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Adding multi-fidelity optimizers #127

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Adding multi-fidelity optimizers #127

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Commits on Nov 3, 2021

  1. Implement first concepts of multi-fidelity 

    - concept for multi-fidelity trainer
- concept for successive halving optimizer

Co-authored-by: Lars Gerne <[email protected]>
    @TillFetzer
    TillFetzer and Lars Gerne committed Nov 3, 2021
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Commits on Nov 4, 2021

  1. Further working on SH optimizer 

    Co-authored-by: Lars Gerne <[email protected]>
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    TillFetzer and Lars Gerne committed Nov 4, 2021
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Commits on Nov 9, 2021

  1. make trainer evaluation runnable on sh 

    Co-authored-by: Lars Gerne <[email protected]>
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    TillFetzer and Lars Gerne committed Nov 9, 2021
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Commits on Nov 10, 2021

  1. work on sh optimizer & train_statistics 

    - sh optimizer: add support for budget type "epoch"
- train_statistics:  add support to be able to track fidelities

Co-authored-by: Lars Gerne <[email protected]>
    @TillFetzer
    TillFetzer and Lars Gerne committed Nov 10, 2021
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Commits on Nov 11, 2021

  1. sh working 

    +added hash to dict
+try different checkpointer
    @TillFetzer
    TillFetzer committed Nov 11, 2021
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Commits on Nov 16, 2021

  1. beginn hyperband

    @TillFetzer
    TillFetzer committed Nov 16, 2021
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  2. work on sh plot 

    for now, just prototyping
    @lage2104
    lage2104 committed Nov 16, 2021
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Commits on Nov 17, 2021

  1. Merge branch 'dev/lars' into multi-fidelity

    @TillFetzer
    TillFetzer committed Nov 17, 2021
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  2. work on sh plots & bug fixes in sh optimizer 

    Co-authored-by: Lars Gerne <[email protected]>
    @TillFetzer
    TillFetzer and Lars Gerne committed Nov 17, 2021
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Commits on Nov 18, 2021

  1. make HyperBand acces able

    @TillFetzer
    TillFetzer committed Nov 18, 2021
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  2. hyperband main code finish 

    but one thing make no sense
    @TillFetzer
    TillFetzer committed Nov 18, 2021
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Commits on Nov 19, 2021

  1. fixed config for sh

    Lars Gerne committed Nov 19, 2021
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  2. work on optimizer stats

    Lars Gerne committed Nov 19, 2021
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  3. fixed hyperband calc

    Lars Gerne committed Nov 19, 2021
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  4. tested hyperand

    @TillFetzer
    TillFetzer committed Nov 19, 2021
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  5. add other stop criterion to sh

    @TillFetzer
    TillFetzer committed Nov 19, 2021
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Commits on Nov 20, 2021

  1. make hb work

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    TillFetzer committed Nov 20, 2021
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  2. Merge branch 'dev/lars' into multi-fidelity

    Lars Gerne committed Nov 20, 2021
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  3. refactor plot code

    Lars Gerne committed Nov 20, 2021
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  4. refactor sh optimizer & multi-fidelity trainer

    Lars Gerne committed Nov 20, 2021
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  5. refactor optimizer

    Lars Gerne committed Nov 20, 2021
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  6. refactor demo code for multi-fidelity

    Lars Gerne committed Nov 20, 2021
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  7. refactor multi-fidelity demo and plot

    Lars Gerne committed Nov 20, 2021
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Commits on Nov 23, 2021

  1. hyperband without stats workrd

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    TillFetzer committed Nov 23, 2021
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  2. bug fix demo config 

    Co-authored-by: Lars Gerne <[email protected]>
    @TillFetzer
    TillFetzer and Lars Gerne committed Nov 23, 2021
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  3. Merge branch 'dev/till' into multi-fidelity

    @TillFetzer
    TillFetzer committed Nov 23, 2021
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  4. fix config after merging

    @TillFetzer
    TillFetzer committed Nov 23, 2021
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  5. extend multi-fidelity demo config

    @TillFetzer
    TillFetzer committed Nov 23, 2021
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Commits on Nov 25, 2021

  1. run without statcis through

    @TillFetzer
    TillFetzer committed Nov 25, 2021
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  2. some cleaning work

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    TillFetzer committed Nov 25, 2021
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Commits on Dec 1, 2021

  1. add comment to budget calculation

    Lars Gerne committed Dec 1, 2021
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  2. adapt budget for better compareability

    Lars Gerne committed Dec 1, 2021
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  3. small bug fix in hb

    @TillFetzer
    TillFetzer committed Dec 1, 2021
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Commits on Dec 2, 2021

  1. beginn palnning bohb

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    TillFetzer committed Dec 2, 2021
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Commits on Dec 5, 2021

  1. plan bohb

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    TillFetzer committed Dec 5, 2021
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Commits on Dec 8, 2021

  1. merged

    Lars Gerne committed Dec 8, 2021
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  2. add optimizer stats to hb

    Lars Gerne committed Dec 8, 2021
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  3. fix optimizer stats for hb

    Lars Gerne committed Dec 8, 2021
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  4. delete obsolete function from mf plots

    Lars Gerne committed Dec 8, 2021
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  5. add hb plot function

    Lars Gerne committed Dec 8, 2021
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  6. codestyle on sh optimizer

    Lars Gerne committed Dec 8, 2021
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  7. codestyle of multifidelity trainer class

    Lars Gerne committed Dec 8, 2021
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Commits on Dec 9, 2021

  1. Merge branch 'dev/till' into multi-fidelity

    @TillFetzer
    TillFetzer committed Dec 9, 2021
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Commits on Dec 10, 2021

  1. opti

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    TillFetzer committed Dec 10, 2021
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Commits on Dec 11, 2021

  1. fix get finial archietktur

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    TillFetzer committed Dec 11, 2021
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Commits on Dec 12, 2021

  1. start to train

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    TillFetzer committed Dec 12, 2021
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Commits on Dec 13, 2021

  1. tpe in predictor

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    TillFetzer committed Dec 13, 2021
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Commits on Dec 17, 2021

  1. learned kde

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    TillFetzer committed Dec 17, 2021
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  2. delete old files

    @TillFetzer
    TillFetzer committed Dec 17, 2021
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Commits on Dec 20, 2021

  1. beginn sample

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    TillFetzer committed Dec 20, 2021
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Commits on Jan 8, 2022

  1. tpe further work

    @TillFetzer
    TillFetzer committed Jan 8, 2022
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  2. hb fix

    @TillFetzer
    TillFetzer committed Jan 8, 2022
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  3. work on sh

    Lars Gerne committed Jan 8, 2022
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  4. Merge branch 'dev/lars' into multi-fidelity

    Lars Gerne committed Jan 8, 2022
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  5. group work on plot

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    TillFetzer committed Jan 8, 2022
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Commits on Jan 13, 2022

  1. make bohb extra

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    TillFetzer committed Jan 13, 2022
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Commits on Jan 15, 2022

  1. correct path for saving stats

    Lars Gerne committed Jan 15, 2022
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  2. fix hb plot

    Lars Gerne committed Jan 15, 2022
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  3. fix optimizer stats

    Lars Gerne committed Jan 15, 2022
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  4. fix plots and stats

    Lars Gerne committed Jan 15, 2022
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  5. bohb own script

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    TillFetzer committed Jan 15, 2022
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Commits on Jan 20, 2022

  1. create plot for bohb

    @TillFetzer
    TillFetzer committed Jan 20, 2022
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  2. Merge branch 'dev/lars' into multi-fidelity

    @TillFetzer
    TillFetzer committed Jan 20, 2022
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Commits on Feb 1, 2022

  1. work on benchmark setup

    Lars Gerne committed Feb 1, 2022
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Commits on Feb 2, 2022

  1. further improvments on experimental setup

    Lars Gerne committed Feb 2, 2022
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  2. config inconsquent in tpe

    @TillFetzer
    TillFetzer committed Feb 2, 2022
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  3. make bohb runnin againn

    @TillFetzer
    TillFetzer committed Feb 2, 2022
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Commits on Feb 3, 2022

  1. update sh to use max_budget

    Lars Gerne committed Feb 3, 2022
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Commits on Feb 5, 2022

  1. bug fix on sh optimizer

    Lars Gerne committed Feb 5, 2022
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Commits on Feb 8, 2022

  1. fix in sh optimizer

    Lars Gerne committed Feb 8, 2022
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Commits on Feb 9, 2022

  1. work on sh train time

    Lars Gerne committed Feb 9, 2022
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Commits on Feb 10, 2022

  1. dehb bracket claculations right

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    TillFetzer committed Feb 10, 2022
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Commits on Feb 15, 2022

  1. change the hyperparamter into config file

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    TillFetzer committed Feb 15, 2022
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Commits on Feb 17, 2022

  1. nas-bench-x11 clone

    @TillFetzer
    TillFetzer committed Feb 17, 2022
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  2. Merge branch 'dev/till' into multi-fidelity

    @TillFetzer
    TillFetzer committed Feb 17, 2022
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  3. add parameter for multi-fidelity methods

    Lars Gerne committed Feb 17, 2022
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  4. Merge branch 'dev/lars' into multi-fidelity

    Lars Gerne committed Feb 17, 2022
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Commits on Feb 18, 2022

  1. set up benchmark setup

    Lars Gerne committed Feb 18, 2022
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  2. sh works

    @TillFetzer
    TillFetzer committed Feb 18, 2022
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Commits on Feb 20, 2022

  1. preparing benchmarks

    Lars Gerne committed Feb 20, 2022
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Commits on Feb 21, 2022

  1. add new runner for mf

    Lars Gerne committed Feb 21, 2022
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  2. improvements in sbatch submit for mf experiments

    Lars Gerne committed Feb 21, 2022
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  3. fix bug in sbatch

    Lars Gerne committed Feb 21, 2022
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  4. fix variable

    Lars Gerne committed Feb 21, 2022
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  5. fix runner for sbatch

    Lars Gerne committed Feb 21, 2022
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Commits on Feb 22, 2022

  1. config change

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    TillFetzer committed Feb 22, 2022
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  2. adapt sh configs

    Lars Gerne committed Feb 22, 2022
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  3. claculate training time

    @TillFetzer
    TillFetzer committed Feb 22, 2022
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  4. Merge branch 'dev/till' into multi-fidelity

    @TillFetzer
    TillFetzer committed Feb 22, 2022
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Commits on Feb 25, 2022

  1. ram little bit memory opt

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    TillFetzer committed Feb 25, 2022
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Commits on Feb 28, 2022

  1. adapt sbatch submission

    Lars Gerne committed Feb 28, 2022
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  2. fixed runner

    gernel committed Feb 28, 2022
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  3. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    gernel committed Feb 28, 2022
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Commits on Mar 1, 2022

  1. fix sbatch

    gernel committed Mar 1, 2022
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Commits on Mar 13, 2022

  1. test

    @TillFetzer
    TillFetzer committed Mar 13, 2022
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  2. config

    @TillFetzer
    TillFetzer committed Mar 13, 2022
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  3. config two

    @TillFetzer
    TillFetzer committed Mar 13, 2022
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  4. clean history remove

    @TillFetzer
    TillFetzer committed Mar 13, 2022
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Commits on Mar 14, 2022

  1. add submission script

    Lars Gerne committed Mar 14, 2022
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  2. clean history back in buisness

    @TillFetzer
    TillFetzer committed Mar 14, 2022
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  3. doubble import

    @TillFetzer
    TillFetzer committed Mar 14, 2022
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  4. Merge branch 'dev/till' into multi-fidelity

    Lars Gerne committed Mar 14, 2022
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  5. fixed config script

    Lars Gerne committed Mar 14, 2022
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  6. fix range in config

    Lars Gerne committed Mar 14, 2022
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Commits on Mar 16, 2022

  1. fix old runner

    gernel committed Mar 16, 2022
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Commits on Mar 17, 2022

  1. add plots for mf

    Lars Gerne committed Mar 17, 2022
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  2. tpe remove

    @TillFetzer
    TillFetzer committed Mar 17, 2022
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  3. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    @TillFetzer
    TillFetzer committed Mar 17, 2022
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Commits on Mar 20, 2022

  1. plt opti

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    TillFetzer committed Mar 20, 2022
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Commits on Mar 21, 2022

  1. fix random seed & num_config from config

    Lars Gerne committed Mar 21, 2022
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Commits on Mar 25, 2022

  1. bug fix in bohb & change config creation

    Lars Gerne committed Mar 25, 2022
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Commits on Apr 1, 2022

  1. fix experimental setup

    Lars Gerne committed Apr 1, 2022
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  2. bug fix in dehb optimizer & mf runner

    Lars Gerne committed Apr 1, 2022
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  3. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    Lars Gerne committed Apr 1, 2022
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  4. plot further work

    @TillFetzer
    TillFetzer committed Apr 1, 2022
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  5. fix seed

    @TillFetzer
    TillFetzer committed Apr 1, 2022
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  6. fix range for mutate_prob

    Lars Gerne committed Apr 1, 2022
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  7. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    Lars Gerne committed Apr 1, 2022
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  8. fix number

    @TillFetzer
    TillFetzer committed Apr 1, 2022
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  9. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    @TillFetzer
    TillFetzer committed Apr 1, 2022
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  10. merge

    @TillFetzer
    TillFetzer committed Apr 1, 2022
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Commits on Apr 11, 2022

  1. hpo block

    @TillFetzer
    TillFetzer committed Apr 11, 2022
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  2. hpo

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    TillFetzer committed Apr 11, 2022
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Commits on May 11, 2022

  1. changes overt time

    @TillFetzer
    TillFetzer committed May 11, 2022
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Commits on May 13, 2022

  1. add to our experiments

    @TillFetzer
    TillFetzer committed May 13, 2022
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Commits on May 21, 2022

  1. fix lab mixed up

    @TillFetzer
    TillFetzer committed May 21, 2022
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  2. Merge branch 'dev/till' into multi-fidelity

    @TillFetzer
    TillFetzer committed May 21, 2022
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  3. make multifidelity consistend

    @TillFetzer
    TillFetzer committed May 21, 2022
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Commits on May 22, 2022

  1. debug

    @TillFetzer
    TillFetzer committed May 22, 2022
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Commits on Jun 11, 2022

  1. work on optimizer plot & improve mf-optimizers

    Lars Gerne committed Jun 11, 2022
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  2. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    Lars Gerne committed Jun 11, 2022
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Commits on Jun 13, 2022

  1. adapt train time

    Lars Gerne committed Jun 13, 2022
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  2. adapt min budget

    Lars Gerne committed Jun 13, 2022
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  3. fix train time calculation

    Lars Gerne committed Jun 13, 2022
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Commits on Jun 14, 2022

  1. fix min budget

    Lars Gerne committed Jun 14, 2022
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  2. implement kde for asr

    Lars Gerne committed Jun 14, 2022
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  3. adapt kde to asr

    @TillFetzer
    TillFetzer committed Jun 14, 2022
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Commits on Jun 15, 2022

  1. set fix seed for asr query

    Lars Gerne committed Jun 15, 2022
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Commits on Jun 17, 2022

  1. comment in hb optimizer

    Lars Gerne committed Jun 17, 2022
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  2. delete obsolete files

    Lars Gerne committed Jun 17, 2022
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  3. code cleanup for trainer and multifidelity methods

    Lars Gerne committed Jun 17, 2022
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Commits on Jun 18, 2022

  1. adapt train time in nasbenchasr

    Lars Gerne committed Jun 18, 2022
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Commits on Jun 20, 2022

  1. removing prints

    Lars Gerne committed Jun 20, 2022
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Commits on Jun 21, 2022

  1. plots generatisation

    @TillFetzer
    TillFetzer committed Jun 21, 2022
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  2. plots

    @TillFetzer
    TillFetzer committed Jun 21, 2022
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Commits on Jul 14, 2022

  1. optimize mf experimental setup

    Lars Gerne committed Jul 14, 2022
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  2. Merge branch 'multi-fidelity' of github.com:automl/NASLib into multi-… 

    …fidelity
    Lars Gerne committed Jul 14, 2022
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Commits on Jul 18, 2022

  1. cleanup

    Lars Gerne committed Jul 18, 2022
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  2. preparing pull request

    Lars Gerne committed Jul 18, 2022
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