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95 Commits (dbd0fd1522c8b779a6d26da3c4cce52442ce494d)

Author SHA1 Message Date
Shawn-Kong 1712da2800
[NFC] polish colossalai/gemini/gemini_context.py code style (#2690) 2023-02-14 11:55:23 +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
ver217 5b1854309a
[hotfix] fix zero ddp warmup check (#2545) 2023-02-02 16:42:38 +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 2bfeb24308
[zero] add warning for ignored parameters (#2446) 2023-01-11 15:30:09 +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
Jiarui Fang af32022f74
[Gemini] fix the convert_to_torch_module bug (#2269) 2023-01-03 15:55:35 +08:00
Jiarui Fang d5e3e3ec01
[example] update gpt example for larger model scale (#2211) 2022-12-28 13:54:08 +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 b87496a66b
[hotfix] fix auto policy of test_sharded_optim_v2 (#2157) 2022-12-20 23:03:18 +08:00
Jiarui Fang ee287620f0
[Gemini] revert ZeROInitCtx related tracer (#2138) 2022-12-16 12:37:06 +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 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
Jiarui Fang 8afc001f4f
[Gemini] chunk init use OrderedParamGenerator (#2110) 2022-12-11 21:41:13 +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 61f31c3cf0
[Gemini] NFC, polish search_chunk_configuration (#2107) 2022-12-09 15:00:39 +08:00
Jiarui Fang 85efb7ac2e
[Gemini] gemini use the runtime memory tracer (RMT) (#2099) 2022-12-07 23:04:02 +08:00
Jiarui Fang 4b055351b0
[Gemini] make RuntimeMemTracer work correctly (#2096) 2022-12-07 16:59:59 +08:00
Jiarui Fang 1fca5d79ea
[Gemini] remove GLOBAL_MODEL_DATA_TRACER (#2091) 2022-12-06 22:30:16 +08:00
Jiarui Fang 28e55c2530
[Gemini] remove GLOBAL_CUDA_MEM_INFO (#2090) 2022-12-06 22:10:47 +08:00
Jiarui Fang 25abae6d7f
[Gemini] use MemStats in Runtime Memory tracer (#2088) 2022-12-06 19:48:20 +08:00
Jiarui Fang 33f4412102
[Gemini] use MemStats to store the tracing data. Seperate it from Collector. (#2084) 2022-12-06 16:43:06 +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
Jiarui Fang a7adad9ccb
[Gemini] rename hooks related to runtime mem tracer (#2076) 2022-12-05 15:00:03 +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
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 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
Zihao a719b89a41
[gemini] param_trace_hook (#2020) 2022-11-24 18:08:36 +08:00
Jiarui Fang 0b0d8f9e17
[hotfix] revert bug PRs (#2016) 2022-11-24 15:28:58 +08:00
Zihao aba3db464d
[Gemini] ParamMemHook (#2008) 2022-11-24 15:22:51 +08:00
Zihao 0160a62a3c
[Gemini] param_tracer_wrapper and test case (#2009) 2022-11-24 14:40:33 +08:00
Jiarui Fang 3712ac7f90
[Gemini] add bert for MemtracerWrapper unintests (#1982) 2022-11-18 14:58:28 +08:00
Jiarui Fang e481489aa6
[Gemini] MemtracerWrapper unittests (#1981) 2022-11-18 14:19:40 +08:00
Jiarui Fang 31922110ad
[Gemini] memory trace hook (#1978) 2022-11-18 11:52:55 +08:00
Jiarui Fang 0529fcde06
[Gemini] independent runtime tracer (#1974) 2022-11-18 10:53:42 +08:00
Jiarui Fang 7e24b9b9ee
[Gemini] clean no used MemTraceOp (#1970) 2022-11-17 13:41:54 +08:00
Jiarui Fang c4739a725a
[Gemini] polish memstats collector (#1962) 2022-11-16 15:45:57 +08:00