HELSON
a30e2b4c24
[zero] adapt for no-leaf module in zero ( #535 )
...
only process module's own parameters in Zero context
add zero hooks for all modules that contrain parameters
gather parameters only belonging to module itself
3 years ago
Jiarui Fang
705f56107c
[zero] refactor model data tracing ( #537 )
3 years ago
Jiarui Fang
a590ed0ba3
[zero] improve the accuracy of get_memory_usage of sharded param ( #538 )
3 years ago
Jiarui Fang
37cb70feec
[zero] get memory usage for sharded param ( #536 )
3 years ago
LuGY
105c5301c3
[zero]added hybrid adam, removed loss scale in adam ( #527 )
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* [zero]added hybrid adam, removed loss scale of adam
* remove useless code
3 years ago
Jiarui Fang
8d8c5407c0
[zero] refactor model data tracing ( #522 )
3 years ago
Frank Lee
3601b2bad0
[test] fixed rerun_on_exception and adapted test cases ( #487 )
3 years ago
Jiarui Fang
4d322b79da
[refactor] remove old zero code ( #517 )
3 years ago
LuGY
6a3f9fda83
[cuda] modify the fused adam, support hybrid of fp16 and fp32 ( #497 )
3 years ago
Jiarui Fang
920c5889a7
[zero] add colo move inline ( #521 )
3 years ago
Jiarui Fang
0bebda6ea5
[zero] fix init device bug in zero init context unittest ( #516 )
3 years ago
Jiarui Fang
7ef3507ace
[zero] show model data cuda memory usage after zero context init. ( #515 )
3 years ago
Jiarui Fang
9330be0f3c
[memory] set cuda mem frac ( #506 )
3 years ago
Jiarui Fang
0035b7be07
[memory] add model data tensor moving api ( #503 )
3 years ago
Jiarui Fang
a445e118cf
[polish] polish singleton and global context ( #500 )
3 years ago
ver217
9ec1ce6ab1
[zero] sharded model support the reuse of fp16 shard ( #495 )
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* sharded model supports reuse fp16 shard
* rename variable
* polish code
* polish code
* polish code
3 years ago
ver217
62b0a8d644
[zero] sharded optim support hybrid cpu adam ( #486 )
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* sharded optim support hybrid cpu adam
* update unit test
* polish docstring
3 years ago
Jiarui Fang
b334822163
[zero] polish sharded param name ( #484 )
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* [zero] polish sharded param name
* polish code
* polish
* polish code
* polish
* polsih
* polish
3 years ago
Jiarui Fang
65c0f380c2
[format] polish name format for MOE ( #481 )
3 years ago
HELSON
7544347145
[MOE] add unitest for MOE experts layout, gradient handler and kernel ( #469 )
3 years ago
HELSON
84fd7c1d4d
add moe context, moe utilities and refactor gradient handler ( #455 )
3 years ago
Frank Lee
af185b5519
[test] fixed amp convergence comparison test ( #454 )
3 years ago
ver217
a241f61b34
[zero] Update initialize for ZeRO ( #458 )
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* polish code
* shard strategy receive pg in shard() / gather()
* update zero engine
* polish code
3 years ago
ver217
642846d6f9
update sharded optim and fix zero init ctx ( #457 )
3 years ago
Jiarui Fang
e2e9f82588
Revert "[zero] update sharded optim and fix zero init ctx" ( #456 )
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* Revert "polish code"
This reverts commit 8cf7ff08cf
.
* Revert "rename variables"
This reverts commit e99af94ab8
.
* Revert "remove surplus imports"
This reverts commit 46add4a5c5
.
* Revert "update sharded optim and fix zero init ctx"
This reverts commit 57567ee768
.
3 years ago
ver217
8cf7ff08cf
polish code
3 years ago
ver217
46add4a5c5
remove surplus imports
3 years ago
ver217
57567ee768
update sharded optim and fix zero init ctx
3 years ago
Frank Lee
f27d801a13
[test] optimized zero data parallel test ( #452 )
3 years ago
Jiarui Fang
0fcfb1e00d
[test] make zero engine test really work ( #447 )
3 years ago
Frank Lee
bb2790cf0b
optimize engine and trainer test ( #448 )
3 years ago
Frank Lee
b72b8445c6
optimized context test time consumption ( #446 )
3 years ago
Jiarui Fang
496cbb0760
[hotfix] fix initialize bug with zero ( #442 )
3 years ago
Jiarui Fang
17b8274f8a
[unitest] polish zero config in unittest ( #438 )
3 years ago
Jiarui Fang
640a6cd304
[refactory] refactory the initialize method for new zero design ( #431 )
3 years ago
ver217
fce9432f08
sync before creating empty grad
3 years ago
Jiarui Fang
f9c762df85
[test] merge zero optim tests ( #428 )
3 years ago
Jiarui Fang
5d7dc3525b
[hotfix] run cpu adam unittest in pytest ( #424 )
3 years ago
Jiarui Fang
adebb3e041
[zero] cuda margin space for OS ( #418 )
3 years ago
Jiarui Fang
56bb412e72
[polish] use GLOBAL_MODEL_DATA_TRACER ( #417 )
3 years ago
Jiarui Fang
23ba3fc450
[zero] refactory ShardedOptimV2 init method ( #416 )
3 years ago
Frank Lee
e79ea44247
[fp16] refactored fp16 optimizer ( #392 )
3 years ago
Jiarui Fang
21dc54e019
[zero] memtracer to record cuda memory usage of model data and overall system ( #395 )
3 years ago
Jiarui Fang
a37bf1bc42
[hotfix] rm test_tensor_detector.py ( #413 )
3 years ago
Jiarui Fang
370f567e7d
[zero] new interface for ShardedOptimv2 ( #406 )
3 years ago
LuGY
a9c27be42e
Added tensor detector ( #393 )
...
* Added tensor detector
* Added the - states
* Allowed change include_cpu when detect()
3 years ago
ver217
54fd37f0e0
polish unit test
3 years ago
Frank Lee
1e4bf85cdb
fixed bug in activation checkpointing test ( #387 )
3 years ago
Jiarui Fang
3af13a2c3e
[zero] polish ShardedOptimV2 unittest ( #385 )
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* place params on cpu after zero init context
* polish code
* bucketzed cpu gpu tensor transter
* find a bug in sharded optim unittest
* add offload unittest for ShardedOptimV2.
* polish code and make it more robust
3 years ago
Frank Lee
526a318032
[unit test] Refactored test cases with component func ( #339 )
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* refactored test with component func
* fixed bug
3 years ago