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
1 year ago
b5f9e37c70
[legacy] clean up legacy code ( #4743 )
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* [legacy] remove outdated codes of pipeline (#4692 )
* [legacy] remove cli of benchmark and update optim (#4690 )
* [legacy] remove cli of benchmark and update optim
* [doc] fix cli doc test
* [legacy] fix engine clip grad norm
* [legacy] remove outdated colo tensor (#4694 )
* [legacy] remove outdated colo tensor
* [test] fix test import
* [legacy] move outdated zero to legacy (#4696 )
* [legacy] clean up utils (#4700 )
* [legacy] clean up utils
* [example] update examples
* [legacy] clean up amp
* [legacy] fix amp module
* [legacy] clean up gpc (#4742 )
* [legacy] clean up context
* [legacy] clean core, constants and global vars
* [legacy] refactor initialize
* [example] fix examples ci
* [example] fix examples ci
* [legacy] fix tests
* [example] fix gpt example
* [example] fix examples ci
* [devops] fix ci installation
* [example] fix examples ci
1 year ago
554aa9592e
[legacy] move communication and nn to legacy and refactor logger ( #4671 )
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* [legacy] move communication to legacy (#4640 )
* [legacy] refactor logger and clean up legacy codes (#4654 )
* [legacy] make logger independent to gpc
* [legacy] make optim independent to registry
* [legacy] move test engine to legacy
* [legacy] move nn to legacy (#4656 )
* [legacy] move nn to legacy
* [checkpointio] fix save hf config
* [test] remove useledd rpc pp test
* [legacy] fix nn init
* [example] skip tutorial hybriad parallel example
* [devops] test doc check
* [devops] test doc check
1 year ago
ac178ca5c1
[legacy] move builder and registry to legacy ( #4603 )
1 year ago
089c365fa0
[doc] add Series A Funding and NeurIPS news ( #4377 )
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* [doc] add Series A Funding and NeurIPS news
* [kernal] fix mha kernal
* [CI] skip moe
* [CI] fix requirements
1 year ago
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
2 years ago
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
2 years ago
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
2 years ago
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.
2 years ago
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
2 years ago
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
2 years ago
82503a96f2
[format] applied code formatting on changed files in pull request 2997 ( #3008 )
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Co-authored-by: github-actions <github-actions@github.com>
2 years ago
52a5078988
[doc] add ISC tutorial ( #2997 )
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* [doc] add ISC tutorial
* [doc] add ISC tutorial
* [doc] add ISC tutorial
* [doc] add ISC tutorial
2 years ago
823f3b9cf4
[doc] add deepspeed citation and copyright ( #2996 )
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* [doc] add deepspeed citation and copyright
* [doc] add deepspeed citation and copyright
* [doc] add deepspeed citation and copyright
2 years ago
56ddc9ca7a
[hotfix] add correct device for fake_param ( #2796 )
2 years ago
9ab14b20b5
[doc] add CVPR tutorial ( #2666 )
2 years ago
b528eea0f0
[zero] add zero wrappers ( #2523 )
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* [zero] add zero wrappers
* change names
* add wrapper functions to init
2 years ago
2bfeb24308
[zero] add warning for ignored parameters ( #2446 )
2 years ago
7829aa094e
[ddp] add is_ddp_ignored ( #2434 )
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[ddp] rename to is_ddp_ignored
2 years ago
dddacd2d2c
[hotfix] add norm clearing for the overflow step ( #2416 )
2 years ago
551cafec14
[doc] updated kernel-related optimisers' docstring ( #2385 )
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* [doc] updated kernel-related optimisers' docstring
* polish doc
2 years ago
40d376c566
[setup] support pre-build and jit-build of cuda kernels ( #2374 )
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* [setup] support pre-build and jit-build of cuda kernels
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2 years ago
355ffb386e
[builder] unified cpu_optim fused_optim inferface ( #2190 )
2 years ago
9587b080ba
[builder] use runtime builder for fused_optim ( #2189 )
2 years ago
d42afd30f8
[builder] runtime adam and fused_optim builder ( #2184 )
2 years ago
e7d3afc9cc
[optimizer] add div_scale for optimizers ( #2117 )
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* [optimizer] add div_scale for optimizers
* [zero] use div_scale in zero optimizer
* fix testing error
2 years ago
63fbba3c19
[zero] add L2 gradient clipping for ZeRO ( #2112 )
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* [zero] add L2 gradient clipping
* [testing] add MlpModel
* [zero] add unit test for grad clipping
* fix atol
2 years ago
f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
2 years ago
f7e276fa71
[Gemini] add GeminiAdamOptimizer ( #1960 )
2 years ago
5f41463a76
add optimizer README for tutorials ( #1707 )
2 years ago
367c615818
fix nvme docstring ( #1450 )
2 years ago
12b4887097
[hotfix] fix CPUAdam kernel nullptr ( #1410 )
2 years ago
c7221cb2d4
[hotfix] adapt ProcessGroup and Optimizer to ColoTensor ( #1388 )
2 years ago
c415240db6
[nvme] CPUAdam and HybridAdam support NVMe offload ( #1360 )
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* impl nvme optimizer
* update cpu adam
* add unit test
* update hybrid adam
* update docstr
* add TODOs
* update CI
* fix CI
* fix CI
* fix CI path
* fix CI path
* fix CI path
* fix install tensornvme
* fix CI
* fix CI path
* fix CI env variables
* test CI
* test CI
* fix CI
* fix nvme optim __del__
* fix adam __del__
* fix nvme optim
* fix CI env variables
* fix nvme optim import
* test CI
* test CI
* fix CI
2 years ago
9e4c6449b0
[checkpoint] add ColoOptimizer checkpointing ( #1316 )
2 years ago
85f933b58b
[Optimizer] Remove useless ColoOptimizer ( #1312 )
2 years ago
9f10524313
[Optimizer] polish the init method of ColoOptimizer ( #1310 )
2 years ago
b414eaa5db
[NFC] polish colossalai/nn/optimizer/lamb.py code style ( #1275 )
2 years ago
e4f555f29a
[optim] refactor fused sgd ( #1134 )
2 years ago
a00644079e
reorgnize colotensor directory ( #1062 )
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* reorgnize colotensor directory
* polish code
3 years ago
51b9a49655
[zero] add zero optimizer for ColoTensor ( #1046 )
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* add zero optimizer
* torch ok
* unit test ok
* polish code
* fix bugs
* polish unit test
* polish zero optim
* polish colo ddp v2
* refactor folder structure
* add comment
* polish unit test
* polish zero optim
* polish unit test
3 years ago
a9b8300d54
[zero] improve adaptability for not-shard parameters ( #708 )
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* adapt post grad hooks for not-shard parameters
* adapt optimizer for not-shard parameters
* offload gradients for not-replicated parameters
3 years ago
b31daed4cf
fix bugs in CPU adam ( #633 )
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* add cpu adam counter for all cpu adam
* fixed updating error in adam kernel
3 years ago
e619a651fb
polish optimizer docstring ( #619 )
3 years ago
104cbbb313
[hotfix] add hybrid adam to __init__ ( #584 )
3 years ago
c44d797072
[docs] updatad docs of hybrid adam and cpu adam ( #552 )
3 years ago
105c5301c3
[zero]added hybrid adam, removed loss scale in adam ( #527 )
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* [zero]added hybrid adam, removed loss scale of adam
* remove useless code
3 years ago
6a3f9fda83
[cuda] modify the fused adam, support hybrid of fp16 and fp32 ( #497 )
3 years ago
9ec1ce6ab1
[zero] sharded model support the reuse of fp16 shard ( #495 )
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* sharded model supports reuse fp16 shard
* rename variable
* polish code
* polish code
* polish code
3 years ago
62b0a8d644
[zero] sharded optim support hybrid cpu adam ( #486 )
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* sharded optim support hybrid cpu adam
* update unit test
* polish docstring
3 years ago
Hongxin Liu