* [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
* 1.Add ZSKT algorithm with zskt_generator, at_loss. 2.Add teacher_detach in kl_divergence.
* 1.Amend readme. 2.Revise UT bugs of test_graph and test_distill.
* 1.Amend docstring of zskt_generator
* 1.Add torch version judgment in test_distillation_loss.
* 1.Revise defaults of batch_size to 1 in generators. 2.Revise mmcls.data to mmcls.structures
* 1.Rename function "at" to "calc_attention_matrix".
* 1.Add DAFL, including config, DAFLLoss and readme. 2.Add DataFreeDistillationtillation. 3.Add Generator, including base_generator and dafl_generator. 4.Add get_module_device and set_requires_grad functions in utils.
* 1.Amend the file that report error in mypy test under py37, including gather_tensors, datafree_distillation, base_generator. 2.Revise other linting error.
* 1.Revise some docstrings.
* 1.Add UT for datafreedistillation. 2.Add all typing.hints.
* 1.Add UT for generators and gather_tensors.
* 1.Add assert of batch_size in base_generator
* 1.Isort
Co-authored-by: zhangzhongyu.vendor < zhangzhongyu.vendor@sensetime.com>
* add dynamic bricks
* add dynamic conv2d test
* add tests for dynamic linear and dynamic norm
* add docstring for dynamic conv2d
* add docstring for dynamic linear
* add docstring for dynamic batchnorm
* Refactor the dynamic op ( put more logic into the mixin )
* fix UT
* Fix UT ( fileio was moved to mmengine)
* derived mutable adds choices property
* Unify the register interface of mutable in dynamic op
* Unified getter interface of mutable in dynamic op
Co-authored-by: gaojianfei <gaojianfei@sensetime.com>
Co-authored-by: pppppM <gjf_mail@126.com>
* move build_arch_param from mutable to mutator
* fix UT of diff mutable and mutator
* modify based on shiguang's comments
* remove mutator from the unittest of mutable
