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Adding multi-fidelity optimizers#127

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lage2104 wants to merge 149 commits intoDevelopautoml/NASLib:Developfrom multi-fidelityautoml/NASLib:multi-fidelityCopy head branch name to clipboard

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Commits

Commits on Nov 3, 2021

• Implement first concepts of multi-fidelity

  Show description for 248c1b6
  

  TillFetzer

  and

  Lars Gerne

  committed
  248c1b6

Commits on Nov 4, 2021

• Further working on SH optimizer

  Show description for f8f35ad
  

  TillFetzer

  and

  Lars Gerne

  committed
  f8f35ad

Commits on Nov 9, 2021

• make trainer evaluation runnable on sh

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  TillFetzer

  and

  Lars Gerne

  committed
  a4306c9

Commits on Nov 10, 2021

• work on sh optimizer & train_statistics

  Show description for fa58c39
  

  TillFetzer

  and

  Lars Gerne

  committed
  fa58c39

Commits on Nov 11, 2021

• sh working

  Show description for 104432b
  TillFetzer

  committed
  104432b

Commits on Nov 16, 2021

• beginn hyperband

  TillFetzer

  committed
  ff4c0de

• work on sh plot

  Show description for d4cc57e
  lage2104

  committed
  d4cc57e

Commits on Nov 17, 2021

• Merge branch 'dev/lars' into multi-fidelity

  TillFetzer

  committed
  0ef00c5

• work on sh plots & bug fixes in sh optimizer

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  TillFetzer

  and

  Lars Gerne

  committed
  1471cd5

Commits on Nov 18, 2021

• make HyperBand acces able

  TillFetzer

  committed
  51f2949

• hyperband main code finish

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  TillFetzer

  committed
  732b9e1

Commits on Nov 19, 2021

• fixed config for sh

  

  Lars Gerne

  committed
  43f5ebc

• work on optimizer stats

  

  Lars Gerne

  committed
  ee11f5b

• fixed hyperband calc

  

  Lars Gerne

  committed
  a02df1a

• tested hyperand

  TillFetzer

  committed
  50b776d

• add other stop criterion to sh

  TillFetzer

  committed
  beea9c0

Commits on Nov 20, 2021

• make hb work

  TillFetzer

  committed
  2e475fe

• Merge branch 'dev/lars' into multi-fidelity

  

  Lars Gerne

  committed
  a665d3a

• refactor plot code

  

  Lars Gerne

  committed
  ecf2641

• refactor sh optimizer & multi-fidelity trainer

  

  Lars Gerne

  committed
  52eb8f6

• refactor optimizer

  

  Lars Gerne

  committed
  1b4a258

• refactor demo code for multi-fidelity

  

  Lars Gerne

  committed
  1a961f6

• refactor multi-fidelity demo and plot

  

  Lars Gerne

  committed
  f98c658

Commits on Nov 23, 2021

• hyperband without stats workrd

  TillFetzer

  committed
  0312d03

• bug fix demo config

  Show description for 2f3abfc
  

  TillFetzer

  and

  Lars Gerne

  committed
  2f3abfc

• Merge branch 'dev/till' into multi-fidelity

  TillFetzer

  committed
  6f1eb79

• fix config after merging

  TillFetzer

  committed
  7cc1ad2

• extend multi-fidelity demo config

  TillFetzer

  committed
  473d977

Commits on Nov 25, 2021

• run without statcis through

  TillFetzer

  committed
  03b419e

• some cleaning work

  TillFetzer

  committed
  542b42e

Commits on Dec 1, 2021

• add comment to budget calculation

  

  Lars Gerne

  committed
  2bfc70b

• adapt budget for better compareability

  

  Lars Gerne

  committed
  53f385c

• small bug fix in hb

  TillFetzer

  committed
  17887fd

Commits on Dec 2, 2021

• beginn palnning bohb

  TillFetzer

  committed
  cd12c34

Commits on Dec 5, 2021

• plan bohb

  TillFetzer

  committed
  7c8e9fa

Commits on Dec 8, 2021

• merged

  

  Lars Gerne

  committed
  31cd19a

• add optimizer stats to hb

  

  Lars Gerne

  committed
  6814716

• fix optimizer stats for hb

  

  Lars Gerne

  committed
  59a034c

• delete obsolete function from mf plots

  

  Lars Gerne

  committed
  71d9dbf

• add hb plot function

  

  Lars Gerne

  committed
  2e3d6ed

• codestyle on sh optimizer

  

  Lars Gerne

  committed
  0c9ad2d

• codestyle of multifidelity trainer class

  

  Lars Gerne

  committed
  17cc12c

Commits on Dec 9, 2021

• Merge branch 'dev/till' into multi-fidelity

  TillFetzer

  committed
  792c41e

Commits on Dec 10, 2021

• opti

  TillFetzer

  committed
  904d914

Commits on Dec 11, 2021

• fix get finial archietktur

  TillFetzer

  committed
  45c3854

Commits on Dec 12, 2021

• start to train

  TillFetzer

  committed
  4ae6d03

Commits on Dec 13, 2021

• tpe in predictor

  TillFetzer

  committed
  149c51f

Commits on Dec 17, 2021

• learned kde

  TillFetzer

  committed
  16f05eb

• delete old files

  TillFetzer

  committed
  2cccd52

Commits on Dec 20, 2021

• beginn sample

  TillFetzer

  committed
  db3e543

Commits on Jan 8, 2022

• tpe further work

  TillFetzer

  committed
  f76ceeb

• hb fix

  TillFetzer

  committed
  c7d11d7

• work on sh

  

  Lars Gerne

  committed
  9b713cb

• Merge branch 'dev/lars' into multi-fidelity

  

  Lars Gerne

  committed
  19f60fb

• group work on plot

  TillFetzer

  committed
  54ab59e

Commits on Jan 13, 2022

• make bohb extra

  TillFetzer

  committed
  2ac1631

Commits on Jan 15, 2022

• correct path for saving stats

  

  Lars Gerne

  committed
  835c0f8

• fix hb plot

  

  Lars Gerne

  committed
  1f94498

• fix optimizer stats

  

  Lars Gerne

  committed
  492cc12

• fix plots and stats

  

  Lars Gerne

  committed
  258e094

• bohb own script

  TillFetzer

  committed
  ac1c250

Commits on Jan 20, 2022

• create plot for bohb

  TillFetzer

  committed
  32b798b

• Merge branch 'dev/lars' into multi-fidelity

  TillFetzer

  committed
  310d9af

Commits on Feb 1, 2022

• work on benchmark setup

  

  Lars Gerne

  committed
  c007bd8

Commits on Feb 2, 2022

• further improvments on experimental setup

  

  Lars Gerne

  committed
  c9d0fc4

• config inconsquent in tpe

  TillFetzer

  committed
  9a91f56

• make bohb runnin againn

  TillFetzer

  committed
  935ebd8

Commits on Feb 3, 2022

• update sh to use max_budget

  

  Lars Gerne

  committed
  c2c46e2

Commits on Feb 5, 2022

• bug fix on sh optimizer

  

  Lars Gerne

  committed
  436396b

Commits on Feb 8, 2022

• fix in sh optimizer

  

  Lars Gerne

  committed
  a01ad47

Commits on Feb 9, 2022

• work on sh train time

  

  Lars Gerne

  committed
  1545afb

Commits on Feb 10, 2022

• dehb bracket claculations right

  TillFetzer

  committed
  1f48654

Commits on Feb 15, 2022

• change the hyperparamter into config file

  TillFetzer

  committed
  c0e9613

Commits on Feb 17, 2022

• nas-bench-x11 clone

  TillFetzer

  committed
  936a7da

• Merge branch 'dev/till' into multi-fidelity

  TillFetzer

  committed
  8a701cf

• add parameter for multi-fidelity methods

  

  Lars Gerne

  committed
  1672c18

• Merge branch 'dev/lars' into multi-fidelity

  

  Lars Gerne

  committed
  ff53bca

Commits on Feb 18, 2022

• set up benchmark setup

  

  Lars Gerne

  committed
  a777c49

• sh works

  TillFetzer

  committed
  d734183

Commits on Feb 20, 2022

• preparing benchmarks

  

  Lars Gerne

  committed
  fa87aa6

Commits on Feb 21, 2022

• add new runner for mf

  

  Lars Gerne

  committed
  e3b4a1d

• improvements in sbatch submit for mf experiments

  

  Lars Gerne

  committed
  16604a6

• fix bug in sbatch

  

  Lars Gerne

  committed
  d67e7c1

• fix variable

  

  Lars Gerne

  committed
  97c18e8

• fix runner for sbatch

  

  Lars Gerne

  committed
  871003f

Commits on Feb 22, 2022

• config change

  TillFetzer

  committed
  ef2cb26

• adapt sh configs

  

  Lars Gerne

  committed
  b9df6cc

• claculate training time

  TillFetzer

  committed
  c6b3443

• Merge branch 'dev/till' into multi-fidelity

  TillFetzer

  committed
  983d691

Commits on Feb 25, 2022

• ram little bit memory opt

  TillFetzer

  committed
  ef8db00

Commits on Feb 28, 2022

• adapt sbatch submission

  

  Lars Gerne

  committed
  a83b171

• fixed runner

  

  gernel

  committed
  a7543a7

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  

  gernel

  committed
  61c4022

Commits on Mar 1, 2022

• fix sbatch

  

  gernel

  committed
  6c5289a

Commits on Mar 13, 2022

• test

  TillFetzer

  committed
  39d5b42

• config

  TillFetzer

  committed
  4c7da87

• config two

  TillFetzer

  committed
  c9218ef

• clean history remove

  TillFetzer

  committed
  a8d8dc4

Commits on Mar 14, 2022

• add submission script

  

  Lars Gerne

  committed
  8155665

• clean history back in buisness

  TillFetzer

  committed
  a2d172b

• doubble import

  TillFetzer

  committed
  f62d4d2

• Merge branch 'dev/till' into multi-fidelity

  

  Lars Gerne

  committed
  bac6cf1

• fixed config script

  

  Lars Gerne

  committed
  a1a54fc

• fix range in config

  

  Lars Gerne

  committed
  ac8e3d8

Commits on Mar 16, 2022

• fix old runner

  

  gernel

  committed
  47239d6

Commits on Mar 17, 2022

• add plots for mf

  

  Lars Gerne

  committed
  9807041

• tpe remove

  TillFetzer

  committed
  cb5f3f5

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  TillFetzer

  committed
  666ce8c

Commits on Mar 20, 2022

• plt opti

  TillFetzer

  committed
  c1d30b0

Commits on Mar 21, 2022

• fix random seed & num_config from config

  

  Lars Gerne

  committed
  4086073

Commits on Mar 25, 2022

• bug fix in bohb & change config creation

  

  Lars Gerne

  committed
  308c24a

Commits on Apr 1, 2022

• fix experimental setup

  

  Lars Gerne

  committed
  27d3a9b

• bug fix in dehb optimizer & mf runner

  

  Lars Gerne

  committed
  f01cbba

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  

  Lars Gerne

  committed
  b47c1fb

• plot further work

  TillFetzer

  committed
  08d0a06

• fix seed

  TillFetzer

  committed
  79c7423

• fix range for mutate_prob

  

  Lars Gerne

  committed
  23f86e1

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  

  Lars Gerne

  committed
  b535988

• fix number

  TillFetzer

  committed
  64992b7

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  TillFetzer

  committed
  3bc42c4

• merge

  TillFetzer

  committed
  85a8ba9

Commits on Apr 11, 2022

• hpo block

  TillFetzer

  committed
  aa2b49d

• hpo

  TillFetzer

  committed
  baa3b1b

Commits on May 11, 2022

• changes overt time

  TillFetzer

  committed
  45d5276

Commits on May 13, 2022

• add to our experiments

  TillFetzer

  committed
  31fb115

Commits on May 21, 2022

• fix lab mixed up

  TillFetzer

  committed
  aed5c8a

• Merge branch 'dev/till' into multi-fidelity

  TillFetzer

  committed
  27bd186

• make multifidelity consistend

  TillFetzer

  committed
  8d9be5a

Commits on May 22, 2022

• debug

  TillFetzer

  committed
  14840fa

Commits on Jun 11, 2022

• work on optimizer plot & improve mf-optimizers

  

  Lars Gerne

  committed
  bf1c03f

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  

  Lars Gerne

  committed
  a167037

Commits on Jun 13, 2022

• adapt train time

  

  Lars Gerne

  committed
  9faed3b

• adapt min budget

  

  Lars Gerne

  committed
  bceddf7

• fix train time calculation

  

  Lars Gerne

  committed
  ed96cb5

Commits on Jun 14, 2022

• fix min budget

  

  Lars Gerne

  committed
  1abd9d1

• implement kde for asr

  

  Lars Gerne

  committed
  892299a

• adapt kde to asr

  TillFetzer

  committed
  3b806c1

Commits on Jun 15, 2022

• set fix seed for asr query

  

  Lars Gerne

  committed
  8e2b6e8

Commits on Jun 17, 2022

• comment in hb optimizer

  

  Lars Gerne

  committed
  28e7004

• delete obsolete files

  

  Lars Gerne

  committed
  f6533b0

• code cleanup for trainer and multifidelity methods

  

  Lars Gerne

  committed
  3ffd401

Commits on Jun 18, 2022

• adapt train time in nasbenchasr

  

  Lars Gerne

  committed
  e4c47ad

Commits on Jun 20, 2022

• removing prints

  

  Lars Gerne

  committed
  91a2ccc

Commits on Jun 21, 2022

• plots generatisation

  TillFetzer

  committed
  00b7c7b

• plots

  TillFetzer

  committed
  6aeeaa1

Commits on Jul 14, 2022

• optimize mf experimental setup

  

  Lars Gerne

  committed
  a7cdffb

• Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-fidelity

  

  Lars Gerne

  committed
  c5bb566

Commits on Jul 18, 2022

• cleanup

  

  Lars Gerne

  committed
  4744dcf

• preparing pull request

  

  Lars Gerne

  committed
  1cdd513