d202cc28c0
[npu] change device to accelerator api ( #5239 )
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* update accelerator
* fix timer
* fix amp
* update
* fix
* update bug
* add error raise
* fix autocast
* fix set device
* remove doc accelerator
* update doc
* update doc
* update doc
* use nullcontext
* update cpu
* update null context
* change time limit for example
* udpate
* update
* update
* update
* [npu] polish accelerator code
---------
Co-authored-by: Xuanlei Zhao <xuanlei.zhao@gmail.com>
Co-authored-by: zxl <43881818+oahzxl@users.noreply.github.com>
11 months ago
e5ce4c8ea6
[npu] add npu support for gemini and zero ( #5067 )
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* [npu] setup device utils (#5047 )
* [npu] add npu device support
* [npu] support low level zero
* [test] update npu zero plugin test
* [hotfix] fix import
* [test] recover tests
* [npu] gemini support npu (#5052 )
* [npu] refactor device utils
* [gemini] support npu
* [example] llama2+gemini support npu
* [kernel] add arm cpu adam kernel (#5065 )
* [kernel] add arm cpu adam
* [optim] update adam optimizer
* [kernel] arm cpu adam remove bf16 support
1 year ago
83b52c56cd
[feature] Add clip_grad_norm for hybrid_parallel_plugin ( #4837 )
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* Add clip_grad_norm for hibrid_parallel_plugin
* polish code
* add unittests
* Move tp to a higher-level optimizer interface.
* bug fix
* polish code
1 year ago
c0a033700c
[shardformer] fix master param sync for hybrid plugin/rewrite unwrapping logic ( #4758 )
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* fix master param sync for hybrid plugin
* rewrite unwrap for ddp/fsdp
* rewrite unwrap for zero/gemini
* rewrite unwrap for hybrid plugin
* fix geemini unwrap
* fix bugs
1 year ago
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* [legacy] remove outdated codes of pipeline (#4692 )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* [legacy] remove outdated colo tensor (#4694 )
* [legacy] remove outdated colo tensor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
0ceec8f9a9
[pipeline] support fp32 for HybridPlugin/merge shardformer test and pipeline test into one file ( #4354 )
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* add naive optimizer for 3DPlugin/refactor gpt2 shardformer test
* merge tests of PP/DP/TP combinations into one test file
* fix bug when sync grad for dp in HybridPlugin
* update supported precisions for 3DPlugin/fix bug when shifting tp_degree
* improve the passing of lazy_init
* modify lazy_init/use sync_shared_params
1 year ago
261eab02fb
[plugin] add 3d parallel plugin ( #4295 )
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* [amp] add mixed precision optimizer
* [plugin] add 3d parallel plugin
* [booster] support pipeline
* [plugin] 3d parallel plugin support clip grad norm
* [shardformer] fix sharder and add plugin test
* [plugin] rename 3d parallel plugin
* [ci] support testmon core pkg change detection (#4305 )
* [hotfix] debug testmon
* [hotfix] fix llama
* [hotfix] fix p2p bugs
* [hotfix] fix requirements
1 year 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
32f81f14d4
[NFC] fix typo colossalai/amp auto_parallel autochunk ( #3756 )
2 years ago
4b95464994
[NFC] polish colossalai/amp/__init__.py code style ( #3272 )
2 years ago
8518263b80
[test] fixed the triton version for testing ( #2608 )
2 years ago
077a5cdde4
[zero] fix gradient clipping in hybrid parallelism ( #2521 )
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* [zero] fix gradient clipping in hybrid parallelism
* [testing] change model name to avoid pytest warning
* [hotfix] fix unit testing
2 years ago
40d376c566
[setup] support pre-build and jit-build of cuda kernels ( #2374 )
...
* [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
b965585d05
[NFC] polish colossalai/amp/torch_amp/torch_amp.py code style ( #2290 )
2 years ago
3041014089
[NFC] polish colossalai/amp/naive_amp/grad_scaler/dynamic_grad_scaler.py code style ( #2299 )
...
Co-authored-by: henryqin1997 <henryqin1997@gamil.com>
2 years ago
5d3a2be3af
[amp] add gradient clipping for unit tests ( #2283 )
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* [amp] add gradient clipping in unit tests
* fix bugs
2 years ago
f027ef7913
[hotfix] fix fp16 optimzier bug ( #2273 )
2 years ago
355ffb386e
[builder] unified cpu_optim fused_optim inferface ( #2190 )
2 years ago
d42afd30f8
[builder] runtime adam and fused_optim builder ( #2184 )
2 years ago
f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
2 years ago
14a0b18305
[NFC] polish colossalai/amp/naive_amp/__init__.py code style ( #1905 )
2 years ago
94329fc139
[NFC] polish colossalai/amp/apex_amp/__init__.py code style ( #1853 )
2 years ago
1559a09fb7
[NFC] polish amp.naive_amp.grad_scaler code style
2 years ago
b25030cc07
[NFC] polish ./colossalai/amp/torch_amp/__init__.py code style ( #1836 )
2 years ago
5da03c936d
[NFC] polish colossalai/amp/torch_amp/_grad_scaler.py code style ( #1823 )
...
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
399f84d8f6
[NFC] polish colossalai/amp/naive_amp/_fp16_optimizer.py code style ( #1819 )
2 years ago
9623ec1b02
[NFC] polish colossalai/amp/naive_amp/_utils.py code style ( #1816 )
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* [NFC] polish colossalai/nn/metric/accuracy_2p5d.py code style (#1714 )
* [NFC] polish colossalai/zero/sharded_param/__init__.py code style
* [NFC] polish colossalai/amp/naive_amp/_utils.py code style
Co-authored-by: shenggan <csg19971016@gmail.com>
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2 years ago
d068af81a3
[doc] update rst and docstring ( #1351 )
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* update rst
* add zero docstr
* fix docstr
* remove fx.tracer.meta_patch
* fix docstr
* fix docstr
* update fx rst
* fix fx docstr
* remove useless rst
2 years ago
e27645376d
[hotfix]different overflow status lead to communication stuck. ( #1175 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
2 years ago
72bd7c696b
[amp] included dict for type casting of model output ( #1102 )
2 years ago
9fdebadd69
[doc] improved docstring in the amp module ( #857 )
3 years ago
4c4388c46e
[hotfix] fix memory leak in zero ( #781 )
3 years ago
a4e91bc87f
[bug] fixed grad scaler compatibility with torch 1.8 ( #735 )
3 years ago
4d90a7b513
[refactor] zero directory ( #724 )
3 years ago
b0f708dfc1
fix format ( #570 )
3 years ago
c5b488edf8
polish amp docstring ( #616 )
3 years ago
2c45efc398
html refactor ( #555 )
3 years ago
ec5086c49c
Refactored docstring to google style
3 years ago
496cbb0760
[hotfix] fix initialize bug with zero ( #442 )
3 years ago
14a7094243
fixed fp16 optimizer none grad bug ( #432 )
3 years ago
e79ea44247
[fp16] refactored fp16 optimizer ( #392 )
3 years ago
53bb3bcc0a
fix format ( #362 )
3 years ago
3d5d64bd10
refactored grad scaler ( #338 )
3 years ago
6a3188167c
set criterion as optional in colossalai initialize ( #336 )
3 years ago
e17e54e32a
added buffer sync to naive amp model wrapper ( #291 )
3 years ago
f5ca88ec97
fixed apex import ( #227 )
3 years ago
9ee197d0e9
moved env variables to global variables; ( #215 )
...
added branch context;
added vocab parallel layers;
moved split_batch from load_batch to tensor parallel embedding layers;
updated gpt model;
updated unit test cases;
fixed few collective communicator bugs
3 years ago
0f8c7f9804
Fixed docstring in colossalai ( #171 )
3 years ago
e2089c5c15
adapted for sequence parallel ( #163 )
3 years ago
Hongxin Liu