ColossalAI

Commit Graph

Author	SHA1	Message	Date
Boyuan Yao	de1e716dc4	[fx] Add activation checkpoint solver rotor (#1496 ) * [fx] fix defining ckpt functions inside forward * [fx] Modify activation checkpoint codegen and add ColoGraphModule * [fx] some modification * some modifications * some modifications * some modifications * some modifications * some code modifications * [automatic_parallel] ckpt solver rotor * [fx] add ckpt_solver_rotor * [fx] modification * code refactor * code refactor	2 years ago
Super Daniel	32efe8e740	[fx] add profiler for fx nodes. (#1480 ) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] merge development into main (#1) * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen. * [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. * [fx] fix lowercase naming conventions. * [fx] simplify test for ckpt. * [fx] add rules to linearize computation graphs for searching. (#2) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] merge development into main (#1) * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen. * [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. * [fx] fix lowercase naming conventions. * [fx] simplify test for ckpt. * [fx] fix test and algorithm bugs in activation checkpointing. * [fx] polish ckpt_test. * [fx] add rules to linearize computation graphs for searching. * [fx] remove chen_sqrt for sake of simplicity * [fx] remove chen_sqrt for sake of simplicity * [fx] remove chen_sqrt for sake of simplicity * [fx] remove chen_sqrt for sake of simplicity * [fx] fix inconsistencies. * [fx] fix MetaInfoProp. * [fx] fix MetaInfoProp. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] add profiler for fx nodes. * [fx] add profiler for fx nodes. * [fx] add profiler for fx nodes. * [fx] add profiler for fx nodes. * [fx] add profiler for fx nodes. * [fx] add profiler for fx nodes. * [fx] add profiler for fx nodes. * [fx] fix error in tests. * [fx] unfix bug. * [fx] unfix bug.	2 years ago
Super Daniel	bbc58d881b	[fx] fix MetaInfoProp for incorrect calculations and add detections for inplace op. (#1466 ) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] merge development into main (#1) * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen. * [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. * [fx] fix lowercase naming conventions. * [fx] simplify test for ckpt. * [fx] add rules to linearize computation graphs for searching. (#2) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] merge development into main (#1) * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen. * [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. * [fx] fix lowercase naming conventions. * [fx] simplify test for ckpt. * [fx] fix test and algorithm bugs in activation checkpointing. * [fx] polish ckpt_test. * [fx] add rules to linearize computation graphs for searching. * [fx] remove chen_sqrt for sake of simplicity * [fx] remove chen_sqrt for sake of simplicity * [fx] remove chen_sqrt for sake of simplicity * [fx] remove chen_sqrt for sake of simplicity * [fx] fix inconsistencies. * [fx] fix MetaInfoProp. * [fx] fix MetaInfoProp. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands. * [fx] consider MetaInfoProp for inplace operands.	2 years ago
Super Daniel	e7383f578b	[fx] add rules to linearize computation graphs for searching. (#1461 ) * [fx] polish ckpt_test. * [fx] add rules to linearize computation graphs for searching. * [fx] remove chen_sqrt for sake of simplicity * [fx] fix inconsistencies.	2 years ago
Jiarui Fang	36824a304c	[Doc] add more doc for ColoTensor. (#1458 )	2 years ago
Super Daniel	0dbd61c29b	[fx] fix test and algorithm bugs in activation checkpointing. (#1451 ) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] merge development into main (#1) * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen. * [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. * [fx] fix lowercase naming conventions. * [fx] simplify test for ckpt. * [fx] fix test and algorithm bugs in activation checkpointing. * mend [fx] fix test and algorithm bugs in activation checkpointing. * mend [fx] fix test and algorithm bugs in activation checkpointing. * mend [fx] fix test and algorithm bugs in activation checkpointing. * mend [fx] fix test and algorithm bugs in activation checkpointing. * [fx] polish ckpt_test. * [fx] polish ckpt_test. * [fx] polish ckpt_test.	2 years ago
Super Daniel	d40a9392ba	[fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174 . (#1446 ) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * mend * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen. * [fx] fix the false interpretation of algorithm 3 in https://arxiv.org/abs/1604.06174. * [fx] fix lowercase naming conventions.	2 years ago
Super Daniel	3b26516c69	[fx] add vanilla activation checkpoint search with test on resnet and densenet (#1433 ) * [fx] activation checkpointing using Chen strategies. * [fx] add test for ckpt_solver_chen * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add vanilla activation checkpoint search with test on resnet and densenet * [fx] add a namespace code for solver_chen.	2 years ago
Super Daniel	f20cb4e893	[fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages (#1425 ) * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages * [fx] modify the calculation of node_size in MetaInfoProp for activation checkpointing usages	2 years ago
YuliangLiu0306	df54481473	[hotfix] fix some bugs during gpt2 testing (#1379 )	2 years ago
YuliangLiu0306	52bc2dc271	[fx] update split module pass and add customized policy (#1373 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx]update split module pass and add customized policy	2 years ago
YuliangLiu0306	5542816690	[fx]add gpt2 passes for pipeline performance test (#1366 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx]add gpt2 passes for pipeline performance test	2 years ago
YuliangLiu0306	051592c64e	[fx] update MetaInforProp pass to process more complex node.meta (#1344 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx] update MetaInforProp pass to process more complex node.meta	2 years ago
Frank Lee	2cc1175c76	[fx] tested the complete workflow for auto-parallel (#1336 ) * [fx] tested the complete workflow for auto-parallel * polish code * polish code * polish code	2 years ago
Frank Lee	75abc75c15	[fx] fixed compatiblity issue with torch 1.10 (#1331 )	2 years ago
YuliangLiu0306	e8acf55e8b	[fx] add balanced policy v2 (#1251 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx] add balanced policy v2 * add unittest	2 years ago
XYE	ca2d3f284f	[fx] Add unit test and fix bugs for transform_mlp_pass (#1299 ) * add test and fix bugs * add functions back * add comments	2 years ago
YuliangLiu0306	97d713855a	[fx] methods to get fx graph property. (#1246 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * manipulation * [fx]add graph manipulation methods. * [fx]methods to get fx graph property. * add unit test * add docstring to explain top node and leaf node in this context	2 years ago
YuliangLiu0306	30b4fc0eb0	[fx]add split module pass and unit test from pipeline passes (#1242 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx]add split module pass and unit test from pipeline passes * fix MNASNet bug * polish	2 years ago
Jiarui Fang	9bcd2fd4af	[tensor] a shorter shard and replicate spec (#1245 )	2 years ago
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>	2 years ago
YuliangLiu0306	2b7dca44b5	[fx]get communication size between partitions (#1224 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx]get communication size between partitions. * polish	2 years ago
Jiarui Fang	db1bef9032	[hotfix] fx shard 1d pass bug fixing (#1220 )	2 years ago
XYE	291e22aac6	[fx] temporarily used (#1215 )	2 years ago
YuliangLiu0306	189946c5c4	[fx]add uniform policy (#1208 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * [fx]add uniform policy	2 years ago
YuliangLiu0306	fcf55777dd	[fx]add autoparallel passes (#1121 ) * [CLI] add CLI launcher * Revert "[CLI] add CLI launcher" This reverts commit `df7e6506d4`. * feature/add autoparallel passes	2 years ago

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76 Commits (e0c68ab6d3d64f401208d6ec66815995cee233c3)