Boyuan Yao
7a58dc5ad2
Update metainfo patch branch ( #2517 )
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* 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
Frank Lee
ce08661eb1
[cli] updated installation check cli for aot/jit build ( #2395 )
2023-01-09 11:05:27 +08:00
jiaruifang
69d9180c4b
[hotfix] issue #2388
2023-01-07 18:23:02 +08:00
Jiarui Fang
4e96039649
[device] find best logical mesh
2023-01-07 14:04:30 +08:00
Jiarui Fang
8f72b6f8fb
[hotfix] fix implement error in diffusers
2023-01-07 07:56:39 +08:00
Frank Lee
40d376c566
[setup] support pre-build and jit-build of cuda kernels ( #2374 )
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* [setup] support pre-build and jit-build of cuda kernels
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-01-06 20:50:26 +08:00
1SAA
33f3023e19
[hotfix] fix implement error in diffusers
2023-01-06 18:37:18 +08:00
Jiarui Fang
12c8bf38d7
[Pipeline] Refine GPT PP Example
2023-01-06 18:03:45 +08:00
binmakeswell
a881d6d000
Revert "[NFC] polish code format" ( #2372 )
2023-01-06 16:01:09 +08:00
Ziyue Jiang
9ae9e74017
fix diff device in some partition
2023-01-06 15:59:06 +08:00
Jiarui Fang
0dcc410f57
[NFC] polish code format
2023-01-06 15:54:06 +08:00
binmakeswell
d634eae05b
Revert "[NFC] polish code format ( #2367 )" ( #2371 )
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This reverts commit 1f8ab6f1f5
2023-01-06 15:52:16 +08:00
Shawn-Kong
d42aecdda1
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style ( #2368 )
2023-01-06 15:47:10 +08:00
Jiarui Fang
1aaeb596c6
[example] gpt, shard init on all processes ( #2366 )
2023-01-06 15:44:50 +08:00
binmakeswell
1f8ab6f1f5
[NFC] polish code format ( #2367 )
2023-01-06 15:34:48 +08:00
ExtremeViscent
ac0d30fe2e
[NFC] polish batch_norm_handler.py code style ( #2359 )
2023-01-06 13:41:38 +08:00
HELSON
48d33b1b17
[gemini] add get static torch model ( #2356 )
2023-01-06 13:41:19 +08:00
ziyuhuang123
7080a8edb0
[workflow]New version: Create workflow files for examples' auto check ( #2298 )
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* [workflows]bug_repair
* [workflow]new_pr_fixing_bugs
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2023-01-06 09:26:49 +08:00
LuGY
e11a005c02
[NFC] polish colossalai/auto_parallel/tensor_shard/utils/factory.py code style ( #2349 )
2023-01-05 21:17:42 +08:00
YuliangLiu0306
b5a3a4a65f
[device] find best logical mesh
2023-01-05 17:21:29 +08:00
yuxuan-lou
28e2d16794
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/graph_analysis.py code style ( #2340 )
2023-01-05 16:53:24 +08:00
YuliangLiu0306
9c9246c0d9
[device] alpha beta profiler ( #2311 )
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* [device] alpha beta profiler
* add usage
* fix variable name
2023-01-05 16:39:55 +08:00
Maruyama_Aya
bd12a49e2a
[NFC] polish <colossalai/auto_parallel/tensor_shard/deprecated/constants.py> code style ( #2339 )
2023-01-05 16:20:54 +08:00
Zihao
35427bcab4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/unary_elementwise_handler.py code style ( #2326 )
2023-01-05 12:18:08 +08:00
Jiarui Fang
db6eea3583
[builder] reconfig op_builder for pypi install ( #2314 )
2023-01-04 16:32:32 +08:00
Junming Wu
4a79c10750
[NFC] polish colossalai/cli/benchmark/__init__.py code style ( #2308 )
2023-01-04 15:09:57 +08:00
Ofey Chan
87d2defda6
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/layer_norm_handler.py code style ( #2305 )
2023-01-04 15:09:57 +08:00
ver217
116e3d0b8f
[NFC] polish communication/p2p_v2.py code style ( #2303 )
2023-01-04 15:09:57 +08:00
xyupeng
b965585d05
[NFC] polish colossalai/amp/torch_amp/torch_amp.py code style ( #2290 )
2023-01-04 15:09:57 +08:00
Zangwei Zheng
d1e5bafcd4
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/__init__.py code style ( #2291 )
2023-01-04 15:09:57 +08:00
shenggan
950685873f
[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/reshape_handler.py code style ( #2292 )
2023-01-04 15:09:57 +08:00
Ziheng Qin
3041014089
[NFC] polish colossalai/amp/naive_amp/grad_scaler/dynamic_grad_scaler.py code style ( #2299 )
...
Co-authored-by: henryqin1997 <henryqin1997@gamil.com>
2023-01-04 15:09:57 +08:00
アマデウス
49715a78f0
[NFC] polish colossalai/cli/benchmark/benchmark.py code style ( #2287 )
2023-01-04 15:09:57 +08:00
Zirui Zhu
1c29b173c9
[NFC] polish colossalai/auto_parallel/tensor_shard/node_handler/getitem_handler.py code style ( #2289 )
2023-01-04 15:09:57 +08:00
Zihao
3a02b46447
[auto-parallel] refactoring ColoTracer ( #2118 )
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* 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
HELSON
5d3a2be3af
[amp] add gradient clipping for unit tests ( #2283 )
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* [amp] add gradient clipping in unit tests
* fix bugs
2023-01-04 11:59:56 +08:00
Boyuan Yao
d45695d94e
Merge pull request #2258 from hpcaitech/debug/ckpt-autoparallel
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[autockpt] provide option for activation checkpoint search in SPMD solver
2023-01-04 11:37:28 +08:00
Jiarui Fang
16cc8e6aa7
[builder] MOE builder ( #2277 )
2023-01-03 20:29:39 +08:00
Boyuan Yao
b904748210
[autoparallel] bypass MetaInfo when unavailable and modify BCAST_FUNC_OP metainfo ( #2293 )
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* [autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline
* [autoparallel] using fwd_time and bwd_time instead of fwd_flop and bwd_flop
* [autoparallel] specifycomm nodes' memory cost in construct chain
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] bypass metainfo when available and modify BCAST_FUNC_OP
2023-01-03 20:28:01 +08:00
Super Daniel
8ea50d999e
[hotfix] pass a parameter. ( #2288 )
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* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
* [autockpt] considering parameter and optimizer weights.
* [hotfix] pass a parameter.
2023-01-03 18:05:06 +08:00
zbian
e94c79f15b
improved allgather & reducescatter for 3d
2023-01-03 17:46:08 +08:00
HELSON
62c38e3330
[zero] polish low level zero optimizer ( #2275 )
2023-01-03 17:22:34 +08:00
Ziyue Jiang
ac863a01d6
[example] add benchmark ( #2276 )
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* add benchmark
* merge common func
* add total and avg tflops
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2023-01-03 17:20:59 +08:00
Boyuan Yao
22e947f982
[autoparallel] fix runtime apply memory estimation ( #2281 )
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* [autoparallel] align the data_ptr with the old version of auto activation checkpoint pipeline
* [autoparallel] using fwd_time and bwd_time instead of fwd_flop and bwd_flop
* [autoparallel] specifycomm nodes' memory cost in construct chain
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
* [autoparallel] fix wrong runtime apply calculation
2023-01-03 17:18:07 +08:00
Super Daniel
8e8900ff3f
[autockpt] considering parameter and optimizer weights. ( #2279 )
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* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
* [autockpt] considering parameter and optimizer weights.
2023-01-03 16:55:49 +08:00
YuliangLiu0306
f027ef7913
[hotfix] fix fp16 optimzier bug ( #2273 )
2023-01-03 16:53:43 +08:00
YuliangLiu0306
fb87322773
[autoparallel] fix spelling error ( #2270 )
2023-01-03 16:13:00 +08:00
Jiarui Fang
af32022f74
[Gemini] fix the convert_to_torch_module bug ( #2269 )
2023-01-03 15:55:35 +08:00
Super Daniel
b0d21d0c4f
[autockpt] linearize / merge shape-consistency nodes. ( #2271 )
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* [autockpt] make it work.
* [autockpt] linearize / merge shape-consistency nodes.
2023-01-03 14:54:22 +08:00
YuliangLiu0306
4b29112ab2
[autoparallel] gpt2 autoparallel examples ( #2267 )
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* [autoparallel] gpt2 autoparallel examples
* polish code
* polish code
2023-01-03 14:23:33 +08:00
