dc2cdaf3e8
[shardformer] optimize seq parallelism ( #6086 )
...
* [shardformer] optimize seq parallelism
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2024-10-11 13:44:40 +08:00
bdb125f83f
[doc] FP8 training and communication document ( #6050 )
...
* Add FP8 training and communication document
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2024-09-14 11:01:05 +08:00
eea37da6fa
[fp8] Merge feature/fp8_comm to main branch of Colossalai ( #6016 )
...
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* [Feat] Diffusion Model(PixArtAlpha/StableDiffusion3) Support (#5838 )
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* fix style
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2024-08-22 09:21:34 +08:00
8241c0c054
[fp8] support gemini plugin ( #5978 )
...
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2024-08-09 14:09:48 +08:00
b480eec738
[Feature]: support FP8 communication in DDP, FSDP, Gemini ( #5928 )
...
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2024-08-08 15:55:01 +08:00
8e718a1421
[gemini] fixes for benchmarking ( #5847 )
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2024-06-26 15:52:09 +08:00
3f7e3131d9
[gemini] optimize reduce scatter d2h copy ( #5760 )
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2024-06-05 14:23:13 +08:00
ff507b755e
Merge branch 'main' of github.com:hpcaitech/ColossalAI into prefetch
2024-05-24 04:05:07 +00:00
2fc85abf43
[gemini] async grad chunk reduce (all-reduce&reduce-scatter) ( #5713 )
...
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5bedea6e10
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2024-05-16 05:20:01 +00:00
b2e9745888
[chore] sync
2024-05-16 04:45:06 +00:00
14b0d4c7e5
[lora] add lora APIs for booster, support lora for TorchDDP ( #4981 )
...
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2024-04-28 10:51:27 +08:00
4de4e31818
[exampe] update llama example ( #5626 )
...
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2024-04-23 14:12:20 +08:00
a0ad587c24
[shardformer] refactor embedding resize ( #5603 )
...
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Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
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5e1c93d732
[hotfix] fix typo change MoECheckpintIO to MoECheckpointIO ( #5335 )
...
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2024-03-05 21:52:30 +08:00
6c0fa7b9a8
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...
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2024-02-05 15:14:56 +08:00
148469348a
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2024-01-18 12:05:21 +08:00
9102d655ab
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2024-01-09 14:57:07 +08:00
d202cc28c0
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365671be10
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2024-01-03 14:26:13 +08:00
21aa5de00b
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2023-12-08 11:10:51 +08:00
8921a73c90
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2023-11-20 19:46:43 +08:00
e5ce4c8ea6
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...
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2023-11-20 16:12:41 +08:00
3e02154710
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576a2f7b10
[gemini] gemini support tensor parallelism. ( #4942 )
...
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https://github.com/huggingface/transformers/pull/25598
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c040d70aa0
[hotfix] fix the bug of repeatedly storing param group ( #4951 )
2023-10-31 14:48:01 +08:00
21ba89cab6
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* cleaning codes
* update cpu adam fp16 case
2023-10-17 14:07:21 +08:00
df63564184
[gemini] support amp o3 for gemini ( #4872 )
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* [gemini] support no reuse fp16 chunk
* [gemini] support no master weight for optim
* [gemini] support no master weight for gemini ddp
* [test] update gemini tests
* [test] update gemini tests
* [plugin] update gemini plugin
* [test] fix gemini checkpointio test
* [test] fix gemini checkpoint io
2023-10-12 10:39:08 +08:00
a2db75546d
[doc] polish shardformer doc ( #4779 )
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* fix example format in docstring
* polish shardformer doc
2023-09-26 10:57:47 +08:00
c0a033700c
[shardformer] fix master param sync for hybrid plugin/rewrite unwrapping logic ( #4758 )
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* 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
079bf3cb26
[misc] update pre-commit and run all files ( #4752 )
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* [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
a39a5c66fe
Merge branch 'main' into feature/shardformer
2023-09-04 23:43:13 +08:00
e79b1e80e2
[checkpointio] support huggingface from_pretrained for all plugins ( #4606 )
2023-09-04 23:25:01 +08:00
27061426f7
[gemini] improve compatibility and add static placement policy ( #4479 )
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* [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
79cf1b5f33
[zero]support no_sync method for zero1 plugin ( #4138 )
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* support no sync for zero1 plugin
* polish
* polish
2023-07-31 22:13:29 +08:00
c6f6005990
[checkpointio] Sharded Optimizer Checkpoint for Gemini Plugin ( #4302 )
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* 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
58913441a1
Next commit [checkpointio] Unsharded Optimizer Checkpoint for Gemini Plugin ( #4141 )
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* [checkpointio] unsharded optimizer checkpoint for Gemini plugin
* [checkpointio] unsharded optimizer checkpoint for Gemini using all_gather
2023-07-07 16:33:06 +08:00
0bb0b481b4
[gemini] fix argument naming during chunk configuration searching
2023-06-25 13:34:15 +08:00
725af3eeeb
[booster] make optimizer argument optional for boost ( #3993 )
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* 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
c9cff7e7fa
[checkpointio] General Checkpointing of Sharded Optimizers ( #3984 )
2023-06-15 15:21:26 +08:00
bd1ab98158
[gemini] fixed the gemini checkpoint io ( #3934 )
2023-06-09 09:48:49 +08:00
ae02d4e4f7
[bf16] add bf16 support ( #3882 )
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* [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
7f8203af69
fix typo colossalai/auto_parallel autochunk fx/passes etc. ( #3808 )
2023-05-24 09:01:50 +08:00
3c07a2846e
[plugin] a workaround for zero plugins' optimizer checkpoint ( #3780 )
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* [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
6552cbf8e1
[booster] fix no_sync method ( #3709 )
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* [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
3bf09efe74
[booster] update prepare dataloader method for plugin ( #3706 )
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* [booster] add prepare dataloader method for plug
* [booster] update examples and docstr
2023-05-08 15:44:03 +08:00
d0915f54f4
[booster] refactor all dp fashion plugins ( #3684 )
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* [booster] add dp plugin base
* [booster] inherit dp plugin base
* [booster] refactor unit tests
2023-05-05 19:36:10 +08:00
307894f74d
[booster] gemini plugin support shard checkpoint ( #3610 )
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* 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
173dad0562
[misc] add verbose arg for zero and op builder ( #3552 )
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* [misc] add print verbose
* [gemini] add print verbose
* [zero] add print verbose for low level
* [misc] add print verbose for op builder
2023-04-17 11:25:35 +08:00
152239bbfa
[gemini] gemini supports lazy init ( #3379 )
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* [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
Hongxin Liu