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
YuliangLiu0306
7c96055c68
[tensor]build sharding spec to replace distspec in future. ( #1405 )
2022-08-08 11:15:57 +08:00
HELSON
87775a0682
[colotensor] use cpu memory to store state_dict ( #1367 )
2022-07-26 14:13:38 +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
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
HELSON
bf5066fba7
[refactor] refactor ColoTensor's unit tests ( #1340 )
2022-07-19 15:46:24 +08:00
ver217
0c51ff2c13
[hotfix] ZeroDDP use new process group ( #1333 )
...
* process group supports getting ranks in group
* chunk mgr receives a process group
* update unit test
* fix unit tests
2022-07-18 14:14:52 +08:00
HELSON
d49708ae43
[hotfix] fix ddp for unit test test_gpt2 ( #1326 )
2022-07-15 18:19:52 +08:00
HELSON
1b41686461
[hotfix] fix unit test test_module_spec ( #1321 )
2022-07-15 14:02:32 +08:00
Jiarui Fang
85f933b58b
[Optimizer] Remove useless ColoOptimizer ( #1312 )
2022-07-14 16:57:48 +08:00
Jiarui Fang
9f10524313
[Optimizer] polish the init method of ColoOptimizer ( #1310 )
2022-07-14 16:37:33 +08:00
HELSON
36086927e1
[hotfix] fix ColoTensor GPT2 unitest ( #1309 )
2022-07-14 16:37:20 +08:00
HELSON
260a55804a
[hotfix] fix shape error in backward when using ColoTensor ( #1298 )
2022-07-13 23:06:12 +08:00
Jiarui Fang
79fe7b027a
[hotfix] test model unittest hotfix ( #1281 )
2022-07-12 23:45:29 +08:00
Jiarui Fang
e56731e916
[hotfix] test_gpt.py duplicated ( #1279 )
...
* make it faster
* [hotfix] torchvison fx tests
* [hotfix] rename duplicated named test_gpt.py
2022-07-12 23:29:17 +08:00
HELSON
abba4d84e1
[hotfix] fix bert model test in unitests ( #1272 )
2022-07-12 23:26:45 +08:00
Jiarui Fang
c92f84fcdb
[tensor] distributed checkpointing for parameters ( #1240 )
2022-07-12 15:51:06 +08:00
Jiarui Fang
1aad903c15
[tensor] redistribute among different process groups ( #1247 )
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* make it faster
* [tensor] rename convert_to_dist -> redistribute
* [tensor] ShardSpec and ReplicaSpec
* [tensor] redistribute among diff pgs
* polish code
2022-07-12 10:24:05 +08:00
Jiarui Fang
9bcd2fd4af
[tensor] a shorter shard and replicate spec ( #1245 )
2022-07-11 15:51:48 +08:00
Jiarui Fang
2699dfbbfd
[rename] convert_to_dist -> redistribute ( #1243 )
2022-07-11 13:05:44 +08:00
HELSON
f6add9b720
[tensor] redirect .data.__get__ to a tensor instance ( #1239 )
2022-07-11 11:41:29 +08:00
Jiarui Fang
4a76084dc9
[tensor] add zero_like colo op, important for Optimizer ( #1236 )
2022-07-08 14:55:27 +08:00
Jiarui Fang
3b500984b1
[tensor] fix some unittests ( #1234 )
2022-07-08 14:18:30 +08:00
HELSON
0453776def
[tensor] fix a assertion in colo_tensor cross_entropy ( #1232 )
2022-07-08 11:18:00 +08:00
Jiarui Fang
0e199d71e8
[hotfix] fx get comm size bugs ( #1233 )
...
* init a checkpoint dir
* [checkpoint]support resume for cosinewarmuplr
* [checkpoint]add unit test
* fix some bugs but still not OK
* fix bugs
* make it faster
* [checkpoint]support generalized scheduler
* polish
* [tensor] torch function return colotensor
* polish
* fix bugs
* remove debug info
* polish
* polish
* [tensor] test_model pass unittests
* polish
* [hotfix] fx get comm size bug
Co-authored-by: ZhaoYi1222 <zhaoyi9499@gmail.com >
2022-07-08 10:54:41 +08:00
HELSON
42ab36b762
[tensor] add unitest for colo_tensor 1DTP cross_entropy ( #1230 )
2022-07-07 19:17:23 +08:00
Jiarui Fang
a98319f023
[tensor] torch function return colotensor ( #1229 )
2022-07-07 18:09:18 +08:00
Jiarui Fang
15d988f954
[tensor] sharded global process group ( #1219 )
2022-07-07 13:38:48 +08:00
Jiarui Fang
ae7d3f4927
[refactor] move process group from _DistSpec to ColoTensor. ( #1203 )
2022-07-06 16:15:16 +08:00
Jiarui Fang
060b917daf
[refactor] remove gpc dependency in colotensor's _ops ( #1189 )
2022-07-04 18:54:37 +08:00
Jiarui Fang
c463f8adf9
[tensor] remove gpc in tensor tests ( #1186 )
2022-06-29 14:08:40 +08:00
Jiarui Fang
372f791444
[refactor] move chunk and chunkmgr to directory gemini ( #1182 )
2022-06-29 13:31:02 +08:00
Jiarui Fang
7487215b95
[ColoTensor] add independent process group ( #1179 )
2022-06-29 10:03:09 +08:00
Jiarui Fang
1b657f9ce1
[tensor] revert local view back ( #1178 )
2022-06-27 18:38:34 +08:00
Jiarui Fang
0dd4e2bbfb
[Tensor] rename some APIs in TensorSpec and Polish view unittest ( #1176 )
2022-06-27 15:56:11 +08:00
Jiarui Fang
aa7bef73d4
[Tensor] distributed view supports inter-process hybrid parallel ( #1169 )
2022-06-27 09:45:26 +08:00
Jiarui Fang
4b9bba8116
[ColoTensor] rename APIs and add output_replicate to ComputeSpec ( #1168 )
2022-06-24 13:08:54 +08:00
Jiarui Fang
f4ef224358
[Tensor] remove ParallelAction, use ComputeSpec instread ( #1166 )
2022-06-23 17:34:59 +08:00
Jiarui Fang
177c374401
remove gather out in parallel action ( #1163 )
2022-06-23 16:35:05 +08:00
Jiarui Fang
07f9c781f9
[graph] improve the graph building. ( #1157 )
2022-06-22 16:47:20 +08:00
ver217
22717a856f
[tensor] add embedding bag op ( #1156 )
2022-06-22 15:54:03 +08:00
ver217
ae86151968
[tensor] add more element-wise ops ( #1155 )
...
* add more element-wise ops
* update test_op
* polish unit test
2022-06-22 15:16:47 +08:00
ver217
ffa025e120
[tensor] dist spec s2s uses all-to-all ( #1136 )
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* dist spec s2s uses all-to-all
* update unit test
* add sanity check
* polish unitest test with titans
* add sanity check for DistMgr
* add sanity check
Co-authored-by: jiaruifang <fangjiarui123@gmail.com >
2022-06-22 11:32:38 +08:00
Jiarui Fang
8cdce0399c
[ColoTensor] improves init functions. ( #1150 )
2022-06-21 18:28:38 +08:00
ver217
8106d7b8c7
[ddp] refactor ColoDDP and ZeroDDP ( #1146 )
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* ColoDDP supports overwriting default process group
* rename ColoDDPV2 to ZeroDDP
* add docstr for ZeroDDP
* polish docstr
2022-06-21 16:35:23 +08:00
ver217
789cad301b
[hotfix] fix param op hook ( #1131 )
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* fix param op hook
* update zero tp test
* fix bugs
2022-06-17 16:12:05 +08:00
ver217
7d14b473f0
[gemini] gemini mgr supports "cpu" placement policy ( #1118 )
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* update gemini mgr
* update chunk
* add docstr
* polish placement policy
* update test chunk
* update test zero
* polish unit test
* remove useless unit test
2022-06-15 15:05:19 +08:00
ver217
1f894e033f
[gemini] zero supports gemini ( #1093 )
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* add placement policy
* add gemini mgr
* update mem stats collector
* update zero
* update zero optim
* fix bugs
* zero optim monitor os
* polish unit test
* polish unit test
* add assert
2022-06-10 14:48:28 +08:00
