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
2023-08-04 17:42:07 +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
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
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
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
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
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>
2023-03-06 10:42:22 +08:00
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
2023-03-06 10:36:38 +08:00
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
2023-03-04 20:08:11 +08:00
56ddc9ca7a
[hotfix] add correct device for fake_param ( #2796 )
2023-02-17 15:29:07 +08:00
9ab14b20b5
[doc] add CVPR tutorial ( #2666 )
2023-02-10 20:43:34 +08:00
b528eea0f0
[zero] add zero wrappers ( #2523 )
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* [zero] add zero wrappers
* change names
* add wrapper functions to init
2023-01-29 17:52:58 +08:00
2bfeb24308
[zero] add warning for ignored parameters ( #2446 )
2023-01-11 15:30:09 +08:00
7829aa094e
[ddp] add is_ddp_ignored ( #2434 )
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[ddp] rename to is_ddp_ignored
2023-01-11 12:22:45 +08:00
dddacd2d2c
[hotfix] add norm clearing for the overflow step ( #2416 )
2023-01-10 15:43:06 +08:00
551cafec14
[doc] updated kernel-related optimisers' docstring ( #2385 )
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* [doc] updated kernel-related optimisers' docstring
* polish doc
2023-01-09 17:13:53 +08:00
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
2023-01-06 20:50:26 +08:00
355ffb386e
[builder] unified cpu_optim fused_optim inferface ( #2190 )
2022-12-23 20:57:41 +08:00
9587b080ba
[builder] use runtime builder for fused_optim ( #2189 )
2022-12-23 17:07:03 +08:00
d42afd30f8
[builder] runtime adam and fused_optim builder ( #2184 )
2022-12-23 14:14:21 +08:00
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
2022-12-12 17:58:57 +08:00
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
2022-12-09 18:09:17 +08:00
f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
2022-11-17 13:42:33 +08:00
f7e276fa71
[Gemini] add GeminiAdamOptimizer ( #1960 )
2022-11-16 14:44:28 +08:00
5f41463a76
add optimizer README for tutorials ( #1707 )
2022-10-14 09:10:18 +00:00
367c615818
fix nvme docstring ( #1450 )
2022-08-12 18:01:02 +08:00
12b4887097
[hotfix] fix CPUAdam kernel nullptr ( #1410 )
2022-08-05 19:45:45 +08:00
c7221cb2d4
[hotfix] adapt ProcessGroup and Optimizer to ColoTensor ( #1388 )
2022-07-29 19:33:24 +08:00
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
2022-07-26 17:25:24 +08:00
9e4c6449b0
[checkpoint] add ColoOptimizer checkpointing ( #1316 )
2022-07-15 09:52:55 +08:00
85f933b58b
[Optimizer] Remove useless ColoOptimizer ( #1312 )
2022-07-14 16:57:48 +08:00
9f10524313
[Optimizer] polish the init method of ColoOptimizer ( #1310 )
2022-07-14 16:37:33 +08:00
b414eaa5db
[NFC] polish colossalai/nn/optimizer/lamb.py code style ( #1275 )
2022-07-13 12:08:21 +08:00
e4f555f29a
[optim] refactor fused sgd ( #1134 )
2022-06-20 11:19:38 +08:00
a00644079e
reorgnize colotensor directory ( #1062 )
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* reorgnize colotensor directory
* polish code
2022-06-03 18:04:22 +08:00
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
2022-06-02 12:13:15 +08:00
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
2022-04-11 13:38:51 +08:00
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
2022-04-02 17:04:05 +08:00
e619a651fb
polish optimizer docstring ( #619 )
2022-04-01 16:27:03 +08:00
104cbbb313
[hotfix] add hybrid adam to __init__ ( #584 )
2022-03-31 19:08:34 +08:00
c44d797072
[docs] updatad docs of hybrid adam and cpu adam ( #552 )
2022-03-30 18:14:59 +08:00
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
2022-03-25 18:03:54 +08:00
6a3f9fda83
[cuda] modify the fused adam, support hybrid of fp16 and fp32 ( #497 )
2022-03-25 14:15:53 +08:00
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
2022-03-23 14:59:59 +08:00
62b0a8d644
[zero] sharded optim support hybrid cpu adam ( #486 )
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* sharded optim support hybrid cpu adam
* update unit test
* polish docstring
2022-03-22 14:56:59 +08:00
7544347145
[MOE] add unitest for MOE experts layout, gradient handler and kernel ( #469 )
2022-03-21 13:35:04 +08:00
0fcfb1e00d
[test] make zero engine test really work ( #447 )
2022-03-17 17:24:25 +08:00
237d08e7ee
[zero] hybrid cpu adam ( #445 )
2022-03-17 15:05:41 +08:00
53bb3bcc0a
fix format ( #362 )
2022-03-11 15:50:28 +08:00
binmakeswell