Boyuan Yao
7a58dc5ad2
Update metainfo patch branch ( #2517 )
...
* init
* rename and remove useless func
* basic chunk
* add evoformer
* align evoformer
* add meta
* basic chunk
* basic memory
* finish basic inference memory estimation
* finish memory estimation
* fix bug
* finish memory estimation
* add part of index tracer
* finish basic index tracer
* add doc string
* add doc str
* polish code
* polish code
* update active log
* polish code
* add possible region search
* finish region search loop
* finish chunk define
* support new op
* rename index tracer
* finishi codegen on msa
* redesign index tracer, add source and change compute
* pass outproduct mean
* code format
* code format
* work with outerproductmean and msa
* code style
* code style
* code style
* code style
* change threshold
* support check_index_duplicate
* support index dupilictae and update loop
* support output
* update memory estimate
* optimise search
* fix layernorm
* move flow tracer
* refactor flow tracer
* format code
* refactor flow search
* code style
* adapt codegen to prepose node
* code style
* remove abandoned function
* remove flow tracer
* code style
* code style
* reorder nodes
* finish node reorder
* update run
* code style
* add chunk select class
* add chunk select
* code style
* add chunksize in emit, fix bug in reassgin shape
* code style
* turn off print mem
* add evoformer openfold init
* init openfold
* add benchmark
* add print
* code style
* code style
* init openfold
* update openfold
* align openfold
* use max_mem to control stratge
* update source add
* add reorder in mem estimator
* improve reorder efficeincy
* support ones_like, add prompt if fit mode search fail
* fix a bug in ones like, dont gen chunk if dim size is 1
* fix bug again
* update min memory stratege, reduce mem usage by 30%
* last version of benchmark
* refactor structure
* restruct dir
* update test
* rename
* take apart chunk code gen
* close mem and code print
* code format
* rename ambiguous variable
* seperate flow tracer
* seperate input node dim search
* seperate prepose_nodes
* seperate non chunk input
* seperate reorder
* rename
* ad reorder graph
* seperate trace flow
* code style
* code style
* fix typo
* set benchmark
* rename test
* update codegen test
* Fix state_dict key missing issue of the ZeroDDP (#2363 )
* Fix state_dict output for ZeroDDP duplicated parameters
* Rewrite state_dict based on get_static_torch_model
* Modify get_static_torch_model to be compatible with the lower version (ZeroDDP)
* update codegen test
* update codegen test
* add chunk search test
* code style
* add available
* [hotfix] fix gpt gemini example (#2404 )
* [hotfix] fix gpt gemini example
* [example] add new assertions
* remove autochunk_available
* [workflow] added nightly release to pypi (#2403 )
* add comments
* code style
* add doc for search chunk
* [doc] updated readme regarding pypi installation (#2406 )
* add doc for search
* [doc] updated kernel-related optimisers' docstring (#2385 )
* [doc] updated kernel-related optimisers' docstring
* polish doc
* rename trace_index to trace_indice
* rename function from index to indice
* rename
* rename in doc
* [polish] polish code for get_static_torch_model (#2405 )
* [gemini] polish code
* [testing] remove code
* [gemini] make more robust
* rename
* rename
* remove useless function
* [worfklow] added coverage test (#2399 )
* [worfklow] added coverage test
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* add doc for trace indice
* [docker] updated Dockerfile and release workflow (#2410 )
* add doc
* update doc
* add available
* change imports
* add test in import
* [workflow] refactored the example check workflow (#2411 )
* [workflow] refactored the example check workflow
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* Update parallel_context.py (#2408 )
* [hotfix] add DISTPAN argument for benchmark (#2412 )
* change the benchmark config file
* change config
* revert config file
* rename distpan to distplan
* [workflow] added precommit check for code consistency (#2401 )
* [workflow] added precommit check for code consistency
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
* adapt new fx
* [workflow] added translation for non-english comments (#2414 )
* [setup] refactored setup.py for dependency graph (#2413 )
* change import
* update doc
* [workflow] auto comment if precommit check fails (#2417 )
* [hotfix] add norm clearing for the overflow step (#2416 )
* [examples] adding tflops to PaLM (#2365 )
* [workflow]auto comment with test coverage report (#2419 )
* [workflow]auto comment with test coverage report
* polish code
* polish yaml
* [doc] added documentation for CI/CD (#2420 )
* [doc] added documentation for CI/CD
* polish markdown
* polish markdown
* polish markdown
* [example] removed duplicated stable diffusion example (#2424 )
* [zero] add inference mode and its unit test (#2418 )
* [workflow] report test coverage even if below threshold (#2431 )
* [example] improved the clarity yof the example readme (#2427 )
* [example] improved the clarity yof the example readme
* polish workflow
* polish workflow
* polish workflow
* polish workflow
* polish workflow
* polish workflow
* [ddp] add is_ddp_ignored (#2434 )
[ddp] rename to is_ddp_ignored
* [workflow] make test coverage report collapsable (#2436 )
* [autoparallel] add shard option (#2423 )
* [fx] allow native ckpt trace and codegen. (#2438 )
* [cli] provided more details if colossalai run fail (#2442 )
* [autoparallel] integrate device mesh initialization into autoparallelize (#2393 )
* [autoparallel] integrate device mesh initialization into autoparallelize
* add megatron solution
* update gpt autoparallel examples with latest api
* adapt beta value to fit the current computation cost
* [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
* [example] updated the hybrid parallel tutorial (#2444 )
* [example] updated the hybrid parallel tutorial
* polish code
* [zero] add warning for ignored parameters (#2446 )
* [example] updated large-batch optimizer tutorial (#2448 )
* [example] updated large-batch optimizer tutorial
* polish code
* polish code
* [example] fixed seed error in train_dreambooth_colossalai.py (#2445 )
* [workflow] fixed the on-merge condition check (#2452 )
* [workflow] automated the compatiblity test (#2453 )
* [workflow] automated the compatiblity test
* polish code
* [autoparallel] update binary elementwise handler (#2451 )
* [autoparallel] update binary elementwise handler
* polish
* [workflow] automated bdist wheel build (#2459 )
* [workflow] automated bdist wheel build
* polish workflow
* polish readme
* polish readme
* Fix False warning in initialize.py (#2456 )
* Update initialize.py
* pre-commit run check
* [examples] update autoparallel tutorial demo (#2449 )
* [examples] update autoparallel tutorial demo
* add test_ci.sh
* polish
* add conda yaml
* [cli] fixed hostname mismatch error (#2465 )
* [example] integrate autoparallel demo with CI (#2466 )
* [example] integrate autoparallel demo with CI
* polish code
* polish code
* polish code
* polish code
* [zero] low level optim supports ProcessGroup (#2464 )
* [example] update vit ci script (#2469 )
* [example] update vit ci script
* [example] update requirements
* [example] update requirements
* [example] integrate seq-parallel tutorial with CI (#2463 )
* [zero] polish low level optimizer (#2473 )
* polish pp middleware (#2476 )
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
* [example] update gpt gemini example ci test (#2477 )
* [zero] add unit test for low-level zero init (#2474 )
* [workflow] fixed the skip condition of example weekly check workflow (#2481 )
* [example] stable diffusion add roadmap
* add dummy test_ci.sh
* [example] stable diffusion add roadmap (#2482 )
* [CI] add test_ci.sh for palm, opt and gpt (#2475 )
* polish code
* [example] titans for gpt
* polish readme
* remove license
* polish code
* update readme
* [example] titans for gpt (#2484 )
* [autoparallel] support origin activation ckpt on autoprallel system (#2468 )
* [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
* [example] fix requirements (#2488 )
* [zero] add unit testings for hybrid parallelism (#2486 )
* [hotfix] gpt example titans bug #2493
* polish code and fix dataloader bugs
* [hotfix] gpt example titans bug #2493 (#2494 )
* [fx] allow control of ckpt_codegen init (#2498 )
* [fx] allow control of ckpt_codegen init
Currently in ColoGraphModule, ActivationCheckpointCodeGen will be set automatically in __init__. But other codegen can't be set if so.
So I add an arg to control whether to set ActivationCheckpointCodeGen in __init__.
* code style
* [example] dreambooth example
* add test_ci.sh to dreambooth
* [autochunk] support autochunk on evoformer (#2497 )
* Revert "Update parallel_context.py (#2408 )"
This reverts commit 7d5640b9db#2483 )
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
* [auto-chunk] support extramsa (#3 ) (#2504 )
* [utils] lazy init. (#2148 )
* [utils] lazy init.
* [utils] remove description.
* [utils] complete.
* [utils] finalize.
* [utils] fix names.
* [autochunk] support parsing blocks (#2506 )
* [zero] add strict ddp mode (#2508 )
* [zero] add strict ddp mode
* [polish] add comments for strict ddp mode
* [zero] fix test error
* [doc] update opt and tutorial links (#2509 )
* [workflow] fixed changed file detection (#2515 )
Co-authored-by: oahzxl <xuanlei.zhao@gmail.com>
Co-authored-by: eric8607242 <e0928021388@gmail.com>
Co-authored-by: HELSON <c2h214748@gmail.com>
Co-authored-by: Frank Lee <somerlee.9@gmail.com>
Co-authored-by: Haofan Wang <haofanwang.ai@gmail.com>
Co-authored-by: Jiarui Fang <fangjiarui123@gmail.com>
Co-authored-by: ZijianYY <119492445+ZijianYY@users.noreply.github.com>
Co-authored-by: YuliangLiu0306 <72588413+YuliangLiu0306@users.noreply.github.com>
Co-authored-by: Super Daniel <78588128+super-dainiu@users.noreply.github.com>
Co-authored-by: ver217 <lhx0217@gmail.com>
Co-authored-by: Ziyue Jiang <ziyue.jiang97@gmail.com>
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
Co-authored-by: oahzxl <43881818+oahzxl@users.noreply.github.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
Co-authored-by: Fazzie-Maqianli <55798671+Fazziekey@users.noreply.github.com>
Co-authored-by: アマデウス <kurisusnowdeng@users.noreply.github.com>
2023-01-27 09:52:21 +08:00
Zihao
3a02b46447
[auto-parallel] refactoring ColoTracer ( #2118 )
...
* add meta_data_computing
* add checkpoint_annotation
* rename proxy.data to proxy.meta_data and add bias addition pass
* polish code
* delete meta_prop_pass invoke and rename ori_node to orig_node
* add TracerType
* unify meta data computing
* delete TracerType
* handle setitem operation
* operator.setitem
2023-01-04 14:44:22 +08:00
YuliangLiu0306
3b1b91eaf4
[autoparallel] record parameter attribute in colotracer ( #2217 )
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* [autoparallel] record parameter attribute in collotracer
* [autoparallel] fix construct_meta_info bug
2022-12-28 19:29:08 +08:00
YuliangLiu0306
d87baa85d9
[autoparallel] support linear function bias addition ( #2104 )
2022-12-09 10:31:36 +08:00
YuliangLiu0306
0fecbb9e20
[autoparallel] support addbmm computation ( #2102 )
2022-12-08 21:15:11 +08:00
YuliangLiu0306
b175e6d58e
[autoparallel] add bias addtion function class ( #2098 )
...
* [autoparallel] add bias addtion function class
* polish code
* polish
2022-12-08 11:31:51 +08:00
Super Daniel
2bf2d1cd3b
[fx] An experimental version of ColoTracer.' ( #2002 )
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* [fx] add a symbolic_trace api.
* [fx] fix import errors.
* [fx] ColoTracer experimental.
2022-12-07 18:36:17 +08:00
Super Daniel
2edbef13cc
[fx] add more meta_registry for MetaTensor execution. ( #2000 )
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* [sc] add examples for auto checkpoint.
* merge upstream
* [fx] add more meta_registry for MetaTensor execution.
2022-11-23 10:55:46 +08:00
YuliangLiu0306
fea3cb661c
[autoparallel] support addmm in tracer and solver ( #1961 )
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* [fx] patch addmm
* [autoparallel] support addmm in tracer and solver
2022-11-16 14:59:18 +08:00
YuliangLiu0306
f6032ddb17
[autoparallel] fix bias addition module ( #1800 )
2022-11-08 16:21:25 +08:00
Super Daniel
441d584e4a
[fx] add a symbolic_trace api. ( #1812 )
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* [fx] add a symbolic_trace api.
* [fx] fix import errors.
2022-11-08 13:59:20 +08:00
YuliangLiu0306
e34e850a4c
[autoparallel]add essential CommActions for broadcast oprands ( #1793 )
2022-11-04 18:36:42 +08:00
YuliangLiu0306
2c4c7b3618
[autoparallel] add getattr handler ( #1767 )
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* [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
YuliangLiu0306
e859380bf7
[fx] support module with bias addition ( #1780 )
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* [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
Super Daniel
1e88811c7a
[autoparallel] move ckpt solvers to autoparallel folder / refactor code ( #1764 )
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* [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
Super Daniel
0584654c79
[fx] refactor memory utils and extend shard utils. ( #1754 )
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* [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
Frank Lee
262652c8bc
[autoparallel] added addbmm handler ( #1751 )
2022-10-21 18:55:48 +08:00
Super Daniel
d967779a32
[fx/profiler] tuned the calculation of memory estimation ( #1619 )
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* [fx] tuned the meta info and rotor solver.
* [fx] remove import.
* [fx] remove import.
* [fx] remove import.
* [fx] tune the meta calculations.
* [fx] polish comments.
* [fx] remove assertions.
* [fx] modify test cases.
* [fx] modify test cases.
* [fx] optimize import.
* [fx
2022-09-23 10:59:47 +08:00
Xue Fuzhao
e070ca45c6
[NFC] polish colossalai/fx/tracer/meta_patch/patched_module/convolution.py code style ( #1563 )
2022-09-08 22:11:04 +08:00
Super Daniel
d8a5aded19
[hotfix] change namespace for meta_trace. ( #1541 )
2022-09-06 11:46:12 +08:00
Super Daniel
70129603aa
[fx] support meta tracing for aten level computation graphs like functorch. ( #1536 )
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* [fx] support meta tracing for aten level computation graphs like functorch.
* [fx] support meta tracing for aten level computation graphs like functorch.
* [fx] remove redundant import.
* [fx] add docstring.
2022-09-05 12:10:09 +08:00
YuliangLiu0306
4b3d6caeb3
[fx]patch nn.functional convolution ( #1528 )
2022-09-01 19:05:07 +08:00
YuliangLiu0306
413c053453
[autoparallel] add cost graph class ( #1481 )
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* [autoparallel] add cost graph class
* polish code
2022-08-25 17:19:59 +08:00
Frank Lee
3da68d6b1b
[fx] fixed adapative pooling size concatenation error ( #1489 )
2022-08-25 09:05:07 +08:00
Frank Lee
7d6293927f
[fx] patched torch.max and data movement operator ( #1391 )
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* [fx] patched torch.max and data movement operator
* polish code
2022-08-01 15:31:50 +08:00
Frank Lee
ad678921db
[fx] patched torch.full for huggingface opt ( #1386 )
2022-07-29 17:56:28 +08:00
Super Daniel
be229217ce
[fx] add torchaudio test ( #1369 )
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* [fx]add torchaudio test
* [fx]add torchaudio test
* [fx] add torchaudio test
* [fx] add torchaudio test
* [fx] add torchaudio test
* [fx] add torchaudio test
* [fx] add torchaudio test
* [fx] add torchaudio test and test patches
* Delete ~
* [fx] add patches and patches test
* [fx] add patches and patches test
* [fx] fix patches
* [fx] fix rnn patches
* [fx] fix rnn patches
* [fx] fix rnn patches
* [fx] fix rnn patches
* [fx] merge upstream
* [fx] fix import errors
2022-07-27 11:03:14 +08:00
ver217
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
2022-07-21 15:54:53 +08:00
Frank Lee
274c1a3b5f
[fx] fixed apex normalization patch exception ( #1352 )
2022-07-21 15:29:11 +08:00
Frank Lee
05fae1fd56
[fx] added activation checkpointing annotation ( #1349 )
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* [fx] added activation checkpointing annotation
* polish code
* polish code
2022-07-21 11:14:28 +08:00
YuliangLiu0306
942c8cd1fb
[fx] refactor tracer to trace complete graph ( #1342 )
...
* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
2022-07-20 11:20:38 +08:00
YuliangLiu0306
4631fef8a0
[fx]refactor tracer ( #1335 )
2022-07-19 15:50:42 +08:00
Frank Lee
75abc75c15
[fx] fixed compatiblity issue with torch 1.10 ( #1331 )
2022-07-18 11:41:27 +08:00
Frank Lee
b2475d8c5c
[fx] fixed unit tests for torch 1.12 ( #1327 )
2022-07-15 18:22:15 +08:00
Frank Lee
4f4d8c3656
[fx] added apex normalization to patched modules ( #1300 )
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* [fx] added apex normalization to patched modules
* remove unused imports
2022-07-14 14:24:13 +08:00
Frank Lee
4a09fc0947
[fx] fixed tracing with apex-based T5 model ( #1252 )
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* [fx] fixed tracing with apex-based T5 model
* polish code
* polish code
2022-07-12 15:19:25 +08:00
Frank Lee
7531c6271f
[fx] refactored the file structure of patched function and module ( #1238 )
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* [fx] refactored the file structure of patched function and module
* polish code
2022-07-12 15:01:58 +08:00
Frank Lee
84f2298a96
[fx] added patches for tracing swin transformer ( #1228 )
2022-07-07 15:20:13 +08:00
Frank Lee
b6cb5a47ad
[fx] added timm model tracing testing ( #1221 )
2022-07-07 14:02:17 +08:00
Frank Lee
11973d892d
[fx] added torchvision model tracing testing ( #1216 )
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* [fx] added torchvision model tracing testing
* remove unused imports
2022-07-06 21:37:56 +08:00
Frank Lee
5da87ce35d
[fx] added testing for all albert variants ( #1211 )
2022-07-06 15:11:08 +08:00
Frank Lee
2d13a45a3b
[fx] added testing for all gpt variants ( #1210 )
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* [fx] added testing for all gpt variants
* polish code
* polish code
2022-07-06 14:03:13 +08:00
Frank Lee
f7878f465c
[fx] supported model tracing for huggingface bert ( #1201 )
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* [fx] supported model tracing for huggingface bert
* polish test
2022-07-05 13:19:57 +08:00
Frank Lee
abf6a262dc
[fx] added module patch for pooling layers ( #1197 )
2022-07-04 15:21:26 +08:00
Frank Lee
2c8c05675d
[fx] patched conv and normalization ( #1188 )
2022-06-29 18:58:38 +08:00
Frank Lee
6d86f1bc91
[fx] supported data-dependent control flow in model tracing ( #1185 )
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* [fx] supported data-dependent control flow in model tracing
* polish code
2022-06-29 15:05:25 +08:00
