YuliangLiu0306
0e9db368ef
[autoparallel] add tensor constructor handler ( #2082 )
2 years ago
YuliangLiu0306
cdf537a648
[autoparallel] add non_split linear strategy ( #2078 )
...
* [autoparallel] add non_split linear stategy
* polish
2 years ago
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
4f21c9e8d9
[Gemini] polish runtime tracer tests ( #2077 )
2 years ago
Jiarui Fang
a7adad9ccb
[Gemini] rename hooks related to runtime mem tracer ( #2076 )
2 years ago
Jiarui Fang
40b7d55bf3
[Gemini] add albert in test models. ( #2075 )
2 years ago
Jiarui Fang
616ed91ecd
[test] bert test in non-distributed way ( #2074 )
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
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
YuliangLiu0306
19438ea0ef
[hotfix] skip gpt tracing test ( #2064 )
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
HELSON
f6178728a0
[gemini] fix init bugs for modules ( #2047 )
...
* [gemini] fix init bugs for modules
* fix bugs
2 years ago
Zihao
6a9158f1fa
[Gemini] free and allocate cuda memory by tensor.storage, add grad hook ( #2040 )
2 years ago
Jiarui Fang
1e885329f4
[test] align model name with the file name. ( #2045 )
2 years ago
Jiarui Fang
31c644027b
[hotfix] hotfix Gemini for no leaf modules bug ( #2043 )
2 years ago
HELSON
384cd26314
[zero] fix testing parameters ( #2042 )
2 years ago
HELSON
17a3c685b0
[zero] fix unit-tests ( #2039 )
2 years ago
Jiarui Fang
eb7742a4bb
[Gemini] more tests for Gemini ( #2038 )
...
* [Gemini] more tests for Gemini
* polish code
2 years ago
HELSON
537e181705
[testing] fix testing models ( #2036 )
...
* [testing] fix testing models
* roll back
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
Jiarui Fang
2e9cbfca12
[Gemini] add unitests to check gemini correctness ( #2015 )
2 years ago
Jiarui Fang
0b0d8f9e17
[hotfix] revert bug PRs ( #2016 )
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
Jiarui Fang
3d907faede
[Gemini] add an inline_op_module to common test models and polish unitests. ( #2004 )
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
YuliangLiu0306
35e6b9ec82
[autoparallel] adapt handlers with attention block ( #1990 )
...
* [autoparallel] adapt handlers with attention block
* polish
2 years ago
Jiarui Fang
5bec3b2168
[Gemini] open grad checkpoint when model building ( #1984 )
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
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
ver217
f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
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
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
6877121377
updated flash attention api
2 years ago
Jiarui Fang
9f4fb3f28a
[ColoTensor] ColoInitContext initialize parameters in shard mode. ( #1937 )
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
Jiarui Fang
51597f6a28
[hotfix] pass test_complete_workflow ( #1877 )
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
xcnick
a141681260
[amp] add torch amp test ( #1860 )
2 years ago
Frank Lee
e6ec99d389
[utils] fixed lazy init context ( #1867 )
2 years ago
Jiarui Fang
3ce4463fe6
[utils] remove lazy_memory_allocate from ColoInitContext ( #1844 )
2 years ago
YuliangLiu0306
f6032ddb17
[autoparallel] fix bias addition module ( #1800 )
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
Jiarui Fang
6fa71d65d3
[fx] skip diffusers unitest if it is not installed ( #1799 )
2 years ago
oahzxl
9639ea88fc
[kernel] more flexible flashatt interface ( #1804 )
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
c248800359
[kernel] skip tests of flash_attn and triton when they are not available ( #1798 )
2 years ago
YuliangLiu0306
e34e850a4c
[autoparallel]add essential CommActions for broadcast oprands ( #1793 )
2 years ago
Boyuan Yao
05ce3d369f
[fx] Add linear metainfo class for auto parallel ( #1783 )
...
* [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
2 years ago
YuliangLiu0306
2c4c7b3618
[autoparallel] add getattr handler ( #1767 )
...
* [autoparallel] add getattr haandler
* polish code
* add extra processes for Parameters
* add unit test for param resharding cost
* add docstring and polish test
2 years ago
HELSON
c6a1a62636
[hotfix] fix zero's incompatibility with checkpoint in torch-1.12 ( #1786 )
...
* [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
Jiarui Fang
32c1b843a9
skip torchrec unittests if not installed ( #1790 )
2 years ago
kurisusnowdeng
0b8161fab8
updated tp layers
2 years ago
YuliangLiu0306
e859380bf7
[fx] support module with bias addition ( #1780 )
...
* [autoparallel] refactor tracer to fix bias addition issue
* [fx] support module with bias addition
* create bias_addition_module
* refactor file structure
* polish code
* fix unit test
2 years ago
Frank Lee
f3f19a5c47
[autoparallel] added matmul handler ( #1763 )
...
* [autoparallel] added matmul handler
* polish code
2 years ago
YuliangLiu0306
27de252334
[autoparallel] fix conv handler numerical test ( #1771 )
2 years ago
Super Daniel
1e88811c7a
[autoparallel] move ckpt solvers to autoparallel folder / refactor code ( #1764 )
...
* [autoparallel] first move.
* [autoparallel] add solver rotor.
* [autoparallel] add ckpt solvers.
* [autoparallel] modify codegen.
* [fx] fix annotation in test.
* [fx] remove check.
* [autoparallel] polish docstring.
* [fx] refactor MetaTensor.
2 years ago
YuliangLiu0306
a4d1f59c78
[autoparallel] add numerical test for handlers ( #1769 )
2 years ago
YuliangLiu0306
b0f7c8bde8
[autoparallel] update CommSpec to CommActions ( #1768 )
...
* [autoparallel] update CommSpec to CommActions
* polish code
2 years ago
YuliangLiu0306
b4cc59b61e
[autoparallel] add numerical test for node strategies ( #1760 )
...
* [autoparallel] add numerical test for node strategies
* polish code
* polish code
2 years ago
oahzxl
25952b67d7
[feat] add flash attention ( #1762 )
2 years ago
Super Daniel
0584654c79
[fx] refactor memory utils and extend shard utils. ( #1754 )
...
* [fx] change memory.py to memory_utils.py.
* [fx] add shard utils.
* [fx] fix import.
* [fx] check code style.
* [fx] add comment.
* [autoparallel] first move.
* [fx] add time computations.
2 years ago
YuliangLiu0306
314d8c497f
[autoparallel] refactor the runtime apply pass and add docstring to passes ( #1757 )
...
* [autoparallel] refactor the runtime apply pass and add doc string to passes
* fix unit test
* polish
2 years ago
Frank Lee
f9a613d660
[autoparallel] added binary elementwise node handler ( #1758 )
...
* [autoparallel] added binary elementwise node handler
* polish code
2 years ago
YuliangLiu0306
d2fc067231
[autoparallel] fix param hook issue in transform pass ( #1755 )
2 years ago
Frank Lee
262652c8bc
[autoparallel] added addbmm handler ( #1751 )
2 years ago
YuliangLiu0306
980ed21723
[autoparallel] shard param and buffer as expected ( #1753 )
...
* [autoparallel] shard param and buffer as expected
* fix unit test issue
2 years ago
YuliangLiu0306
cdb7d5e7d2
[hotfix] autoparallel unit test ( #1752 )
2 years ago
YuliangLiu0306
a4ce180e85
[autoparallel] add sequential order to communication actions ( #1735 )
2 years ago
Super Daniel
b893342f95
[fx] test tracer on diffuser modules. ( #1750 )
...
* [fx] test tracer on diffuser modules.
* [fx] shorter seq_len.
* Update requirements-test.txt
2 years ago
Frank Lee
b80b6eaa88
[autoparallel] recovered skipped test cases ( #1748 )
2 years ago
Frank Lee
474111ecb5
[autoparallel] fixed wrong sharding strategy in conv handler ( #1747 )
...
* [autoparallel] fixed wrong sharding strategy in conv handler
* polish code
2 years ago
Frank Lee
8b8937d901
[autoparallel] fixed wrong generated strategy for dot op ( #1746 )
...
* [autoparallel] fixed wrong generated strategy for dot op
* polish code
2 years ago