Commit Graph

72 Commits (e78a1e949af12dd76d4a2858b6d3c9a6a03bfe34)

Author SHA1 Message Date
Frank Lee 1ad3a636b1
[test] fixed torchrec model test (#3167)
* [test] fixed torchrec model test

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
2023-03-20 11:40:25 +08:00
HELSON 56ddc9ca7a
[hotfix] add correct device for fake_param (#2796) 2023-02-17 15:29:07 +08:00
HELSON 8213f89fd2
[gemini] add fake_release_chunk for keep-gathered chunk in the inference mode (#2671) 2023-02-13 14:35:32 +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 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 bb4e9a311a
[zero] add inference mode and its unit test (#2418) 2023-01-11 10:07:37 +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
HELSON 48d33b1b17
[gemini] add get static torch model (#2356) 2023-01-06 13:41:19 +08:00
HELSON a3100bd50d
[testing] add beit model for unit testings (#2196)
* [testing] add beit model

* [beit] fix bugs

* [beit] fix bugs

* [testing] fix bugs
2022-12-26 17:35:36 +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 27327a4c90
[example] add palm pytorch version (#2172) 2022-12-22 10:15:34 +08:00
Jiarui Fang 2827f41898
[Gemini] GeminiDPP convert to PyTorch Module. (#2151) 2022-12-20 10:19:36 +08:00
Jiarui Fang c89c66a858
[Gemini] update API of the chunkmemstatscollector. (#2129) 2022-12-14 00:47:06 +08:00
Jiarui Fang 2938edf446
[Gemini] update the non model data record method in runtime memory tracer (#2128) 2022-12-13 17:11:31 +08:00
Jiarui Fang deee317b0f
[Gemini] test step-tensor mapping using repeated_computed_layers.py (#2127) 2022-12-13 16:34:10 +08:00
Jiarui Fang 8fac837679
[Gemini] update non model data calculation method (#2126) 2022-12-13 15:44:07 +08:00
Jiarui Fang 5efda69735
[Gemini] hotfix the unittest bugs (#2125) 2022-12-13 14:14:55 +08:00
Jiarui Fang 05bb28aacf
[Gemini] mapping of preop timestep and param (#2124) 2022-12-13 12:50:24 +08:00
Jiarui Fang 9214d1fe28
[Gemini] chunk init using runtime visited param order (#2115) 2022-12-12 18:06:16 +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 70a8556946
[gemini] get the param visited order during runtime (#2108) 2022-12-09 16:13:03 +08:00
Jiarui Fang 85efb7ac2e
[Gemini] gemini use the runtime memory tracer (RMT) (#2099) 2022-12-07 23:04:02 +08:00
Jiarui Fang 978242326a
[Gemini] remove eval in gemini unittests! (#2092) 2022-12-07 11:58:37 +08:00
Jiarui Fang 1fca5d79ea
[Gemini] remove GLOBAL_MODEL_DATA_TRACER (#2091) 2022-12-06 22:30:16 +08:00
Jiarui Fang 25abae6d7f
[Gemini] use MemStats in Runtime Memory tracer (#2088) 2022-12-06 19:48:20 +08:00
Jiarui Fang 4f21c9e8d9
[Gemini] polish runtime tracer tests (#2077) 2022-12-05 16:22:49 +08:00
Jiarui Fang a7adad9ccb
[Gemini] rename hooks related to runtime mem tracer (#2076) 2022-12-05 15:00:03 +08:00
Jiarui Fang 40b7d55bf3
[Gemini] add albert in test models. (#2075) 2022-12-05 14:09:34 +08:00
Jiarui Fang 616ed91ecd
[test] bert test in non-distributed way (#2074) 2022-12-05 13:32:16 +08:00
Jiarui Fang 223332ff7e
[Gemini] rename ParamTracerWrapper -> RuntimeMemTracer (#2073) 2022-12-05 12:45:11 +08:00
Jiarui Fang 9f828ef36f
[Gemini] remove not used MemtracerWrapper (#2072) 2022-12-05 11:57:59 +08:00
Zihao 38ea4ba1bd
[Gemini] fix grad unreleased issue and param recovery issue (#2052) 2022-12-02 16:04:19 +08:00
HELSON f6178728a0
[gemini] fix init bugs for modules (#2047)
* [gemini] fix init bugs for modules

* fix bugs
2022-11-30 17:06:10 +08:00
Zihao 6a9158f1fa
[Gemini] free and allocate cuda memory by tensor.storage, add grad hook (#2040) 2022-11-30 15:57:45 +08:00
Jiarui Fang 1e885329f4
[test] align model name with the file name. (#2045) 2022-11-30 15:45:26 +08:00
Jiarui Fang 31c644027b
[hotfix] hotfix Gemini for no leaf modules bug (#2043) 2022-11-30 14:53:41 +08:00
HELSON 384cd26314
[zero] fix testing parameters (#2042) 2022-11-30 12:09:32 +08:00
HELSON 17a3c685b0
[zero] fix unit-tests (#2039) 2022-11-30 10:40:31 +08:00
Jiarui Fang eb7742a4bb
[Gemini] more tests for Gemini (#2038)
* [Gemini] more tests for Gemini

* polish code
2022-11-29 17:13:10 +08:00
HELSON 537e181705
[testing] fix testing models (#2036)
* [testing] fix testing models

* roll back
2022-11-29 13:42:06 +08:00
Jiarui Fang 96134e7be3
[hotfix] add bert test for gemini fwd bwd (#2035) 2022-11-29 11:19:52 +08:00
Jiarui Fang 28aa9a4294
[Gemini] more rigorous unit tests for run_fwd_bwd (#2034) 2022-11-29 09:26:06 +08:00
Zihao 95c4532fff
[Gemini] paramWrapper paramTracerHook unitest (#2030) 2022-11-26 13:30:24 +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 2e9cbfca12
[Gemini] add unitests to check gemini correctness (#2015) 2022-11-24 16:51:45 +08:00
Jiarui Fang 0b0d8f9e17
[hotfix] revert bug PRs (#2016) 2022-11-24 15:28:58 +08:00
Zihao 0160a62a3c
[Gemini] param_tracer_wrapper and test case (#2009) 2022-11-24 14:40:33 +08:00
Jiarui Fang 3d907faede
[Gemini] add an inline_op_module to common test models and polish unitests. (#2004) 2022-11-23 16:55:54 +08:00