Commit Graph

2 Commits (c6168cb02a751d1c7bd0f7e0744804bf2258c30a)

Author SHA1 Message Date
LKJacky b4b7e2432a
merge pruning into dev-1.x (#312)
* add ChannelGroup (#250)

* rebase new dev-1.x

* modification for adding config_template

* add docstring to channel_group.py

* add docstring to mutable_channel_group.py

* rm channel_group_cfg from Graph2ChannelGroups

* change choice type of SequentialChannelGroup from float to int

* add a warning about group-wise conv

* restore __init__ of dynamic op

* in_channel_mutable  ->  mutable_in_channel

* rm abstractproperty

* add a comment about VT

* rm registry for ChannelGroup

* MUTABLECHANNELGROUP -> ChannelGroupType

* refine docstring of IndexDict

* update docstring

* update docstring

* is_prunable -> is_mutable

* update docstring

* fix error in pre-commit

* update unittest

* add return type

* unify init_xxx apit

* add unitest about init of MutableChannelGroup

* update according to reviews

* sequential_channel_group -> sequential_mutable_channel_group

Co-authored-by: liukai <liukai@pjlab.org.cn>

* Add BaseChannelMutator and refactor Autoslim (#289)

* add BaseChannelMutator

* add autoslim

* tmp

* make SequentialMutableChannelGroup accpeted both of num and ratio  as choice. and supports divisior

* update OneShotMutableChannelGroup

* pass supernet training of autoslim

* refine autoslim

* fix bug in OneShotMutableChannelGroup

* refactor make_divisible

* fix spell error:  channl -> channel

* init_using_backward_tracer -> init_from_backward_tracer
init_from_fx_tracer -> init_from_fx_tracer

* refine SequentialMutableChannelGroup

* let mutator support models with dynamicop

* support define search space in model

* tracer_cfg -> parse_cfg

* refine

* using -> from

* update docstring

* update docstring

Co-authored-by: liukai <liukai@pjlab.org.cn>

* refactor slimmable and add l1-norm (#291)

* refactor slimmable and add l1-norm

* make l1-norm support convnd

* update get_channel_groups

* add  l1-norm_resnet34_8xb32_in1k.py

* add pretrained to resnet34-l1

* remove old channel mutator

* BaseChannelMutator -> ChannelMutator

* update according to reviews

* add readme to l1-norm

* MBV2_slimmable -> MBV2_slimmable_config

Co-authored-by: liukai <liukai@pjlab.org.cn>

* Clean old codes. (#296)

* remove old dynamic ops

* move dynamic ops

* clean old mutable_channels

* rm OneShotMutableChannel

* rm MutableChannel

* refine

* refine

* use SquentialMutableChannel to replace OneshotMutableChannel

* refactor dynamicops folder

* let SquentialMutableChannel support float

Co-authored-by: liukai <liukai@pjlab.org.cn>

* Add channel-flow (#301)

* base_channel_mutator -> channel_mutator

* init

* update docstring

* allow omitting redundant configs for channel

* add register_mutable_channel_to_a_module to MutableChannelContainer

* update according to reviews 1

* update according to reviews 2

* update according to reviews 3

* remove old docstring

* fix error

* using->from

* update according to reviews

* support self-define input channel number

* update docstring

* chanenl -> channel_elem

Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: jacky <jacky@xx.com>

* Rename: ChannelGroup -> ChannelUnit (#302)

* refine repr of MutableChannelGroup

* rename folder name

* ChannelGroup -> ChannelUnit

* filename in units folder

* channel_group -> channel_unit

* groups -> units

* group -> unit

* update

* get_mutable_channel_groups -> get_mutable_channel_units

* fix bug

* refine docstring

* fix ci

* fix bug in tracer

Co-authored-by: liukai <liukai@pjlab.org.cn>

* Merge dev-1.x to pruning (#311)

* [feature] CONTRASTIVE REPRESENTATION DISTILLATION with dataset wrapper (#281)

* init

* TD: CRDLoss

* complete UT

* fix docstrings

* fix ci

* update

* fix CI

* DONE

* maintain CRD dataset unique funcs as a mixin

* maintain CRD dataset unique funcs as a mixin

* maintain CRD dataset unique funcs as a mixin

* add UT: CRD_ClsDataset

* init

* TODO: UT test formatting.

* init

* crd dataset wrapper

* update docstring

Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>

* [Improvement] Update estimator with api revision (#277)

* update estimator usage and fix bugs

* refactor api of estimator & add inner check methods

* fix docstrings

* update search loop and config

* fix lint

* update unittest

* decouple mmdet dependency and fix lint

Co-authored-by: humu789 <humu@pjlab.org.cn>

* [Fix] Fix tracer (#273)

* test image_classifier_loss_calculator

* fix backward tracer

* update SingleStageDetectorPseudoLoss

* merge

* [Feature] Add Dsnas Algorithm (#226)

* [tmp] Update Dsnas

* [tmp] refactor arch_loss & flops_loss

* Update Dsnas & MMRAZOR_EVALUATOR:
1. finalized compute_loss & handle_grads in algorithm;
2. add MMRAZOR_EVALUATOR;
3. fix bugs.

* Update lr scheduler & fix a bug:
1. update param_scheduler & lr_scheduler for dsnas;
2. fix a bug of switching to finetune stage.

* remove old evaluators

* remove old evaluators

* update param_scheduler config

* merge dev-1.x into gy/estimator

* add flops_loss in Dsnas using ResourcesEstimator

* get resources before mutator.prepare_from_supernet

* delete unness broadcast api from gml

* broadcast spec_modules_resources when estimating

* update early fix mechanism for Dsnas

* fix merge

* update units in estimator

* minor change

* fix data_preprocessor api

* add flops_loss_coef

* remove DsnasOptimWrapper

* fix bn eps and data_preprocessor

* fix bn weight decay bug

* add betas for mutator optimizer

* set diff_rank_seed=True for dsnas

* fix start_factor of lr when warm up

* remove .module in non-ddp mode

* add GlobalAveragePoolingWithDropout

* add UT for dsnas

* remove unness channel adjustment for shufflenetv2

* update supernet configs

* delete unness dropout

* delete unness part with minor change on dsnas

* minor change on the flag of search stage

* update README and subnet configs

* add UT for OneHotMutableOP

* [Feature] Update train (#279)

* support auto resume

* add enable auto_scale_lr in train.py

* support '--amp' option

* [Fix] Fix darts metafile (#278)

fix darts metafile

* fix ci (#284)

* fix ci for circle ci

* fix bug in test_metafiles

* add  pr_stage_test for github ci

* add multiple version

* fix ut

* fix lint

* Temporarily skip dataset UT

* update github ci

* add github lint ci

* install wheel

* remove timm from requirements

* install wheel when test on windows

* fix error

* fix bug

* remove github windows ci

* fix device error of arch_params when DsnasDDP

* fix CRD dataset ut

* fix scope error

* rm test_cuda in workflows of github

* [Doc] fix typos in en/usr_guides

Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: pppppM <gjf_mail@126.com>
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>
Co-authored-by: SheffieldCao <1751899@tongji.edu.cn>

Co-authored-by: P.Huang <37200926+FreakieHuang@users.noreply.github.com>
Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>
Co-authored-by: Yang Gao <Gary1546308416AL@gmail.com>
Co-authored-by: humu789 <humu@pjlab.org.cn>
Co-authored-by: whcao <41630003+HIT-cwh@users.noreply.github.com>
Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: pppppM <gjf_mail@126.com>
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: SheffieldCao <1751899@tongji.edu.cn>

* Refine pruning branch (#307)

* [feature] CONTRASTIVE REPRESENTATION DISTILLATION with dataset wrapper (#281)

* init

* TD: CRDLoss

* complete UT

* fix docstrings

* fix ci

* update

* fix CI

* DONE

* maintain CRD dataset unique funcs as a mixin

* maintain CRD dataset unique funcs as a mixin

* maintain CRD dataset unique funcs as a mixin

* add UT: CRD_ClsDataset

* init

* TODO: UT test formatting.

* init

* crd dataset wrapper

* update docstring

Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>

* [Improvement] Update estimator with api revision (#277)

* update estimator usage and fix bugs

* refactor api of estimator & add inner check methods

* fix docstrings

* update search loop and config

* fix lint

* update unittest

* decouple mmdet dependency and fix lint

Co-authored-by: humu789 <humu@pjlab.org.cn>

* [Fix] Fix tracer (#273)

* test image_classifier_loss_calculator

* fix backward tracer

* update SingleStageDetectorPseudoLoss

* merge

* [Feature] Add Dsnas Algorithm (#226)

* [tmp] Update Dsnas

* [tmp] refactor arch_loss & flops_loss

* Update Dsnas & MMRAZOR_EVALUATOR:
1. finalized compute_loss & handle_grads in algorithm;
2. add MMRAZOR_EVALUATOR;
3. fix bugs.

* Update lr scheduler & fix a bug:
1. update param_scheduler & lr_scheduler for dsnas;
2. fix a bug of switching to finetune stage.

* remove old evaluators

* remove old evaluators

* update param_scheduler config

* merge dev-1.x into gy/estimator

* add flops_loss in Dsnas using ResourcesEstimator

* get resources before mutator.prepare_from_supernet

* delete unness broadcast api from gml

* broadcast spec_modules_resources when estimating

* update early fix mechanism for Dsnas

* fix merge

* update units in estimator

* minor change

* fix data_preprocessor api

* add flops_loss_coef

* remove DsnasOptimWrapper

* fix bn eps and data_preprocessor

* fix bn weight decay bug

* add betas for mutator optimizer

* set diff_rank_seed=True for dsnas

* fix start_factor of lr when warm up

* remove .module in non-ddp mode

* add GlobalAveragePoolingWithDropout

* add UT for dsnas

* remove unness channel adjustment for shufflenetv2

* update supernet configs

* delete unness dropout

* delete unness part with minor change on dsnas

* minor change on the flag of search stage

* update README and subnet configs

* add UT for OneHotMutableOP

* [Feature] Update train (#279)

* support auto resume

* add enable auto_scale_lr in train.py

* support '--amp' option

* [Fix] Fix darts metafile (#278)

fix darts metafile

* fix ci (#284)

* fix ci for circle ci

* fix bug in test_metafiles

* add  pr_stage_test for github ci

* add multiple version

* fix ut

* fix lint

* Temporarily skip dataset UT

* update github ci

* add github lint ci

* install wheel

* remove timm from requirements

* install wheel when test on windows

* fix error

* fix bug

* remove github windows ci

* fix device error of arch_params when DsnasDDP

* fix CRD dataset ut

* fix scope error

* rm test_cuda in workflows of github

* [Doc] fix typos in en/usr_guides

Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: pppppM <gjf_mail@126.com>
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>
Co-authored-by: SheffieldCao <1751899@tongji.edu.cn>

* fix bug when python=3.6

* fix lint

* fix bug when test using cpu only

* refine ci

* fix error in ci

* try ci

* update repr of Channel

* fix error

* mv init_from_predefined_model to MutableChannelUnit

* move tests

* update SquentialMutableChannel

* update l1 mutable channel unit

* add OneShotMutableChannel

* candidate_mode -> choice_mode

* update docstring

* change ci

Co-authored-by: P.Huang <37200926+FreakieHuang@users.noreply.github.com>
Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>
Co-authored-by: Yang Gao <Gary1546308416AL@gmail.com>
Co-authored-by: humu789 <humu@pjlab.org.cn>
Co-authored-by: whcao <41630003+HIT-cwh@users.noreply.github.com>
Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: pppppM <gjf_mail@126.com>
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: SheffieldCao <1751899@tongji.edu.cn>

Co-authored-by: liukai <liukai@pjlab.org.cn>
Co-authored-by: jacky <jacky@xx.com>
Co-authored-by: P.Huang <37200926+FreakieHuang@users.noreply.github.com>
Co-authored-by: huangpengsheng <huangpengsheng@sensetime.com>
Co-authored-by: Yang Gao <Gary1546308416AL@gmail.com>
Co-authored-by: humu789 <humu@pjlab.org.cn>
Co-authored-by: whcao <41630003+HIT-cwh@users.noreply.github.com>
Co-authored-by: pppppM <gjf_mail@126.com>
Co-authored-by: gaoyang07 <1546308416@qq.com>
Co-authored-by: SheffieldCao <1751899@tongji.edu.cn>
2022-10-10 17:30:25 +08:00
LKJacky 83240dcd8a
add BaseNode/BaseGraph, ModuleNode/ModuleGraph (#217)
* add BaseNode/BaseGraph,  ModuleNode/ModuleGraph

* add docstring, redesign some functions

* add 'placeholder' after cat/bind/pass

* change type to a property from a method

* add test model s

* rename XXXNode in path to PathXXXNode

* 'xxconv' -> 'xxconv2d' in type

* ToGraph -> GraphConverter, PathToGraph -> PathToGraphConverter

* rm init_from_path_list

* convert some public methods to private methods in GraphConverter

* type -> basic_type

* fix some error

Co-authored-by: liukai <liukai@pjlab.org.cn>
2022-08-19 15:38:19 +08:00