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Add OFA-Xception search space#32

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hyingho merged 92 commits intomastersony/nnabla-nas:masterfrom feature/20220526_add_xceptionsony/nnabla-nas:feature/20220526_add_xceptionCopy head branch name to clipboardJul 11, 2022

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Commits

Commits on May 16, 2022

• Temporarily comment out reset_running_statistics() since it doesn't work for the fullnet training.

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Commits on May 24, 2022

• add xception architecture

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• Revert "add xception architecture"

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• add xception architecture

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• add xception architecture

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Commits on May 25, 2022

• bug fixes

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• Added FusedBatchNorm, SeparableConv, ASPP, ConcatProjection, Decoder layers

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Commits on May 26, 2022

• add cityscapes dataloader

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• Merge branch 'feature/20220516-ofa-deeplabv3+' of https://github.com/nnabla/nnabla-nas into feature/20220516-ofa-deeplabv3+

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• bug fixes in xception architecture

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Commits on May 30, 2022

• added classfication xception

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Commits on May 31, 2022

• xception added for imagenet classification

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Commits on Jun 1, 2022

• DynamicXPLayer elastic now

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• TrainNet changes made

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Commits on Jun 3, 2022

• refactoring

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• refactoring

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Commits on Jun 6, 2022

• Xception 41 updated

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• added some examples

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Commits on Jun 7, 2022

• Auto format.

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• reverted ofa example

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• Merge branch 'feature/20220526_add_xception' of github.com:nnabla/nnabla-nas into feature/20220526_add_xception

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• added examples for expand ratio, depth and subnet

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• Removed cityscapes dataloader from this branch. Check feature/20220516-ofa-deeplabv3+ for a working cityscapes dataloader

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• Removed duplicate packages and resolved imports

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Commits on Jun 8, 2022

• Fixed an elastic-width bug in Xception OFA Model

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Commits on Jun 12, 2022

• fixed a Modulelist issue with Xception OFA

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Commits on Jun 14, 2022

• Fixed conflicts with master

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• Cleaned code removed debug statements

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Commits on Jun 15, 2022

• Merge branch 'master' into feature/20220526_add_xception

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• Remove temporary codes since the issue of DynamicBN2d setting value has been solved.(PR#76, Issue#74)

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• Fix flake8 errors.

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• Fix flake8 warnings.

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• Replaced Nesterov with Momentum and added StepScheduler

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• Fix a minor flake8 issue

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Commits on Jun 17, 2022

• Replaced candidates with nested loop, merged depth list to candidates2subnetlist

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• Cleaned val2list, merged depth_candidates

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• Remove unecessary print statement

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• Fixed a bug in block_group_info

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• Removed depth_candidates from TrainNet

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• Fixed TrainNet base_stage_width issue

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Commits on Jun 18, 2022

• Updated examples wrt OFA-bugfix and depth_candidates

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Commits on Jun 20, 2022

• removed global var CANDIDATES

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• replaced bias with _b in no_decay_keys

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Commits on Jun 21, 2022

• Added extra_repr fix from #81

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Commits on Jun 22, 2022

• removed from Xception41

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• changed ProcesGenotype functions to classmethod

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• bugfix in XceptionBlock

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• fixed formatting and removed unnecessary changes

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Commits on Jun 23, 2022

• change logdir names

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• updated job script

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Commits on Jun 24, 2022

• Merge branch 'feature/20220603-ofa-extract-elastic-nn' into feature/20220526_add_xception

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• Update import paths to align with f77709c.

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• Merge similar classes and rename class ambiguous class name(Issue #69).

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• Rename network.py to ofa_xception.py.

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• Reorder the functions to align with ofa_mbv3.py.

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• Move ProcessGenotype class to ofa_xception.py

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• Move layers defined in contrib/classification/ofa_xception/modules.py to contrib/common/ofa/layers.py

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• Move DynamicXPLayer to contrib/common/ofa/elastic_nn/modules/dynamic_layers.py

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• Move ofa_xception.py to contrib/classification/ofa/networks/ package.

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• Rename functions.

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• Removed FusedBatchNorm and DwConv

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Commits on Jun 26, 2022

• readability fix in ofa_xception

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• refactor XceptionBlock

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• fix kernel size inconsistency in job scripts

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Commits on Jun 27, 2022

• remove ofa_xception/, fix import path in ofa.py

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• readability fix, removed redundant lists, fixed naming

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• fixed width_mult implementation

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Commits on Jun 28, 2022

• Merge branch 'master' into feature/20220526_add_xception

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• minor fix in xception, readability fix in XceptionBlock

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• fix private and public variable naming in ofa xception

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• Update Copyright.

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• Update docstring of DynamicXPLayer class.

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Commits on Jun 29, 2022

• Rename DynamicSeparableConv2d class to DynamicDepthwiseConv

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• Rename SeparableConv class to DWSeparableConv.

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• Auto format.

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• Rename DynamicConv2d class to DynamicConv.

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• Rename DynamicBatchNorm2d class to DynamicBatchNorm.

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• Fix naming error to align with 8aab0ff.

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• Change the kernel setting of DynamicConv to positional argument to align with the design of NNabla API.

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• added kd_loss to ofa_xception due to bugfix in #64

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• update config weight load path wrt jobs.sh

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• Add how to prepare ImageNet dataset to README.

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• minor change in the default args of set_active_subnet

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• remove force_tuple2

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Commits on Jun 30, 2022

• bugfix in get_active_subnet

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• fixed public and private naming in DWSeparableConv

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• added docstrings for new classes in #73

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• update directory structure of examples and jobs.sh

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• bugfix for setting correct depth in the subnet architecture

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• update jobs.sh sections naming

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Commits on Jul 1, 2022

• renamed DynamicXPLayer to DynamicMiddleFlowXPBlock and added some clarifications in ProcessGenotype

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• Added README for OFA_Xception Model Zoo

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