ddcf58cacf
Revert "[sync] sync feature/shardformer with develop"
2023-06-09 09:41:27 +08:00
24651fdd4f
Merge pull request #3931 from FrankLeeeee/sync/develop-to-shardformer
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[sync] sync feature/shardformer with develop
2023-06-09 09:34:00 +08:00
ef1537759c
[shardformer] add gpt2 policy and modify shard and slicer to support ( #3883 )
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* add gpt2 policy and modify shard and slicer to support
* remove unused code
* polish code
2023-06-08 15:01:34 +08:00
6370a935f6
update README ( #3909 )
2023-06-08 15:01:34 +08:00
21a3915c98
[shardformer] add Dropout layer support different dropout pattern ( #3856 )
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* add dropout layer, add dropout test
* modify seed manager as context manager
* add a copy of col_nn.layer
* add dist_crossentropy loss; separate module test
* polish the code
* fix dist crossentropy loss
2023-06-08 15:01:34 +08:00
997544c1f9
[shardformer] update readme with modules implement doc ( #3834 )
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* update readme with modules content
* remove img
2023-06-08 15:01:34 +08:00
537a52b7a2
[shardformer] refactored the user api ( #3828 )
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* [shardformer] refactored the user api
* polish code
2023-06-08 15:01:34 +08:00
bc19024bf9
[shardformer] updated readme ( #3827 )
2023-06-08 15:01:34 +08:00
58f6432416
[shardformer]: Feature/shardformer, add some docstring and readme ( #3816 )
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* init shardformer code structure
* add implement of sharder (inject and replace)
* add implement of replace layer to colossal layer
* separate different layer policy, add some notion
* implement 1d and 2d slicer, can tell col or row
* fix bug when slicing and inject model
* fix some bug; add inference test example
* add share weight and train example
* add train
* add docstring and readme
* add docstring for other files
* pre-commit
2023-06-08 15:01:34 +08:00
6a69b44dfc
[shardformer] init shardformer code structure ( #3731 )
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* init shardformer code structure
* add implement of sharder (inject and replace)
* add implement of replace layer to colossal layer
* separate different layer policy, add some notion
* implement 1d and 2d slicer, can tell col or row
* fix bug when slicing and inject model
* fix some bug; add inference test example
2023-06-08 15:01:34 +08:00
eb39154d40
[dtensor] updated api and doc ( #3845 )
2023-06-08 10:18:17 +08:00
de0d7df33f
[nfc] fix typo colossalai/zero ( #3923 )
2023-06-08 00:01:29 +08:00
a9d1cadc49
fix typo with colossalai/trainer utils zero ( #3908 )
2023-06-07 16:08:37 +08:00
d51e83d642
Merge pull request #3916 from FrankLeeeee/sync/dtensor-with-develop
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[sync] sync feature/dtensor with develop
2023-06-07 11:50:43 +08:00
9c88b6cbd1
[lazy] fix compatibility problem on torch 1.13 ( #3911 )
2023-06-07 11:10:12 +08:00
0e484e6201
[nfc]fix typo colossalai/pipeline tensor nn ( #3899 )
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* 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/
* fix typo colossalai/ applications/
* fix typo colossalai/cli fx kernel
* fix typo colossalai/nn
* revert change warmuped
* fix typo colossalai/pipeline tensor nn
2023-06-06 14:07:36 +08:00
c1535ccbba
[doc] fix docs about booster api usage ( #3898 )
2023-06-06 13:36:11 +08:00
1878749753
[nfc] fix typo colossalai/nn ( #3887 )
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* 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/
* fix typo colossalai/ applications/
* fix typo colossalai/cli fx kernel
* fix typo colossalai/nn
* revert change warmuped
2023-06-05 16:04:27 +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
8065cc5fba
Modify torch version requirement to adapt torch 2.0 ( #3896 )
2023-06-05 15:57:35 +08:00
dbb32692d2
[lazy] refactor lazy init ( #3891 )
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* [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
70c8cdecf4
[nfc] fix typo colossalai/cli fx kernel ( #3847 )
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* 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/
* fix typo colossalai/ applications/
* fix typo colossalai/cli fx kernel
2023-06-02 15:02:45 +08:00
e2d81eba0d
[nfc] fix typo colossalai/ applications/ ( #3831 )
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* 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/
* fix typo colossalai/ applications/
2023-05-25 16:19:41 +08:00
3229f93e30
[booster] add warning for torch fsdp plugin doc ( #3833 )
2023-05-25 14:00:02 +08:00
7c9f2ed6dd
[dtensor] polish sharding spec docstring ( #3838 )
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* [dtensor] polish sharding spec docstring
* [dtensor] polish sharding spec example docstring
2023-05-25 13:09:42 +08:00
7f8203af69
fix typo colossalai/auto_parallel autochunk fx/passes etc. ( #3808 )
2023-05-24 09:01:50 +08:00
6b305a99d6
[booster] torch fsdp fix ckpt ( #3788 )
2023-05-23 16:58:45 +08:00
9265f2d4d7
[NFC]fix typo colossalai/auto_parallel nn utils etc. ( #3779 )
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* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
2023-05-23 15:28:20 +08:00
e871e342b3
[API] add docstrings and initialization to apex amp, naive amp ( #3783 )
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* [mixed_precison] add naive amp demo
* [mixed_precison] add naive amp demo
* [api] add docstrings and initialization to apex amp, naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] add docstring to apex amp/ naive amp
* [api] fix
* [api] fix
2023-05-23 15:17:24 +08:00
f5c425c898
fixed the example docstring for booster ( #3795 )
2023-05-22 18:10:06 +08:00
72688adb2f
[doc] add booster docstring and fix autodoc ( #3789 )
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* [doc] add docstr for booster methods
* [doc] fix autodoc
2023-05-22 10:56:47 +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
60e6a154bc
[doc] add tutorial for booster checkpoint ( #3785 )
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* [doc] add checkpoint related docstr for booster
* [doc] add en checkpoint doc
* [doc] add zh checkpoint doc
* [doc] add booster checkpoint doc in sidebar
* [doc] add cuation about ckpt for plugins
* [doc] add doctest placeholder
* [doc] add doctest placeholder
* [doc] add doctest placeholder
2023-05-19 18:05:08 +08:00
32f81f14d4
[NFC] fix typo colossalai/amp auto_parallel autochunk ( #3756 )
2023-05-19 13:50:00 +08:00
5452df63c5
[plugin] torch ddp plugin supports sharded model checkpoint ( #3775 )
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* [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
2703a37ac9
[amp] Add naive amp demo ( #3774 )
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* [mixed_precison] add naive amp demo
* [mixed_precison] add naive amp demo
2023-05-18 16:33:14 +08:00
1baeb39c72
[NFC] fix typo with colossalai/auto_parallel/tensor_shard ( #3742 )
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* fix typo applications/ and colossalai/ date 5.11
* fix typo colossalai/
2023-05-17 11:13:23 +08:00
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
ad6460cf2c
[NFC] fix typo applications/ and colossalai/ ( #3735 )
2023-05-15 11:46:25 +08:00
b7141c36dd
[CI] fix some spelling errors ( #3707 )
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* 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
20068ba188
[booster] add tests for ddp and low level zero's checkpointio ( #3715 )
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* [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
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
f83ea813f5
[example] add train resnet/vit with booster example ( #3694 )
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* [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
2629f9717d
[tensor] Refactor handle_trans_spec in DistSpecManager
2023-05-06 17:55:37 +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
a22407cc02
[zero] Suggests a minor change to confusing variable names in the ZeRO optimizer. ( #3173 )
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* Fix confusing variable name in zero opt
* Apply lint
* Fix util func
* Fix minor util func
* Fix zero param optimizer name
2023-04-27 18:43:14 +08:00
50793b35f4
[gemini] accelerate inference ( #3641 )
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* [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
4b3240cb59
[booster] add low level zero plugin ( #3594 )
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* [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
b9a8dff7e5
[doc] Fix typo under colossalai and doc( #3618 )
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* 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
12eff9eb4c
[gemini] state dict supports fp16 ( #3590 )
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* [gemini] save state dict support fp16
* [gemini] save state dict shard support fp16
* [gemini] fix state dict
* [gemini] fix state dict
2023-04-19 11:01:48 +08:00
dac127d0ee
[fx] fix meta tensor registration ( #3589 )
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* [meta] fix torch 1.13.1
* [meta] fix torch 2.0.0
* [meta] fix torch 1.13.0
* [meta] polish code
2023-04-18 16:20:36 +08:00
f313babd11
[gemini] support save state dict in shards ( #3581 )
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* [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
d329c294ec
Add docstr for zero3 chunk search utils ( #3572 )
2023-04-17 12:44:17 +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
4341f5e8e6
[lazyinit] fix clone and deepcopy ( #3553 )
2023-04-17 11:25:13 +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
366a035552
[checkpoint] Shard saved checkpoint need to be compatible with the naming format of hf checkpoint files ( #3479 )
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* [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format
* [checkpoint] support huggingface style sharded checkpoint, to be compatible with hf file naming format
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
* [checkpoint] Shard saved checkpoint add 'variant' field to customize filename
---------
Co-authored-by: luchen <luchen@luchendeMacBook-Pro.local>
Co-authored-by: luchen <luchen@luchendeMBP.lan>
2023-04-12 16:02:17 +08:00
bcf0cbcbe7
[doc] Add docs for clip args in zero optim ( #3504 )
2023-04-10 11:11:28 +08:00
52a933e175
[checkpoint] support huggingface style sharded checkpoint ( #3461 )
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* [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
80eba05b0a
[test] refactor tests with spawn ( #3452 )
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* [test] added spawn decorator
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-04-06 14:51:35 +08:00
7d8d825681
[booster] fixed the torch ddp plugin with the new checkpoint api ( #3442 )
2023-04-06 09:43:51 +08:00
8f740deb53
Fix typo ( #3448 )
2023-04-06 09:43:31 +08:00
46c009dba4
[format] Run lint on colossalai.engine ( #3367 )
2023-04-05 23:24:43 +08:00
ffcdbf0f65
[autoparallel]integrate auto parallel feature with new tracer ( #3408 )
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* [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
573af84184
[example] update examples related to zero/gemini ( #3431 )
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* [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
1beb85cc25
[checkpoint] refactored the API and added safetensors support ( #3427 )
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* [checkpoint] refactored the API and added safetensors support
* polish code
2023-04-04 15:23:01 +08:00
26b7aac0be
[zero] reorganize zero/gemini folder structure ( #3424 )
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* [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
638a07a7f9
[test] fixed gemini plugin test ( #3411 )
...
* [test] fixed gemini plugin test
* polish code
* polish code
2023-04-03 17:12:22 +08:00
5f2e34e6c9
[booster] implement Gemini plugin ( #3352 )
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* [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
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
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
8706a8c66c
[NFC] polish colossalai/engine/gradient_handler/__init__.py code style ( #3329 )
2023-03-30 14:19:39 +08:00
198a74b9fd
[NFC] polish colossalai/context/random/__init__.py code style ( #3327 )
2023-03-30 14:19:26 +08:00
fbd2a9e05b
[hotfix] meta_tensor_compatibility_with_torch2
2023-03-30 13:43:01 +08:00
ad285e1656
[NFC] polish colossalai/fx/tracer/_tracer_utils.py ( #3323 )
...
* [NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style
* [NFC] polish colossalai/fx/tracer/_tracer_utils.py code style
---------
Co-authored-by: Qianran Ma <qianranm@luchentech.com>
2023-03-29 17:53:32 +08:00
64350029fe
[NFC] polish colossalai/gemini/paramhooks/_param_hookmgr.py code style
2023-03-29 15:47:42 +08:00
1ce9d0c531
[NFC] polish initializer_data.py code style ( #3287 )
2023-03-29 15:22:21 +08:00
1bed38ef37
[NFC] polish colossalai/cli/benchmark/models.py code style ( #3290 )
2023-03-29 15:22:21 +08:00
964a28678f
[NFC] polish initializer_3d.py code style ( #3279 )
2023-03-29 15:22:21 +08:00
94eec1c5ad
[NFC] polish colossalai/engine/gradient_accumulation/_gradient_accumulation.py code style ( #3277 )
...
Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
2023-03-29 15:22:21 +08:00
8af977f223
[NFC] polish colossalai/context/parallel_context.py code style ( #3276 )
2023-03-29 15:22:21 +08:00
1168b50e33
[NFC] polish colossalai/engine/schedule/_pipeline_schedule_v2.py code style ( #3275 )
2023-03-29 15:22:21 +08:00
196d4696d0
[NFC] polish colossalai/nn/_ops/addmm.py code style ( #3274 )
2023-03-29 15:22:21 +08:00
4b95464994
[NFC] polish colossalai/amp/__init__.py code style ( #3272 )
2023-03-29 15:22:21 +08:00
6b3bb2c249
[NFC] polish code style ( #3273 )
2023-03-29 15:22:21 +08:00
4cadb25b96
[NFC] policy colossalai/fx/proxy.py code style ( #3269 )
2023-03-29 15:22:21 +08:00
d58fa705b2
[NFC] polish code style ( #3268 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-03-29 15:22:21 +08:00
c4a226b729
[NFC] polish tensor_placement_policy.py code style ( #3265 )
2023-03-29 15:22:21 +08:00
00778abc48
[NFC] polish colossalai/fx/passes/split_module.py code style ( #3263 )
...
Co-authored-by: csric <richcsr256@gmail.com>
2023-03-29 15:22:21 +08:00
488f37048c
[NFC] polish colossalai/global_variables.py code style ( #3259 )
...
Co-authored-by: luchen <luchen@luchendeMBP.lan>
2023-03-29 15:22:21 +08:00
1ff7d5bfa5
[NFC] polish colossalai/engine/gradient_handler/_moe_gradient_handler.py ( #3260 )
2023-03-29 15:22:21 +08:00
204ca2f09a
[NFC] polish colossalai/fx/profiler/experimental/profiler_module/embedding.py code style ( #3256 )
...
Co-authored-by: Minghao Huang <huangminghao@luchentech.com>
2023-03-29 15:22:21 +08:00
02b058032d
[fx] meta registration compatibility ( #3253 )
...
* [fx] meta registration compatibility
* fix error
2023-03-27 15:22:17 +08:00
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
1a229045af
Add interface for colo tesnor dp size ( #3227 )
2023-03-27 09:42:21 +08:00
4d5d8f98a4
[API] implement device mesh manager ( #3221 )
...
* [API] implement device mesh manager
* polish
2023-03-24 13:39:12 +08:00
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
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
e3ad88fb48
[booster] implemented the cluster module ( #3191 )
...
* [booster] implemented the cluster module
* polish code
2023-03-22 14:11:54 +08:00
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
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
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
258b43317c
[hotfix] layout converting issue ( #3188 )
2023-03-21 13:24:18 +08:00
80aed29cd3
[zero] Refactor ZeroContextConfig class using dataclass ( #3186 )
2023-03-21 12:36:47 +08:00
9d644ff09f
Fix docstr for zero statedict ( #3185 )
2023-03-21 11:48:21 +08:00
7bc0afc901
updated flash attention usage
2023-03-20 17:57:04 +08:00
a9b8402d93
[booster] added the accelerator implementation ( #3159 )
2023-03-20 13:59:24 +08:00
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
ed19290560
[booster] implemented mixed precision class ( #3151 )
...
* [booster] implemented mixed precision class
* polish code
2023-03-17 11:00:15 +08:00
2eca4cd376
[DTensor] refactor dtensor with new components ( #3089 )
...
* [DTensor] refactor dtensor with new components
* polish
2023-03-14 16:25:47 +08:00
ed8f60b93b
[lazyinit] refactor lazy tensor and lazy init ctx ( #3131 )
...
* [lazyinit] refactor lazy tensor and lazy init ctx
* [lazyinit] polish docstr
* [lazyinit] polish docstr
2023-03-14 15:37:12 +08:00
95a36eae63
[kernel] added kernel loader to softmax autograd function ( #3093 )
...
* [kernel] added kernel loader to softmax autograd function
* [release] v0.2.6
2023-03-10 14:27:09 +08:00
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
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
8e4e8601b7
[DTensor] implement layout converter ( #3055 )
...
* [DTensor] refactor LayoutConverter for DTensor
* polish code
* polish docstring
2023-03-10 09:53:52 +08:00
f19b49e164
[booster] init module structure and definition ( #3056 )
2023-03-09 11:27:46 +08:00
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
29386a54e6
[DTensor] refactor CommSpec ( #3034 )
2023-03-08 10:45:31 +08:00
cd2b0eaa8d
[DTensor] refactor sharding spec ( #2987 )
...
* [autoparallel] refactor sharding spec
* rename function name
2023-03-07 11:08:11 +08:00
400f63012e
[pipeline] Add Simplified Alpa DP Partition ( #2507 )
...
* add alpa dp split
* add alpa dp split
* use fwd+bwd instead of fwd only
---------
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2023-03-07 10:34:31 +08:00
b42d3d28ed
[fx] remove depreciated algorithms. ( #2312 ) ( #2313 )
2023-03-07 10:30:35 +08:00
82503a96f2
[format] applied code formatting on changed files in pull request 2997 ( #3008 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-03-06 10:42:22 +08:00
52a5078988
[doc] add ISC tutorial ( #2997 )
...
* [doc] add ISC tutorial
* [doc] add ISC tutorial
* [doc] add ISC tutorial
* [doc] add ISC tutorial
2023-03-06 10:36:38 +08:00
823f3b9cf4
[doc] add deepspeed citation and copyright ( #2996 )
...
* [doc] add deepspeed citation and copyright
* [doc] add deepspeed citation and copyright
* [doc] add deepspeed citation and copyright
2023-03-04 20:08:11 +08:00
e414e4092b
[DTensor] implementation of dtensor ( #2946 )
...
* [DTensor] implementation of dtensor
* test layout convert
* polish
2023-03-01 16:34:58 +08:00
47fb214b3b
[hotfix] add shard dim to aviod backward communication error ( #2954 )
2023-03-01 11:41:53 +08:00
090f14fd6b
[misc] add reference ( #2930 )
...
* [misc] add reference
* [misc] add license
2023-02-28 18:07:24 +08:00
197d0bf4ed
[autoparallel] apply repeat block to reduce solving time ( #2912 )
2023-02-28 11:03:30 +08:00
a848091141
Fix port exception type ( #2925 )
2023-02-28 11:00:43 +08:00
61e687831d
fixed using zero with tp cannot access weight correctly
2023-02-28 10:52:30 +08:00
7b13f7db18
[zero] trivial zero optimizer refactoring ( #2869 )
...
* Fix mionr grad store interface
* Apply lint
2023-02-27 14:04:53 +08:00
8c8a39be95
[hotfix]: Remove math.prod dependency ( #2837 )
...
* Remove math.prod dependency
* Fix style
* Fix style
---------
Co-authored-by: Jiatong Han <jiatong.han@u.nus.edu>
2023-02-23 23:56:15 +08:00
819e25d8b1
[hotfix] fix autoparallel compatibility test issues ( #2754 )
2023-02-23 17:28:36 +08:00
0f392d7403
[autoparallel] find repeat blocks ( #2854 )
...
* [autoparallel] find repeat blocks
* polish
* polish
* polish
2023-02-23 17:28:19 +08:00
c52edcf0eb
Rename class method of ZeroDDP ( #2692 )
2023-02-22 15:05:53 +08:00
6e4ac08172
[hotfix] fix chunk size can not be divided ( #2867 )
...
* [hotfix] fix chunk size can not be divided
* [hotfix] use numpy for python3.8
2023-02-22 15:04:46 +08:00
eae77c831d
[autoparallel] Patch meta information for nodes that will not be handled by SPMD solver ( #2823 )
...
* [autoparallel] non spmd meta information generator
* [autoparallel] patch meta information for non spmd nodes
2023-02-22 10:28:56 +08:00
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
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
935346430f
[cli] handled version check exceptions ( #2848 )
...
* [cli] handled version check exceptions
* polish code
2023-02-21 17:04:49 +08:00
918bc94b6b
[triton] added copyright information for flash attention ( #2835 )
...
* [triton] added copyright information for flash attention
* polish code
2023-02-21 11:25:57 +08:00
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
c008d4ad0c
[NFC] polish colossalai/engine/schedule/_pipeline_schedule.py code style ( #2744 )
2023-02-20 10:38:40 +08:00
2059fdd6b0
[hotfix] add copyright for solver and device mesh ( #2803 )
...
* [hotfix] add copyright for solver and device mesh
* add readme
* add alpa license
* polish
2023-02-18 21:14:38 +08:00
8593ae1a3f
[autoparallel] rotor solver refactor ( #2813 )
...
* [autoparallel] rotor solver refactor
* [autoparallel] rotor solver refactor
2023-02-18 11:30:15 +08:00
56ddc9ca7a
[hotfix] add correct device for fake_param ( #2796 )
2023-02-17 15:29:07 +08:00
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
8e3f66a0d1
[zero] fix wrong import ( #2777 )
2023-02-17 10:26:07 +08:00
01066152f1
Don't use `torch._six` ( #2775 )
...
* Don't use `torch._six`
This is a private API which is gone after https://github.com/pytorch/pytorch/pull/94709
* Update common.py
2023-02-17 09:22:45 +08:00
93b788b95a
Merge branch 'main' into fix/format
2023-02-15 20:23:51 +08:00
2fd528b9f4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/graph_analysis.py code style ( #2737 )
2023-02-15 22:57:45 +08:00
1dc003c169
[autoparallel] distinguish different parallel strategies ( #2699 )
2023-02-15 22:28:28 +08:00
ae86a29e23
Refact method of grad store ( #2687 )
2023-02-15 22:27:58 +08:00
c9e3ee389e
[NFC] polish colossalai/context/process_group_initializer/initializer_2d.py code style ( #2726 )
2023-02-15 22:27:13 +08:00
1819373e5c
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/batch_norm_handler.py code style ( #2728 )
2023-02-15 22:26:13 +08:00
8331420520
[NFC] polish colossalai/cli/cli.py code style ( #2734 )
2023-02-15 22:25:28 +08:00
d344313533
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style ( #2725 )
2023-02-15 16:31:40 +08:00
e81caeb4bc
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/cost_graph.py code style ( #2720 )
...
Co-authored-by: Fuzhao Xue <fuzhao@login2.ls6.tacc.utexas.edu>
2023-02-15 16:12:45 +08:00
51c45c2460
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/where_handler.py code style ( #2723 )
2023-02-15 16:12:24 +08:00
21d6a48f4d
[autoparallel] add shard option ( #2696 )
...
* [autoparallel] add shard option
* polish
2023-02-15 13:48:28 +08:00
5b24987fa7
[autoparallel] fix parameters sharding bug ( #2716 )
2023-02-15 12:25:50 +08:00
4603538ddd
[NFC] posh colossalai/context/process_group_initializer/initializer_sequence.py code style ( #2712 )
...
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2023-02-15 10:53:38 +08:00
cb2c6a2415
[autoparallel] refactor runtime pass ( #2644 )
...
* [autoparallel] refactor runtime pass
* add unit test
* polish
2023-02-15 10:36:19 +08:00
b3d10db5f1
[NFC] polish colossalai/cli/launcher/__init__.py code style ( #2709 )
2023-02-15 09:57:22 +08:00
0b2a738393
[autoparallel] remove deprecated codes ( #2664 )
2023-02-15 09:54:32 +08:00
7fa6be49d2
[autoparallel] test compatibility for gemini and auto parallel ( #2700 )
2023-02-15 09:43:29 +08:00
4ac8bfb072
[NFC] polish colossalai/engine/gradient_handler/utils.py code style ( #2708 )
2023-02-15 09:40:08 +08:00
6427c406cf
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/strategy_generator.py code style ( #2695 )
...
Co-authored-by: shenggan <csg19971016@gmail.com>
2023-02-14 21:30:25 +08:00
534f68c83c
[NFC] polish pipeline process group code style ( #2694 )
2023-02-14 18:12:01 +08:00
56ff1921e9
[NFC] polish colossalai/context/moe_context.py code style ( #2693 )
2023-02-14 18:02:45 +08:00
1712da2800
[NFC] polish colossalai/gemini/gemini_context.py code style ( #2690 )
2023-02-14 11:55:23 +08:00
df4f020ee3
[zero1&2] only append parameters with gradients ( #2681 )
2023-02-13 18:00:16 +08:00
f0aa191f51
[gemini] fix colo_init_context ( #2683 )
2023-02-13 17:53:15 +08:00
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
8213f89fd2
[gemini] add fake_release_chunk for keep-gathered chunk in the inference mode ( #2671 )
2023-02-13 14:35:32 +08:00
9ab14b20b5
[doc] add CVPR tutorial ( #2666 )
2023-02-10 20:43:34 +08:00
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
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
28398f1c70
add overlap option ( #2613 )
2023-02-08 15:02:31 +08:00
cb3d1bef62
[autoparallel] adapt autoparallel tests with latest api ( #2626 )
2023-02-08 15:02:12 +08:00
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
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
8518263b80
[test] fixed the triton version for testing ( #2608 )
2023-02-07 13:49:38 +08:00
552183bb74
[polish] polish ColoTensor and its submodules ( #2537 )
2023-02-03 11:44:10 +08:00
dd14783f75
[kernel] fixed repeated loading of kernels ( #2549 )
...
* [kernel] fixed repeated loading of kernels
* polish code
* polish code
2023-02-03 09:47:13 +08:00
5b1854309a
[hotfix] fix zero ddp warmup check ( #2545 )
2023-02-02 16:42:38 +08:00
fa3d66feb9
support unet metainfo prop ( #2544 )
2023-02-02 16:19:26 +08:00
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
63199c6687
[autochunk] support transformer ( #2526 )
2023-01-31 16:00:06 +08:00
a4ed9125ac
[hotfix] fix lightning error ( #2529 )
2023-01-31 10:40:39 +08:00
66dfcf5281
[gemini] update the gpt example ( #2527 )
2023-01-30 17:58:05 +08:00
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
c198c7c0b0
[hotfix] meta tensor default device. ( #2510 )
2023-01-29 16:28:10 +08:00
077a5cdde4
[zero] fix gradient clipping in hybrid parallelism ( #2521 )
...
* [zero] fix gradient clipping in hybrid parallelism
* [testing] change model name to avoid pytest warning
* [hotfix] fix unit testing
2023-01-29 15:09:57 +08:00
aa0f6686f9
[autoparallel] accelerate gpt2 training ( #2495 )
2023-01-29 11:13:15 +08:00
707b11d4a0
[gemini] update ddp strict mode ( #2518 )
...
* [zero] add strict ddp mode for chunk init
* [gemini] update gpt example
2023-01-28 14:35:25 +08:00
2d1a7dfe5f
[zero] add strict ddp mode ( #2508 )
...
* [zero] add strict ddp mode
* [polish] add comments for strict ddp mode
* [zero] fix test error
2023-01-20 14:04:38 +08:00
c04f183237
[autochunk] support parsing blocks ( #2506 )
2023-01-20 11:18:17 +08:00
Frank Lee