] add shard option (#2696)
* [autoparallel] add shard option

* polish
2023-02-15 13:48:28 +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
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
Boyuan Yao 40c916b192
[autoparallel] Patch meta information of `torch.nn.functional.softmax` and `torch.nn.Softmax` (#2674)
* [autoparallel] softmax metainfo

* [autoparallel] softmax metainfo
2023-02-13 16:09:22 +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
Boyuan Yao 0385b26ebf
[autoparallel] Patch meta information of `torch.nn.LayerNorm` (#2647)
* [autoparallel] layernorm metainfo patch

* [autoparallel] polish test
2023-02-10 14:29:24 +08:00
YuliangLiu0306 37df666f38
[autoparallel] refactor handlers which reshape input tensors (#2615)
* [autoparallel] refactor handlers which reshape input tensors

* polish
2023-02-08 15:02:49 +08:00
YuliangLiu0306 cb3d1bef62
[autoparallel] adapt autoparallel tests with latest api (#2626) 2023-02-08 15:02:12 +08:00
Boyuan Yao 90a9fdd91d
[autoparallel] Patch meta information of `torch.matmul` (#2584)
* [autoparallel] matmul metainfo

* [auto_parallel] remove unused print

* [tests] skip test_matmul_handler when torch version is lower than 1.12.0
2023-02-08 11:05:31 +08:00
oahzxl 6ba8364881
[autochunk] support diffusion for autochunk (#2621)
* add alphafold benchmark

* renae alphafold test

* rename tests

* rename diffuser

* renme

* rename

* update transformer

* update benchmark

* update benchmark

* update bench memory

* update transformer benchmark

* rename

* support diffuser

* support unet metainfo prop

* fix bug and simplify code

* update linear and support some op

* optimize max region search, support conv

* update unet test

* support some op

* support groupnorm and interpolate

* update flow search

* add fix dim in node flow

* fix utils

* rename

* support diffusion

* update diffuser

* update chunk search

* optimize imports

* import

* finish autochunk
2023-02-07 16:32:45 +08:00
oahzxl c4b15661d7
[autochunk] add benchmark for transformer and alphafold (#2543) 2023-02-02 15:06:43 +08:00
oahzxl 05671fcb42
[autochunk] support multi outputs chunk search (#2538)
Support multi outputs chunk search. Previously we only support single output chunk search. It is more flexible and improve performance by a large margin. For transformer, we reduce memory by 40% than previous search strategy.

1. rewrite search strategy to support multi outputs chunk search
2. fix many, many bugs
3. update tests
2023-02-01 13:18:51 +08:00
oahzxl 63199c6687
[autochunk] support transformer (#2526) 2023-01-31 16:00:06 +08:00
Frank Lee b55deb0662
[workflow] only report coverage for changed files (#2524)
* [workflow] only report coverage for changed files

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file

* polish file
2023-01-30 21:28:27 +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