Hyperparameter Optimization Initialization#92

Merged

weiji14 merged 10 commits intomasterfrom

model/init_optuna

Feb 21, 2019

Commits on Feb 12, 2019

Commits on Feb 15, 2019

:arrow_up: Bump comet-ml from 1.0.42 to 1.0.45 (#101)

dependabot-support
authored and
weiji14
committed

Commits on Feb 17, 2019

:zap: Resume optuna study from sqlite db and prune unpromising trials
weiji14
committed

Commits on Feb 18, 2019

:wrench: Recentre hyperparameter search space on good default values
weiji14
committed
:recycle: Refactor for optional livelossplot, and prepare for more tests
weiji14
committed
:zap: Enable dual GPU training by removing hardcoding, bad hardcoding!
weiji14
committed

Commits on Feb 19, 2019

:zap: Use cached data for faster evaluation and prevent 2 GPU collision
weiji14
committed

Commits on Feb 20, 2019

:chart_with_upwards_trend: Tune residual scaling and train 400 times
weiji14
committed

Commits on Feb 21, 2019

:white_check_mark: Test objective function with new tuned hyperparams
weiji14
committed