81330b0352
[autoparallel] add experimental permute handler ( #2029 )
2022-11-27 20:26:52 +08:00
95c4532fff
[Gemini] paramWrapper paramTracerHook unitest ( #2030 )
2022-11-26 13:30:24 +08:00
8daf1b4db1
[Gemini] patch for supporting orch.add_ function for ColoTensor ( #2003 )
2022-11-25 20:06:35 +08:00
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>
2022-11-25 17:42:48 +08:00
ea0f6b8df9
[autoparallel] add runtime pass and numerical test for view handler ( #2018 )
2022-11-25 15:50:16 +08:00
a719b89a41
[gemini] param_trace_hook ( #2020 )
2022-11-24 18:08:36 +08:00
0b0d8f9e17
[hotfix] revert bug PRs ( #2016 )
2022-11-24 15:28:58 +08:00
aba3db464d
[Gemini] ParamMemHook ( #2008 )
2022-11-24 15:22:51 +08:00
0160a62a3c
[Gemini] param_tracer_wrapper and test case ( #2009 )
2022-11-24 14:40:33 +08:00
1438993113
[autoparallel] add experimental view handler ( #2011 )
...
* [autoparallel] add experimental view handler
* polish
* polish
* polish code
* rename variables
2022-11-24 11:34:41 +08:00
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
2022-11-23 21:49:17 +08:00
2bab6f512c
[release] release v0.1.11rc4 ( #2007 )
2022-11-23 17:14:32 +08:00
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
2022-11-23 14:12:34 +08:00
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.
2022-11-23 10:55:46 +08:00
a2d3266648
[hotfix] make Gemini work for conv DNN ( #1998 )
2022-11-22 14:52:36 +08:00
155891113e
[autoparallel] use pytree map style to process data ( #1989 )
2022-11-21 10:44:22 +08:00
35e6b9ec82
[autoparallel] adapt handlers with attention block ( #1990 )
...
* [autoparallel] adapt handlers with attention block
* polish
2022-11-21 10:44:11 +08:00
05020e50d0
[autoparallel] support more flexible data type ( #1967 )
2022-11-18 17:01:06 +08:00
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
2022-11-18 15:13:03 +08:00
3712ac7f90
[Gemini] add bert for MemtracerWrapper unintests ( #1982 )
2022-11-18 14:58:28 +08:00
e481489aa6
[Gemini] MemtracerWrapper unittests ( #1981 )
2022-11-18 14:19:40 +08:00
31922110ad
[Gemini] memory trace hook ( #1978 )
2022-11-18 11:52:55 +08:00
0529fcde06
[Gemini] independent runtime tracer ( #1974 )
2022-11-18 10:53:42 +08:00
0da1d00399
[autoparallel] support distributed dataloader option ( #1906 )
...
* [autoparallel] support distributed dataloader option
* update output handler to support ddp dataloader
* poish code
2022-11-17 20:11:53 +08:00
6630d45546
[autoparallel] Add alpha beta ( #1973 )
...
* Add alpha beta
* Fix test
* Fix test
2022-11-17 16:01:14 +08:00
cc0ed7cf33
[Gemini] ZeROHookV2 -> GeminiZeROHook ( #1972 )
2022-11-17 14:43:49 +08:00
f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
2022-11-17 13:42:33 +08:00
7e24b9b9ee
[Gemini] clean no used MemTraceOp ( #1970 )
2022-11-17 13:41:54 +08:00
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
2022-11-16 23:12:31 +08:00
8c66a1d0aa
[polish] remove useless file _mem_tracer_hook.py ( #1963 )
2022-11-16 15:55:10 +08:00
c4739a725a
[Gemini] polish memstats collector ( #1962 )
2022-11-16 15:45:57 +08:00
fea3cb661c
[autoparallel] support addmm in tracer and solver ( #1961 )
...
* [fx] patch addmm
* [autoparallel] support addmm in tracer and solver
2022-11-16 14:59:18 +08:00
f7e276fa71
[Gemini] add GeminiAdamOptimizer ( #1960 )
2022-11-16 14:44:28 +08:00
7066dfbf82
[zero] fix memory leak for zero2 ( #1955 )
2022-11-16 11:43:24 +08:00
52c6ad26e0
[ColoTensor] reconfig ColoInitContext, decouple default_pg and default_dist_spec. ( #1953 )
2022-11-15 16:24:16 +08:00
598d456d0e
fixed logger
2022-11-15 16:00:07 +08:00
6877121377
updated flash attention api
2022-11-15 15:25:39 +08:00
36c0f3ea5b
[autoparallel] remove redundancy comm node ( #1893 )
2022-11-15 10:53:41 +08:00
e52f9d9109
[tensorparallel] fixed tp layers ( #1938 )
2022-11-14 17:34:03 +08:00
9f4fb3f28a
[ColoTensor] ColoInitContext initialize parameters in shard mode. ( #1937 )
2022-11-14 16:05:09 +08:00
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
2022-11-11 23:17:25 +08:00
14a0b18305
[NFC] polish colossalai/amp/naive_amp/__init__.py code style ( #1905 )
2022-11-11 17:49:18 +08:00
6e51d296f0
[zero] migrate zero1&2 ( #1878 )
...
* add zero1&2 optimizer
* rename test ditectory
* rename test files
* change tolerance in test
2022-11-11 09:26:40 +08:00
cc55ff0aa4
[autoparallel] user-friendly API for CheckpointSolver. ( #1879 )
...
Merge for SC tutorial
2022-11-10 20:59:28 +08:00
448248b27c
[fx] metainfo_trace as an API. ( #1873 )
...
* [fx] metainfo_trace as an API.
* [fx] add return.
2022-11-10 20:58:37 +08:00
986f8cbaa7
[inference] overlap comm and compute in Linear1D_Row when stream_chunk_num > 1 ( #1876 )
2022-11-10 17:36:42 +08:00
1b494ad73c
[autoparallel] fix linear logical convert issue ( #1857 )
2022-11-10 17:19:22 +08:00
c2947dadf1
[inference] streaming Linear 1D Row inference ( #1874 )
2022-11-10 17:03:21 +08:00
e6ec99d389
[utils] fixed lazy init context ( #1867 )
2022-11-10 15:17:20 +08:00
653b0a620e
added skip_bias_add for non-tp linear
2022-11-09 15:41:08 +08:00
94329fc139
[NFC] polish colossalai/amp/apex_amp/__init__.py code style ( #1853 )
2022-11-09 14:49:42 +08:00
1559a09fb7
[NFC] polish amp.naive_amp.grad_scaler code style
2022-11-09 13:38:15 +08:00
72c9448920
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/operator_handler.py code style ( #1845 )
2022-11-09 12:08:47 +08:00
b25030cc07
[NFC] polish ./colossalai/amp/torch_amp/__init__.py code style ( #1836 )
2022-11-09 12:08:47 +08:00
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>
2022-11-09 12:08:47 +08:00
5da03c936d
[NFC] polish colossalai/amp/torch_amp/_grad_scaler.py code style ( #1823 )
...
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-11-09 12:08:47 +08:00
399f84d8f6
[NFC] polish colossalai/amp/naive_amp/_fp16_optimizer.py code style ( #1819 )
2022-11-09 12:08:47 +08:00
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>
2022-11-09 12:08:47 +08:00
3c3714fc2a
[NFC] polish strategies_constructor.py code style ( #1806 )
2022-11-09 12:08:47 +08:00
3ce4463fe6
[utils] remove lazy_memory_allocate from ColoInitContext ( #1844 )
2022-11-09 11:50:33 +08:00
fba34efb5a
version to 0.1.11rc2 ( #1832 )
2022-11-08 17:25:15 +08:00
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
2022-11-08 17:03:50 +08:00
4268ae017b
[kernel] added jit warmup ( #1792 )
2022-11-08 16:22:23 +08:00
f6032ddb17
[autoparallel] fix bias addition module ( #1800 )
2022-11-08 16:21:25 +08:00
cd5a0d56fa
[Gemini] make gemini usage simple ( #1821 )
2022-11-08 15:53:13 +08:00
99870726b1
[CheckpointIO] a uniform checkpoint I/O module ( #1689 )
2022-11-08 15:15:13 +08:00
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
2022-11-08 15:05:26 +08:00
441d584e4a
[fx] add a symbolic_trace api. ( #1812 )
...
* [fx] add a symbolic_trace api.
* [fx] fix import errors.
2022-11-08 13:59:20 +08:00
e0da01ea71
[hotfix] fix build error when torch version >= 1.13 ( #1803 )
2022-11-08 09:40:24 +08:00
9639ea88fc
[kernel] more flexible flashatt interface ( #1804 )
2022-11-07 17:02:09 +08:00
20e255d4e8
MemStatsCollectorStatic ( #1765 )
2022-11-07 16:49:03 +08:00
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
2022-11-07 16:15:35 +08:00
501a9e9cd2
[hotfix] polish flash attention ( #1802 )
2022-11-07 14:30:22 +08:00
218c75fd9d
[NFC] polish type hint for shape consistency ( #1801 )
...
* [NFC] polish type hint for shape consistency
* polish code
* polish code
2022-11-07 14:13:03 +08:00
c248800359
[kernel] skip tests of flash_attn and triton when they are not available ( #1798 )
2022-11-07 13:41:13 +08:00
e34e850a4c
[autoparallel]add essential CommActions for broadcast oprands ( #1793 )
2022-11-04 18:36:42 +08:00
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
2022-11-04 10:55:09 +08:00
e8a9bebc87
[autoparallel] refactor and add rotorc. ( #1789 )
...
* [autoparallel] refactor and add rotorc.
* [autoparallel] refactor and add rotorc.
2022-11-03 12:32:51 +08:00
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
2022-11-03 12:31:33 +08:00
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
2022-11-02 16:11:34 +08:00
0b8161fab8
updated tp layers
2022-11-02 12:19:38 +08:00
cb5a587e9a
[hotfix] polish chunk import ( #1787 )
2022-11-02 12:10:52 +08:00
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
2022-11-01 22:53:51 +08:00
f3f19a5c47
[autoparallel] added matmul handler ( #1763 )
...
* [autoparallel] added matmul handler
* polish code
2022-11-01 15:14:53 +08:00
4df0194976
[Pipeline]Adapt to Pipelinable OPT ( #1782 )
2022-11-01 14:18:50 +08:00
27de252334
[autoparallel] fix conv handler numerical test ( #1771 )
2022-11-01 10:43:44 +08:00
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.
2022-11-01 10:43:15 +08:00
f34dab4270
[compatibility] ChunkMgr import error ( #1772 )
2022-10-28 14:48:54 +08:00
b0f7c8bde8
[autoparallel] update CommSpec to CommActions ( #1768 )
...
* [autoparallel] update CommSpec to CommActions
* polish code
2022-10-28 09:57:43 +08:00
b4cc59b61e
[autoparallel] add numerical test for node strategies ( #1760 )
...
* [autoparallel] add numerical test for node strategies
* polish code
* polish code
2022-10-27 10:42:54 +08:00
25952b67d7
[feat] add flash attention ( #1762 )
2022-10-26 16:15:52 +08:00
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.
2022-10-26 14:24:41 +08:00
63f250bbd4
fix file name ( #1759 )
...
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-10-25 16:48:48 +08:00
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
2022-10-25 14:32:22 +08:00
f9a613d660
[autoparallel] added binary elementwise node handler ( #1758 )
...
* [autoparallel] added binary elementwise node handler
* polish code
2022-10-25 14:32:01 +08:00
d2fc067231
[autoparallel] fix param hook issue in transform pass ( #1755 )
2022-10-24 13:13:38 +08:00
262652c8bc
[autoparallel] added addbmm handler ( #1751 )
2022-10-21 18:55:48 +08:00
980ed21723
[autoparallel] shard param and buffer as expected ( #1753 )
...
* [autoparallel] shard param and buffer as expected
* fix unit test issue
2022-10-21 15:45:13 +08:00
cdb7d5e7d2
[hotfix] autoparallel unit test ( #1752 )
2022-10-20 19:51:38 +08:00
a4ce180e85
[autoparallel] add sequential order to communication actions ( #1735 )
2022-10-20 18:48:18 +08:00
YuliangLiu0306