a27952dbb1
[Improvement] Update NasMutator to build search_space in NAS ( #426 )
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* update space_mixin
* update NAS algorithms with SpaceMixin
* update pruning algorithms with SpaceMixin
* fix ut
* fix comments
* revert _load_fix_subnet_by_mutator
* fix dcff test
* add ut for registry
* update autoslim_greedy_search
* fix repeat-mutables bug
* fix slice_weight in export_fix_subnet
* Update NasMutator:
1. unify mutators for NAS algorithms as the NasMutator;
2. regard ChannelMutator as pruning-specified;
3. remove value_mutators & module_mutators;
4. set GroupMixin only for NAS;
5. revert all changes in ChannelMutator.
* update NAS algorithms using NasMutator
* update channel mutator
* update one_shot_channel_mutator
* fix comments
* update UT for NasMutator
* fix isort version
* fix comments
---------
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: liukai <your_email@abc.example>
2023-02-01 22:51:38 +08:00
42e8de73af
[Improvement] Adapt OFA series with SearchableMobileNetV3 ( #385 )
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* fix mutable bug in AttentiveMobileNetV3
* remove unness code
* update ATTENTIVE_SUBNET_A0-A6.yaml with optimized names
* unify the sampling usage in sandwich_rule-based NAS
* use alias to export subnet
* update OFA configs
* fix attr bug
* fix comments
* update convert_supernet2subnet.py
* correct the way to dump DerivedMutable
* fix convert index bug
* update OFA configs & models
* fix dynamic2static
* generalize convert_ofa_ckpt.py
* update input_resizer
* update README.md
* fix ut
* update export_fix_subnet
* update _dynamic_to_static
* update fix_subnet UT & minor fix bugs
* fix ut
* add new autoaug compared to attentivenas
* clean
* fix act
* fix act_cfg
* update fix_subnet
* fix lint
* add docstring
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: aptsunny <aptsunny@tongji.edu.cn>
2022-12-15 22:19:55 +08:00
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
fb42405af8
[Feature] Add Autoformer algorithm ( #315 )
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* update candidates
* update subnet_sampler_loop
* update candidate
* add readme
* rename variable
* rename variable
* clean
* update
* add doc string
* Revert "[Improvement] Support for candidate multiple dimensional search constraints."
* [Improvement] Update Candidate with multi-dim search constraints. (#322 )
* update doc
* add support type
* clean code
* update candidates
* clean
* xx
* set_resource -> set_score
* fix ci bug
* py36 lint
* fix bug
* fix check constrain
* py36 ci
* redesign candidate
* fix pre-commit
* update cfg
* add build_resource_estimator
* fix ci bug
* remove runner.epoch in testcase
* [Feature] Autoformer architecture and dynamicOPs (#327 )
* add DynamicSequential
* dynamiclayernorm
* add dynamic_pathchembed
* add DynamicMultiheadAttention and DynamicRelativePosition2D
* add channel-level dynamicOP
* add autoformer algo
* clean notes
* adapt channel_mutator
* vit fly
* fix import
* mutable init
* remove annotation
* add DynamicInputResizer
* add unittest for mutables
* add OneShotMutableChannelUnit_VIT
* clean code
* reset unit for vit
* remove attr
* add autoformer backbone UT
* add valuemutator UT
* clean code
* add autoformer algo UT
* update classifier UT
* fix test error
* ignore
* make lint
* update
* fix lint
* mutable_attrs
* fix test
* fix error
* remove DynamicInputResizer
* fix test ci
* remove InputResizer
* rename variables
* modify type
* Continued improvements of ChannelUnit
* fix lint
* fix lint
* remove OneShotMutableChannelUnit
* adjust derived type
* combination mixins
* clean code
* fix sample subnet
* search loop fly
* more annotations
* avoid counter warning and modify batch_augment cfg by gy
* restore
* source_value_mutables restriction
* simply arch_setting api
* update
* clean
* fix ut
2022-11-14 13:01:04 +08:00
d37829eb60
[Refactor] Refactor Mutables and Mutators ( #324 )
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* refactor mutables
* update load fix subnet
* add DumpChosen Typehint
* adapt UTs
* fix lint
* Add GroupMixin to ChannelMutator (temporarily)
* fix type hints
* add GroupMixin doc-string
* modified by comments
* fix type hits
* update subnet format
* fix channel group bugs and add UTs
* fix doc string
* fix comments
* refactor diff module forward
* fix error in channel mutator doc
* fix comments
Co-authored-by: liukai <liukai@pjlab.org.cn>
2022-11-01 12:49:42 +08:00
ae205ac0c6
Refactor darts ( #204 )
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* add separate optim wrapper
* refactor darts related modules
* refactor darts algorithm
* fix some bugs
* update darts related modules
* update unittest
* update darts configs
2022-07-25 09:52:39 +08:00
6c920c88ee
Align SPOS and DetNAS to MMRazor2.0
2022-07-15 23:04:38 +08:00
2d5e8bc675
Refactor subnet sampler
2022-07-15 23:04:38 +08:00
0939aecdb6
refactor name of mutable module
2022-07-15 23:04:38 +08:00
56afc69d85
Refactor DartsBackbone
2022-07-15 23:04:13 +08:00
99e7993376
Refactor backbone
2022-07-15 23:04:13 +08:00
Yang Gao
qiufeng
Yue Sun
pppppM
PJDong
humu789