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inmicrosoft/MLOS (press backspace or delete to remove)Nearly all other configs follow the form:
{
class : class.name ,
config : {
...
}
}
The optimizer json schema intermingles a few things though:
{
class : mlos_bench.optimizers.MlosCoreOptimizer ...
refactor
bpkroth
- 1
- Opened 9 days ago
- #957
Looks like this should be possible to support in mlos_core and mlos_bench.
https://optuna.readthedocs.io/en/stable/tutorial/20_recipes/009_ask_and_tell.html
enhancement
help wanted
mlos-bench
mlos-core
- Opened 10 days ago
- #955
https://docs.github.com/en/repositories/archiving-a-github-repository/referencing-and-citing-content
WIP
- 1
- Opened 21 days ago
- #951
A small observation while thinking about #944 and #838 and #732:
With multiple component nodes in this design, not all of them need all of the different parts of MLOS installed.
- mlos_benchd_service ...
design
- Opened on Jan 29
- #947
- [ ] Integrate Automatic Flame Graph Collection (useful to support in general)
- [ ] Analyze it to look for bottleneck functions
- [ ] Query an LLM to see if those bottleneck functions can be associated ...
- 1
- Opened on Jan 28
- #946
I put https://github.com/microsoft/MLOS/tree/4f6f5b025a33ae61ece70442a62bf825aeb9bad0/mlos_vizpanel into one of my
https://github.com/Microsoft-CISL/sqlite-autotuning/ forks
https://github.com/Microsoft-CISL/sqlite-autotuning/pull/53 ...
yshady-acheev
- 6
- Opened on Jan 21
- #936
LlamaTune has issues with numpy =2.0 reporting errors like the following:
FAILED mlos_core/mlos_core/tests/spaces/adapters/llamatune_test.py::test_num_low_dims[2-param_space_kwargs1] - ValueError: Configuration(values={ ...
bug
dependencies
- 2
- Opened on Jan 21
- #935
Placeholder issue to track to implementing the TUNA noisy optimization algorithm in an mlos_bench scheduler now that the
TrialRunner abstraction is available (arxiv citation to be added).
May also want ...
- Opened on Jan 13
- #926
that will produce a string ` Status.PENDING `. Did you mean
self._schema.trial.c.status == Status.PENDING.name,
?
(Note to self: use Status.*.name everywhere in ...
- Opened on Jan 10
- #920
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