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sacred config for faster rcnn #1358

Merged
merged 25 commits into from
Jul 8, 2020
Merged

sacred config for faster rcnn #1358

merged 25 commits into from
Jul 8, 2020

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Jerryzcn
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@Jerryzcn Jerryzcn commented Jul 8, 2020

sacred config for faster rcnn
tested training

@Jerryzcn Jerryzcn merged commit d148120 into dmlc:estimator Jul 8, 2020
zhreshold added a commit that referenced this pull request Nov 2, 2020
* [WIP] Fit api with sacred config (#1331)

* config using sacred

* update

* update base

* allow attribute access, add warning to config modification (#1348)

* Faster R-CNN estimator (#1338)

* move rcnn forward backward task to model zoo

* revert #1249

* fix

* fix

* docstring

* fix style

* add docs

* faster rcnn estimator

* refactor

* move dataset to init

* lint

* merge

* disable sacred config for now

* logger fix

* fix fit

* update full centernet example (#1349)

* Autogluon Integration (#1355)

* move rcnn forward backward task to model zoo

* revert #1249

* fix

* fix

* docstring

* fix style

* add docs

* faster rcnn estimator

* refactor

* move dataset to init

* lint

* merge

* disable sacred config for now

* logger fix

* fix fit

* autogluon integration

* fix small bug. training working

* lint

* sacred config for faster rcnn (#1358)

* move rcnn forward backward task to model zoo

* revert #1249

* fix

* fix

* docstring

* fix style

* add docs

* faster rcnn estimator

* refactor

* move dataset to init

* lint

* merge

* disable sacred config for now

* logger fix

* fix fit

* autogluon integration

* fix small bug. training working

* lint

* sacred config for faster rcnn

* Finish centernet fit estimator (#1359)

* add voc detection pipeline

* update

* fix errors

* Add docs for Faster R-CNN config (#1361)

* move rcnn forward backward task to model zoo

* revert #1249

* fix

* fix

* docstring

* fix style

* add docs

* faster rcnn estimator

* refactor

* move dataset to init

* lint

* merge

* disable sacred config for now

* logger fix

* fix fit

* autogluon integration

* fix small bug. training working

* lint

* sacred config for faster rcnn

* add config docs

* Estimator rcnn (#1366)

* move rcnn forward backward task to model zoo

* revert #1249

* fix

* fix

* docstring

* fix style

* add docs

* faster rcnn estimator

* refactor

* move dataset to init

* lint

* merge

* disable sacred config for now

* logger fix

* fix fit

* autogluon integration

* fix small bug. training working

* lint

* sacred config for faster rcnn

* add config docs

* move all logging into base estimator logdir

* raise key error when config is not found in freezed config (#1367)

* auto object detection refactor (#1371)

* auto object detection refactor

* change logdir and common config

* centernet config change

* autogluon

* fix auto object detection task

* add mask_rcnn estimator (#1398)

* fix typo (#1378)

Co-authored-by: Ubuntu <[email protected]>

* add ssd estimator (#1394)

* add ssd estimator

* modify ssd estimator

* provide options to customize network structure

* minor changes

* minor changes

* add auto detection using ssd

* add auto detection using ssd

* add custom model for ssd

* minor changes

* add tiny dataset for testing; fix errors in training auto detector

* [WIP] Add estimator(yolo) (#1380)

* yolo

* yolo

* add yolo

* [chore] update name, add fit script

Co-authored-by: Ubuntu <[email protected]>

* auto register args (#1419)

* Auto detector (#1425)

* auto detector

* auto detector

* auto detector

* auto detector

* auto detector

* auto detector

Co-authored-by: Joshua Z. Zhang <[email protected]>

* update auto detection (#1436)

* auto detector

* auto detector

* auto detector

* auto detector

* auto detector

* auto detector

* update auto detection

* add a framework for automatic suggestion of hyperparameter search space

* 1) change auto_resume default to False; 2) change input config to estimator is a pure dict

* [fix] bugs for test_auto_detection (#1438)

Co-authored-by: Ubuntu <[email protected]>

* add cls (#1381)

* update auto suggest (#1443)

* update auto suggest

* update auto suggest

* fix yolo errors (#1445)

* remove dependencies on AutoGluon non-core functions (#1452)

* remove dependency to autogluon non-core functions

* fix errors on importing estimators

* [Lint] fix pylint for estimator branch (#1451)

* fix pylint

* update mxnet build

* remove py2

* remove py2.yml

* fix jenkinsfile

* fix post_nms in rcnn

* fix

* fix doc build

* fix lint con't

* add sacred

* no tutorial yet

* estimator prototype for save/load (#1458)

* prototype for save/load

* add type check

* handle ctx

* fix

* collect

* fix classmethod self

* fix

* pickle only init args

* cast to numpy to avoid ctypes

* fix get data

* base estimator

* [WIP] Add detailed logging information for auto estimator (#1470)

* add detailed logging information for auto estimator

* fix lint error

* [WIP] Estimator data (#1471)

* dataframe for object detection

* fix pack and unpack for bboxes

* update

* refactor fit

* fix

* update pickle behavior

* update

* fix __all__

* Dataset as class property not module

* fix centernet, add image classification dataset

* fix

* fix

* fix logger not inited before init_network

* reuse weights from known classes

* add predict

* fix index

* format returned prediction

* fix id to int

* improve predict with pd.dataframe

* add numpy

* reset index

* clean up

* update image classification dataset

* dataset improvements

* valid url checker

* setup.py improve

* fix

* fix import utils

* add display to object detection

* fix

* change fit functions

* add coco import

* fix lint

* fix lint

* fix lint

* fix

* Estimator con't improvements (#1484)

* allow ssd/faster-rcnn to take in train/val dataset

* update

* fix

* update ssd

* fix ctx

* fix ctx

* fix self.datasets

* fix self.epoch

* remove async_net

* fix predict

* debug predict

* fix predict scores

* filter out invalid predictions

* fix faster_rcnn

* fix

* fix

* fix deepcopy

* fix fpn anchor generator

* fix ctx

* fix frcnn predict

* fix

* fix skipping logic

* fix yolo3

* fix import

* fix rename yoloestimator

* fix import

* fix yolo3 train

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix ctx

* fix trainer

* fix num_class < 5 for topk

* fix unpickable batch_fn

* fix print

* add predict

* fix cls predict

* fix cls predict

* fix cls predict

* fix cls predict

* improve auto fit

* improve auto fit

* fix

* fix

* fix

* fix

* fix

* debug

* fix

* fix

* fix

* fix

* fix

* fix

* fix reporter pickle

* change epochs to smaller

* update image cls search space

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* replace sacred with autocfg

* fix

* fix tuple type

* fix

* fix

* fix

* clean up

* remove sacred

* fix import

* fix import

* add types

* fix

* fix

* defaults for object detection

* fix

* fix

* update image classification

* change lr

* update

* Fix pylint

* Fix pylint

* fit summary

* pprint summary

* fix

* update

* fix single trial

* fix sample_config

* fix sample_config

* fix sample_config

* fix lint

* fix lint

* adjust batch size

* fix

* stacktrace

* fix

* fix traceback

* fix traceback

* fix train evaluation

* default networks

* default networks

* improves

* fix

* fix lint

Co-authored-by: tmwangcas <[email protected]>

* update script to master

* add unittests for auto

* update conda

* pin autogluon

* fix test

* fix

* fix ssd/yolo

* fix

* update defaults

* fix kv_store being overwriten

* fix rcnn batch size

Co-authored-by: Jerry Zhang <[email protected]>
Co-authored-by: Tianming Wang <[email protected]>
Co-authored-by: Chongruo Wu <[email protected]>
Co-authored-by: Ubuntu <[email protected]>
Co-authored-by: Ubuntu <[email protected]>
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