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
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 )
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* [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 )
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* [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 )
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* [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 )
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* [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
digger-yu