Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

JAHSBench #19

Merged
merged 41 commits into from
Jul 17, 2023
Merged

JAHSBench #19

merged 41 commits into from
Jul 17, 2023

Conversation

thchang
Copy link
Contributor

@thchang thchang commented Jul 14, 2023

Added a slightly modified version of JAHS Bench 201 problem. Modifications to original version include:

  • added additional objectives (size_MB)
  • set reference point at valid-acc=0, , latency=10, size_MB=100
  • added nepochs as a tunable parameter
  • optional wait command for 1% of total run time (default percentage, but configurable)

Warning: No support for MacOS

Addresses #6

[JAHS-Bench-201](https://github.com/automl/jahs_bench_201).

JAHSBench implements a random forest surrogate model, trained on real-world
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

JAHS is using XGBoost I think: https://openreview.net/pdf?id=_HLcjaVlqJ
Section 2.3, page 4

Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

For each benchmark documentation we need to include at least the following sections

## Installation
...
## Configuration
...
## Metadata
...

requires = {
"py-pip-requirements": {
"type": "pip",
"name": "-r " + os.path.join(DIR, "REQUIREMENTS.txt"),
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

using the more standard requirements.txt (lower case format) would be better.

@Deathn0t Deathn0t merged commit 46529fd into deephyper:main Jul 17, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants