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20 Commits (451e9142b8b8b77ed3138fb03ad54494c3c57126)

Author SHA1 Message Date
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
Baizhou Zhang c040d70aa0
[hotfix] fix the bug of repeatedly storing param group (#4951) 2023-10-31 14:48:01 +08:00
Baizhou Zhang 21ba89cab6
[gemini] support gradient accumulation (#4869) 
* add test

* fix no_sync bug in low level zero plugin

* fix test

* add argument for grad accum

* add grad accum in backward hook for gemini

* finish implementation, rewrite tests

* fix test

* skip stuck model in low level zero test

* update doc

* optimize communication & fix gradient checkpoint

* modify doc

* cleaning codes

* update cpu adam fp16 case
 2023-10-17 14:07:21 +08:00
Zhongkai Zhao a0684e7bd6
[feature] support no master weights option for low level zero plugin (#4816) 
* [feature] support no master weights for low level zero plugin

* [feature] support no master weights for low level zero plugin, remove data copy when no master weights

* remove data copy and typecasting when no master weights

* not load weights to cpu when using no master weights

* fix grad: use fp16 grad when no master weights

* only do not update working param when no master weights

* fix: only do not update working param when no master weights

* fix: passing params in dict format in hybrid plugin

* fix: remove extra params (tp_process_group) in hybrid_parallel_plugin
 2023-10-13 07:57:45 +00:00
shaoyuw c97a3523db fix: typo in comment of low_level_zero plugin 2023-10-05 16:30:34 +00:00
Baizhou Zhang a2db75546d
[doc] polish shardformer doc (#4779) 
* fix example format in docstring

* polish shardformer doc
 2023-09-26 10:57:47 +08:00
Baizhou Zhang c0a033700c
[shardformer] fix master param sync for hybrid plugin/rewrite unwrapping logic (#4758) 
* fix master param sync for hybrid plugin

* rewrite unwrap for ddp/fsdp

* rewrite unwrap for zero/gemini

* rewrite unwrap for hybrid plugin

* fix geemini unwrap

* fix bugs
 2023-09-20 18:29:37 +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
Hongxin Liu 807e01a4ba
[zero] hotfix master param sync (#4618) 
* [zero] add method to update master params

* [zero] update zero plugin

* [plugin] update low level zero plugin
 2023-09-05 15:04:02 +08:00
Hongxin Liu 63ecafb1fb
[checkpointio] optimize zero optim checkpoint io (#4591) 
* [zero] update checkpoint io to save memory

* [checkpointio] add device map to save memory
 2023-09-04 11:26:45 +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 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
梁爽 abe4f971e0 [NFC] polish colossalai/booster/plugin/low_level_zero_plugin.py code style (#4256) 
Co-authored-by: supercooledith <893754954@qq.com>
 2023-07-26 14:12:57 +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
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 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 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
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