f8a7148dec
[kernel] move all symlinks of kernel to `colossalai._C` ( #1971 )
2022-11-17 13:42:33 +08:00
7e24b9b9ee
[Gemini] clean no used MemTraceOp ( #1970 )
2022-11-17 13:41:54 +08:00
52c6ad26e0
[ColoTensor] reconfig ColoInitContext, decouple default_pg and default_dist_spec. ( #1953 )
2022-11-15 16:24:16 +08:00
9f4fb3f28a
[ColoTensor] ColoInitContext initialize parameters in shard mode. ( #1937 )
2022-11-14 16:05:09 +08:00
e6ec99d389
[utils] fixed lazy init context ( #1867 )
2022-11-10 15:17:20 +08:00
3ce4463fe6
[utils] remove lazy_memory_allocate from ColoInitContext ( #1844 )
2022-11-09 11:50:33 +08:00
99870726b1
[CheckpointIO] a uniform checkpoint I/O module ( #1689 )
2022-11-08 15:15:13 +08:00
1468e4bcfc
[zero] add constant placement policy ( #1705 )
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* fixes memory leak when paramter is in fp16 in ZeroDDP init.
* bans chunk releasement in CUDA. Only when a chunk is about to offload, it is allowed to release.
* adds a constant placement policy. With it, users can allocate a reserved caching memory space for parameters.
2022-10-14 17:53:16 +08:00
3b2a59b0ba
[pipeline/rank_recorder] fix bug when process data before backward | add a tool for multiple ranks debug ( #1681 )
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* [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
2ac46f7be4
[NFC] polish utils/tensor_detector/__init__.py code style ( #1573 )
...
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2022-09-08 22:11:04 +08:00
c7d4932956
[NFC] polish colossalai/utils/tensor_detector/tensor_detector.py code style ( #1566 )
2022-09-08 22:11:04 +08:00
318fbf1145
[NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style ( #1559 )
2022-09-08 22:04:34 +08:00
ae71036cd2
[utils] refactor parallel layers checkpoint and bcast model on loading checkpoint ( #1548 )
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* refactor parallel layer
* broadcast rank0 model after load ckpt
2022-09-06 20:18:35 +08:00
2bed096848
[utils] optimize partition_tensor_parallel_state_dict ( #1546 )
2022-09-06 17:45:31 +08:00
a203b709d5
[hotfix] fix init context ( #1543 )
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* fix init context
* fix lazy init ctx
2022-09-06 11:45:08 +08:00
47fd8e4a02
[utils] Add use_reetrant=False in utils.activation_checkpoint ( #1460 )
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* [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
5a52e21fe3
[test] fixed the activation codegen test ( #1447 )
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* [test] fixed the activation codegen test
* polish code
2022-08-12 14:52:31 +08:00
821c6172e2
[utils] Impl clip_grad_norm for ColoTensor and ZeroOptimizer ( #1442 )
2022-08-11 22:58:58 +08:00
527758b2ae
[hotfix] fix a running error in test_colo_checkpoint.py ( #1387 )
2022-07-29 15:58:06 +08:00
b6fd165f66
[checkpoint] add kwargs for load_state_dict ( #1374 )
2022-07-28 15:56:52 +08:00
0c1a16ea5b
[util] standard checkpoint function naming ( #1377 )
2022-07-28 09:29:30 +08:00
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
8463290642
[checkpoint] use args, kwargs in save_checkpoint, load_checkpoint ( #1368 )
2022-07-26 14:41:53 +08:00
87775a0682
[colotensor] use cpu memory to store state_dict ( #1367 )
2022-07-26 14:13:38 +08:00
943a96323e
[hotfix] fix no optimizer in save/load ( #1363 )
2022-07-26 10:53:53 +08:00
7a8702c06d
[colotensor] add Tensor.view op and its unit test ( #1343 )
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[colotensor] add megatron initialization for gpt2
2022-07-21 10:53:15 +08:00
2cc1175c76
[fx] tested the complete workflow for auto-parallel ( #1336 )
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* [fx] tested the complete workflow for auto-parallel
* polish code
* polish code
* polish code
2022-07-20 10:45:17 +08:00
f92c100ddd
[checkpoint] use gather_tensor in checkpoint and update its unit test ( #1339 )
2022-07-19 14:15:28 +08:00
250be4d31e
[utils] integrated colotensor with lazy init context ( #1324 )
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* [utils] integrated colotensor with lazy init context
* polish code
* polish code
* polish code
2022-07-15 17:47:12 +08:00
9e4c6449b0
[checkpoint] add ColoOptimizer checkpointing ( #1316 )
2022-07-15 09:52:55 +08:00
3ef3791a3b
[checkpoint] add test for bert and hotfix save bugs ( #1297 )
2022-07-14 15:38:18 +08:00
4165eabb1e
[hotfix] remove potiential circle import ( #1307 )
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* make it faster
* [hotfix] remove circle import
2022-07-14 13:44:26 +08:00
c92f84fcdb
[tensor] distributed checkpointing for parameters ( #1240 )
2022-07-12 15:51:06 +08:00
9bcd2fd4af
[tensor] a shorter shard and replicate spec ( #1245 )
2022-07-11 15:51:48 +08:00
20da6e48c8
[checkpoint] save sharded optimizer states ( #1237 )
2022-07-08 16:33:13 +08:00
3b500984b1
[tensor] fix some unittests ( #1234 )
2022-07-08 14:18:30 +08:00
a45ddf2d5f
[hotfix] fix sharded optim step and clip_grad_norm ( #1226 )
2022-07-08 13:34:48 +08:00
04537bf83e
[checkpoint]support generalized scheduler ( #1222 )
2022-07-07 18:16:38 +08:00
52736205d9
[checkpoint] make unitest faster ( #1217 )
2022-07-06 17:39:46 +08:00
f38006ea83
[checkpoint] checkpoint for ColoTensor Model ( #1196 )
2022-07-06 17:22:03 +08:00
ae7d3f4927
[refactor] move process group from _DistSpec to ColoTensor. ( #1203 )
2022-07-06 16:15:16 +08:00
63d2a93878
[context]support arbitary module materialization. ( #1193 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
2022-07-04 10:12:02 +08:00
2053e138a2
[context]use meta tensor to init model lazily. ( #1187 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
2022-06-29 21:02:30 +08:00
e27645376d
[hotfix]different overflow status lead to communication stuck. ( #1175 )
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* [CLI] add CLI launcher
* Revert "[CLI] add CLI launcher"
This reverts commit df7e6506d4
2022-06-27 09:53:57 +08:00
4b9bba8116
[ColoTensor] rename APIs and add output_replicate to ComputeSpec ( #1168 )
2022-06-24 13:08:54 +08:00
f8eec98ff5
[tensor] fixed non-serializable colo parameter during model checkpointing ( #1153 )
2022-06-22 11:43:38 +08:00
73ad05fc8c
[zero] added error message to handle on-the-fly import of torch Module class ( #1135 )
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* [zero] added error message to handle on-the-fly import of torch Module class
* polish code
2022-06-20 11:24:27 +08:00
2b2dc1c86b
[pipeline] refactor the pipeline module ( #1087 )
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* [pipeline] refactor the pipeline module
* polish code
2022-06-10 11:27:38 +08:00
bad5d4c0a1
[context] support lazy init of module ( #1088 )
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* [context] support lazy init of module
* polish code
2022-06-10 10:09:48 +08:00
bfdc5ccb7b
[context] maintain the context object in with statement ( #1073 )
2022-06-07 10:48:45 +08:00
ver217