Boyuan Yao
cf0268da93
[autoparallel] Add F.conv metainfo ( #2069 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
* [autoparallel] add batchnorm metainfo class
* [autoparallel] fix batchnorm unit test function declaration
* [fx] restore profiler
* [fx] add relu metainfo class
* [fx] restore profiler
* [autoparallel] modify metainfo input
* [autoparallel] add pooling metainfo
* [autoparallel] add F.linear metainfo generator
* [autoparallel] add binary elementwise metainfo
* [fx] recover profiler
* [autoparallel] fix forward memory calculation
* [autoparallel] modify constants.py
* [autoparallel] remove redundant print
* [autoparallel] add F.conv metainfo
* [autoparallel] linear fix
2 years ago
YuliangLiu0306
f123476666
[autoparallel] complete gpt block searching ( #2065 )
...
* [autoparallel] complete gpt block searching
* fix test
2 years ago
Ziyue Jiang
597cdd3006
[Pipeline Middleware] Adapt scheduler for Topo ( #2066 )
...
* adapt scheduler for Topo
* remoove comment
* fix set input
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
Jiarui Fang
b3b89865e2
[Gemini] ParamOpHook -> ColoParamOpHook ( #2080 )
2 years ago
YuliangLiu0306
677e1e20d4
[device] update flatten device mesh usage ( #2079 )
2 years ago
Jiarui Fang
a7adad9ccb
[Gemini] rename hooks related to runtime mem tracer ( #2076 )
2 years ago
Jiarui Fang
223332ff7e
[Gemini] rename ParamTracerWrapper -> RuntimeMemTracer ( #2073 )
2 years ago
Jiarui Fang
9f828ef36f
[Gemini] remove not used MemtracerWrapper ( #2072 )
2 years ago
Boyuan Yao
616da17fab
[autoparallel] add binary elementwise metainfo for auto parallel ( #2058 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
* [autoparallel] add batchnorm metainfo class
* [autoparallel] fix batchnorm unit test function declaration
* [fx] restore profiler
* [fx] add relu metainfo class
* [fx] restore profiler
* [autoparallel] modify metainfo input
* [autoparallel] add pooling metainfo
* [autoparallel] add F.linear metainfo generator
* [autoparallel] add binary elementwise metainfo
* [fx] recover profiler
* [autoparallel] fix forward memory calculation
* [autoparallel] modify constants.py
* [autoparallel] remove redundant print
2 years ago
Boyuan Yao
4b40fbd743
[autoparallel] fix forward memory calculation ( #2062 )
2 years ago
Ziyue Jiang
44ea461890
[Pipeline] Add Topo Class ( #2059 )
...
* use Topo class to rewrite DAG
* polish code
* polish code
* polish code
* add comment
* add else to unended if
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
YuliangLiu0306
e4293e5077
[hotfix] update test for latest version ( #2060 )
2 years ago
Zihao
38ea4ba1bd
[Gemini] fix grad unreleased issue and param recovery issue ( #2052 )
2 years ago
YuliangLiu0306
1c1fe44305
[autoparallel] adapt solver with self attention ( #2037 )
...
* [autoparallel] adapt solver with self attention
* polish code
2 years ago
Frank Lee
ea74a3b9cc
[cli] updated installation cheheck with more inforamtion ( #2050 )
...
* [cli] updated installation cheheck with more inforamtion
* polish code
* polish code
2 years ago
HELSON
f6178728a0
[gemini] fix init bugs for modules ( #2047 )
...
* [gemini] fix init bugs for modules
* fix bugs
2 years ago
Frank Lee
81e0da7fa8
[setup] supported conda-installed torch ( #2048 )
...
* [setup] supported conda-installed torch
* polish code
2 years ago
HELSON
e37f3db40c
[gemini] add arguments ( #2046 )
...
* [zero] fix testing parameters
* [gemini] add arguments
* add docstrings
2 years ago
Zihao
6a9158f1fa
[Gemini] free and allocate cuda memory by tensor.storage, add grad hook ( #2040 )
2 years ago
Jiarui Fang
31c644027b
[hotfix] hotfix Gemini for no leaf modules bug ( #2043 )
2 years ago
HELSON
a1ce02d740
[zero] test gradient accumulation ( #1964 )
...
* [zero] fix memory leak for zero2
* [zero] test gradient accumulation
* [zero] remove grad clip test
2 years ago
Ziyue Jiang
b0936e4a44
[rpc] split with dag ( #2028 )
...
* add DAG to split_module
* add comment
* add test case for DAG
* remove print
* add DAG middleware in scheduler
* add test case for scheduler
* remove break
* recover old lifecycle
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
Jiarui Fang
96134e7be3
[hotfix] add bert test for gemini fwd bwd ( #2035 )
2 years ago
YuliangLiu0306
0dbcd4a6f5
[autoparallel] add split handler ( #2032 )
...
* [autoparallel] add split handler
* add numerical test and runtime passes
2 years ago
Jiarui Fang
28aa9a4294
[Gemini] more rigorous unit tests for run_fwd_bwd ( #2034 )
2 years ago
YuliangLiu0306
81330b0352
[autoparallel] add experimental permute handler ( #2029 )
2 years ago
Zihao
95c4532fff
[Gemini] paramWrapper paramTracerHook unitest ( #2030 )
2 years ago
Jiarui Fang
8daf1b4db1
[Gemini] patch for supporting orch.add_ function for ColoTensor ( #2003 )
2 years ago
Ziyue Jiang
632753abbc
[fx]Split partition with DAG information ( #2025 )
...
* add DAG to split_module
* add comment
* add test case for DAG
* remove print
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
YuliangLiu0306
ea0f6b8df9
[autoparallel] add runtime pass and numerical test for view handler ( #2018 )
2 years ago
Zihao
a719b89a41
[gemini] param_trace_hook ( #2020 )
2 years ago
Jiarui Fang
0b0d8f9e17
[hotfix] revert bug PRs ( #2016 )
2 years ago
Zihao
aba3db464d
[Gemini] ParamMemHook ( #2008 )
2 years ago
Zihao
0160a62a3c
[Gemini] param_tracer_wrapper and test case ( #2009 )
2 years ago
YuliangLiu0306
1438993113
[autoparallel] add experimental view handler ( #2011 )
...
* [autoparallel] add experimental view handler
* polish
* polish
* polish code
* rename variables
2 years ago
Genghan Zhang
d655eea515
[autoparallel] mix gather ( #1977 )
...
* Add mix-gather
* Add comments
* Add comments
* Polish comments
* Change the global rank assumption
* Add tests
* Add two-step tests
* Fix 10 and 01
* Skip test becasue the number of GPUs
2 years ago
Frank Lee
2bab6f512c
[release] release v0.1.11rc4 ( #2007 )
2 years ago
Boyuan Yao
6cd784ffee
[autoparallel] Add metainfo support for F.linear ( #1987 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
* [autoparallel] add batchnorm metainfo class
* [autoparallel] fix batchnorm unit test function declaration
* [fx] restore profiler
* [fx] add relu metainfo class
* [fx] restore profiler
* [autoparallel] modify metainfo input
* [autoparallel] add pooling metainfo
* [autoparallel] add F.linear metainfo generator
2 years ago
Super Daniel
2edbef13cc
[fx] add more meta_registry for MetaTensor execution. ( #2000 )
...
* [sc] add examples for auto checkpoint.
* merge upstream
* [fx] add more meta_registry for MetaTensor execution.
2 years ago
Jiarui Fang
a2d3266648
[hotfix] make Gemini work for conv DNN ( #1998 )
2 years ago
YuliangLiu0306
155891113e
[autoparallel] use pytree map style to process data ( #1989 )
2 years ago
YuliangLiu0306
35e6b9ec82
[autoparallel] adapt handlers with attention block ( #1990 )
...
* [autoparallel] adapt handlers with attention block
* polish
2 years ago
YuliangLiu0306
05020e50d0
[autoparallel] support more flexible data type ( #1967 )
2 years ago
Boyuan Yao
c26f21d365
[autoparallel] add pooling metainfo ( #1968 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
* [autoparallel] add batchnorm metainfo class
* [autoparallel] fix batchnorm unit test function declaration
* [fx] restore profiler
* [fx] add relu metainfo class
* [fx] restore profiler
* [autoparallel] modify metainfo input
* [autoparallel] add pooling metainfo
2 years ago
Jiarui Fang
3712ac7f90
[Gemini] add bert for MemtracerWrapper unintests ( #1982 )
2 years ago
Jiarui Fang
e481489aa6
[Gemini] MemtracerWrapper unittests ( #1981 )
2 years ago
Jiarui Fang
31922110ad
[Gemini] memory trace hook ( #1978 )
2 years ago
Jiarui Fang
0529fcde06
[Gemini] independent runtime tracer ( #1974 )
2 years ago
YuliangLiu0306
0da1d00399
[autoparallel] support distributed dataloader option ( #1906 )
...
* [autoparallel] support distributed dataloader option
* update output handler to support ddp dataloader
* poish code
2 years ago
Genghan Zhang
6630d45546
[autoparallel] Add alpha beta ( #1973 )
...
* Add alpha beta
* Fix test
* Fix test
2 years ago
Jiarui Fang
cc0ed7cf33
[Gemini] ZeROHookV2 -> GeminiZeROHook ( #1972 )
2 years ago
ver217
f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
2 years ago
Jiarui Fang
7e24b9b9ee
[Gemini] clean no used MemTraceOp ( #1970 )
2 years ago
Boyuan Yao
7c7921f71b
[autoparallel] add torch.nn.ReLU metainfo ( #1868 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
* [autoparallel] add batchnorm metainfo class
* [autoparallel] fix batchnorm unit test function declaration
* [fx] restore profiler
* [fx] add relu metainfo class
* [fx] restore profiler
* [autoparallel] modify metainfo input
2 years ago
Jiarui Fang
8c66a1d0aa
[polish] remove useless file _mem_tracer_hook.py ( #1963 )
2 years ago
Jiarui Fang
c4739a725a
[Gemini] polish memstats collector ( #1962 )
2 years ago
YuliangLiu0306
fea3cb661c
[autoparallel] support addmm in tracer and solver ( #1961 )
...
* [fx] patch addmm
* [autoparallel] support addmm in tracer and solver
2 years ago
Jiarui Fang
f7e276fa71
[Gemini] add GeminiAdamOptimizer ( #1960 )
2 years ago
HELSON
7066dfbf82
[zero] fix memory leak for zero2 ( #1955 )
2 years ago
Jiarui Fang
52c6ad26e0
[ColoTensor] reconfig ColoInitContext, decouple default_pg and default_dist_spec. ( #1953 )
2 years ago
zbian
598d456d0e
fixed logger
2 years ago
zbian
6877121377
updated flash attention api
2 years ago
YuliangLiu0306
36c0f3ea5b
[autoparallel] remove redundancy comm node ( #1893 )
2 years ago
アマデウス
e52f9d9109
[tensorparallel] fixed tp layers ( #1938 )
2 years ago
Jiarui Fang
9f4fb3f28a
[ColoTensor] ColoInitContext initialize parameters in shard mode. ( #1937 )
2 years ago
Boyuan Yao
d5c5bc219e
[SC] add GPT example for auto checkpoint ( #1889 )
...
* [sc] SC tutorial for auto checkpoint
* [sc] polish examples
* [sc] polish readme
* [sc] polish readme and help information
* [sc] polish readme and help information
2 years ago
Junming Wu
14a0b18305
[NFC] polish colossalai/amp/naive_amp/__init__.py code style ( #1905 )
2 years ago
HELSON
6e51d296f0
[zero] migrate zero1&2 ( #1878 )
...
* add zero1&2 optimizer
* rename test ditectory
* rename test files
* change tolerance in test
2 years ago
Super Daniel
cc55ff0aa4
[autoparallel] user-friendly API for CheckpointSolver. ( #1879 )
...
Merge for SC tutorial
2 years ago
Super Daniel
448248b27c
[fx] metainfo_trace as an API. ( #1873 )
...
* [fx] metainfo_trace as an API.
* [fx] add return.
2 years ago
Jiarui Fang
986f8cbaa7
[inference] overlap comm and compute in Linear1D_Row when stream_chunk_num > 1 ( #1876 )
2 years ago
YuliangLiu0306
1b494ad73c
[autoparallel] fix linear logical convert issue ( #1857 )
2 years ago
Jiarui Fang
c2947dadf1
[inference] streaming Linear 1D Row inference ( #1874 )
2 years ago
Frank Lee
e6ec99d389
[utils] fixed lazy init context ( #1867 )
2 years ago
zbian
653b0a620e
added skip_bias_add for non-tp linear
2 years ago
LuGY
94329fc139
[NFC] polish colossalai/amp/apex_amp/__init__.py code style ( #1853 )
2 years ago
zbian
1559a09fb7
[NFC] polish amp.naive_amp.grad_scaler code style
2 years ago
HELSON
72c9448920
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/operator_handler.py code style ( #1845 )
2 years ago
Genghan Zhang
b25030cc07
[NFC] polish ./colossalai/amp/torch_amp/__init__.py code style ( #1836 )
2 years ago
Sze-qq
95ac4f88ea
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/conv_handler.py code style ( #1829 )
...
Co-authored-by: siqi <siqi@siqis-MacBook-Pro.local>
2 years ago
Ziyue Jiang
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
Fazzie-Maqianli
399f84d8f6
[NFC] polish colossalai/amp/naive_amp/_fp16_optimizer.py code style ( #1819 )
2 years ago
CsRic
9623ec1b02
[NFC] polish colossalai/amp/naive_amp/_utils.py code style ( #1816 )
...
* [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
binmakeswell
3c3714fc2a
[NFC] polish strategies_constructor.py code style ( #1806 )
2 years ago
Jiarui Fang
3ce4463fe6
[utils] remove lazy_memory_allocate from ColoInitContext ( #1844 )
2 years ago
Jiarui Fang
fba34efb5a
version to 0.1.11rc2 ( #1832 )
2 years ago
YuliangLiu0306
49216d7ab1
[autoparallel] fix bugs caused by negative dim key ( #1808 )
...
* [autoparallel] fix bugs caused by negative dim key
* fix import error
* fix matmul test issue
* fix unit test issue
2 years ago
アマデウス
4268ae017b
[kernel] added jit warmup ( #1792 )
2 years ago
YuliangLiu0306
f6032ddb17
[autoparallel] fix bias addition module ( #1800 )
2 years ago
Jiarui Fang
cd5a0d56fa
[Gemini] make gemini usage simple ( #1821 )
2 years ago
ver217
99870726b1
[CheckpointIO] a uniform checkpoint I/O module ( #1689 )
2 years ago
Boyuan Yao
629172b319
[autoparallel] add batch norm metainfo ( #1815 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
* [autoparallel] add batchnorm metainfo class
* [autoparallel] fix batchnorm unit test function declaration
* [fx] restore profiler
2 years ago
Super Daniel
441d584e4a
[fx] add a symbolic_trace api. ( #1812 )
...
* [fx] add a symbolic_trace api.
* [fx] fix import errors.
2 years ago
xcnick
e0da01ea71
[hotfix] fix build error when torch version >= 1.13 ( #1803 )
2 years ago
oahzxl
9639ea88fc
[kernel] more flexible flashatt interface ( #1804 )
2 years ago
Zihao
20e255d4e8
MemStatsCollectorStatic ( #1765 )
2 years ago
Boyuan Yao
327d07c44a
[autoparallel] add conv metainfo class for auto parallel ( #1796 )
...
* [fx] metainfo class for auto parallel
* [fx] add unit test for linear metainfo
* [fx] fix bwd param for linear
* [fx] modify unit test
* [fx] modify unit test
* [fx] modify import
* [fx] modify import
* [fx] modify import
* [fx] move meta profiler to auto parallel
* [fx] add conv metainfo class
* [fx] restore profiler
* [fx] restore meta profiler
* [autoparallel] modify unit test
* [fx] modify unit test
2 years ago
oahzxl
501a9e9cd2
[hotfix] polish flash attention ( #1802 )
2 years ago
Jiarui Fang
218c75fd9d
[NFC] polish type hint for shape consistency ( #1801 )
...
* [NFC] polish type hint for shape consistency
* polish code
* polish code
2 years ago
Jiarui Fang
c248800359
[kernel] skip tests of flash_attn and triton when they are not available ( #1798 )
2 years ago