Zihao
18dbe76cae
[auto-parallel] add auto-offload feature ( #3154 )
...
* add auto-offload feature
* polish code
* fix syn offload runtime pass bug
* add offload example
* fix offload testing bug
* fix example testing bug
2 years ago
zbian
7bc0afc901
updated flash attention usage
2 years ago
Frank Lee
085e7f4eff
[test] fixed torchrec registration in model zoo ( #3177 )
...
* [test] fixed torchrec registration in model zoo
* polish code
* polish code
* polish code
2 years ago
Frank Lee
a9b8402d93
[booster] added the accelerator implementation ( #3159 )
2 years ago
Frank Lee
1ad3a636b1
[test] fixed torchrec model test ( #3167 )
...
* [test] fixed torchrec model test
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2 years ago
ver217
6ae8ed0407
[lazyinit] add correctness verification ( #3147 )
...
* [lazyinit] fix shared module
* [tests] add lazy init test utils
* [tests] add torchvision for lazy init
* [lazyinit] fix pre op fn
* [lazyinit] handle legacy constructor
* [tests] refactor lazy init test models
* [tests] refactor lazy init test utils
* [lazyinit] fix ops don't support meta
* [tests] lazy init test timm models
* [lazyinit] fix set data
* [lazyinit] handle apex layers
* [tests] lazy init test transformers models
* [tests] lazy init test torchaudio models
* [lazyinit] fix import path
* [tests] lazy init test torchrec models
* [tests] update torch version in CI
* [tests] revert torch version in CI
* [tests] skip lazy init test
2 years ago
Frank Lee
ed19290560
[booster] implemented mixed precision class ( #3151 )
...
* [booster] implemented mixed precision class
* polish code
2 years ago
YuliangLiu0306
ecd643f1e4
[test] add torchrec models to test model zoo ( #3139 )
2 years ago
ver217
14a115000b
[tests] model zoo add torchaudio models ( #3138 )
...
* [tests] model zoo add torchaudio models
* [tests] refactor torchaudio wavernn
* [tests] refactor fx torchaudio tests
2 years ago
Frank Lee
6d48eb0560
[test] added transformers models to test model zoo ( #3135 )
2 years ago
Frank Lee
a674c63348
[test] added torchvision models to test model zoo ( #3132 )
...
* [test] added torchvision models to test model zoo
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2 years ago
HELSON
1216d1e7bd
[tests] diffuser models in model zoo ( #3136 )
...
* [tests] diffuser models in model zoo
* remove useless code
* [tests] add diffusers to requirement-test
2 years ago
YuliangLiu0306
2eca4cd376
[DTensor] refactor dtensor with new components ( #3089 )
...
* [DTensor] refactor dtensor with new components
* polish
2 years ago
Frank Lee
86ac782d7c
[test] added timm models to test model zoo ( #3129 )
...
* [test] added timm models to test model zoo
* polish code
* polish code
* polish code
* polish code
* polish code
2 years ago
Xuanlei Zhao
30dd13c450
[autochunk] support complete benchmark ( #3121 )
...
* refact memory code
* dont log free var memory
* add memory align
* update chunk target
* update setting for new memory
* finish test
* update tracer
* update typo
* update test
* add unet test
* add bench
* update bench
* update bench
* init
* support vit
* move to cpu
* add cpu benchmark
2 years ago
Super Daniel
fff98f06ed
[analyzer] a minimal implementation of static graph analyzer ( #2852 )
...
* [hotfix] meta tensor default device.
* [siu] add experimental submodules to main branch.
* [siu]
* [siu]
* [analyzer] init.
* [analyzer] readme.
* [analyzer] readme.
* [analyzer] readme.
* [analyzer] readme.
* [test] add test.
* Update symbolic_trace.py
* mark skip tests.
* try except.
* try except.
* try except.
* s
* init
* init
* fix
* skip
* skip
---------
Co-authored-by: Daniel Shao <superdainiu@MININT-PVARVID.fareast.corp.microsoft.com>
Co-authored-by: Daniel Shao <superdainiu@Daniels-Mac.local>
2 years ago
Xuanlei Zhao
10c61de2f7
[autochunk] support vit ( #3084 )
...
support vit for autochunk
* support some new ops for vit
* fix some bugs
* add test for vit
2 years ago
YuliangLiu0306
8e4e8601b7
[DTensor] implement layout converter ( #3055 )
...
* [DTensor] refactor LayoutConverter for DTensor
* polish code
* polish docstring
2 years ago
Xuanlei Zhao
2ca9728cbb
[autochunk] refactor chunk memory estimation ( #2762 )
...
* refact memory code
* dont log free var memory
* add memory align
* update chunk target
* update setting for new memory
* finish test
* update tracer
* update typo
* update test
2 years ago
YuliangLiu0306
29386a54e6
[DTensor] refactor CommSpec ( #3034 )
2 years ago
YuliangLiu0306
4269196c79
[hotfix] skip auto checkpointing tests ( #3029 )
...
* [hotfix] skip auto checkpointing tests
* fix test name issue
2 years ago
YuliangLiu0306
cd2b0eaa8d
[DTensor] refactor sharding spec ( #2987 )
...
* [autoparallel] refactor sharding spec
* rename function name
2 years ago
YuliangLiu0306
e414e4092b
[DTensor] implementation of dtensor ( #2946 )
...
* [DTensor] implementation of dtensor
* test layout convert
* polish
2 years ago
YuliangLiu0306
197d0bf4ed
[autoparallel] apply repeat block to reduce solving time ( #2912 )
2 years ago
YuliangLiu0306
819e25d8b1
[hotfix] fix autoparallel compatibility test issues ( #2754 )
2 years ago
YuliangLiu0306
0f392d7403
[autoparallel] find repeat blocks ( #2854 )
...
* [autoparallel] find repeat blocks
* polish
* polish
* polish
2 years ago
Boyuan Yao
c7764d3f22
[autoparallel] Patch meta information of `torch.where` ( #2822 )
...
* [autoparallel] patch meta information of torch.where
* [autoparallel] pre-commit modified
2 years ago
Boyuan Yao
fcc4097efa
[autoparallel] Patch meta information of `torch.tanh()` and `torch.nn.Dropout` ( #2773 )
...
* [autoparallel] tanh meta information
* [autoparallel] remove redundant code
* [autoparallel] patch meta information of torch.nn.Dropout
2 years ago
Boyuan Yao
7ea6bc7f69
[autoparallel] Patch tensor related operations meta information ( #2789 )
...
* [autoparallel] tensor related meta information prototype
* [autoparallel] tensor related meta information
* [autoparallel] tensor related meta information
* [autoparallel] tensor related meta information
* [autoparallel] tensor related meta information
2 years ago
HELSON
56ddc9ca7a
[hotfix] add correct device for fake_param ( #2796 )
2 years ago
Boyuan Yao
a2b43e393d
[autoparallel] Patch meta information of `torch.nn.Embedding` ( #2760 )
...
* [autoparallel] embedding metainfo
* [autoparallel] fix function name in test_activation_metainfo
* [autoparallel] undo changes in activation metainfo and related tests
2 years ago
YuliangLiu0306
1dc003c169
[autoparallel] distinguish different parallel strategies ( #2699 )
2 years ago
YuliangLiu0306
21d6a48f4d
[autoparallel] add shard option ( #2696 )
...
* [autoparallel] add shard option
* polish
2 years ago
YuliangLiu0306
cb2c6a2415
[autoparallel] refactor runtime pass ( #2644 )
...
* [autoparallel] refactor runtime pass
* add unit test
* polish
2 years ago
YuliangLiu0306
0b2a738393
[autoparallel] remove deprecated codes ( #2664 )
2 years ago
YuliangLiu0306
7fa6be49d2
[autoparallel] test compatibility for gemini and auto parallel ( #2700 )
2 years ago
Boyuan Yao
40c916b192
[autoparallel] Patch meta information of `torch.nn.functional.softmax` and `torch.nn.Softmax` ( #2674 )
...
* [autoparallel] softmax metainfo
* [autoparallel] softmax metainfo
2 years ago
HELSON
8213f89fd2
[gemini] add fake_release_chunk for keep-gathered chunk in the inference mode ( #2671 )
2 years ago
Boyuan Yao
0385b26ebf
[autoparallel] Patch meta information of `torch.nn.LayerNorm` ( #2647 )
...
* [autoparallel] layernorm metainfo patch
* [autoparallel] polish test
2 years ago
YuliangLiu0306
37df666f38
[autoparallel] refactor handlers which reshape input tensors ( #2615 )
...
* [autoparallel] refactor handlers which reshape input tensors
* polish
2 years ago
YuliangLiu0306
cb3d1bef62
[autoparallel] adapt autoparallel tests with latest api ( #2626 )
2 years ago
Boyuan Yao
90a9fdd91d
[autoparallel] Patch meta information of `torch.matmul` ( #2584 )
...
* [autoparallel] matmul metainfo
* [auto_parallel] remove unused print
* [tests] skip test_matmul_handler when torch version is lower than 1.12.0
2 years ago
oahzxl
6ba8364881
[autochunk] support diffusion for autochunk ( #2621 )
...
* add alphafold benchmark
* renae alphafold test
* rename tests
* rename diffuser
* renme
* rename
* update transformer
* update benchmark
* update benchmark
* update bench memory
* update transformer benchmark
* rename
* support diffuser
* support unet metainfo prop
* fix bug and simplify code
* update linear and support some op
* optimize max region search, support conv
* update unet test
* support some op
* support groupnorm and interpolate
* update flow search
* add fix dim in node flow
* fix utils
* rename
* support diffusion
* update diffuser
* update chunk search
* optimize imports
* import
* finish autochunk
2 years ago
oahzxl
c4b15661d7
[autochunk] add benchmark for transformer and alphafold ( #2543 )
2 years ago
oahzxl
05671fcb42
[autochunk] support multi outputs chunk search ( #2538 )
...
Support multi outputs chunk search. Previously we only support single output chunk search. It is more flexible and improve performance by a large margin. For transformer, we reduce memory by 40% than previous search strategy.
1. rewrite search strategy to support multi outputs chunk search
2. fix many, many bugs
3. update tests
2 years ago
oahzxl
63199c6687
[autochunk] support transformer ( #2526 )
2 years ago
Frank Lee
b55deb0662
[workflow] only report coverage for changed files ( #2524 )
...
* [workflow] only report coverage for changed files
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
* polish file
2 years ago
HELSON
b528eea0f0
[zero] add zero wrappers ( #2523 )
...
* [zero] add zero wrappers
* change names
* add wrapper functions to init
2 years ago
HELSON
077a5cdde4
[zero] fix gradient clipping in hybrid parallelism ( #2521 )
...
* [zero] fix gradient clipping in hybrid parallelism
* [testing] change model name to avoid pytest warning
* [hotfix] fix unit testing
2 years ago
HELSON
707b11d4a0
[gemini] update ddp strict mode ( #2518 )
...
* [zero] add strict ddp mode for chunk init
* [gemini] update gpt example
2 years ago
HELSON
2d1a7dfe5f
[zero] add strict ddp mode ( #2508 )
...
* [zero] add strict ddp mode
* [polish] add comments for strict ddp mode
* [zero] fix test error
2 years ago
oahzxl
c04f183237
[autochunk] support parsing blocks ( #2506 )
2 years ago
oahzxl
72341e65f4
[auto-chunk] support extramsa ( #3 ) ( #2504 )
2 years ago
oahzxl
ecccc91f21
[autochunk] support autochunk on evoformer ( #2497 )
2 years ago
HELSON
d565a24849
[zero] add unit testings for hybrid parallelism ( #2486 )
2 years ago
oahzxl
4953b4ace1
[autochunk] support evoformer tracer ( #2485 )
...
support full evoformer tracer, which is a main module of alphafold. previously we just support a simplifed version of it.
1. support some evoformer's op in fx
2. support evoformer test
3. add repos for test code
2 years ago
YuliangLiu0306
67e1912b59
[autoparallel] support origin activation ckpt on autoprallel system ( #2468 )
2 years ago
HELSON
21c88220ce
[zero] add unit test for low-level zero init ( #2474 )
2 years ago
HELSON
a5dc4253c6
[zero] polish low level optimizer ( #2473 )
2 years ago
Jiarui Fang
867c8c2d3a
[zero] low level optim supports ProcessGroup ( #2464 )
2 years ago
YuliangLiu0306
8221fd7485
[autoparallel] update binary elementwise handler ( #2451 )
...
* [autoparallel] update binary elementwise handler
* polish
2 years ago
HELSON
5521af7877
[zero] fix state_dict and load_state_dict for ddp ignored parameters ( #2443 )
...
* [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
YuliangLiu0306
41429b9b28
[autoparallel] add shard option ( #2423 )
2 years ago
HELSON
bb4e9a311a
[zero] add inference mode and its unit test ( #2418 )
2 years ago
oahzxl
61fdd3464a
update doc
2 years ago
oahzxl
36ab2cb783
change import
2 years ago
oahzxl
7ab2db206f
adapt new fx
2 years ago
oahzxl
e532679c95
Merge branch 'main' of https://github.com/oahzxl/ColossalAI into chunk
2 years ago
oahzxl
c1492e5013
add test in import
2 years ago
HELSON
ea13a201bb
[polish] polish code for get_static_torch_model ( #2405 )
...
* [gemini] polish code
* [testing] remove code
* [gemini] make more robust
2 years ago
oahzxl
212b5b1b5f
add comments
2 years ago
oahzxl
aafc3516a5
add available
2 years ago
oahzxl
d5c4f0bf95
code style
2 years ago
oahzxl
d106b271f8
add chunk search test
2 years ago
oahzxl
a005965d2d
update codegen test
2 years ago
oahzxl
3abbaf8bc6
update codegen test
2 years ago
oahzxl
74b81395a2
update codegen test
2 years ago
oahzxl
18a51c87fe
rename test
2 years ago
oahzxl
cb68ee864a
set benchmark
2 years ago
Jiarui Fang
4e96039649
[device] find best logical mesh
2 years ago
Frank Lee
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
oahzxl
a6cdbf9161
seperate trace flow
2 years ago
oahzxl
da4076846d
rename
2 years ago
oahzxl
fd87d78a28
rename ambiguous variable
2 years ago
oahzxl
8a634af2f5
close mem and code print
2 years ago
oahzxl
1a6d2a740b
take apart chunk code gen
2 years ago
HELSON
48d33b1b17
[gemini] add get static torch model ( #2356 )
2 years ago
oahzxl
d1f0773182
rename
2 years ago
oahzxl
06a5355d98
update test
2 years ago
oahzxl
efb1c64c30
restruct dir
2 years ago
YuliangLiu0306
b5a3a4a65f
[device] find best logical mesh
2 years ago
YuliangLiu0306
9c9246c0d9
[device] alpha beta profiler ( #2311 )
...
* [device] alpha beta profiler
* add usage
* fix variable name
2 years ago
Jiarui Fang
db6eea3583
[builder] reconfig op_builder for pypi install ( #2314 )
2 years ago
HELSON
5d3a2be3af
[amp] add gradient clipping for unit tests ( #2283 )
...
* [amp] add gradient clipping in unit tests
* fix bugs
2 years ago
zbian
e94c79f15b
improved allgather & reducescatter for 3d
2 years ago
YuliangLiu0306
fb87322773
[autoparallel] fix spelling error ( #2270 )
2 years ago
YuliangLiu0306
8897b8f753
[autoparallel] autoparallel initialize ( #2238 )
2 years ago
YuliangLiu0306
3b1b91eaf4
[autoparallel] record parameter attribute in colotracer ( #2217 )
...
* [autoparallel] record parameter attribute in collotracer
* [autoparallel] fix construct_meta_info bug
2 years ago
Boyuan Yao
24246f7aa5
[autoparallel] Attach input, buffer and output tensor to MetaInfo class ( #2162 )
...
* [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
* [autoparallel] memory estimation for communication actions
* [autoparallel] fix docstring
* [autoparallel] fix variables name
* [autoparallel] attach tensor to metainfo class
* [autoparallel] fix dangerous try except
* [autoparallel] attach memory cost to shape consistency node
* [autoparallel] attach shape consistency node's metainfo to the node
* [autoparallel] remove todo in shape consistency memory estimation
* [autoparallel] fix the annotation
2 years ago
YuliangLiu0306
78509124d3
[autoparallel] update getitem handler ( #2207 )
2 years ago
YuliangLiu0306
4851f2d607
[autoparallel] update_getattr_handler ( #2193 )
2 years ago
YuliangLiu0306
f10ce01e31
[autoparallel] add gpt2 performance test code ( #2194 )
2 years ago
HELSON
a3100bd50d
[testing] add beit model for unit testings ( #2196 )
...
* [testing] add beit model
* [beit] fix bugs
* [beit] fix bugs
* [testing] fix bugs
2 years ago
HELSON
2458659919
[zero] fix error for BEiT models ( #2169 )
...
* [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
355ffb386e
[builder] unified cpu_optim fused_optim inferface ( #2190 )
2 years ago
Jiarui Fang
9587b080ba
[builder] use runtime builder for fused_optim ( #2189 )
2 years ago
Jiarui Fang
bc0e271e71
[buider] use builder() for cpu adam and fused optim in setup.py ( #2187 )
2 years ago
Jiarui Fang
d42afd30f8
[builder] runtime adam and fused_optim builder ( #2184 )
2 years ago
YuliangLiu0306
550f8f8905
[autoparallel] integrate_gpt_related_tests ( #2134 )
...
* [autoparallel] integrate_gpt_related_tests
* polish code
* polish code
* add GPT2Model into runtime test
2 years ago
Jiarui Fang
27327a4c90
[example] add palm pytorch version ( #2172 )
2 years ago
Jiarui Fang
b87496a66b
[hotfix] fix auto policy of test_sharded_optim_v2 ( #2157 )
2 years ago
YuliangLiu0306
16335cb537
[hotfix] fix aten default bug ( #2158 )
2 years ago
Jiarui Fang
2827f41898
[Gemini] GeminiDPP convert to PyTorch Module. ( #2151 )
2 years ago
アマデウス
077a66dd81
updated attention kernel ( #2133 )
2 years ago
YuliangLiu0306
536560ccc0
[autoparallel] implement softmax handler ( #2132 )
2 years ago
Jiarui Fang
c89c66a858
[Gemini] update API of the chunkmemstatscollector. ( #2129 )
2 years ago
Jiarui Fang
2938edf446
[Gemini] update the non model data record method in runtime memory tracer ( #2128 )
2 years ago
Jiarui Fang
deee317b0f
[Gemini] test step-tensor mapping using repeated_computed_layers.py ( #2127 )
2 years ago
Jiarui Fang
8fac837679
[Gemini] update non model data calculation method ( #2126 )
2 years ago
Jiarui Fang
5efda69735
[Gemini] hotfix the unittest bugs ( #2125 )
2 years ago
Jiarui Fang
05bb28aacf
[Gemini] mapping of preop timestep and param ( #2124 )
2 years ago
YuliangLiu0306
cd0af9f7f6
[autoparallel] gpt2lp runtimee test ( #2113 )
2 years ago
Jiarui Fang
9214d1fe28
[Gemini] chunk init using runtime visited param order ( #2115 )
2 years ago
HELSON
e7d3afc9cc
[optimizer] add div_scale for optimizers ( #2117 )
...
* [optimizer] add div_scale for optimizers
* [zero] use div_scale in zero optimizer
* fix testing error
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
Ziyue Jiang
09d69e1c25
[PP Middleware] Add bwd and step for PP middleware ( #2111 )
...
* add bwd and step for PP middleware
* pre-commit
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
HELSON
63fbba3c19
[zero] add L2 gradient clipping for ZeRO ( #2112 )
...
* [zero] add L2 gradient clipping
* [testing] add MlpModel
* [zero] add unit test for grad clipping
* fix atol
2 years ago
Jiarui Fang
70a8556946
[gemini] get the param visited order during runtime ( #2108 )
2 years ago
YuliangLiu0306
d87baa85d9
[autoparallel] support linear function bias addition ( #2104 )
2 years ago
YuliangLiu0306
0fecbb9e20
[autoparallel] support addbmm computation ( #2102 )
2 years ago
YuliangLiu0306
d3d4630495
[autoparallel] add sum handler ( #2101 )
2 years ago
Ziyue Jiang
e4705ba4e2
[Pipeline Middleware] fix data race in Pipeline Scheduler for DAG ( #2087 )
...
* add DAG test case
* fix datarace by adjusting theposition of lock
* polish code
* fix pytest for middleware
* remove test
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2 years ago
YuliangLiu0306
b175e6d58e
[autoparallel] add bias addtion function class ( #2098 )
...
* [autoparallel] add bias addtion function class
* polish code
* polish
2 years ago
YuliangLiu0306
3af7e65dea
[autoparallel] complete gpt related module search ( #2097 )
2 years ago
Jiarui Fang
85efb7ac2e
[Gemini] gemini use the runtime memory tracer (RMT) ( #2099 )
2 years ago
Jiarui Fang
978242326a
[Gemini] remove eval in gemini unittests! ( #2092 )
2 years ago
YuliangLiu0306
7f72eb0510
[autoparallel]add embedding handler ( #2089 )
...
* [autoparallel] add embedding handler
* fix bugs
2 years ago
Jiarui Fang
1fca5d79ea
[Gemini] remove GLOBAL_MODEL_DATA_TRACER ( #2091 )
2 years ago
Jiarui Fang
25abae6d7f
[Gemini] use MemStats in Runtime Memory tracer ( #2088 )
2 years ago
Jiarui Fang
33f4412102
[Gemini] use MemStats to store the tracing data. Seperate it from Collector. ( #2084 )
2 years ago
Jiarui Fang
1f99205827
[Gemini] remove static tracer ( #2083 )
2 years ago
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