Commit Graph

377 Commits (26a37b5cd5df55382e7ef9799cfa852edcf6fef2)

Author SHA1 Message Date
YuliangLiu0306 26a37b5cd5
[autoparallel] Add conv handler to generate strategies and costs info for conv (#1467) 2022-08-19 14:57:23 +08:00
YuliangLiu0306 b73fb7a077
[tensor] support runtime ShardingSpec apply (#1453)
* [tensor] support runtime ShardingSpec apply

* polish code

* polish code
2022-08-19 13:39:51 +08:00
Super Daniel e7383f578b
[fx] add rules to linearize computation graphs for searching. (#1461)
* [fx] polish ckpt_test.

* [fx] add rules to linearize computation graphs for searching.

* [fx] remove chen_sqrt for sake of simplicity

* [fx] fix inconsistencies.
2022-08-17 14:47:12 +08:00
Boyuan Yao 092b9c8f49
[fx] Add use_reentrant=False to checkpoint in codegen (#1463)
* [utils] Add use_reetrant=False into colossalai checkpoint

* [utils] add some annotation in utils.activaion_checkpoint

* [test] add reset_seed at the beginning of tests in test_actiavion_checkpointing.py

* [test] modify test_activation_checkpoint.py

* [test] modify test for reentrant=False

* [fx] Add use_reentrant=False of checkpoint into codegen
2022-08-17 10:34:50 +08:00
Boyuan Yao 47fd8e4a02
[utils] Add use_reetrant=False in utils.activation_checkpoint (#1460)
* [utils] Add use_reetrant=False into colossalai checkpoint

* [utils] add some annotation in utils.activaion_checkpoint

* [test] add reset_seed at the beginning of tests in test_actiavion_checkpointing.py

* [test] modify test_activation_checkpoint.py

* [test] modify test for reentrant=False
2022-08-16 15:39:20 +08:00
Jiarui Fang 36824a304c
[Doc] add more doc for ColoTensor. (#1458) 2022-08-16 10:38:41 +08:00
Super Daniel 0dbd61c29b
[fx] fix test and algorithm bugs in activation checkpointing. (#1451)
* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] merge development into main (#1)

* [fx] activation checkpointing using Chen strategies.

* [fx] add test for ckpt_solver_chen

* [fx] add vanilla activation checkpoint search with test on resnet and densenet

* [fx] add a namespace code for solver_chen.

* [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174.

* [fx] fix lowercase naming conventions.

* [fx] simplify test for ckpt.

* [fx] fix test and algorithm bugs in activation checkpointing.

* mend

[fx] fix test and algorithm bugs in activation checkpointing.

* mend

[fx] fix test and algorithm bugs in activation checkpointing.

* mend

[fx] fix test and algorithm bugs in activation checkpointing.

* mend

[fx] fix test and algorithm bugs in activation checkpointing.

* [fx] polish ckpt_test.

* [fx] polish ckpt_test.

* [fx] polish ckpt_test.
2022-08-15 19:09:19 +08:00
Geng Zhang 9f3eed66eb
[FAW] reorganize the inheritance struct of FreqCacheEmbedding (#1448) 2022-08-12 15:55:46 +08:00
Frank Lee 5a52e21fe3
[test] fixed the activation codegen test (#1447)
* [test] fixed the activation codegen test

* polish code
2022-08-12 14:52:31 +08:00
YuliangLiu0306 0f3042363c
[tensor] shape consistency generate transform path and communication cost (#1435)
* [tensor] shape consistency output transform path and communication cost

* polish code
2022-08-12 14:02:32 +08:00
Boyuan Yao 5774fe0270
[fx] Use colossalai checkpoint and add offload recognition in codegen (#1439)
* [fx] Use colossalai.utils.checkpoint to replace torch.utils.checkpoint for offload activation and add offload annotation recognition in codegen

* [fx] Use colossalai.utils.checkpoint to replace torch.utils.checkpoint for offload activation and add offload annotation recognition in codegen

* Modification of test and add TODO in codegen

* [fx] Modification of colossal ckpt usage

* [fx] add gpc.destroy() to test_codegen
2022-08-12 12:23:30 +08:00
Kirigaya Kazuto e9460b45c8
[engin/schedule] use p2p_v2 to recontruct pipeline_schedule (#1408)
* support p2p communication with any type of object | pass test

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

* [communication] add p2p_v2.py to support communication with List[Any]

* Delete _pipeline_schedule_v2.py

* Delete test_cifar_with_data_pipeline_tensor_v2.py

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* Delete p2p_v2.py

* Delete test_boardcast_send_recv_v2.py

* Delete test_object_list_p2p_v2.py

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [communication] remove print code

* [communication] remove print code

* [engin/schedule] shorten the running time of testing file to prevent cancelling in CI
2022-08-12 11:33:26 +08:00
Frank Lee ae1b58cd16
[tensor] added linear implementation for the new sharding spec (#1416)
* [tensor] added linear implementation for the new sharding spec

* polish code
2022-08-12 11:33:09 +08:00
Super Daniel d40a9392ba
[fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. (#1446)
* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] activation checkpointing using Chen strategies.

* [fx] add test for ckpt_solver_chen

* mend

* [fx] add vanilla activation checkpoint search with test on resnet and densenet

* [fx] add vanilla activation checkpoint search with test on resnet and densenet

* [fx] add a namespace code for solver_chen.

* [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174.

* [fx] fix lowercase naming conventions.
2022-08-12 11:28:50 +08:00
ver217 821c6172e2
[utils] Impl clip_grad_norm for ColoTensor and ZeroOptimizer (#1442) 2022-08-11 22:58:58 +08:00
HELSON b80340168e
[zero] add chunk_managerV2 for all-gather chunk (#1441) 2022-08-11 19:17:24 +08:00
Super Daniel 3b26516c69
[fx] add vanilla activation checkpoint search with test on resnet and densenet (#1433)
* [fx] activation checkpointing using Chen strategies.

* [fx] add test for ckpt_solver_chen

* [fx] add vanilla activation checkpoint search with test on resnet and densenet

* [fx] add vanilla activation checkpoint search with test on resnet and densenet

* [fx] add a namespace code for solver_chen.
2022-08-11 15:46:39 +08:00
Jiarui Fang 30b4dd17c0
[FAW] export FAW in _ops (#1438) 2022-08-11 13:43:24 +08:00
HELSON 9056677b13
[zero] add chunk size searching algorithm for parameters in different groups (#1436) 2022-08-11 13:32:19 +08:00
HELSON 039b7ed3bc
[polish] add update directory in gemini; rename AgChunk to ChunkV2 (#1432) 2022-08-10 16:40:29 +08:00
Super Daniel f20cb4e893
[fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages (#1425)
* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages

* [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages
2022-08-10 16:36:35 +08:00
Jiarui Fang 89c434a0a6
[polish] add test_ops directory (#1431) 2022-08-10 15:35:26 +08:00
Jiarui Fang 10b3df65c8
[FAW] move coloparam setting in test code. (#1429) 2022-08-10 14:31:53 +08:00
Jiarui Fang cb98cf5558
[FAW] parallel FreqAwareEmbedding (#1424) 2022-08-10 13:44:30 +08:00
HELSON 0d212183c4
[zero] add has_inf_or_nan in AgChunk; enhance the unit test of AgChunk (#1426) 2022-08-10 11:37:28 +08:00
YuliangLiu0306 33f0744d51
[tensor] add shape consistency feature to support auto spec transform (#1418)
* [tensor] add shape consistency feature to supportauto sharding spec transform.

* [tensor] remove unused argument in simulator, add doc string for target pair.
2022-08-10 11:29:17 +08:00
HELSON 4fb3c52cf0
[zero] add unit test for AgChunk's append, close, access (#1423) 2022-08-09 18:03:10 +08:00
Jiarui Fang d209aff684
Add FreqAwareEmbeddingBag (#1421) 2022-08-09 16:26:12 +08:00
Jiarui Fang 504419d261
[FAW] add cache manager for the cached embedding (#1419) 2022-08-09 15:17:17 +08:00
Kirigaya Kazuto 44fd3c83ab
[communication] add p2p_v2.py to support communication with List[Any] (#1407)
* support p2p communication with any type of object | pass test

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

* [communication] add p2p_v2.py to support communication with List[Any]

* Delete _pipeline_schedule_v2.py

* Delete test_cifar_with_data_pipeline_tensor_v2.py

* [engin/schedule] use p2p_v2 to recontruct pipeline_schedule

* [communication] remove print code

* [communication] remove print code
2022-08-09 11:40:04 +08:00
YuliangLiu0306 7c96055c68
[tensor]build sharding spec to replace distspec in future. (#1405) 2022-08-08 11:15:57 +08:00
ver217 12b4887097
[hotfix] fix CPUAdam kernel nullptr (#1410) 2022-08-05 19:45:45 +08:00
YuliangLiu0306 0442f940f0
[device] add DeviceMesh class to support logical device layout (#1394)
* [device] add DeviceMesh class to support logical device layout

* polish code

* add doc string
2022-08-02 19:23:48 +08:00
HELSON 4e98e938ce
[zero] alleviate memory usage in ZeRODDP state_dict (#1398) 2022-08-02 15:49:13 +08:00
Frank Lee adf5054ff8
[fx] fixed torchaudio conformer tracing (#1392) 2022-08-01 16:08:28 +08:00
Frank Lee 7d6293927f
[fx] patched torch.max and data movement operator (#1391)
* [fx] patched torch.max and data movement operator

* polish code
2022-08-01 15:31:50 +08:00
HELSON 527758b2ae
[hotfix] fix a running error in test_colo_checkpoint.py (#1387) 2022-07-29 15:58:06 +08:00
ver217 8dced41ad0
[zero] zero optim state_dict takes only_rank_0 (#1384)
* zero optim state_dict takes only_rank_0

* fix unit test
2022-07-29 13:22:50 +08:00
ver217 7d5d628e07
[DDP] test ddp state dict uses more strict threshold (#1382) 2022-07-28 17:29:04 +08:00
ver217 828b9e5e0d
[hotfix] fix zero optim save/load state dict (#1381) 2022-07-28 17:19:39 +08:00
Super Daniel be229217ce
[fx] add torchaudio test (#1369)
* [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
Boyuan Yao bb640ec728
[fx] Add colotracer compatibility test on torchrec (#1370) 2022-07-26 17:54:39 +08:00
ver217 c415240db6
[nvme] CPUAdam and HybridAdam support NVMe offload (#1360)
* impl nvme optimizer

* update cpu adam

* add unit test

* update hybrid adam

* update docstr

* add TODOs

* update CI

* fix CI

* fix CI

* fix CI path

* fix CI path

* fix CI path

* fix install tensornvme

* fix CI

* fix CI path

* fix CI env variables

* test CI

* test CI

* fix CI

* fix nvme optim __del__

* fix adam __del__

* fix nvme optim

* fix CI env variables

* fix nvme optim import

* test CI

* test CI

* fix CI
2022-07-26 17:25:24 +08:00
HELSON 87775a0682
[colotensor] use cpu memory to store state_dict (#1367) 2022-07-26 14:13:38 +08:00
Frank Lee cd063ac37f
[fx] added activation checkpoint codegen support for torch < 1.12 (#1359) 2022-07-25 23:35:31 +08:00
HELSON 4417804129
[unit test] add megatron init test in zero_optim (#1358) 2022-07-25 11:18:08 +08:00
HELSON 7a065dc9f6
[hotfix] fix megatron_init in test_gpt2.py (#1357) 2022-07-25 10:28:19 +08:00
Frank Lee 644582eee9
[fx] added activation checkpoint codegen (#1355) 2022-07-25 09:39:10 +08:00
Frank Lee 05fae1fd56
[fx] added activation checkpointing annotation (#1349)
* [fx] added activation checkpointing annotation

* polish code

* polish code
2022-07-21 11:14:28 +08:00
HELSON 7a8702c06d
[colotensor] add Tensor.view op and its unit test (#1343)
[colotensor] add megatron initialization for gpt2
2022-07-21 10:53:15 +08:00