1068 Commits (65f56f49e8ff5db4fe9b1911f90f8d1950fe1c47)

Author	SHA1	Message	Date
YuliangLiu0306	e34e850a4c	[autoparallel]add essential CommActions for broadcast oprands (#1793)	2 years ago
Boyuan Yao	05ce3d369f	[fx] Add linear metainfo class for auto parallel (#1783) ... * [fx] metainfo class for auto parallel * [fx] add unit test for linear metainfo * [fx] fix bwd param for linear * [fx] modify unit test * [fx] modify unit test * [fx] modify import * [fx] modify import * [fx] modify import * [fx] move meta profiler to auto parallel	2 years ago
Super Daniel	e8a9bebc87	[autoparallel] refactor and add rotorc. (#1789) ... * [autoparallel] refactor and add rotorc. * [autoparallel] refactor and add rotorc.	2 years ago
YuliangLiu0306	2c4c7b3618	[autoparallel] add getattr handler (#1767) ... * [autoparallel] add getattr haandler * polish code * add extra processes for Parameters * add unit test for param resharding cost * add docstring and polish test	2 years ago
HELSON	c6a1a62636	[hotfix] fix zero's incompatibility with checkpoint in torch-1.12 (#1786) ... * [hotfix] fix zero's incompatibility with checkpoint in torch-1.12 * [zero] add cpu shard init * [zero] add tiny example test * [colo_tensor] fix bugs for torch-1.11	2 years ago
kurisusnowdeng	0b8161fab8	updated tp layers	2 years ago
Jiarui Fang	cb5a587e9a	[hotfix] polish chunk import (#1787)	2 years ago
YuliangLiu0306	e859380bf7	[fx] support module with bias addition (#1780) ... * [autoparallel] refactor tracer to fix bias addition issue * [fx] support module with bias addition * create bias_addition_module * refactor file structure * polish code * fix unit test	2 years ago
Frank Lee	f3f19a5c47	[autoparallel] added matmul handler (#1763) ... * [autoparallel] added matmul handler * polish code	2 years ago
Ziyue Jiang	4df0194976	[Pipeline]Adapt to Pipelinable OPT (#1782)	2 years ago
YuliangLiu0306	27de252334	[autoparallel] fix conv handler numerical test (#1771)	2 years ago
Super Daniel	1e88811c7a	[autoparallel] move ckpt solvers to autoparallel folder / refactor code (#1764) ... * [autoparallel] first move. * [autoparallel] add solver rotor. * [autoparallel] add ckpt solvers. * [autoparallel] modify codegen. * [fx] fix annotation in test. * [fx] remove check. * [autoparallel] polish docstring. * [fx] refactor MetaTensor.	2 years ago
Jiarui Fang	f34dab4270	[compatibility] ChunkMgr import error (#1772)	2 years ago
YuliangLiu0306	b0f7c8bde8	[autoparallel] update CommSpec to CommActions (#1768) ... * [autoparallel] update CommSpec to CommActions * polish code	2 years ago
YuliangLiu0306	b4cc59b61e	[autoparallel] add numerical test for node strategies (#1760) ... * [autoparallel] add numerical test for node strategies * polish code * polish code	2 years ago
oahzxl	25952b67d7	[feat] add flash attention (#1762)	2 years ago
Super Daniel	0584654c79	[fx] refactor memory utils and extend shard utils. (#1754) ... * [fx] change memory.py to memory_utils.py. * [fx] add shard utils. * [fx] fix import. * [fx] check code style. * [fx] add comment. * [autoparallel] first move. * [fx] add time computations.	2 years ago
Ziyue Jiang	63f250bbd4	fix file name (#1759) ... Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>	2 years ago
YuliangLiu0306	314d8c497f	[autoparallel] refactor the runtime apply pass and add docstring to passes (#1757) ... * [autoparallel] refactor the runtime apply pass and add doc string to passes * fix unit test * polish	2 years ago
Frank Lee	f9a613d660	[autoparallel] added binary elementwise node handler (#1758) ... * [autoparallel] added binary elementwise node handler * polish code	2 years ago
YuliangLiu0306	d2fc067231	[autoparallel] fix param hook issue in transform pass (#1755)	2 years ago
Frank Lee	262652c8bc	[autoparallel] added addbmm handler (#1751)	2 years ago
YuliangLiu0306	980ed21723	[autoparallel] shard param and buffer as expected (#1753) ... * [autoparallel] shard param and buffer as expected * fix unit test issue	2 years ago
YuliangLiu0306	cdb7d5e7d2	[hotfix] autoparallel unit test (#1752)	2 years ago
YuliangLiu0306	a4ce180e85	[autoparallel] add sequential order to communication actions (#1735)	2 years ago
Frank Lee	474111ecb5	[autoparallel] fixed wrong sharding strategy in conv handler (#1747) ... * [autoparallel] fixed wrong sharding strategy in conv handler * polish code	2 years ago
Frank Lee	8b8937d901	[autoparallel] fixed wrong generated strategy for dot op (#1746) ... * [autoparallel] fixed wrong generated strategy for dot op * polish code	2 years ago
Frank Lee	993b8875b6	[autoparallel] handled illegal sharding strategy in shape consistency (#1744) ... * [autoparallel] handled illegal sharding strategy in shape consistency * polish code	2 years ago
Frank Lee	88a79814fb	[autoparallel] handled illegal strategy in node handler (#1743) ... * [autoparallel] handled illegal strategy in node handler * polish code	2 years ago
Super Daniel	30874f1692	[fx/profiler] debug the fx.profiler / add an example test script for fx.profiler (#1730) ... * [fx/profiler] add test. * [fx] fix file names. * [fx] add docstring and comment. * [fx] polish profiler.py. * [fx] fix import errors. * [fx] fix profiler. * [fx] fix names.	2 years ago
Frank Lee	eee84908d4	[autoparallel] handled illegal sharding strategy (#1728) ... * [autoparallel] handled illegal sharding strategy * polish code	2 years ago
Sze-qq	23703c9dd6	[NFC] polish colossalai/nn/metric/_utils.py code style (#1727)	2 years ago
Ofey Chan	7e62af28a0	[NFC] polish accuracy_2d.py code style (#1719)	2 years ago
LuGY	730f88f8e1	[NFC] polish _checkpoint_hook.py code style (#1722)	2 years ago
CsRic	ea961d8fd1	[NFC] polish colossalai/zero/sharded_param/__init__.py code style (#1717) ... Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>	2 years ago
yuxuan-lou	2b49ca80a3	[NFC] polish colossalai/nn/lr_scheduler/linear.py code style (#1716)	2 years ago
shenggan	e1d780030d	[NFC] polish colossalai/nn/metric/accuracy_2p5d.py code style (#1714)	2 years ago
YuliangLiu0306	d373e67b99	[hotfix] resharding cost issue (#1742)	2 years ago
Jiarui Fang	24e84eba60	upgrade version to 0.1.11rc1 (#1739)	2 years ago
Frank Lee	d2e0e39c9d	[release] update to v0.1.11 (#1736)	2 years ago
HELSON	f69f9bf223	[zero] add chunk init function for users (#1729) ... * add chunk manager init function * fix unit tests * add comment * add flush=True	2 years ago
YuliangLiu0306	51b89d2202	[autoparallel] runtime_backward_apply (#1720)	2 years ago
Super Daniel	393f594051	[fx/meta/rpc] move _meta_registration.py to fx folder / register fx functions with compatibility checks / remove color debug (#1710) ... * [fx] move meta registration * [fx] fix tests. * [fx] fix test. * [fx] fix. * [meta] refactor meta registration.py. * [fx] add compatibility descriptions. * [fx] polish import. * [fx] add a decorator. * [fx] fix tests. * [fx] remove print. * [fx] edit raise error. * [fx] edit raise error. * [fx] add type hint. * [fx] fix import in experimental. * [rpc] remove color debug. * [meta] fix naming.	2 years ago
YuliangLiu0306	845ff4a47a	[autoparallel] resnet block runtime apply (#1709) ... * [autoparallel] resnet block runtime apply * seperate buffer and parameter in MemoryCost * polish code * add comments and todos * fix test issue	2 years ago
Frank Lee	22a115406b	[autoparallel] fixed broken node handler tests (#1708)	2 years ago
HELSON	1468e4bcfc	[zero] add constant placement policy (#1705) ... * fixes memory leak when paramter is in fp16 in ZeroDDP init. * bans chunk releasement in CUDA. Only when a chunk is about to offload, it is allowed to release. * adds a constant placement policy. With it, users can allocate a reserved caching memory space for parameters.	2 years ago
binmakeswell	5f41463a76	add optimizer README for tutorials (#1707)	2 years ago
Frank Lee	6c331a5a09	[autoparallel] refactored the autoparallel module for organization (#1706) ... * [autoparallel] refactored the autoparallel module for organization * polish code	2 years ago
Frank Lee	91cd34e6e0	[unittest] added doc for the pytest wrapper (#1704)	2 years ago
YuliangLiu0306	451cd72dea	[autoparallel] adapt runtime passes (#1703) ... * [autoparallel] adapt runtime passes v2 * polish code	2 years ago
Jiarui Fang	21962e1593	[embedding] rename FreqAwareEmbedding -> CachedEmbedding (#1699)	2 years ago
Frank Lee	0e52f3d3d5	[unittest] supported condititonal testing based on env var (#1701) ... polish code	2 years ago
Frank Lee	8283e95db3	[autoparallel] collated all deprecated files (#1700) ... * [autoparallel] collated all deprecated files * polish code	2 years ago
Frank Lee	e2355d01b9	[autoparallel] init new folder structure (#1696)	2 years ago
YuliangLiu0306	81f7530ee7	[autoparallel] adapt solver and CostGraph with new handler (#1695) ... * [autoparallel] adapt solver and CostGraph with new handler * fix test issue	2 years ago
YuliangLiu0306	42b882ef06	[autoparallel] add output handler and placeholder handler (#1694) ... * [autoparallel] add output handler and placeholder handler * Delete test_solver_with_resnet.py * fix test bugs	2 years ago
YuliangLiu0306	56088e6d98	[autoparallel] add pooling handler (#1690) ... * [autoparallel] add pooling handler * polish code	2 years ago
YuliangLiu0306	319d654f79	[autoparallel] where_handler_v2 (#1688) ... * where generator * [autoparallel] where_handler_v2	2 years ago
Boyuan Yao	31d2f03d27	[autoparallel] fix C version rotor inconsistency (#1691)	2 years ago
Jiarui Fang	363fc2861a	[embeddings] more detailed timer (#1692)	2 years ago
Frank Lee	4973157ad7	[autoparallel] added sharding spec conversion for linear handler (#1687)	2 years ago
YuliangLiu0306	af718e83f2	[autoparallel] add reshape handler v2 and fix some previous bug (#1683)	2 years ago
YuliangLiu0306	6878e42248	[hotfix] solver bug caused by dict type comm cost (#1686)	2 years ago
Super Daniel	3dd6994427	[fx/profiler] assigned UUID to each unrecorded tensor/ improved performance on GPT-2 (#1679) ... * [fx/profiler] modify data_ptr into uuid for all tensors. * [fx] modify uuid. * [fx/profiler] tune performance on GPT-2. * [fx] updates. * [fx] debug. * [fx] debug. * [fx] cuda.	2 years ago
Kirigaya Kazuto	0df5034a36	[pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework (#1684) ... * [pipeline/tuning] improve dispatch performance both time and space cost * [pipeline/converge] add interface for testing convergence * [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style * Update PipelineBase.py * [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera * [pipeline/chimera] test chimera | fix bug of initializing * [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward * [pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework	2 years ago
jim	e5ab6be72e	[hotfix[ fix colotensor.type() raise NotImplementedError (#1682)	2 years ago
Kirigaya Kazuto	3b2a59b0ba	[pipeline/rank_recorder] fix bug when process data before backward | add a tool for multiple ranks debug (#1681) ... * [pipeline/tuning] improve dispatch performance both time and space cost * [pipeline/converge] add interface for testing convergence * [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style * Update PipelineBase.py * [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera * [pipeline/chimera] test chimera | fix bug of initializing * [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward	2 years ago
YuliangLiu0306	517b63939a	[autoparallel] add unary element wise handler v2 (#1674)	2 years ago
YuliangLiu0306	f6c6a932b8	[autoparallel] add following node generator (#1673) ... * [autoparallel] add following node generator * polish code * polish code * update name of arguments	2 years ago
YuliangLiu0306	52fda88796	[autoparallel] add layer norm handler v2 (#1671) ... * [autoparallel] add layer norm handler v2 * polish code * polish code	2 years ago
Fazzie-Maqianli	87c5ad352a	update version to 0.1.10 (#1676)	2 years ago
HELSON	b28991dd0a	[feature] A new ZeRO implementation (#1644)	2 years ago
Boyuan Yao	b1be5b88bd	[autoparallel] fix insecure subprocess (#1680) ... * [autoparallel] fix insecure subprocess * [fx] fix insecure subprocess	2 years ago
Boyuan Yao	d8420f81a4	[hotfix] fix wrong type name in profiler (#1678)	2 years ago
Boyuan Yao	132b4306b7	[fx] Add concrete info prop (#1677) ... * [fx] concreteinfoprop * [fx] add concreteinfoprop * [fx] modify docstring of ConcreteInfoProp * [fx] fix device error * [fx] modify parameter calculation * [fx] modify parameters calculation	2 years ago
Boyuan Yao	1df98d5b66	[autoparallel] add rotor C version (#1658) ... * [autoparallel] add rotor c version * [fx] remove metainfoprop in rotor solver * [autoparallel] modify C code format * [autoparallel] remove build.py * [autoparallel] fix C extension build * [autoparallel] add C solver consistency test * [autoparallel] remove some unused imports * [autoparallel] refactor rotor solver code * [autoparallel] replace print with colossalai logger * [autoparallel] ranks fixed	2 years ago
YuliangLiu0306	11ec070e53	[hotfix]unit test (#1670)	2 years ago
Frank Lee	a60024e77a	[autoparallel] added utils for broadcast operation (#1665) ... * [autoparallel] added utils for broadcast operation * polish code	2 years ago
YuliangLiu0306	3f068d1409	[autoparallel] update CommSpec (#1667)	2 years ago
Frank Lee	247a9dbca9	[autoparallel] added bias comm spec to matmul strategy (#1664)	2 years ago
YuliangLiu0306	746f8f979d	[autoparallel] add batch norm handler v2 (#1666)	2 years ago
Kirigaya Kazuto	9708638ded	[pipeline/pytree] add pytree to process args and kwargs | provide `data_process_func` to process args and kwargs after forward (#1642) ... * [pipeline/tuning] improve dispatch performance both time and space cost * [pipeline/converge] add interface for testing convergence * [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style * Update PipelineBase.py * [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera * [pipeline/chimera] test chimera | fix bug of initializing * [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward	2 years ago
YuliangLiu0306	c27e701cb2	[autoparallel] remove no strategy nodes (#1652) ... * [autoparallel] remove no strategy nodes * fix none object iteration issue	2 years ago
Frank Lee	50f16a2850	[autoparallel] added compute resharding costs for node handler (#1662)	2 years ago
Frank Lee	9ec401a722	[autoparallel] added new strategy constructor template (#1661) ... * [autoparallel] added new strategy constructor template * polish code	2 years ago
Frank Lee	3a4d6f63a8	[autoparallel] added node handler for bmm (#1655)	2 years ago
YuliangLiu0306	095854477f	[autoparallel] add conv handler v2 (#1663)	2 years ago
YuliangLiu0306	1e7816a460	[autoparallel] adapt solver with gpt (#1653)	2 years ago
Jiarui Fang	c638bec028	[embedding] polish async copy (#1657)	2 years ago
Jiarui Fang	988570e4a6	[embedding] add more detail profiling (#1656)	2 years ago
Jiarui Fang	e1f97fd2b8	[embedding] print profiling results (#1654)	2 years ago
Frank Lee	30e50c8b4a	[autoparallel] implemented all matmul strategy generator (#1650)	2 years ago
YuliangLiu0306	03978aad45	[autoparallel] change the following nodes strategies generation logic (#1636) ... * [autoparallel] change the following nodes strategies generation logic * fix unit test	2 years ago
YuliangLiu0306	59f100510a	[autoparallel] where handler (#1651) ... * [autoparallel] where handler * fix unit test	2 years ago
Super Daniel	6135e178b3	[fx] refactor code for profiler / enable fake tensor movement. (#1646) ... * [fx/profiling] provide summary for MetaInfoProp. * [fx/profiler] provide a table of summary. * [fx/profiler] provide a table of summary. * [fx/profiler] provide a table of summary. * [fx/profiler] provide a table of summary. * [fx] optimize table repr. * [fx] optimize table repr. * [fx] refactor code for profiler. * [fx] add docstring. * [fx] add docstring. * [fx] skip test. * [fx] redo. * [fx] redo. * [fx] fix import error for torch11. * [fx] fix import error for torch11.	2 years ago
Boyuan Yao	5d0fdb9cb4	[fx] fix offload codegen test (#1648) ... * [fx] fix offload codegen test * [fx] modify typing	2 years ago
Frank Lee	45b39a692a	[autoparallel] implemented linear projection strategy generator (#1639)	2 years ago
Frank Lee	154d3ef432	[fix] fixed the collective pattern name for consistency (#1649) ... * [fix] fixed the collective pattern name for consistency * polish code	2 years ago
YuliangLiu0306	b2b2a4af98	[autoparallel] adapt solver with mlp (#1638)	2 years ago
Jiarui Fang	04443605a5	[embedding] non-blocking cpu-gpu copy (#1647)	2 years ago
CsRic	0767f67a0f	[embedding] isolate cache_op from forward (#1645) ... Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>	2 years ago
Jiarui Fang	c5d39215f6	Revert "[feature] new zero implementation (#1623)" (#1643) ... This reverts commit 5be118f405.	2 years ago
HELSON	5be118f405	[feature] new zero implementation (#1623)	2 years ago
Boyuan Yao	f921733621	[autoparallel] Add pofo sequence annotation (#1637) ... * [autoparallel] annotate pofo sequence * [autoparallel] remove unused print * [autoparallel] fix some code	2 years ago
Super Daniel	04bbabeea8	[fx/profiler] provide a table of summary. (#1634) ... * [fx/profiling] provide summary for MetaInfoProp. * [fx/profiler] provide a table of summary. * [fx] optimize table repr.	2 years ago
HELSON	95c35f73bd	[moe] initialize MoE groups by ProcessGroup (#1640)	2 years ago
Jiarui Fang	e57df80325	[embeddings] cache option (#1635)	2 years ago
HELSON	a088022efc	[moe] fix moe bugs (#1633)	2 years ago
YuliangLiu0306	702dbc5288	[tensor] use communication autograd func (#1617) ... * [tensor] use communication autograd func * change all to all comm spec info * rename pattern and distinguish fwd/bwd * polish code	2 years ago
YuliangLiu0306	c7ac0f4ab2	[autoparallel] add elementwise handler (#1622) ... * [autoparallel] add elementwise handler * polish code * polish code * reduce skipped strategies range * polish code	2 years ago
YuliangLiu0306	3a46215135	[autoparallel] add embedding handler (#1620)	2 years ago
YuliangLiu0306	69448f64c4	[autoparallel] protect bcast handler from invalid strategies (#1631)	2 years ago
YuliangLiu0306	0c703189b9	[autoparallel] add layernorm handler (#1629)	2 years ago
YuliangLiu0306	bf77d3ab65	[autoparallel] recover the merged node strategy index (#1613)	2 years ago
Boyuan Yao	d6b01feb66	[fx] Modify offload codegen (#1618) ... * [fx] modify offload codegen * [fx] remove repeated hook definitions * [fx] modify offload test	2 years ago
Super Daniel	d967779a32	[fx/profiler] tuned the calculation of memory estimation (#1619) ... * [fx] tuned the meta info and rotor solver. * [fx] remove import. * [fx] remove import. * [fx] remove import. * [fx] tune the meta calculations. * [fx] polish comments. * [fx] remove assertions. * [fx] modify test cases. * [fx] modify test cases. * [fx] optimize import. * [fx	2 years ago
HELSON	f7f2248771	[moe] fix MoE bugs (#1628) ... * remove forced FP32 modules * correct no_shard-contexts' positions	2 years ago
Jiarui Fang	38c68b5b9a	[embedding] rollback for better FAW performance (#1625)	2 years ago
Frank Lee	d925122020	[autoparallel] added new linear module handler (#1616)	2 years ago
Kirigaya Kazuto	170fa81095	[pipeline/chimera] test chimera | fix bug of initializing (#1615) ... * [pipeline/tuning] improve dispatch performance both time and space cost * [pipeline/converge] add interface for testing convergence * [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style * Update PipelineBase.py * [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera * [pipeline/chimera] test chimera | fix bug of initializing	2 years ago
Jiarui Fang	504ff1d101	[embeddings] use cache_ratio instead of cuda_row_num (#1611)	2 years ago
YuliangLiu0306	6a8f8cc05e	[hotfix] got sliced types (#1614)	2 years ago
Frank Lee	d397842fa8	[autoparallel] added new node handler (#1612)	2 years ago
YuliangLiu0306	7d1bb71d5d	[fx] PoC of runtime shape consistency application (#1607) ... * [fx] PoC of runtime shape consistency application * polish code	2 years ago
YuliangLiu0306	47b11c432c	[autoparallel]add bcast matmul strategies (#1605)	2 years ago
Frank Lee	edb67cb378	[autoparallel] refactored the data structure for sharding strategy (#1610)	2 years ago
Boyuan Yao	933b6c6367	[fx] Add pofo solver (#1608) ... * [fx] add pofo algorithm * [fx] Add pofo solver * [fx] code refactor * [fx] fix test_linearize import	2 years ago
Kirigaya Kazuto	edc9e419ad	[pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera (#1595) ... * [pipeline/tuning] improve dispatch performance both time and space cost * [pipeline/converge] add interface for testing convergence * [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style * Update PipelineBase.py * [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera	2 years ago
ver217	c9e8ce67b8	fix move fp32 shards (#1604)	2 years ago
YuliangLiu0306	eac1b79371	[autoparallel] add bcast op handler (#1600) ... * [autoparallel] add bcast op handler * polish code * add more BCAST FUNC OP * polish code * add exception handler * polish	2 years ago
Frank Lee	3abf98a633	[autoparallel] added all non-bcast matmul strategies (#1603)	2 years ago
Frank Lee	db98b695b2	[autoparallel] added strategy generator and bmm strategies (#1602)	2 years ago
Jiarui Fang	a19eb80998	[embedding] updates some default parameters	2 years ago
Super Daniel	cd5cf2bcc9	[fx/tuning] tune performance on rotor with meta info. (#1599)	2 years ago
Boyuan Yao	a7cda6f57d	[fx] Add offload codegen (#1598) ... * [fx] add input activation offload to codegen * [fx] modify unit test * [fx] remove two skips in torch11 * [fx] use all_input_nodes instead of _input_nodes	2 years ago
Super Daniel	c8e9b2ad78	[hotfix/rotor] fix variable names (#1597) ... * [fx] add some comment and docstrings. * [fx] add dataflow analysis for an autograd graph. * add intepretation for graph analysis. * [fx] before doing save_tensor_hooks. * [fx] provide an accurate estimation of memory except for GPT-2. * [fx] provide an accurate estimation of memory except for GPT-2. * [fx] provide an accurate estimation of memory except for GPT-2. * [fx] a very accurate version on GPT-2. * [fx] refactor code. * [fx] remove redundant inplace=True. * [fx] refactor code. * [fx] refactor code. * [fx] refactor code. * [fx] dive into backward memory. * [fx] fix variable names in ckpt_solvers and unskip tests. * [fx] commit my changes. * [fx] restore skips. * [fx] restore skips. * [fx] chaange stage into phase. * [fx] chaange stage into phase. * [fx] chaange stage into phase.	2 years ago
YuliangLiu0306	faa23b9d9a	[autoparallel] add reshape handler (#1594) ... * [autoparallel] add reshape handler * polish code	2 years ago
Super Daniel	5c494d4540	[fx] provide an accurate estimation of memory. (#1587) ... * [fx] add some comment and docstrings. * [fx] add dataflow analysis for an autograd graph. * add intepretation for graph analysis. * [fx] before doing save_tensor_hooks. * [fx] provide an accurate estimation of memory except for GPT-2. * [fx] provide an accurate estimation of memory except for GPT-2. * [fx] provide an accurate estimation of memory except for GPT-2. * [fx] a very accurate version on GPT-2. * [fx] refactor code. * [fx] remove redundant inplace=True. * [fx] refactor code. * [fx] refactor code. * [fx] refactor code. * [fx] dive into backward memory.	2 years ago
Frank Lee	27fe8af60c	[autoparallel] refactored shape consistency to remove redundancy (#1591) ... * [autoparallel] refactored shape consistency to remove redundancy * polish code * polish code * polish code	2 years ago
YuliangLiu0306	d164449d00	[autoparallel] add resnet autoparallel unit test and add backward weight communication cost (#1589)	2 years ago
Frank Lee	7c18a588c8	[autoparallel] added generate_sharding_spec to utils (#1590)	2 years ago
Boyuan Yao	49ccf8b5f8	[fx] Improve linearize and rotor solver (#1586) ... * [fx] add nested activation_checkpoint codegen * undo algorithms commits * solver * undo some commits * [fx] torch11 add nested activation checkpoint codegen * remove some imports * [fx] add some comments in activation codegen * [fx] codegen instance error fix * [fx] imporve linearize and rotor solver * [fx] some comments and format modification	2 years ago
Frank Lee	219f66c571	[autoparallel] added solver option dataclass (#1588)	2 years ago
YuliangLiu0306	82d4376c23	[autoparallel] adapt solver with resnet (#1583) ... * [autoparallel]adapt solver with resnet * polish code * polish code	2 years ago
CsRic	f3403ff98e	[embeddings] add already_split_along_rank flag for tablewise mode (#1584)	2 years ago
Boyuan Yao	f3687e4ee2	[fx] Add nested checkpoint in activation checkpoint codegen (#1585) ... * [fx] add nested activation_checkpoint codegen * undo algorithms commits * solver * undo some commits * [fx] torch11 add nested activation checkpoint codegen * remove some imports * [fx] add some comments in activation codegen * [fx] codegen instance error fix	2 years ago
Boyuan Yao	20e466527b	[NFC] polish ./colossalai/trainer/hooks/_lr_scheduler_hook.py code style (#1576)	2 years ago
Fazzie-Maqianli	06dccdde44	[NFC] polish colossalai/zero/sharded_model/reduce_scatter.py code style (#1554)	2 years ago
CsRic	2ac46f7be4	[NFC] polish utils/tensor_detector/__init__.py code style (#1573) ... Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>	2 years ago
Sze-qq	2144cbae8c	[NFC] polish colossalai/nn/lr_scheduler/multistep.py code style (#1572)	2 years ago
superhao1995	e4bf7ae667	[NFC] polish colossalai/nn/lr_scheduler/torch.py code style (#1571) ... Co-authored-by: Research <research@soccf-snr3-017.comp.nus.edu.sg>	2 years ago
Jiatong Han	3263cdf57f	[NFC] polish colossalai/nn/parallel/data_parallel.py code style (#1570) ... Co-authored-by: JThh <jiatong.han@u.nus.edu>	2 years ago
Zirui Zhu	f566c9b98d	[NFC] polish colossalai/pipeline/utils.py code style (#1562)	2 years ago
Xue Fuzhao	e070ca45c6	[NFC] polish colossalai/fx/tracer/meta_patch/patched_module/convolution.py code style (#1563)	2 years ago
Zangwei Zheng	9823cbf24b	[NFC] polish colossalai/gemini/update/chunkv2.py code style (#1565)	2 years ago
DouJS	f586887a90	[NFC] polish colossalai/nn/layer/colossalai_layer/dropout.py code style (#1568)	2 years ago
LuGY	c7d4932956	[NFC] polish colossalai/utils/tensor_detector/tensor_detector.py code style (#1566)	2 years ago
BigOneLiXiaoMing	0c4c9aa6e0	[NFC] polish colossalai/nn/_ops/embedding.py code style (#1561)	2 years ago
Ziheng Qin	08815f0e72	[NFC] polish colossalai/builder/__init__.py code style (#1560) ... Co-authored-by: henryqin1997 <henryqin1997@gamil.com>	2 years ago
Super Daniel	8328917348	[NFC] polish colossalai/testing/comparison.py code style. (#1558)	2 years ago
Ofey Chan	7cc052f6c0	[NFC] polish colossalai/nn/layer/colossalai_layer/linear.py (#1556)	2 years ago
Kai Wang (Victor Kai)	46931e3c32	[NFC] polish code colossalai/gemini/update/search_utils.py (#1557)	2 years ago
yuxuan-lou	413f9c19f4	[NFC] polish colossalai/nn/_ops/layernorm.py code style (#1555)	2 years ago
shenggan	8edb777cc2	[NFC] polish colossalai/nn/loss/loss_2p5d.py code style (#1553)	2 years ago
Maruyama_Aya	bd2d789832	[NFC] polish colossalai/nn/_ops/embedding_bag.py code style (#1552)	2 years ago
binmakeswell	73e9eb13b7	[NFC] polish colossalai/nn/lr_scheduler/cosine.py code style	2 years ago
Kirigaya Kazuto	318fbf1145	[NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style (#1559)	2 years ago
CsRic	a389ac4ec9	[embedding] cache_embedding small improvement (#1564)	2 years ago
ver217	10dd8226b1	add gather_output for VocabParallelClassifier1D (#1569)	2 years ago
Kirigaya Kazuto	6159d45417	[pipeline/tuning] improve dispatch performance both time and space cost (#1544)	2 years ago
Super Daniel	4f59693207	[fx] provide a stable but not accurate enough version of profiler. (#1547) ... * [fx] compute memory stat and flop count for MetaInfoProp. * [fx] modify node attribute. * [fx] modify ckpt_chen. * [fx] fix compatibility. * [fx] fix import error. * [fx] skip test for MetaInfoProp. * [fx] skip test for MetaInfoProp. * [fx] skip test for MetaInfoProp. * [fx] skip test for MetaInfoProp. * [fx] skip if torch 1.11.0. * [fx] recover MetaInfoProp support for PyTorch 1.11. * [fx] provide a stable but not accurate enough version of profiler. * [fx] provide a stable but not accurate enough version of profiler. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix compatibility in tests. * [fx] fix import error.	2 years ago
YuliangLiu0306	0908d0fc61	[autoparallel]add backward cost info into strategies (#1524)	2 years ago
YuliangLiu0306	1a3599410d	[autoparallel] support fucntion in operator handler (#1529)	2 years ago
YuliangLiu0306	44c866a3e3	[autoparallel] change the merge node logic (#1533)	2 years ago
ver217	ae71036cd2	[utils] refactor parallel layers checkpoint and bcast model on loading checkpoint (#1548) ... * refactor parallel layer * broadcast rank0 model after load ckpt	2 years ago
ver217	2bed096848	[utils] optimize partition_tensor_parallel_state_dict (#1546)	2 years ago
Super Daniel	d8a5aded19	[hotfix] change namespace for meta_trace. (#1541)	2 years ago
ver217	a203b709d5	[hotfix] fix init context (#1543) ... * fix init context * fix lazy init ctx	2 years ago
Jiarui Fang	64169f3e8f	[embedding] polish parallel embedding tablewise (#1545)	2 years ago
Boyuan Yao	46c6cc79a9	[fx] Add common node in model linearize (#1542) ... * [fx] Add common node into linearize * [fx] Add common node to solver	2 years ago
CsRic	964123ae0f	[embedding] freq_aware_embedding: add small functions for caller application (#1537)	2 years ago
Super Daniel	70129603aa	[fx] support meta tracing for aten level computation graphs like functorch. (#1536) ... * [fx] support meta tracing for aten level computation graphs like functorch. * [fx] support meta tracing for aten level computation graphs like functorch. * [fx] remove redundant import. * [fx] add docstring.	2 years ago
Jiarui Fang	521078ffc9	[embedding] fix a bug in table wise sharding (#1538)	2 years ago
Jiarui Fang	87134524fd	[embedding] tablewise sharding polish (#1535)	2 years ago
Boyuan Yao	56159049e8	[fx] Modify solver linearize and add corresponding test (#1531) ... * [fx] modify solver linearize and add test * [fx] add torch11 test of linearize but skip it * [fx] remove some unused imports	2 years ago
YuliangLiu0306	4b3d6caeb3	[fx]patch nn.functional convolution (#1528)	2 years ago
CsRic	5156d5b4f8	[embedding] add tablewise sharding for FAW (#1526)	2 years ago
Kirigaya Kazuto	f1e1836218	[pipeline/pipleline_process_group] finish PipelineProcessGroup to manage local abd global rank in TP,DP and PP (#1508) ... * support p2p communication with any type of object | pass test * reconstruct pipeline schedule with p2p_v2.py(support communication with List[Any]) | pass test * [engin/schedule] use p2p_v2 to recontruct pipeline_schedule * [pipeline/rpc] implement a demo for PP with cuda rpc framework * [pipeline/rpc] support interleaving | fix checkpoint bug | change logic when dispatch data in work_list to ensure steady 1F1B * [pipeline/rpc] implement distributed optimizer | test with assert_close * [pipeline/rpc] implement distributed optimizer | test with assert_close * [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy * [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy * [pipeline/rpc] update outstanding mechanism | optimize dispatching strategy * [pipeline/pipleline_process_group] finish PipelineProcessGroup to manage local abd global rank in TP,DP and PP * [pipeline/pipleline_process_group] remove comment * [pipeline/pipleline_process_group] remove comment * [pipeline/pipleline_process_group] skip process group test * [pipeline/pipleline_process_group] remove test named function	2 years ago
Super Daniel	112a1f0a8f	[hotfix] avoid conflict of meta registry with torch 1.13.0. (#1530) ... * [hotfix] avoid conflict of meta registry with torch 1.13.0. * [hotfix] avoid conflict of meta registry with torch 1.13.0.	2 years ago
Boyuan Yao	b231430bcb	[fx] Fix wrong index in annotation and minimal flops in ckpt solver (#1521) ... * [fx] fix wrong variable name in solver rotor * [fx] fix wrong variable name in solver rotor * [fx] fix the discretize bug * [fx] fix the first op in activation checkpoint codegen * [fx] fix some bugs of ckpt solver * [fx] modify test_ckpt_torchvision * [fx] set sequence to __sequence__ attr of GraphModule * [fx] docstring modification * [fx] remove performance test	2 years ago
Super Daniel	5cc849f6ce	[fx] hack __torch_dispatch__ for meta tensor and autograd. (#1515) ... * [fx] hack __torch_dispatch__ for meta tensor and autograd. * [fx] hack __torch_dispatch__ for meta tensor and autograd. * [fx] hack __torch_dispatch__ for meta tensor and autograd. * [fx] hack __torch_dispatch__ for meta tensor and autograd. * [fx] hack __torch_dispatch__ for meta tensor and autograd. * [fx] add bad case detections. * [fx] add bad case detections. * [fx] rename MetaTensor attributes. * [fx] fix unexpected error. * [fx] fix unexpected error. * [fx] fix unexpected error. * [fx] fix unexpected error. * [fx] fix unexpected error. * [fx] add register backward for native_batch_norm_backward. * [fx] add more meta backend support for nn.Modules. * [fx] add meta backend to support timm and torchvision models. * [fx] add meta hardswish for timm models.	2 years ago
Jiarui Fang	4537d39df9	[doc] docstring for FreqAwareEmbeddingBag (#1525)	2 years ago
YuliangLiu0306	3345c6d352	[autoparellel]add strategies constructor (#1505) ... * [autoparellel]add strategies constructor * remove duplicated strategies * polish code * adapt cost graph with StrategiesConstructor * polish	2 years ago
Frank Lee	a0436a62ee	[autoparallel] added liveness analysis (#1516) ... * [autoparallel] added liveness analysis * remove memory cost	2 years ago
Jiarui Fang	9a9ef65313	[FAW] cpu caching operations (#1520)	2 years ago
Super Daniel	ea1a95b8b9	[hotfix] fix coloproxy typos. (#1519)	2 years ago
Jiarui Fang	af5438caa2	[FAW] refactor reorder() for CachedParamMgr (#1514)	2 years ago
Jiarui Fang	9feee6d06b	[FAW] LFU initialize with dataset freq (#1513)	2 years ago
CsRic	1b8fee8e9c	[FAW] shrink freq_cnter size (#1509)	2 years ago
Boyuan Yao	4acc58ee20	[fx] Fix activation codegen dealing with checkpointing first op (#1510)	2 years ago