digger yu
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
digger yu
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
ver217
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
junxu
c52edcf0eb
Rename class method of ZeroDDP ( #2692 )
2 years ago
HELSON
8213f89fd2
[gemini] add fake_release_chunk for keep-gathered chunk in the inference mode ( #2671 )
2 years ago
ver217
5b1854309a
[hotfix] fix zero ddp warmup check ( #2545 )
2 years ago
HELSON
a4ed9125ac
[hotfix] fix lightning error ( #2529 )
2 years ago
HELSON
66dfcf5281
[gemini] update the gpt example ( #2527 )
2 years ago
HELSON
b528eea0f0
[zero] add zero wrappers ( #2523 )
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* [zero] add zero wrappers
* change names
* add wrapper functions to init
2 years ago
HELSON
707b11d4a0
[gemini] update ddp strict mode ( #2518 )
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* [zero] add strict ddp mode for chunk init
* [gemini] update gpt example
2 years ago
HELSON
2d1a7dfe5f
[zero] add strict ddp mode ( #2508 )
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* [zero] add strict ddp mode
* [polish] add comments for strict ddp mode
* [zero] fix test error
2 years ago
HELSON
5521af7877
[zero] fix state_dict and load_state_dict for ddp ignored parameters ( #2443 )
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* [ddp] add is_ddp_ignored
[ddp] rename to is_ddp_ignored
* [zero] fix state_dict and load_state_dict
* fix bugs
* [zero] update unit test for ZeroDDP
2 years ago
HELSON
7829aa094e
[ddp] add is_ddp_ignored ( #2434 )
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[ddp] rename to is_ddp_ignored
2 years ago
HELSON
bb4e9a311a
[zero] add inference mode and its unit test ( #2418 )
2 years ago
HELSON
ea13a201bb
[polish] polish code for get_static_torch_model ( #2405 )
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* [gemini] polish code
* [testing] remove code
* [gemini] make more robust
2 years ago
eric8607242
9880fd2cd8
Fix state_dict key missing issue of the ZeroDDP ( #2363 )
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* Fix state_dict output for ZeroDDP duplicated parameters
* Rewrite state_dict based on get_static_torch_model
* Modify get_static_torch_model to be compatible with the lower version (ZeroDDP)
2 years ago
HELSON
48d33b1b17
[gemini] add get static torch model ( #2356 )
2 years ago
Jiarui Fang
af32022f74
[Gemini] fix the convert_to_torch_module bug ( #2269 )
2 years ago
HELSON
2458659919
[zero] fix error for BEiT models ( #2169 )
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* [zero] fix error for BEiT models
* [ColoParameter] add unpack operation for tuple arguments
* fix bugs
* fix chunkv2 unit testing
* add assertion for gradient state
2 years ago
Jiarui Fang
2827f41898
[Gemini] GeminiDPP convert to PyTorch Module. ( #2151 )
2 years ago
Jiarui Fang
9214d1fe28
[Gemini] chunk init using runtime visited param order ( #2115 )
2 years ago
Jiarui Fang
e5aa8333e4
[NFC] update chunk manager API ( #2119 )
2 years ago
Jiarui Fang
e99edfcb51
[NFC] polish comments for Chunk class ( #2116 )
2 years ago
HELSON
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
Jiarui Fang
1f99205827
[Gemini] remove static tracer ( #2083 )
2 years ago
Jiarui Fang
b3b89865e2
[Gemini] ParamOpHook -> ColoParamOpHook ( #2080 )
2 years ago
HELSON
e37f3db40c
[gemini] add arguments ( #2046 )
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* [zero] fix testing parameters
* [gemini] add arguments
* add docstrings
2 years ago
Jiarui Fang
96134e7be3
[hotfix] add bert test for gemini fwd bwd ( #2035 )
2 years ago
Jiarui Fang
8daf1b4db1
[Gemini] patch for supporting orch.add_ function for ColoTensor ( #2003 )
2 years ago
Jiarui Fang
cc0ed7cf33
[Gemini] ZeROHookV2 -> GeminiZeROHook ( #1972 )
2 years ago
Jiarui Fang
f7e276fa71
[Gemini] add GeminiAdamOptimizer ( #1960 )
2 years ago
Jiarui Fang
cd5a0d56fa
[Gemini] make gemini usage simple ( #1821 )
2 years ago
Zihao
20e255d4e8
MemStatsCollectorStatic ( #1765 )
2 years ago
HELSON
c6a1a62636
[hotfix] fix zero's incompatibility with checkpoint in torch-1.12 ( #1786 )
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* [hotfix] fix zero's incompatibility with checkpoint in torch-1.12
* [zero] add cpu shard init
* [zero] add tiny example test
* [colo_tensor] fix bugs for torch-1.11
2 years ago
HELSON
1468e4bcfc
[zero] add constant placement policy ( #1705 )
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* fixes memory leak when paramter is in fp16 in ZeroDDP init.
* bans chunk releasement in CUDA. Only when a chunk is about to offload, it is allowed to release.
* adds a constant placement policy. With it, users can allocate a reserved caching memory space for parameters.
2 years ago
Jiarui Fang
21962e1593
[embedding] rename FreqAwareEmbedding -> CachedEmbedding ( #1699 )
2 years ago
Jiarui Fang
363fc2861a
[embeddings] more detailed timer ( #1692 )
2 years ago
HELSON
b28991dd0a
[feature] A new ZeRO implementation ( #1644 )
2 years ago
Jiarui Fang
c638bec028
[embedding] polish async copy ( #1657 )
2 years ago
Jiarui Fang
988570e4a6
[embedding] add more detail profiling ( #1656 )
2 years ago
Jiarui Fang
e1f97fd2b8
[embedding] print profiling results ( #1654 )
2 years ago
Jiarui Fang
04443605a5
[embedding] non-blocking cpu-gpu copy ( #1647 )
2 years ago
CsRic
0767f67a0f
[embedding] isolate cache_op from forward ( #1645 )
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Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2 years ago
Jiarui Fang
c5d39215f6
Revert "[feature] new zero implementation ( #1623 )" ( #1643 )
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This reverts commit 5be118f405
.
2 years ago
HELSON
5be118f405
[feature] new zero implementation ( #1623 )
2 years ago
Jiarui Fang
e57df80325
[embeddings] cache option ( #1635 )
2 years ago
Jiarui Fang
38c68b5b9a
[embedding] rollback for better FAW performance ( #1625 )
2 years ago
Jiarui Fang
504ff1d101
[embeddings] use cache_ratio instead of cuda_row_num ( #1611 )
2 years ago
Jiarui Fang
a19eb80998
[embedding] updates some default parameters
2 years ago
CsRic
f3403ff98e
[embeddings] add already_split_along_rank flag for tablewise mode ( #1584 )
2 years ago