Files
7599a8fdf4 [GSOC] hyperopt suggestion service logic update (#2412)
* resolved merge conflicts

Signed-off-by: Shashank Mittal <[email protected]>

* fix

Signed-off-by: Shashank Mittal <[email protected]>

* DISTRIBUTION_UNKNOWN enum set to 0 in gRPC api

Signed-off-by: Shashank Mittal <[email protected]>

* convert parameter method fix

Signed-off-by: Shashank Mittal <[email protected]>

validation fix

add e2e tests for hyperopt

added e2e test to workflow

* convert feasibleSpace func updated

Signed-off-by: Shashank Mittal <[email protected]>

* renamed DISTRIBUTION_UNKNOWN to DISTRIBUTION_UNSPECIFIED

Signed-off-by: Shashank Mittal <[email protected]>

* fix

Signed-off-by: Shashank Mittal <[email protected]>

* added more test cases for hyperopt distributions

Signed-off-by: Shashank Mittal <[email protected]>

* added support for NORMAL and LOG_NORMAL in hyperopt suggestion service

Signed-off-by: Shashank Mittal <[email protected]>

* added e2e tests for NORMAL and LOG_NORMAL

Signed-off-by: Shashank Mittal <[email protected]>

sigma calculation fixed

fix

parse new arguments to mnist.py

* hyperopt-suggestion example update

Signed-off-by: Shashank Mittal <[email protected]>

* updated logic for log distributions

Signed-off-by: Shashank Mittal <[email protected]>

* updated logic for log distributions

Signed-off-by: Shashank Mittal <[email protected]>

* e2e test fixed

Signed-off-by: Shashank Mittal <[email protected]>

* added support for parameter distributions for Parameter type INT

Signed-off-by: Shashank Mittal <[email protected]>

* unit test fixed

Signed-off-by: Shashank Mittal <[email protected]>

* Update pkg/suggestion/v1beta1/hyperopt/base_service.py

Co-authored-by: Yuki Iwai <[email protected]>
Signed-off-by: Shashank Mittal <[email protected]>

* comment fixed

Signed-off-by: Shashank Mittal <[email protected]>

* added unit tests for INT parameter type

Signed-off-by: Shashank Mittal <[email protected]>

* completed param unit test cases

Signed-off-by: Shashank Mittal <[email protected]>

* handled default case for normal distributions when min or max are not specified

Signed-off-by: Shashank Mittal <[email protected]>

* fixed validation logic for min and max

Signed-off-by: Shashank Mittal <[email protected]>

* removed unnecessary test params

Signed-off-by: Shashank Mittal <[email protected]>

* fixes

Signed-off-by: Shashank Mittal <[email protected]>

* added comments

Signed-off-by: Shashank Mittal <[email protected]>

* fix

Signed-off-by: Shashank Mittal <[email protected]>

* set default distribution as uniform

Signed-off-by: Shashank Mittal <[email protected]>

* line omit

Signed-off-by: Shashank Mittal <[email protected]>

* removed empty spaces from yaml files

Signed-off-by: Shashank Mittal <[email protected]>

---------

Signed-off-by: Shashank Mittal <[email protected]>
Co-authored-by: Yuki Iwai <[email protected]>
2025-01-30 21:26:52 +00:00

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Python

# Copyright 2022 The Kubeflow Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
MAX_GOAL = "MAXIMIZE"
MIN_GOAL = "MINIMIZE"
INTEGER = "INTEGER"
DOUBLE = "DOUBLE"
CATEGORICAL = "CATEGORICAL"
DISCRETE = "DISCRETE"
UNIFORM = "UNIFORM"
LOG_UNIFORM = "LOG_UNIFORM"
NORMAL = "NORMAL"
LOG_NORMAL = "LOG_NORMAL"