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33 Commits (fee2af861078181e18a059800ba09a4edfb311f0)

Author SHA1 Message Date
Ziyue Jiang 400f63012e
[pipeline] Add Simplified Alpa DP Partition (#2507) 
* add alpa dp split

* add alpa dp split

* use fwd+bwd instead of fwd only

---------

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2023-03-07 10:34:31 +08:00
Ziyue Jiang fef5c949c3
polish pp middleware (#2476) 
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2023-01-13 16:56:01 +08:00
Ziyue Jiang 9ae9e74017 fix diff device in some partition 2023-01-06 15:59:06 +08:00
Ziyue Jiang ac863a01d6
[example] add benchmark (#2276) 
* 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
Ziyue Jiang 8b045b3c1f
[Pipeline Middleware] Reduce comm redundancy by getting accurate output (#2232) 
* move to cpu to avoid dead lock

* get output by offsets

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2023-01-03 13:43:57 +08:00
Ziyue Jiang 57929a6210
fix type of num_worker_threads (#2237) 
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2022-12-30 11:04:01 +08:00
Ziyue Jiang 59e343328d
[Pipeline Middleware ] Fix deadlock when num_microbatch=num_stage (#2156) 
* add splitter

* polish code

* remove comment

* fix async nan by moving to cpu first

Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2022-12-23 11:38:43 +08:00
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>
 2022-12-12 12:40:03 +08:00
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>
 2022-12-08 13:32:27 +08:00
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>
 2022-12-05 20:23:41 +08:00
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>
 2022-12-02 18:13:20 +08:00
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>
 2022-11-29 11:36:28 +08:00
Ziyue Jiang 4df0194976
[Pipeline]Adapt to Pipelinable OPT (#1782) 2022-11-01 14:18:50 +08:00
Ziyue Jiang 63f250bbd4
fix file name (#1759) 
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
 2022-10-25 16:48:48 +08:00
Super Daniel 393f594051
[fx/meta/rpc] move _meta_registration.py to fx folder / register fx functions with compatibility checks / remove color debug (#1710) 
* [fx] move meta registration

* [fx] fix tests.

* [fx] fix test.

* [fx] fix.

* [meta] refactor meta registration.py.

* [fx] add compatibility descriptions.

* [fx] polish import.

* [fx] add a decorator.

* [fx] fix tests.

* [fx] remove print.

* [fx] edit raise error.

* [fx] edit raise error.

* [fx] add type hint.

* [fx] fix import in experimental.

* [rpc] remove color debug.

* [meta] fix naming.
 2022-10-18 10:44:23 +08:00
Kirigaya Kazuto 0df5034a36
[pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework (#1684) 
* [pipeline/tuning] improve dispatch performance both time and space cost

* [pipeline/converge] add interface for testing convergence

* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style

* Update PipelineBase.py

* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera

* [pipeline/chimera] test chimera | fix bug of initializing

* [pipeline/pytree] add pytree to process args and kwargs | provide  to process args and kwargs after forward

* [pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework
 2022-10-10 16:01:02 +08:00
Kirigaya Kazuto 3b2a59b0ba
[pipeline/rank_recorder] fix bug when process data before backward | add a tool for multiple ranks debug (#1681) 
* [pipeline/tuning] improve dispatch performance both time and space cost

* [pipeline/converge] add interface for testing convergence

* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style

* Update PipelineBase.py

* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera

* [pipeline/chimera] test chimera | fix bug of initializing

* [pipeline/pytree] add pytree to process args and kwargs | provide  to process args and kwargs after forward
 2022-10-09 17:32:57 +08:00
Kirigaya Kazuto 9708638ded
[pipeline/pytree] add pytree to process args and kwargs | provide `data_process_func` to process args and kwargs after forward (#1642) 
* [pipeline/tuning] improve dispatch performance both time and space cost

* [pipeline/converge] add interface for testing convergence

* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style

* Update PipelineBase.py

* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera

* [pipeline/chimera] test chimera | fix bug of initializing

* [pipeline/pytree] add pytree to process args and kwargs | provide  to process args and kwargs after forward
 2022-09-29 10:58:58 +08:00
Kirigaya Kazuto 170fa81095
[pipeline/chimera] test chimera | fix bug of initializing (#1615) 
* [pipeline/tuning] improve dispatch performance both time and space cost

* [pipeline/converge] add interface for testing convergence

* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style

* Update PipelineBase.py

* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera

* [pipeline/chimera] test chimera | fix bug of initializing
 2022-09-20 18:00:39 +08:00
Kirigaya Kazuto edc9e419ad
[pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera (#1595) 
* [pipeline/tuning] improve dispatch performance both time and space cost

* [pipeline/converge] add interface for testing convergence

* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style

* Update PipelineBase.py

* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
 2022-09-19 11:44:18 +08:00
Zirui Zhu f566c9b98d [NFC] polish colossalai/pipeline/utils.py code style (#1562) 2022-09-08 22:11:04 +08:00
Kirigaya Kazuto 318fbf1145
[NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style (#1559) 2022-09-08 22:04:34 +08:00
Kirigaya Kazuto 6159d45417
[pipeline/tuning] improve dispatch performance both time and space cost (#1544) 2022-09-07 19:01:06 +08:00
Kirigaya Kazuto f1e1836218
[pipeline/pipleline_process_group] finish PipelineProcessGroup to manage local abd global rank in TP,DP and PP (#1508) 
* support p2p communication with any type of object | pass test

* reconstruct pipeline schedule with p2p_v2.py(support communication with List[Any]) | pass test

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [pipeline/rpc] implement a demo for PP with cuda rpc framework

* [pipeline/rpc] support interleaving | fix checkpoint bug | change logic when dispatch data in work_list to ensure steady 1F1B

* [pipeline/rpc] implement distributed optimizer | test with assert_close

* [pipeline/rpc] implement distributed optimizer | test with assert_close

* [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy

* [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy

* [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy

* [pipeline/pipleline_process_group] finish PipelineProcessGroup to manage local abd global rank in TP,DP and PP

* [pipeline/pipleline_process_group] remove comment

* [pipeline/pipleline_process_group] remove comment

* [pipeline/pipleline_process_group] skip process group test

* [pipeline/pipleline_process_group] remove test named function
 2022-09-01 17:45:47 +08:00
Kirigaya Kazuto 5a6fd71f90
[pipeline/rpc] update outstanding mechanism | optimize dispatching strategy (#1497) 
* support p2p communication with any type of object | pass test

* reconstruct pipeline schedule with p2p_v2.py(support communication with List[Any]) | pass test

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [pipeline/rpc] implement a demo for PP with cuda rpc framework

* [pipeline/rpc] support interleaving | fix checkpoint bug | change logic when dispatch data in work_list to ensure steady 1F1B

* [pipeline/rpc] implement distributed optimizer | test with assert_close

* [pipeline/rpc] implement distributed optimizer | test with assert_close

* [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy

* [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy

* [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy
 2022-08-26 14:04:23 +08:00
Kirigaya Kazuto 9145aef2b4
[pipeline/rpc] implement distributed optimizer | test with assert_close (#1486) 
* support p2p communication with any type of object | pass test

* reconstruct pipeline schedule with p2p_v2.py(support communication with List[Any]) | pass test

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [pipeline/rpc] implement a demo for PP with cuda rpc framework

* [pipeline/rpc] support interleaving | fix checkpoint bug | change logic when dispatch data in work_list to ensure steady 1F1B

* [pipeline/rpc] implement distributed optimizer | test with assert_close

* [pipeline/rpc] implement distributed optimizer | test with assert_close
 2022-08-25 10:49:01 +08:00
Kirigaya Kazuto a6c8749198
[pipeline/rpc] support interleaving | fix checkpoint bug | change logic when dispatch data in work_list to ensure steady 1F1B (#1483) 
* support p2p communication with any type of object | pass test

* reconstruct pipeline schedule with p2p_v2.py(support communication with List[Any]) | pass test

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [pipeline/rpc] implement a demo for PP with cuda rpc framework

* [pipeline/rpc] support interleaving | fix checkpoint bug | change logic when dispatch data in work_list to ensure steady 1F1B
 2022-08-24 11:19:46 +08:00
Kirigaya Kazuto bb5f5289e0
[pipeline/rpc] implement a demo for PP with cuda rpc framework (#1470) 
* support p2p communication with any type of object | pass test

* reconstruct pipeline schedule with p2p_v2.py(support communication with List[Any]) | pass test

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [pipeline/rpc] implement a demo for PP with cuda rpc framework

* Delete p2p_v2.py

* Delete _pipeline_schedule_v2.py

* Delete test_object_list_p2p_v2.py

* Delete test_boardcast_send_recv_v2.py

* Delete test_cifar_with_data_pipeline_tensor_v2.py
 2022-08-22 10:50:51 +08:00
YuliangLiu0306 70dd88e2ee
[pipeline]add customized policy (#1139) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [pipeline]add customized policy
 2022-06-21 15:23:41 +08:00
YuliangLiu0306 18091581c0
[pipeline]support more flexible pipeline (#1138) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [pipeline]support more flexible pipeline
 2022-06-21 14:40:50 +08:00
YuliangLiu0306 946dbd629d
[hotfix]fix bugs caused by refactored pipeline (#1133) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [hotfix]fix bugs caused by refactored pipeline
 2022-06-17 17:54:15 +08:00
YuliangLiu0306 3175bcb4d8
[pipeline]support List of Dict data (#1125) 
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [pipeline]support List of Dict data

* polish
 2022-06-16 11:19:48 +08:00
Frank Lee 2b2dc1c86b
[pipeline] refactor the pipeline module (#1087) 
* [pipeline] refactor the pipeline module

* polish code
 2022-06-10 11:27:38 +08:00