LKJacky
1c03a07350
Enhance the Abilities of the Tracer for Pruning. ( #371 )
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* tmp
* add new mmdet models
* add docstring
* pass test and pre-commit
* rm razor tracer
* update fx tracer, now it can automatically wrap methods and functions.
* update tracer passed models
* add warning for torch <1.12.0
fix bug for python3.6
update placeholder to support placeholder.XXX
* fix bug
* update docs
* fix lint
* fix parse_cfg in configs
* restore mutablechannel
* test ite prune algorithm when using dist
* add get_model_from_path to MMModelLibrrary
* add mm models to DefaultModelLibrary
* add uts
* fix bug
* fix bug
* add uts
* add uts
* add uts
* add uts
* fix bug
* restore ite_prune_algorithm
* update doc
* PruneTracer -> ChannelAnalyzer
* prune_tracer -> channel_analyzer
* add test for fxtracer
* fix bug
* fix bug
* PruneTracer -> ChannelAnalyzer
refine
* CustomFxTracer -> MMFxTracer
* fix bug when test with torch<1.12
* update print log
* fix lint
* rm unuseful code
Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: jacky <jacky@xx.com>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: liukai <your_email@abc.example>
2022-12-08 15:59:27 +08:00
qiufeng
b0b3fbdb49
[Feature] Add BigNAS algorithm ( #219 )
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* add calibrate-bn-statistics
* add test calibrate-bn-statistics
* fix mixins
* fix mixins
* fix mixin tests
* remove slimmable channel mutable and refactor dynamic op
* refact dynamic batch norm
* add progressive dynamic conv2d
* add center crop dynamic conv2d
* refactor dynamic directory
* refactor dynamic sequential
* rename length to depth in dynamic sequential
* add test for derived mutable
* refactor dynamic op
* refactor api of dynamic op
* add derive mutable mixin
* addbignas algorithm
* refactor bignas structure
* add input resizer
* add input resizer to bignas
* move input resizer from algorithm into classifier
* remove compnents
* add attentive mobilenet
* delete json file
* nearly(less 0.2) align inference accuracy with gml
* move mutate seperated in bignas mobilenet backbone
* add zero_init_residual
* add set_dropout
* set dropout in bignas algorithm
* fix registry
* add subnet yaml and nearly align inference accuracy with gml
* add rsb config for bignas
* remove base in config
* add gml bignas config
* convert to iter based
* bignas forward and backward fly
* fix merge conflict
* fix dynamicseq bug
* fix bug and refactor bignas
* arrange configs of bignas
* fix typo
* refactor attentive_mobilenet
* fix channel mismatch due to registion of DerivedMutable
* update bignas & fix se channel mismatch
* add AutoAugmentV2 & remove unness configs
* fix lint
* recover channel assertion in channel unit
* fix a group bug
* fix comments
* add docstring
* add norm in dynamic_embed
* fix search loop & other minor changes
* fix se expansion
* minor change
* add ut for bignas & attentive_mobilenet
* fix ut
* update bignas readme
* rm unness ut & supplement get_placeholder
* fix lint
* fix ut
* add subnet deployment in downstream tasks.
* minor change
* update ofa backbone
* minor fix
* Continued improvements of searchable backbone
* minor change
* drop ratio in backbone
* fix comments
* fix ci test
* fix test
* add dynamic shortcut UT
* modify strategy to fit bignas
* fix test
* fix bug in neck
* fix error
* fix error
* fix yaml
* save subnet ckpt
* merge autoslim_val/test_loop into subnet_val_loop
* move calibrate_bn_mixin to utils
* fix bugs and add docstring
* clean code
* fix register bug
* clean code
* update
Co-authored-by: wangshiguang <wangshiguang@sensetime.com>
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: aptsunny <aptsunny@tongji.edu.cn>
Co-authored-by: sunyue1 <sunyue1@sensetime.com>
2022-12-07 11:28:10 +08:00
LKJacky
5eaa22574d
[Doc] add documents about pruning. ( #313 )
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* init
* update user guide
* update images
* update
* update How to prune your model
* update how_to_use_config_tool_of_pruning.md
* update doc
* move location
* update
* update
* update
* add mutablechannels.md
* add references
Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: jacky <jacky@xx.com>
2022-10-26 13:27:48 +08:00
pppppM
41464c6af3
Regression Benchmark ( #271 )
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* update benchmark test
* fix circle ci gpu config
* move delivery, recorder, tracer from structures to task modules
* move ops from models to models.architectures
* rename dynamic_op to dynamic_ops
* fix configs and metafiles
* remove some github ci
* fix configs / readme / metafile
Co-authored-by: gaojianfei <gaojianfei@sensetime.com>
2022-09-01 11:54:18 +08:00
PJDong
24e106ba1d
[Doc] Optimize docs and Fix lint ( #261 )
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* fix name of mmcv-full to mmcv
* [doc] move the location of nas/kd/pruning; fix lint errors
* optimize docs and fix pre-commit error
* [Doc&Fix] add note for installation; fix the requirements
* update docs
Co-authored-by: humu789 <humu@pjlab.org.cn>
2022-08-31 18:33:47 +08:00
pppppM
5105489d64
Revert "[Enhancement] Add benchmark test script" ( #263 )
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Revert "[Enhancement] Add benchmark test script (#262 )"
This reverts commit f60cf9c469c1365cb8e1dd62aabb6e2937e1cffa.
2022-08-30 22:03:54 +08:00
pppppM
f60cf9c469
[Enhancement] Add benchmark test script ( #262 )
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* update benchmark test
* fix circle ci gpu config
* fix lints
Co-authored-by: gaojianfei <gaojianfei@sensetime.com>
2022-08-30 21:59:39 +08:00
humu789
ce22497b25
[Docs] Add docs and update algo README ( #259 )
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* docs v0.1
* update picture links in algo README
2022-08-30 19:46:37 +08:00
pppppM
179bd5287d
[Fix] Adapt latest mmcv ( #253 )
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* Adapt to the latest mmcv and mmengine
* fixed ut_subnet_sampler_loop
* fix get_model
* fix lints
Co-authored-by: humu789 <humu@pjlab.org.cn>
2022-08-29 20:34:51 +08:00
humu789
b2272eb313
[Docs] Refactor readthedocs ( #252 )
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refactor readthedocs
2022-08-29 18:41:51 +08:00
