Comments (4)
Thanks for asking @tszumowski .
It is still under development and it will support parallel optimization with multi-process or Kubernetes. Any contribution is welcome if you are interested in getting involved.
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@tobegit3hub
Thanks for releasing advisor!
it will support parallel optimization with multi-process or Kubernetes.
I can you elaborate on this? Are you referring to parallel optimization of the suggestion algorithm?
At least for proposal algorithms like random search I would assume that parallelization is rather trivial.
Can advisor be used in a setting with one adviser server and multiple adviser clients without blocking?
If not what needs to be changed? I might be interested to contribute this is the effort is reasonable.
from advisor.
Thanks for your concern and of course you can help.
Now advisor
is the HTTP server and can accept parallel requests from multiple clients. All you need to do is run advisor
in Kubernetes with our yaml file.
from advisor.
Now advisor is the HTTP server and can accept parallel requests from multiple clients.
Thanks that's consisted with the small experiment we run. :-)
All you need to do is run advisor in Kubernetes with our yaml file.
Just to be very clear (it confused me initially), it doesn't matter how you run advisor server
be it docker run, Kubernetes pip install etc. it will allow you to run multiple trails in parallel.
from advisor.
Related Issues (20)
- [Question]How to use early stopping in advisor when I train a CNN model? HOT 3
- [ Bug? ] Syntax error in admin_command.py HOT 1
- [ Bug? ] JSONDecodeError is raised when running the examples HOT 4
- Keras example not working
- about acquisition fucntion values in bayesian optimizer
- examples/simple_function_example not working
- Show clear message when the same study name is existed on advisor server
- Counterintuitive Examples HOT 1
- pip install error. HOT 1
- question HOT 1
- scikitlearn_mnist example objective function is accuracy, why goal is set to MINIMIZE in config.json? HOT 1
- click Generate Suggestions button received html source code, do I need other libraries to render it? HOT 2
- storage backend HOT 2
- Start server from source fail
- how to manage security and users HOT 1
- advisor_admin server start not work(python version) HOT 7
- Installation of advisor with command "pip3 install advisor" failed HOT 4
- Walk through request HOT 2
- ERROR: More than one .egg-info directory found in /tmp/pip-pip-egg-info-<somehash> HOT 1
- PiP install error
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from advisor.