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12 Commits (38ccb8b1a321fa70926236a22cfd7911a993b53e)

Author SHA1 Message Date
Baizhou Zhang 38ccb8b1a3
[shardformer] support from_pretrained when loading model with HybridParallelPlugin (#4575) 
* hybrid plugin support huggingface from_pretrained

* add huggingface compatibility tests

* add folder cleaning

* fix bugs
 2023-09-01 17:40:01 +08:00
Baizhou Zhang c9625dbb63
[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
 2023-08-31 14:50:47 +08:00
Baizhou Zhang 44eab2b27f
[shardformer] support sharded checkpoint IO for models of HybridParallelPlugin (#4506) 
* add APIs

* implement save_sharded_model

* add test for hybrid checkpointio

* implement naive loading for sharded model

* implement efficient sharded model loading

* open a new file for hybrid checkpoint_io

* small fix

* fix circular importing

* fix docstring

* arrange arguments and apis

* small fix
 2023-08-25 22:04:57 +08:00
Baizhou Zhang 1c7df566e2
[shardformer] support tp+zero for shardformer (#4472) 
* support tp+zero/input type cast for hybridplugin

* add tp+zero tests

* fix bucket arguments
 2023-08-21 12:04:52 +08:00
Bin Jia 7c8be77081
[shardformer/sequence parallel] support gpt2 seq parallel with pp/dp/tp (#4460) 
* support gpt2 seq parallel with pp/dp/tp

* fix a bug when waiting for stream done

* delete unused gpt2_seq file
 2023-08-18 11:21:53 +08:00
Baizhou Zhang 6ef33f75aa
[shardformer] support DDP in HybridPlugin/add tp+dp tests (#4446) 
* support DDP for HybridPlugin/add tp+dp tests

* add docstring for HybridParallelPlugin
 2023-08-16 16:11:57 +08:00
Bin Jia 424629fea0
[shardformer/sequence parallel] Cherry pick commit to new branch (#4450) 
* [shardformer/sequence parallel] Support sequence parallel for gpt2 (#4384)

* [sequence parallel] add sequence parallel linear col/row support (#4336)

* add sequence parallel linear col/row support

* add annotation

* add annotation

* add support for gpt2 fused qkv linear layer

* support sequence parallel in GPT2

* add docstring and note

* add requirments

* remove unused flash-attb

* modify flash attn test

* modify flash attn setting

* modify flash attn code

* add assert before divide, rename forward function

* [shardformer/test] fix gpt2 test with seq-parallel

* [shardformer/sequence parallel] Overlap input gather and grad computation during col backward (#4401)

* overlap gather input / grad computing during col backward

* modify test for overlap

* simplify code

* fix code and modify cuda stream synchronize

* [shardformer/sequence parallel] polish code
 2023-08-16 15:41:20 +08:00
flybird1111 d2cd48e0be [shardformer] test all optimizations (#4399) 
[shardformer] test all optimizations

[shardformer] test all optimizations

[shardformer] test all optimizations
 2023-08-15 23:25:14 +08:00
Baizhou Zhang ed4c448488 [pipeline] rewrite t5 tests & support multi-tensor transmitting in pipeline (#4388) 
* fix remaining t5 bugs/rewrite t5 tests

* fix multi-tensor communication in pipeline

* rearrange test_config

* fix keyerror in sync_shared_params

* fix get_held_layers & Randomnizer, complete t5 tests

* erase printing

* fix get_held_layers through modifying _release_unheld_layers

* fix _get_recursive_held_layers bug
 2023-08-15 23:25:14 +08:00
Baizhou Zhang b1feeced8e [shardformer] add util functions for shardformer tests/fix sync_shared_param (#4366) 
* add util functions for shardformer tests & rewrite gpt2 test

* fix shared_params & embedding/merging

* fix precision
 2023-08-15 23:25:14 +08:00
Baizhou Zhang 0ceec8f9a9 [pipeline] support fp32 for HybridPlugin/merge shardformer test and pipeline test into one file (#4354) 
* add naive optimizer for 3DPlugin/refactor gpt2 shardformer test

* merge tests of PP/DP/TP combinations into one test file

* fix bug when sync grad for dp in HybridPlugin

* update supported precisions for 3DPlugin/fix bug when shifting tp_degree

* improve the passing of lazy_init

* modify lazy_init/use sync_shared_params
 2023-08-15 23:25:14 +08:00
Hongxin Liu 261eab02fb [plugin] add 3d parallel plugin (#4295) 
* [amp] add mixed precision optimizer

* [plugin] add 3d parallel plugin

* [booster] support pipeline

* [plugin] 3d parallel plugin support clip grad norm

* [shardformer] fix sharder and add plugin test

* [plugin] rename 3d parallel plugin

* [ci] support testmon core pkg change detection (#4305)

* [hotfix] debug testmon

* [hotfix] fix llama

* [hotfix] fix p2p bugs

* [hotfix] fix requirements
 2023-08-15 23:25:14 +08:00