Commit Graph

471 Commits (pre-commit-ci-update-config)

Author SHA1 Message Date
FrankLeeeee c565519913 merge commit 2024-01-31 10:41:47 +08:00
digger yu 71321a07cf
fix typo change dosen't to doesn't (#5308) 2024-01-30 09:57:38 +08:00
Frank Lee 8823cc4831
Merge pull request #5310 from hpcaitech/feature/npu
Feature/npu
2024-01-29 13:49:39 +08:00
yuehuayingxueluo 4f28cb43c0
[inference]Optimize the usage of the mid tensors space in flash attn (#5304)
* opt flash attn

* opt tmp tensor

* fix benchmark_llama

* fix code style

* fix None logic for output tensor

* fix adapted to get_xine_cache

* add comment

* fix ci bugs

* fix some codes

* rm duplicated codes

* rm duplicated codes

* fix code style

* add _get_dtype in config.py
2024-01-26 14:00:10 +08:00
Frank Lee 7cfed5f076
[feat] refactored extension module (#5298)
* [feat] refactored extension module

* polish

* polish

* polish

* polish

* polish

* polish

* polish

* polish

* polish

* polish
2024-01-25 17:01:48 +08:00
digger yu bce9499ed3
fix some typo (#5307) 2024-01-25 13:56:27 +08:00
yuehuayingxueluo bfff9254ac
[inference] Adapted to Rotary Embedding and RMS Norm (#5283)
* adapted to rotary_embedding

* adapted to nopad rms norm

* fix bugs in benchmark

* fix flash_decoding.py
2024-01-22 10:55:34 +08:00
flybird11111 f7e3f82a7e
fix llama pretrain (#5287) 2024-01-19 17:49:02 +08:00
Jianghai 9e2342bde2
[Hotfix] Fix bugs in testing continuous batching (#5270)
* fix bug

* fix bugs

* fix bugs

* fix bugs and add padding

* add funcs and fix bugs

* fix typos

* fix bugs

* add func
2024-01-18 16:31:14 +08:00
ver217 148469348a Merge branch 'main' into sync/npu 2024-01-18 12:05:21 +08:00
yuehuayingxueluo 86b63f720c
[Inference]Adapted to the triton attn kernels (#5264)
* adapted to the triton attn kernels

* fix pad input

* adapted to copy_kv_to_blocked_cache

* fix ci test

* update kv memcpy

* remove print
2024-01-17 16:03:10 +08:00
Wenhao Chen ef4f0ee854
[hotfix]: add pp sanity check and fix mbs arg (#5268)
* fix: fix misleading mbs arg

* feat: add pp sanity check

* fix: fix 1f1b sanity check
2024-01-15 15:57:40 +08:00
binmakeswell c174c4fc5f
[doc] fix doc typo (#5256)
* [doc] fix annotation display

* [doc] fix llama2 doc
2024-01-11 21:01:11 +08:00
Hongxin Liu d202cc28c0
[npu] change device to accelerator api (#5239)
* update accelerator

* fix timer

* fix amp

* update

* fix

* update bug

* add error raise

* fix autocast

* fix set device

* remove doc accelerator

* update doc

* update doc

* update doc

* use nullcontext

* update cpu

* update null context

* change time limit for example

* udpate

* update

* update

* update

* [npu] polish accelerator code

---------

Co-authored-by: Xuanlei Zhao <xuanlei.zhao@gmail.com>
Co-authored-by: zxl <43881818+oahzxl@users.noreply.github.com>
2024-01-09 10:20:05 +08:00
Xuanlei Zhao dd2c28a323
[npu] use extension for op builder (#5172)
* update extension

* update cpu adam

* update is

* add doc for cpu adam

* update kernel

* update commit

* update flash

* update memory efficient

* update flash attn

* update flash attention loader

* update api

* fix

* update doc

* update example time limit

* reverse change

* fix doc

* remove useless kernel

* fix

* not use warning

* update

* update
2024-01-08 11:39:16 +08:00
Wenhao Chen 3c0d82b19b
[pipeline]: support arbitrary batch size in forward_only mode (#5201)
* fix: remove drop last in val & test dataloader

* feat: add run_forward_only, support arbitrary bs

* chore: modify ci script
2024-01-02 23:41:12 +08:00
Wenhao Chen 4fa689fca1
[pipeline]: fix p2p comm, add metadata cache and support llama interleaved pp (#5134)
* test: add more p2p tests

* fix: remove send_forward_recv_forward as p2p op list need to use the same group

* fix: make send and receive atomic

* feat: update P2PComm fn

* feat: add metadata cache in 1f1b

* feat: add metadata cache in interleaved pp

* feat: modify is_xx_stage fn

* revert: add _broadcast_object_list

* feat: add interleaved pp in llama policy

* feat: set NCCL_BUFFSIZE in HybridParallelPlugin
2023-12-22 10:44:00 +08:00
flybird11111 21aa5de00b
[gemini] hotfix NaN loss while using Gemini + tensor_parallel (#5150)
* fix

aaa

fix

fix

fix

* fix

* fix

* test ci

* fix ci

fix
2023-12-08 11:10:51 +08:00
binmakeswell 177c79f2d1
[doc] add moe news (#5128)
* [doc] add moe news

* [doc] add moe news

* [doc] add moe news
2023-11-28 17:44:06 +08:00
Wenhao Chen 7172459e74
[shardformer]: support gpt-j, falcon, Mistral and add interleaved pipeline for bert (#5088)
* [shardformer] implement policy for all GPT-J models and test

* [shardformer] support interleaved pipeline parallel for bert finetune

* [shardformer] shardformer support falcon (#4883)

* [shardformer]: fix interleaved pipeline for bert model (#5048)

* [hotfix]: disable seq parallel for gptj and falcon, and polish code (#5093)

* Add Mistral support for Shardformer (#5103)

* [shardformer] add tests to mistral (#5105)

---------

Co-authored-by: Pengtai Xu <henryxu880@gmail.com>
Co-authored-by: ppt0011 <143150326+ppt0011@users.noreply.github.com>
Co-authored-by: flybird11111 <1829166702@qq.com>
Co-authored-by: eric8607242 <e0928021388@gmail.com>
2023-11-28 16:54:42 +08:00
digger yu d5661f0f25
[nfc] fix typo change directoty to directory (#5111) 2023-11-27 18:25:53 +08:00
Xuanlei Zhao 3acbf6d496
[npu] add npu support for hybrid plugin and llama (#5090)
* llama 3d

* update

* fix autocast
2023-11-22 19:23:21 +08:00
flybird11111 aae496631c
[shardformer]fix flash attention, when mask is casual, just don't unpad it (#5084)
* fix flash attn

* fix

fix
2023-11-22 16:00:07 +08:00
Hongxin Liu 1cd7efc520
[inference] refactor examples and fix schedule (#5077)
* [setup] refactor infer setup

* [hotfix] fix infenrece behavior on 1 1 gpu

* [exmaple] refactor inference examples
2023-11-21 10:46:03 +08:00
Bin Jia 4e3959d316
[hotfix/hybridengine] Fix init model with random parameters in benchmark (#5074)
* fix init model with random parameters

* fix example
2023-11-20 20:15:25 +08:00
github-actions[bot] 8921a73c90
[format] applied code formatting on changed files in pull request 5067 (#5072)
Co-authored-by: github-actions <github-actions@github.com>
2023-11-20 19:46:43 +08:00
Xu Kai fb103cfd6e
[inference] update examples and engine (#5073)
* update examples and engine

* fix choices

* update example
2023-11-20 19:44:52 +08:00
Hongxin Liu e5ce4c8ea6
[npu] add npu support for gemini and zero (#5067)
* [npu] setup device utils (#5047)

* [npu] add npu device support

* [npu] support low level zero

* [test] update npu zero plugin test

* [hotfix] fix import

* [test] recover tests

* [npu] gemini support npu (#5052)

* [npu] refactor device utils

* [gemini] support npu

* [example] llama2+gemini support npu

* [kernel] add arm cpu adam kernel (#5065)

* [kernel] add arm cpu adam

* [optim] update adam optimizer

* [kernel] arm cpu adam remove bf16 support
2023-11-20 16:12:41 +08:00
Cuiqing Li (李崔卿) bce919708f
[Kernels]added flash-decoidng of triton (#5063)
* added flash-decoidng of triton based on lightllm kernel

* add req

* clean

* clean

* delete build.sh

---------

Co-authored-by: cuiqing.li <lixx336@gmail.com>
2023-11-20 13:58:29 +08:00
Xu Kai fd6482ad8c
[inference] Refactor inference architecture (#5057)
* [inference] support only TP (#4998)

* support only tp

* enable tp

* add support for bloom (#5008)

* [refactor] refactor gptq and smoothquant llama (#5012)

* refactor gptq and smoothquant llama

* fix import error

* fix linear import torch-int

* fix smoothquant llama import error

* fix import accelerate error

* fix bug

* fix import smooth cuda

* fix smoothcuda

* [Inference Refactor] Merge chatglm2 with pp and tp (#5023)

merge chatglm with pp and tp

* [Refactor] remove useless inference code (#5022)

* remove useless code

* fix quant model

* fix test import bug

* mv original inference legacy

* fix chatglm2

* [Refactor] refactor policy search and quant type controlling in inference (#5035)

* [Refactor] refactor policy search and quant type controling in inference

* [inference] update readme (#5051)

* update readme

* update readme

* fix architecture

* fix table

* fix table

* [inference] udpate example (#5053)

* udpate example

* fix run.sh

* fix rebase bug

* fix some errors

* update readme

* add some features

* update interface

* update readme

* update benchmark

* add requirements-infer

---------

Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com>
2023-11-19 21:05:05 +08:00
flybird11111 bc09b95f50
[exampe] fix llama example' loss error when using gemini plugin (#5060)
fix llama example
2023-11-18 18:41:58 +08:00
Elsa Granger b2ad0d9e8f
[pipeline,shardformer] Fix p2p efficiency in pipeline, allow skipping loading weight not in weight_map when `strict=False`, fix llama flash attention forward, add flop estimation by megatron in llama benchmark (#5017)
* Use p2p

* Cannot bidirectonal send p2p

* Refactor tensor creation and serialization in P2P
communication

* Fix llama forward args in flash attention

* Add flop estimate from megatron

* Support loading weight not in weight_map when strict=False in hybrid_parallel

* Use send_forward_recv_backward, etc in 1f1b

* Use dataclass for metdata
Remove torch.cuda.synchronize() as suggested

* Add comment about the torch.cuda.synchronize for potential error

* Typo

* Update hybrid_parallel_checkpoint_io.py

* Update p2p.py

* Update one_f_one_b.py

* Update p2p.py

---------

Co-authored-by: flybird11111 <1829166702@qq.com>
2023-11-16 20:15:59 +08:00
Cuiqing Li (李崔卿) 28052a71fb
[Kernels]Update triton kernels into 2.1.0 (#5046)
* update flash-context-attention

* adding kernels

* fix

* reset

* add build script

* add building process

* add llama2 exmaple

* add colossal-llama2 test

* clean

* fall back test setting

* fix test file

* clean

* clean

* clean

---------

Co-authored-by: cuiqing.li <lixx336@gmail.com>
2023-11-16 16:43:15 +08:00
Zhongkai Zhao 70885d707d
[hotfix] Suport extra_kwargs in ShardConfig (#5031)
* [refactor]: replace inference args with extra_kwargs in ShardConfig

* modify shardconfig

* polish code

* fix policy bug in llama

* fix bug in auto policy

* remove setattr in ShardConfig
2023-11-10 10:49:50 +08:00
Wenhao Chen 724441279b
[moe]: fix ep/tp tests, add hierarchical all2all (#4982)
* fix: add warning for EP different behavior

* fix: use shard_data in ep & tp model

* to: add used_capacity

* fix: fix router test

* feat: add create_ep_node_group

* feat: add create_ep_hierarchical_group fn

* feat: add HierarchicalAllToAll

* test: add hierarchical all2all test

* fix: fix test errors

* fix: simplify create_ep_hierarchical_group

* fix: add hierarchical_alltoall arg

* fix: fix environ typo

* revert: revert process mesh order

* to: add todo mark

* fix: skip hierarchical_comm if torch < 1.13.1
2023-11-09 06:31:00 +00:00
Xuanlei Zhao f71e63b0f3
[moe] support optimizer checkpoint (#5015)
* Refactor MoE Manager setup method

* unshard optim ckpt

* optim io

* update transformer version

* update requirements

* update ckpt

* update ckpt

* update ckpt

* fix engine

* fix engine
2023-11-08 15:07:03 +00:00
Xuanlei Zhao dc003c304c
[moe] merge moe into main (#4978)
* update moe module
* support openmoe
2023-11-02 02:21:24 +00:00
Cuiqing Li 459a88c806
[Kernels]Updated Triton kernels into 2.1.0 and adding flash-decoding for llama token attention (#4965)
* adding flash-decoding

* clean

* adding kernel

* adding flash-decoding

* add integration

* add

* adding kernel

* adding kernel

* adding triton 2.1.0 features for inference

* update bloom triton kernel

* remove useless vllm kernels

* clean codes

* fix

* adding files

* fix readme

* update llama flash-decoding

---------

Co-authored-by: cuiqing.li <lixx336@gmail.com>
2023-10-30 14:04:37 +08:00
アマデウス 4e4a10c97d
updated c++17 compiler flags (#4983) 2023-10-27 18:19:56 +08:00
Jianghai c6cd629e7a
[Inference]ADD Bench Chatglm2 script (#4963)
* add bench chatglm

* fix bug and make utils

---------

Co-authored-by: CjhHa1 <cjh18671720497outlook.com>
2023-10-24 13:11:15 +08:00
Xu Kai 785802e809
[inference] add reference and fix some bugs (#4937)
* add reference and fix some bugs

* update gptq init

---------

Co-authored-by: Xu Kai <xukai16@foxamil.com>
2023-10-20 13:39:34 +08:00
Cuiqing Li 3a41e8304e
[Refactor] Integrated some lightllm kernels into token-attention (#4946)
* add some req for inference

* clean codes

* add codes

* add some lightllm deps

* clean codes

* hello

* delete rms files

* add some comments

* add comments

* add doc

* add lightllm deps

* add lightllm cahtglm2 kernels

* add lightllm cahtglm2 kernels

* replace rotary embedding with lightllm kernel

* add some commnets

* add some comments

* add some comments

* add

* replace fwd kernel att1

* fix a arg

* add

* add

* fix token attention

* add some comments

* clean codes

* modify comments

* fix readme

* fix bug

* fix bug

---------

Co-authored-by: cuiqing.li <lixx336@gmail.com>
Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>
2023-10-19 22:22:47 +08:00
Xu Kai 611a5a80ca
[inference] Add smmoothquant for llama (#4904)
* [inference] add int8 rotary embedding kernel for smoothquant (#4843)

* [inference] add smoothquant llama attention (#4850)

* add smoothquant llama attention

* remove uselss code

* remove useless code

* fix import error

* rename file name

* [inference] add silu linear fusion for smoothquant llama mlp  (#4853)

* add silu linear

* update skip condition

* catch smoothquant cuda lib exception

* prcocess exception for tests

* [inference] add llama mlp for smoothquant (#4854)

* add llama mlp for smoothquant

* fix down out scale

* remove duplicate lines

* add llama mlp check

* delete useless code

* [inference] add smoothquant llama (#4861)

* add smoothquant llama

* fix attention accuracy

* fix accuracy

* add kv cache and save pretrained

* refactor example

* delete smooth

* refactor code

* [inference] add smooth function and delete useless code for smoothquant (#4895)

* add smooth function and delete useless code

* update datasets

* remove duplicate import

* delete useless file

* refactor codes (#4902)

* rafactor code

* add license

* add torch-int and smoothquant license
2023-10-16 11:28:44 +08:00
Blagoy Simandoff 8aed02b957
[nfc] fix minor typo in README (#4846) 2023-10-07 17:51:11 +08:00
Xu Kai d1fcc0fa4d
[infer] fix test bug (#4838)
* fix test bug

* delete useless code

* fix typo
2023-10-04 10:01:03 +08:00
Jianghai 013a4bedf0
[inference]fix import bug and delete down useless init (#4830)
* fix import bug and release useless init

* fix

* fix

* fix
2023-10-04 09:18:45 +08:00
Yuanheng Zhao 573f270537
[Infer] Serving example w/ ray-serve (multiple GPU case) (#4841)
* fix imports

* add ray-serve with Colossal-Infer tp

* trivial: send requests script

* add README

* fix worker port

* fix readme

* use app builder and autoscaling

* trivial: input args

* clean code; revise readme

* testci (skip example test)

* use auto model/tokenizer

* revert imports fix (fixed in other PRs)
2023-10-02 17:48:38 +08:00
Yuanheng Zhao 3a74eb4b3a
[Infer] Colossal-Inference serving example w/ TorchServe (single GPU case) (#4771)
* add Colossal-Inference serving example w/ TorchServe

* add dockerfile

* fix dockerfile

* fix dockerfile: fix commit hash, install curl

* refactor file structure

* revise readme

* trivial

* trivial: dockerfile format

* clean dir; revise readme

* fix comments: fix imports and configs

* fix formats

* remove unused requirements
2023-10-02 17:42:37 +08:00
binmakeswell 822051d888
[doc] update slack link (#4823) 2023-09-27 17:37:39 +08:00
flybird11111 26cd6d850c
[fix] fix weekly runing example (#4787)
* [fix] fix weekly runing example

* [fix] fix weekly runing example
2023-09-25 16:19:33 +08:00
Xu Kai 946ab56c48
[feature] add gptq for inference (#4754)
* [gptq] add gptq kernel (#4416)

* add gptq

* refactor code

* fix tests

* replace auto-gptq

* rname inferance/quant

* refactor test

* add auto-gptq as an option

* reset requirements

* change assert and check auto-gptq

* add import warnings

* change test flash attn version

* remove example

* change requirements of flash_attn

* modify tests

* [skip ci] change requirements-test

* [gptq] faster gptq cuda kernel (#4494)

* [skip ci] add cuda kernels

* add license

* [skip ci] fix max_input_len

* format files & change test size

* [skip ci]

* [gptq] add gptq tensor parallel (#4538)

* add gptq tensor parallel

* add gptq tp

* delete print

* add test gptq check

* add test auto gptq check

* [gptq] combine gptq and kv cache manager (#4706)

* combine gptq and kv cache manager

* add init bits

* delete useless code

* add model path

* delete usless print and update test

* delete usless import

* move option gptq to shard config

* change replace linear to shardformer

* update bloom policy

* delete useless code

* fix import bug and delete uselss code

* change colossalai/gptq to colossalai/quant/gptq

* update import linear for tests

* delete useless code and mv gptq_kernel to kernel directory

* fix triton kernel

* add triton import
2023-09-22 11:02:50 +08:00
Baizhou Zhang df66741f77
[bug] fix get_default_parser in examples (#4764) 2023-09-21 10:42:25 +08:00
Wenhao Chen 7b9b86441f
[chat]: update rm, add wandb and fix bugs (#4471)
* feat: modify forward fn of critic and reward model

* feat: modify calc_action_log_probs

* to: add wandb in sft and rm trainer

* feat: update train_sft

* feat: update train_rm

* style: modify type annotation and add warning

* feat: pass tokenizer to ppo trainer

* to: modify trainer base and maker base

* feat: add wandb in ppo trainer

* feat: pass tokenizer to generate

* test: update generate fn tests

* test: update train tests

* fix: remove action_mask

* feat: remove unused code

* fix: fix wrong ignore_index

* fix: fix mock tokenizer

* chore: update requirements

* revert: modify make_experience

* fix: fix inference

* fix: add padding side

* style: modify _on_learn_batch_end

* test: use mock tokenizer

* fix: use bf16 to avoid overflow

* fix: fix workflow

* [chat] fix gemini strategy

* [chat] fix

* sync: update colossalai strategy

* fix: fix args and model dtype

* fix: fix checkpoint test

* fix: fix requirements

* fix: fix missing import and wrong arg

* fix: temporarily skip gemini test in stage 3

* style: apply pre-commit

* fix: temporarily skip gemini test in stage 1&2

---------

Co-authored-by: Mingyan Jiang <1829166702@qq.com>
2023-09-20 15:53:58 +08:00
Hongxin Liu 079bf3cb26
[misc] update pre-commit and run all files (#4752)
* [misc] update pre-commit

* [misc] run pre-commit

* [misc] remove useless configuration files

* [misc] ignore cuda for clang-format
2023-09-19 14:20:26 +08:00
github-actions[bot] 3c6b831c26
[format] applied code formatting on changed files in pull request 4743 (#4750)
Co-authored-by: github-actions <github-actions@github.com>
2023-09-18 16:52:42 +08:00
Hongxin Liu b5f9e37c70
[legacy] clean up legacy code (#4743)
* [legacy] remove outdated codes of pipeline (#4692)

* [legacy] remove cli of benchmark and update optim (#4690)

* [legacy] remove cli of benchmark and update optim

* [doc] fix cli doc test

* [legacy] fix engine clip grad norm

* [legacy] remove outdated colo tensor (#4694)

* [legacy] remove outdated colo tensor

* [test] fix test import

* [legacy] move outdated zero to legacy (#4696)

* [legacy] clean up utils (#4700)

* [legacy] clean up utils

* [example] update examples

* [legacy] clean up amp

* [legacy] fix amp module

* [legacy] clean up gpc (#4742)

* [legacy] clean up context

* [legacy] clean core, constants and global vars

* [legacy] refactor initialize

* [example] fix examples ci

* [example] fix examples ci

* [legacy] fix tests

* [example] fix gpt example

* [example] fix examples ci

* [devops] fix ci installation

* [example] fix examples ci
2023-09-18 16:31:06 +08:00
flybird11111 4c4482f3ad
[example] llama2 add fine-tune example (#4673)
* [shardformer] update shardformer readme

[shardformer] update shardformer readme

[shardformer] update shardformer readme

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] change dataset

* [shardformer] change dataset

* [shardformer] fix CI

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

[example] update opt example

[example] resolve comments

fix

fix

* [example] llama2 add finetune example

* [example] llama2 add finetune example

* [example] llama2 add finetune example

* [example] llama2 add finetune example

* fix

* update llama2 example

* update llama2 example

* fix

* update llama2 example

* update llama2 example

* update llama2 example

* update llama2 example

* update llama2 example

* update llama2 example

* Update requirements.txt

* update llama2 example

* update llama2 example

* update llama2 example
2023-09-15 18:45:44 +08:00
Bin Jia 608cffaed3
[example] add gpt2 HybridParallelPlugin example (#4653)
* add gpt2 HybridParallelPlugin example

* update readme and testci

* update test ci

* fix test_ci bug

* update requirements

* add requirements

* update requirements

* add requirement

* rename file
2023-09-15 17:12:46 +08:00
binmakeswell ce97790ed7
[doc] fix llama2 code link (#4726)
* [doc] fix llama2 code link

* [doc] fix llama2 code link

* [doc] fix llama2 code link
2023-09-14 23:19:25 +08:00
Baizhou Zhang 068372a738
[doc] add potential solution for OOM in llama2 example (#4699) 2023-09-13 10:43:30 +08:00
Cuiqing Li bce0f16702
[Feature] The first PR to Add TP inference engine, kv-cache manager and related kernels for our inference system (#4577)
* [infer] Infer/llama demo (#4503)

* add

* add infer example

* finish

* finish

* stash

* fix

* [Kernels]  add inference token attention kernel (#4505)

* add token forward

* fix tests

* fix comments

* add try import triton

* add adapted license

* add tests check

* [Kernels] add necessary kernels (llama & bloom) for attention forward and kv-cache manager  (#4485)

* added _vllm_rms_norm

* change place

* added tests

* added tests

* modify

* adding kernels

* added tests:

* adding kernels

* modify

* added

* updating kernels

* adding tests

* added tests

* kernel change

* submit

* modify

* added

* edit comments

* change name

* change commnets and fix import

* add

* added

* combine codes (#4509)

* [feature] add KV cache manager for llama & bloom inference (#4495)

* add kv cache memory manager

* add stateinfo during inference

* format

* format

* rename file

* add kv cache test

* revise on BatchInferState

* file dir change

* [Bug FIx] import llama context ops fix (#4524)

* added _vllm_rms_norm

* change place

* added tests

* added tests

* modify

* adding kernels

* added tests:

* adding kernels

* modify

* added

* updating kernels

* adding tests

* added tests

* kernel change

* submit

* modify

* added

* edit comments

* change name

* change commnets and fix import

* add

* added

* fix

* add ops into init.py

* add

* [Infer] Add TPInferEngine and fix file path (#4532)

* add engine for TP inference

* move file path

* update path

* fix TPInferEngine

* remove unused file

* add engine test demo

* revise TPInferEngine

* fix TPInferEngine, add test

* fix

* Add Inference test for llama (#4508)

* add kv cache memory manager

* add stateinfo during inference

* add

* add infer example

* finish

* finish

* format

* format

* rename file

* add kv cache test

* revise on BatchInferState

* add inference test for llama

* fix conflict

* feature: add some new features for llama engine

* adapt colossalai triton interface

* Change the parent class of llama  policy

* add nvtx

* move llama inference code to tensor_parallel

* fix __init__.py

* rm tensor_parallel

* fix: fix bugs in auto_policy.py

* fix:rm some unused codes

* mv colossalai/tpinference to colossalai/inference/tensor_parallel

* change __init__.py

* save change

* fix engine

* Bug fix: Fix hang

* remove llama_infer_engine.py

---------

Co-authored-by: yuanheng-zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>

* [infer] Add Bloom inference policy and replaced methods (#4512)

* add bloom inference methods and policy

* enable pass BatchInferState from model forward

* revise bloom infer layers/policies

* add engine for inference (draft)

* add test for bloom infer

* fix bloom infer policy and flow

* revise bloom test

* fix bloom file path

* remove unused codes

* fix bloom modeling

* fix dir typo

* fix trivial

* fix policy

* clean pr

* trivial fix

* Revert "[infer] Add Bloom inference policy and replaced methods (#4512)" (#4552)

This reverts commit 17cfa57140.

* [Doc] Add colossal inference doc (#4549)

* create readme

* add readme.md

* fix typos

* [infer] Add Bloom inference policy and replaced methods (#4553)

* add bloom inference methods and policy

* enable pass BatchInferState from model forward

* revise bloom infer layers/policies

* add engine for inference (draft)

* add test for bloom infer

* fix bloom infer policy and flow

* revise bloom test

* fix bloom file path

* remove unused codes

* fix bloom modeling

* fix dir typo

* fix trivial

* fix policy

* clean pr

* trivial fix

* trivial

* Fix Bugs In Llama Model Forward (#4550)

* add kv cache memory manager

* add stateinfo during inference

* add

* add infer example

* finish

* finish

* format

* format

* rename file

* add kv cache test

* revise on BatchInferState

* add inference test for llama

* fix conflict

* feature: add some new features for llama engine

* adapt colossalai triton interface

* Change the parent class of llama  policy

* add nvtx

* move llama inference code to tensor_parallel

* fix __init__.py

* rm tensor_parallel

* fix: fix bugs in auto_policy.py

* fix:rm some unused codes

* mv colossalai/tpinference to colossalai/inference/tensor_parallel

* change __init__.py

* save change

* fix engine

* Bug fix: Fix hang

* remove llama_infer_engine.py

* bug fix: fix bugs about infer_state.is_context_stage

* remove pollcies

* fix: delete unused code

* fix: delete unused code

* remove unused coda

* fix conflict

---------

Co-authored-by: yuanheng-zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>

* [doc] add colossal inference fig (#4554)

* create readme

* add readme.md

* fix typos

* upload fig

* [NFC] fix docstring for colossal inference (#4555)

Fix docstring and comments in kv cache manager and bloom modeling

* fix docstring in llama modeling (#4557)

* [Infer] check import vllm (#4559)

* change import vllm

* import apply_rotary_pos_emb

* change import location

* [DOC] add installation req (#4561)

* add installation req

* fix

* slight change

* remove empty

* [Feature] rms-norm transfer into inference llama.py  (#4563)

* add installation req

* fix

* slight change

* remove empty

* add rmsnorm polciy

* add

* clean codes

* [infer] Fix tp inference engine (#4564)

* fix engine prepare data

* add engine test

* use bloom for testing

* revise on test

* revise on test

* reset shardformer llama (#4569)

* [infer] Fix engine - tensors on different devices (#4570)


* fix diff device in engine

* [codefactor] Feature/colossal inference (#4579)

* code factors

* remove

* change coding (#4581)

* [doc] complete README of colossal inference (#4585)

* complete fig

* Update README.md

* [doc]update readme (#4586)

* update readme

* Update README.md

* bug fix: fix bus in llama and bloom (#4588)

* [BUG FIX]Fix test engine in CI and non-vllm kernels llama forward  (#4592)

* fix tests

* clean

* clean

* fix bugs

* add

* fix llama non-vllm kernels bug

* modify

* clean codes

* [Kernel]Rmsnorm fix (#4598)

* fix tests

* clean

* clean

* fix bugs

* add

* fix llama non-vllm kernels bug

* modify

* clean codes

* add triton rmsnorm

* delete vllm kernel flag

* [Bug Fix]Fix bugs in llama (#4601)

* fix tests

* clean

* clean

* fix bugs

* add

* fix llama non-vllm kernels bug

* modify

* clean codes

* bug fix: remove rotary_positions_ids

---------

Co-authored-by: cuiqing.li <lixx3527@gmail.com>

* [kernel] Add triton layer norm & replace norm for bloom (#4609)

* add layernorm for inference

* add test for layernorm kernel

* add bloom layernorm replacement policy

* trivial: path

* [Infer] Bug fix rotary embedding in llama (#4608)

* fix rotary embedding

* delete print

* fix init seq len bug

* rename pytest

* add benchmark for llama

* refactor codes

* delete useless code

* [bench] Add bloom inference benchmark (#4621)

* add bloom benchmark

* readme - update benchmark res

* trivial - uncomment for testing (#4622)

* [Infer] add check triton and cuda version for tests (#4627)

* fix rotary embedding

* delete print

* fix init seq len bug

* rename pytest

* add benchmark for llama

* refactor codes

* delete useless code

* add check triton and cuda

* Update sharder.py (#4629)

* [Inference] Hot fix some bugs and typos (#4632)

* fix

* fix test

* fix conflicts

* [typo]Comments fix (#4633)

* fallback

* fix commnets

* bug fix: fix some bugs in test_llama and test_bloom (#4635)

* [Infer] delete benchmark in tests and fix bug for llama and bloom (#4636)

* fix rotary embedding

* delete print

* fix init seq len bug

* rename pytest

* add benchmark for llama

* refactor codes

* delete useless code

* add check triton and cuda

* delete benchmark and fix infer bugs

* delete benchmark for tests

* delete useless code

* delete bechmark function in utils

* [Fix] Revise TPInferEngine, inference tests and benchmarks (#4642)

* [Fix] revise TPInferEngine methods and inference tests

* fix llama/bloom infer benchmarks

* fix infer tests

* trivial fix: benchmakrs

* trivial

* trivial: rm print

* modify utils filename for infer ops test (#4657)

* [Infer] Fix TPInferEngine init & inference tests, benchmarks (#4670)

* fix engine funcs

* TPInferEngine: receive shard config in init

* benchmarks: revise TPInferEngine init

* benchmarks: remove pytest decorator

* trivial fix

* use small model for tests

* [NFC] use args for infer benchmarks (#4674)

* revise infer default (#4683)

* [Fix] optimize/shard model in TPInferEngine init (#4684)

* remove using orig model in engine

* revise inference tests

* trivial: rename

---------

Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com>
Co-authored-by: Xu Kai <xukai16@foxmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
Co-authored-by: yuehuayingxueluo <867460659@qq.com>
Co-authored-by: yuanheng-zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>
2023-09-12 01:22:56 +08:00
Hongxin Liu 554aa9592e
[legacy] move communication and nn to legacy and refactor logger (#4671)
* [legacy] move communication to legacy (#4640)

* [legacy] refactor logger and clean up legacy codes (#4654)

* [legacy] make logger independent to gpc

* [legacy] make optim independent to registry

* [legacy] move test engine to legacy

* [legacy] move nn to legacy (#4656)

* [legacy] move nn to legacy

* [checkpointio] fix save hf config

* [test] remove useledd rpc pp test

* [legacy] fix nn init

* [example] skip tutorial hybriad parallel example

* [devops] test doc check

* [devops] test doc check
2023-09-11 16:24:28 +08:00
flybird11111 7486ed7d3a
[shardformer] update llama2/opt finetune example and fix llama2 policy (#4645)
* [shardformer] update shardformer readme

[shardformer] update shardformer readme

[shardformer] update shardformer readme

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] change dataset

* [shardformer] change dataset

* [shardformer] fix CI

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

[example] update opt example

[example] resolve comments

fix

fix
2023-09-09 22:45:36 +08:00
Baizhou Zhang 295b38fecf
[example] update vit example for hybrid parallel plugin (#4641)
* update vit example for hybrid plugin

* reset tp/pp size

* fix dataloader iteration bug

* update optimizer passing in evaluation/add grad_accum

* change criterion

* wrap tqdm

* change grad_accum to grad_checkpoint

* fix pbar
2023-09-07 17:38:45 +08:00
Baizhou Zhang 660eed9124
[pipeline] set optimizer to optional in execute_pipeline (#4630)
* set optimizer to optional in execute_pipeline

* arrange device and mixed precision in booster init

* fix execute_pipeline in booster.py
2023-09-07 10:42:59 +08:00
Hongxin Liu fae6c92ead
Merge branch 'main' into feature/shardformer 2023-09-05 21:54:08 +08:00
Hongxin Liu ac178ca5c1 [legacy] move builder and registry to legacy (#4603) 2023-09-05 21:53:10 +08:00
Hongxin Liu 8accecd55b [legacy] move engine to legacy (#4560)
* [legacy] move engine to legacy

* [example] fix seq parallel example

* [example] fix seq parallel example

* [test] test gemini pluging hang

* [test] test gemini pluging hang

* [test] test gemini pluging hang

* [test] test gemini pluging hang

* [test] test gemini pluging hang

* [example] update seq parallel requirements
2023-09-05 21:53:10 +08:00
Hongxin Liu 89fe027787 [legacy] move trainer to legacy (#4545)
* [legacy] move trainer to legacy

* [doc] update docs related to trainer

* [test] ignore legacy test
2023-09-05 21:53:10 +08:00
flybird11111 ec0866804c
[shardformer] update shardformer readme (#4617)
[shardformer] update shardformer readme

[shardformer] update shardformer readme
2023-09-05 13:14:41 +08:00
Hongxin Liu a39a5c66fe
Merge branch 'main' into feature/shardformer 2023-09-04 23:43:13 +08:00
flybird11111 0a94fcd351
[shardformer] update bert finetune example with HybridParallelPlugin (#4584)
* [shardformer] fix opt test hanging

* fix

* test

* test

* test

* fix test

* fix test

* remove print

* add fix

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] fix epoch change

* [shardformer] broadcast add pp group

* [shardformer] fix opt test hanging

* fix

* test

* test

* [shardformer] zero1+pp and the corresponding tests (#4517)

* pause

* finish pp+zero1

* Update test_shard_vit.py

* [shardformer/fix overlap bug] fix overlap bug, add overlap as an option in shardco… (#4516)

* fix overlap bug and support bert, add overlap as an option in shardconfig

* support overlap for chatglm and bloom

* [shardformer] fix emerged bugs after updating transformers (#4526)

* test

* fix test

* fix test

* remove print

* add fix

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] Add overlap support for gpt2 (#4535)

* add overlap support for gpt2

* remove unused code

* remove unused code

* [shardformer] support pp+tp+zero1 tests (#4531)

* [shardformer] fix opt test hanging

* fix

* test

* test

* test

* fix test

* fix test

* remove print

* add fix

* [shardformer] pp+tp+zero1

[shardformer] pp+tp+zero1

[shardformer] pp+tp+zero1

[shardformer] pp+tp+zero1

[shardformer] pp+tp+zero1

[shardformer] pp+tp+zero1

* [shardformer] pp+tp+zero1

* [shardformer] pp+tp+zero1

* [shardformer] pp+tp+zero1

* [shardformer] pp+tp+zero1

* [shardformer] fix submodule replacement bug when enabling pp (#4544)

* [shardformer] support sharded optimizer checkpointIO of HybridParallelPlugin (#4540)

* implement sharded optimizer saving

* add more param info

* finish implementation of sharded optimizer saving

* fix bugs in optimizer sharded saving

* add pp+zero test

* param group loading

* greedy loading of optimizer

* fix bug when loading

* implement optimizer sharded saving

* add optimizer test & arrange checkpointIO utils

* fix gemini sharding state_dict

* add verbose option

* add loading of master params

* fix typehint

* fix master/working mapping in fp16 amp

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] add bert finetune example

* [shardformer] fix epoch change

* [shardformer] broadcast add pp group

* rebase feature/shardformer

* update pipeline

* [shardformer] fix

* [shardformer] fix

* [shardformer] bert finetune fix

* [shardformer] add all_reduce operation to loss

add all_reduce operation to loss

* [shardformer] make compatible with pytree.

make compatible with pytree.

* [shardformer] disable tp

disable tp

* [shardformer] add 3d plugin to ci test

* [shardformer] update num_microbatches to None

* [shardformer] update microbatchsize

* [shardformer] update assert

* update scheduler

* update scheduler

---------

Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com>
Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com>
Co-authored-by: Baizhou Zhang <eddiezhang@pku.edu.cn>
2023-09-04 21:46:29 +08:00
binmakeswell 8d7b02290f
[doc] add llama2 benchmark (#4604)
* [doc] add llama2 benchmark

* [doc] add llama2 benchmark
2023-09-04 13:49:33 +08:00
Tian Siyuan f1ae8c9104
[example] change accelerate version (#4431)
Co-authored-by: Siyuan Tian <siyuant@vmware.com>
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
2023-08-30 22:56:13 +08:00
ChengDaqi2023 8e2e1992b8
[example] update streamlit 0.73.1 to 1.11.1 (#4386) 2023-08-30 22:54:45 +08:00
Hongxin Liu 0b00def881
[example] add llama2 example (#4527)
* [example] transfer llama-1 example

* [example] fit llama-2

* [example] refactor scripts folder

* [example] fit new gemini plugin

* [cli] fix multinode runner

* [example] fit gemini optim checkpoint

* [example] refactor scripts

* [example] update requirements

* [example] update requirements

* [example] rename llama to llama2

* [example] update readme and pretrain script

* [example] refactor scripts
2023-08-28 17:59:11 +08:00
Hongxin Liu 27061426f7
[gemini] improve compatibility and add static placement policy (#4479)
* [gemini] remove distributed-related part from colotensor (#4379)

* [gemini] remove process group dependency

* [gemini] remove tp part from colo tensor

* [gemini] patch inplace op

* [gemini] fix param op hook and update tests

* [test] remove useless tests

* [test] remove useless tests

* [misc] fix requirements

* [test] fix model zoo

* [test] fix model zoo

* [test] fix model zoo

* [test] fix model zoo

* [test] fix model zoo

* [misc] update requirements

* [gemini] refactor gemini optimizer and gemini ddp (#4398)

* [gemini] update optimizer interface

* [gemini] renaming gemini optimizer

* [gemini] refactor gemini ddp class

* [example] update gemini related example

* [example] update gemini related example

* [plugin] fix gemini plugin args

* [test] update gemini ckpt tests

* [gemini] fix checkpoint io

* [example] fix opt example requirements

* [example] fix opt example

* [example] fix opt example

* [example] fix opt example

* [gemini] add static placement policy (#4443)

* [gemini] add static placement policy

* [gemini] fix param offload

* [test] update gemini tests

* [plugin] update gemini plugin

* [plugin] update gemini plugin docstr

* [misc] fix flash attn requirement

* [test] fix gemini checkpoint io test

* [example] update resnet example result (#4457)

* [example] update bert example result (#4458)

* [doc] update gemini doc (#4468)

* [example] update gemini related examples (#4473)

* [example] update gpt example

* [example] update dreambooth example

* [example] update vit

* [example] update opt

* [example] update palm

* [example] update vit and opt benchmark

* [hotfix] fix bert in model zoo (#4480)

* [hotfix] fix bert in model zoo

* [test] remove chatglm gemini test

* [test] remove sam gemini test

* [test] remove vit gemini test

* [hotfix] fix opt tutorial example (#4497)

* [hotfix] fix opt tutorial example

* [hotfix] fix opt tutorial example
2023-08-24 09:29:25 +08:00
Tian Siyuan ff836790ae
[doc] fix a typo in examples/tutorial/auto_parallel/README.md (#4430)
Co-authored-by: Siyuan Tian <siyuant@vmware.com>
2023-08-15 00:22:57 +08:00
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
caption 16c0acc01b
[hotfix] update gradio 3.11 to 3.34.0 (#4329) 2023-08-01 16:25:25 +08:00
binmakeswell ef4b99ebcd add llama example CI 2023-07-26 14:12:57 +08:00
binmakeswell 7ff11b5537
[example] add llama pretraining (#4257) 2023-07-17 21:07:44 +08:00
github-actions[bot] 4e9b09c222
Automated submodule synchronization (#4217)
Co-authored-by: github-actions <github-actions@github.com>
2023-07-12 17:35:58 +08:00
digger yu 2d40759a53
fix #3852 path error (#4058) 2023-06-28 15:29:44 +08:00
Jianghai 31dc302017
[examples] copy resnet example to image (#4090)
* copy resnet example

* add pytest package

* skip test_ci

* skip test_ci

* skip test_ci
2023-06-27 16:40:46 +08:00
Baizhou Zhang 4da324cd60
[hotfix]fix argument naming in docs and examples (#4083) 2023-06-26 23:50:04 +08:00
LuGY 160c64c645
[example] fix bucket size in example of gpt gemini (#4028) 2023-06-19 11:22:42 +08:00
Baizhou Zhang b3ab7fbabf
[example] update ViT example using booster api (#3940) 2023-06-12 15:02:27 +08:00
Liu Ziming e277534a18
Merge pull request #3905 from MaruyamaAya/dreambooth
[example] Adding an example of training dreambooth with the new booster API
2023-06-09 08:44:18 +08:00
digger yu 33eef714db
fix typo examples and docs (#3932) 2023-06-08 16:09:32 +08:00
Maruyama_Aya 9b5e7ce21f modify shell for check 2023-06-08 14:56:56 +08:00
digger yu 407aa48461
fix typo examples/community/roberta (#3925) 2023-06-08 14:28:34 +08:00
Maruyama_Aya 730a092ba2 modify shell for check 2023-06-08 13:38:18 +08:00
Maruyama_Aya 49567d56d1 modify shell for check 2023-06-08 13:36:05 +08:00
Maruyama_Aya 039854b391 modify shell for check 2023-06-08 13:17:58 +08:00
Baizhou Zhang e417dd004e
[example] update opt example using booster api (#3918) 2023-06-08 11:27:05 +08:00
Maruyama_Aya cf4792c975 modify shell for check 2023-06-08 11:15:10 +08:00
Maruyama_Aya c94a33579b modify shell for check 2023-06-07 17:23:01 +08:00
Liu Ziming b306cecf28
[example] Modify palm example with the new booster API (#3913)
* Modify torch version requirement to adapt torch 2.0

* modify palm example using new booster API

* roll back

* fix port

* polish

* polish
2023-06-07 16:05:00 +08:00
wukong1992 a55fb00c18
[booster] update bert example, using booster api (#3885) 2023-06-07 15:51:00 +08:00
Maruyama_Aya 4fc8bc68ac modify file path 2023-06-07 11:02:19 +08:00
Maruyama_Aya b4437e88c3 fixed port 2023-06-06 16:21:38 +08:00
Maruyama_Aya 79c9f776a9 fixed port 2023-06-06 16:20:45 +08:00
Maruyama_Aya d3379f0be7 fixed model saving bugs 2023-06-06 16:07:34 +08:00
Maruyama_Aya b29e1f0722 change directory 2023-06-06 15:50:03 +08:00
Maruyama_Aya 1c1f71cbd2 fixing insecure hash function 2023-06-06 14:51:11 +08:00
Maruyama_Aya b56c7f4283 update shell file 2023-06-06 14:09:27 +08:00
Maruyama_Aya 176010f289 update performance evaluation 2023-06-06 14:08:22 +08:00
Maruyama_Aya 25447d4407 modify path 2023-06-05 11:47:07 +08:00
Maruyama_Aya 60ec33bb18 Add a new example of Dreambooth training using the booster API 2023-06-02 16:50:51 +08:00
jiangmingyan 5f79008c4a
[example] update gemini examples (#3868)
* [example]update gemini examples

* [example]update gemini examples
2023-05-30 18:41:41 +08:00
digger yu 518b31c059
[docs] change placememt_policy to placement_policy (#3829)
* 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/
2023-05-24 14:51:49 +08:00
github-actions[bot] 62c7e67f9f
[format] applied code formatting on changed files in pull request 3786 (#3787)
Co-authored-by: github-actions <github-actions@github.com>
2023-05-22 14:42:09 +08:00
binmakeswell ad2cf58f50
[chat] add performance and tutorial (#3786) 2023-05-19 18:03:56 +08:00
binmakeswell 15024e40d9
[auto] fix install cmd (#3772) 2023-05-18 13:33:01 +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
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 f83ea813f5
[example] add train resnet/vit with booster example (#3694)
* [example] add train vit with booster example

* [example] update readme

* [example] add train resnet with booster example

* [example] enable ci

* [example] enable ci

* [example] add requirements

* [hotfix] fix analyzer init

* [example] update requirements
2023-05-08 10:42:30 +08:00
Hongxin Liu d556648885
[example] add finetune bert with booster example (#3693) 2023-05-06 11:53:13 +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
github-actions[bot] d544ed4345
[bot] Automated submodule synchronization (#3596)
Co-authored-by: github-actions <github-actions@github.com>
2023-04-19 10:38:12 +08:00
digger-yu d0fbd4b86f
[example] fix community doc (#3586)
Adjusted the style of Community Examples to be consistent with other titles
2023-04-18 10:37:34 +08:00
binmakeswell f1b3d60cae
[example] reorganize for community examples (#3557) 2023-04-14 16:27:48 +08:00
natalie_cao de84c0311a Polish Code 2023-04-12 18:19:46 +08:00
binmakeswell 0c0455700f
[doc] add requirement and highlight application (#3516)
* [doc] add requirement and highlight application

* [doc] link example and application
2023-04-10 17:37:16 +08:00
mandoxzhang 8f2c55f9c9
[example] remove redundant texts & update roberta (#3493)
* update roberta example

* update roberta example

* modify conflict & update roberta
2023-04-07 11:33:32 +08:00
mandoxzhang ab5fd127e3
[example] update roberta with newer ColossalAI (#3472)
* update roberta example

* update roberta example
2023-04-07 10:34:51 +08:00
NatalieC323 fb8fae6f29
Revert "[dreambooth] fixing the incompatibity in requirements.txt (#3190) (#3378)" (#3481) 2023-04-06 20:22:52 +08:00
NatalieC323 c701b77b11
[dreambooth] fixing the incompatibity in requirements.txt (#3190) (#3378)
* Update requirements.txt

* Update environment.yaml

* Update README.md

* Update environment.yaml

* Update README.md

* Update README.md

* Delete requirements_colossalai.txt

* Update requirements.txt

* Update README.md
2023-04-06 17:50:52 +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
Frank Lee 7d8d825681
[booster] fixed the torch ddp plugin with the new checkpoint api (#3442) 2023-04-06 09:43:51 +08:00
ver217 573af84184
[example] update examples related to zero/gemini (#3431)
* [zero] update legacy import

* [zero] update examples

* [example] fix opt tutorial

* [example] fix opt tutorial

* [example] fix opt tutorial

* [example] fix opt tutorial

* [example] fix import
2023-04-04 17:32:51 +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
Jan Roudaut dd367ce795
[doc] polish diffusion example (#3386)
* [examples/images/diffusion]: README.md: typo fixes

* Update README.md

* Grammar fixes

* Reformulated "Step 3" (xformers) introduction

to the cost => at the cost + reworded pip availability.
2023-04-01 23:09:40 +08:00
Jan Roudaut 51cd2fec57
Typofix: malformed `xformers` version (#3384)
s/0.12.0/0.0.12/
2023-03-31 23:32:44 +08:00
YuliangLiu0306 fd6add575d
[examples] polish AutoParallel readme (#3270) 2023-03-28 10:40:07 +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
NatalieC323 280fcdc485
polish code (#3194)
Co-authored-by: YuliangLiu0306 <72588413+YuliangLiu0306@users.noreply.github.com>
2023-03-24 18:44:43 +08:00
Yan Fang 189347963a
[auto] fix requirements typo for issue #3125 (#3209) 2023-03-23 10:22:08 +08:00
NatalieC323 e5f668f280
[dreambooth] fixing the incompatibity in requirements.txt (#3190)
* Update requirements.txt

* Update environment.yaml

* Update README.md

* Update environment.yaml

* Update README.md

* Update README.md

* Delete requirements_colossalai.txt

* Update requirements.txt

* Update README.md
2023-03-21 16:01:13 +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
NatalieC323 4e921cfbd6
[examples] Solving the diffusion issue of incompatibility issue#3169 (#3170)
* Update requirements.txt

* Update environment.yaml

* Update README.md

* Update environment.yaml
2023-03-20 14:19:05 +08:00
binmakeswell 3c01280a56
[doc] add community contribution guide (#3153)
* [doc] update contribution guide

* [doc] update contribution guide

* [doc] add community contribution guide
2023-03-17 11:07:24 +08:00
github-actions[bot] 0aa92c0409
Automated submodule synchronization (#3105)
Co-authored-by: github-actions <github-actions@github.com>
2023-03-13 08:58:06 +08:00
binmakeswell 018936a3f3
[tutorial] update notes for TransformerEngine (#3098) 2023-03-10 16:30:52 +08:00
Kirthi Shankar Sivamani 65a4dbda6c
[NVIDIA] Add FP8 example using TE (#3080)
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
2023-03-10 16:24:08 +08:00
Fazzie-Maqianli 5d5f475d75
[diffusers] fix ci and docker (#3085) 2023-03-10 10:35:15 +08:00
Camille Zhong e58a3c804c
Fix the version of lightning and colossalai in Stable Diffusion environment requirement (#3073)
1. Modify the README of stable diffusion
2. Fix the version of pytorch lightning&lightning and colossalai version to enable codes running successfully.
2023-03-10 09:55:58 +08:00
binmakeswell 360674283d
[example] fix redundant note (#3065) 2023-03-09 10:59:28 +08:00
Tomek af3888481d
[example] fixed opt model downloading from huggingface 2023-03-09 10:47:41 +08:00