Commit Graph

34 Commits (219f66c5714fdae69e02a30f95078b7bc31263f7)

Author SHA1 Message Date
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.
2022-09-07 11:21:04 +08:00
Boyuan Yao 46c6cc79a9
[fx] Add common node in model linearize (#1542)
* [fx] Add common node into linearize

* [fx] Add common node to solver
2022-09-05 18:35:05 +08:00
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
2022-09-02 10:24:41 +08:00
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
2022-08-31 18:10:48 +08:00
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.
2022-08-31 16:30:16 +08:00
Frank Lee a0436a62ee
[autoparallel] added liveness analysis (#1516)
* [autoparallel] added liveness analysis

* remove memory cost
2022-08-30 15:54:37 +08:00
Boyuan Yao ac3a453a50
[fx] fix the discretize bug (#1506)
* [fx] fix wrong variable name in solver rotor

* [fx] fix wrong variable name in solver rotor

* code modification

* [fx] fix the discretize bug
2022-08-26 17:15:52 +08:00
Boyuan Yao 31fffd3fc5
[fx] fix wrong variable name in solver rotor (#1502)
* [fx] fix wrong variable name in solver rotor

* [fx] fix wrong variable name in solver rotor

* code modification
2022-08-26 15:47:08 +08:00
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
2022-08-26 10:34:21 +08:00
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.
2022-08-24 16:22:44 +08:00
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.
2022-08-18 11:27:06 +08:00
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.
2022-08-17 14:47:12 +08:00
Jiarui Fang 36824a304c
[Doc] add more doc for ColoTensor. (#1458) 2022-08-16 10:38:41 +08:00
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.
2022-08-15 19:09:19 +08:00
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.
2022-08-12 11:28:50 +08:00
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.
2022-08-11 15:46:39 +08:00
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
2022-08-10 16:36:35 +08:00
YuliangLiu0306 df54481473
[hotfix] fix some bugs during gpt2 testing (#1379) 2022-07-28 17:21:07 +08:00
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
2022-07-27 13:40:54 +08:00
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
2022-07-26 14:31:00 +08:00
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
2022-07-21 10:57:52 +08:00
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
2022-07-20 10:45:17 +08:00
Frank Lee 75abc75c15
[fx] fixed compatiblity issue with torch 1.10 (#1331) 2022-07-18 11:41:27 +08:00
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
2022-07-15 14:54:26 +08:00
XYE ca2d3f284f
[fx] Add unit test and fix bugs for transform_mlp_pass (#1299)
* add test and fix bugs

* add functions back

* add comments
2022-07-15 14:37:58 +08:00
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
2022-07-12 14:10:37 +08:00
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
2022-07-12 13:45:01 +08:00
Jiarui Fang 9bcd2fd4af
[tensor] a shorter shard and replicate spec (#1245) 2022-07-11 15:51:48 +08:00
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>
2022-07-08 10:54:41 +08:00
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
2022-07-07 16:22:00 +08:00
Jiarui Fang db1bef9032
[hotfix] fx shard 1d pass bug fixing (#1220) 2022-07-07 13:37:31 +08:00
XYE 291e22aac6
[fx] temporarily used (#1215) 2022-07-06 17:19:26 +08:00
YuliangLiu0306 189946c5c4
[fx]add uniform policy (#1208)
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* [fx]add uniform policy
2022-07-06 13:48:11 +08:00
YuliangLiu0306 fcf55777dd
[fx]add autoparallel passes (#1121)
* [CLI] add CLI launcher

* Revert "[CLI] add CLI launcher"

This reverts commit df7e6506d4.

* feature/add autoparallel passes
2022-06-15 16:36:46 +08:00