Commit Graph

318 Commits

Author SHA1 Message Date
HELSON
8213f89fd2 [gemini] add fake_release_chunk for keep-gathered chunk in the inference mode (#2671) 2023-02-13 14:35:32 +08:00
binmakeswell
9ab14b20b5 [doc] add CVPR tutorial (#2666) 2023-02-10 20:43:34 +08:00
ver217
5b1854309a [hotfix] fix zero ddp warmup check (#2545) 2023-02-02 16:42:38 +08:00
HELSON
a4ed9125ac [hotfix] fix lightning error (#2529) 2023-01-31 10:40:39 +08:00
HELSON
66dfcf5281 [gemini] update the gpt example (#2527) 2023-01-30 17:58:05 +08:00
HELSON
b528eea0f0 [zero] add zero wrappers (#2523)
* [zero] add zero wrappers

* change names

* add wrapper functions to init
2023-01-29 17:52:58 +08:00
HELSON
707b11d4a0 [gemini] update ddp strict mode (#2518)
* [zero] add strict ddp mode for chunk init

* [gemini] update gpt example
2023-01-28 14:35:25 +08:00
HELSON
2d1a7dfe5f [zero] add strict ddp mode (#2508)
* [zero] add strict ddp mode

* [polish] add comments for strict ddp mode

* [zero] fix test error
2023-01-20 14:04:38 +08:00
HELSON
2bfeb24308 [zero] add warning for ignored parameters (#2446) 2023-01-11 15:30:09 +08:00
HELSON
5521af7877 [zero] fix state_dict and load_state_dict for ddp ignored parameters (#2443)
* [ddp] add is_ddp_ignored

[ddp] rename to is_ddp_ignored

* [zero] fix state_dict and load_state_dict

* fix bugs

* [zero] update unit test for ZeroDDP
2023-01-11 14:55:41 +08:00
HELSON
7829aa094e [ddp] add is_ddp_ignored (#2434)
[ddp] rename to is_ddp_ignored
2023-01-11 12:22:45 +08:00
HELSON
bb4e9a311a [zero] add inference mode and its unit test (#2418) 2023-01-11 10:07:37 +08:00
HELSON
dddacd2d2c [hotfix] add norm clearing for the overflow step (#2416) 2023-01-10 15:43:06 +08:00
HELSON
ea13a201bb [polish] polish code for get_static_torch_model (#2405)
* [gemini] polish code

* [testing] remove code

* [gemini] make more robust
2023-01-09 17:41:38 +08:00
Frank Lee
551cafec14 [doc] updated kernel-related optimisers' docstring (#2385)
* [doc] updated kernel-related optimisers' docstring

* polish doc
2023-01-09 17:13:53 +08:00
eric8607242
9880fd2cd8 Fix state_dict key missing issue of the ZeroDDP (#2363)
* Fix state_dict output for ZeroDDP duplicated parameters

* Rewrite state_dict based on get_static_torch_model

* Modify get_static_torch_model to be compatible with the lower version (ZeroDDP)
2023-01-09 14:35:14 +08:00
Frank Lee
40d376c566 [setup] support pre-build and jit-build of cuda kernels (#2374)
* [setup] support pre-build and jit-build of cuda kernels

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
2023-01-06 20:50:26 +08:00
HELSON
48d33b1b17 [gemini] add get static torch model (#2356) 2023-01-06 13:41:19 +08:00
Jiarui Fang
16cc8e6aa7 [builder] MOE builder (#2277) 2023-01-03 20:29:39 +08:00
zbian
e94c79f15b improved allgather & reducescatter for 3d 2023-01-03 17:46:08 +08:00
Jiarui Fang
af32022f74 [Gemini] fix the convert_to_torch_module bug (#2269) 2023-01-03 15:55:35 +08:00
HELSON
2458659919 [zero] fix error for BEiT models (#2169)
* [zero] fix error for BEiT models

* [ColoParameter] add unpack operation for tuple arguments

* fix bugs

* fix chunkv2 unit testing

* add assertion for gradient state
2022-12-26 15:03:54 +08:00
Jiarui Fang
355ffb386e [builder] unified cpu_optim fused_optim inferface (#2190) 2022-12-23 20:57:41 +08:00
Jiarui Fang
9587b080ba [builder] use runtime builder for fused_optim (#2189) 2022-12-23 17:07:03 +08:00
Jiarui Fang
d42afd30f8 [builder] runtime adam and fused_optim builder (#2184) 2022-12-23 14:14:21 +08:00
Tongping Liu
ab54fed292 [hotfix] add kwargs for colo_addmm (#2171) 2022-12-22 13:25:30 +08:00
アマデウス
622f863291 [hotfix] Jit type hint #2161 (#2164) 2022-12-22 10:17:03 +08:00
Jiarui Fang
2827f41898 [Gemini] GeminiDPP convert to PyTorch Module. (#2151) 2022-12-20 10:19:36 +08:00
Jiarui Fang
bdef9dfdbe [NFC] remove useless graph node code (#2150) 2022-12-20 00:33:58 +08:00
Jiarui Fang
9214d1fe28 [Gemini] chunk init using runtime visited param order (#2115) 2022-12-12 18:06:16 +08:00
HELSON
e7d3afc9cc [optimizer] add div_scale for optimizers (#2117)
* [optimizer] add div_scale for optimizers

* [zero] use div_scale in zero optimizer

* fix testing error
2022-12-12 17:58:57 +08:00
Jiarui Fang
e5aa8333e4 [NFC] update chunk manager API (#2119) 2022-12-12 16:57:22 +08:00
Jiarui Fang
e99edfcb51 [NFC] polish comments for Chunk class (#2116) 2022-12-12 15:39:31 +08:00
HELSON
63fbba3c19 [zero] add L2 gradient clipping for ZeRO (#2112)
* [zero] add L2 gradient clipping

* [testing] add MlpModel

* [zero] add unit test for grad clipping

* fix atol
2022-12-09 18:09:17 +08:00
Jiarui Fang
1f99205827 [Gemini] remove static tracer (#2083) 2022-12-06 12:53:58 +08:00
Jiarui Fang
b3b89865e2 [Gemini] ParamOpHook -> ColoParamOpHook (#2080) 2022-12-05 17:11:06 +08:00
HELSON
e37f3db40c [gemini] add arguments (#2046)
* [zero] fix testing parameters

* [gemini] add arguments

* add docstrings
2022-11-30 16:40:13 +08:00
Jiarui Fang
96134e7be3 [hotfix] add bert test for gemini fwd bwd (#2035) 2022-11-29 11:19:52 +08:00
Jiarui Fang
8daf1b4db1 [Gemini] patch for supporting orch.add_ function for ColoTensor (#2003) 2022-11-25 20:06:35 +08:00
Jiarui Fang
a2d3266648 [hotfix] make Gemini work for conv DNN (#1998) 2022-11-22 14:52:36 +08:00
Jiarui Fang
cc0ed7cf33 [Gemini] ZeROHookV2 -> GeminiZeROHook (#1972) 2022-11-17 14:43:49 +08:00
ver217
f8a7148dec [kernel] move all symlinks of kernel to colossalai._C (#1971) 2022-11-17 13:42:33 +08:00
Jiarui Fang
f7e276fa71 [Gemini] add GeminiAdamOptimizer (#1960) 2022-11-16 14:44:28 +08:00
アマデウス
e52f9d9109 [tensorparallel] fixed tp layers (#1938) 2022-11-14 17:34:03 +08:00
Jiarui Fang
986f8cbaa7 [inference] overlap comm and compute in Linear1D_Row when stream_chunk_num > 1 (#1876) 2022-11-10 17:36:42 +08:00
Jiarui Fang
c2947dadf1 [inference] streaming Linear 1D Row inference (#1874) 2022-11-10 17:03:21 +08:00
zbian
653b0a620e added skip_bias_add for non-tp linear 2022-11-09 15:41:08 +08:00
アマデウス
4268ae017b [kernel] added jit warmup (#1792) 2022-11-08 16:22:23 +08:00
Jiarui Fang
cd5a0d56fa [Gemini] make gemini usage simple (#1821) 2022-11-08 15:53:13 +08:00
Zihao
20e255d4e8 MemStatsCollectorStatic (#1765) 2022-11-07 16:49:03 +08:00