# 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.
#
# @title          :probabilistic/regression/gather_seeds_avb.py
# @author         :ch
# @contact        :[email protected]
# @created        :01/08/2021
# @version        :1.0
# @python_version :3.8.5
"""
Gather random seeds for experiments configured via
:mod:`probabilistic.regression.hpsearch_config_avb`.
"""
# Do not delete the following import for all executable scripts!
import __init__  # pylint: disable=unused-import

from hpsearch import gather_random_seeds
from probabilistic.regression import gather_seeds_bbb as gsbbb

if __name__ == '__main__':
    gather_random_seeds.run('probabilistic.regression.hpsearch_config_avb',
                            ignore_kwds=None,
                            forced_params=gsbbb.FORCED_PARAMS,
                            summary_keys=gsbbb.SUMMARY_KEYS,
                            summary_sem=True,
                            summary_precs=gsbbb.SUMMARY_PRECS,
                            hpmod_path='../../hpsearch')
Gather random seeds for experiments configured via
:mod:`probabilistic.prob_gmm.hpsearch_config_gmm_bbb`.
"""
# Do not delete the following import for all executable scripts!
import __init__  # pylint: disable=unused-import

from hpsearch import gather_random_seeds

FORCED_PARAMS = {
    'val_sample_size': '100',
    'store_final_model': True,
    'during_acc_criterion': '-1',
}

SUMMARY_KEYS = [
    'acc_avg_task_given_during',
    'acc_avg_task_given',
    'acc_avg_task_inferred_ent_during',
    'acc_avg_task_inferred_ent',
    'acc_avg_task_inferred_conf',
    'acc_avg_task_inferred_agree',
]

if __name__ == '__main__':
    gather_random_seeds.run('probabilistic.prob_gmm.hpsearch_config_gmm_bbb',
                            ignore_kwds=None,
                            forced_params=FORCED_PARAMS,
                            summary_keys=SUMMARY_KEYS,
                            summary_sem=True,
                            hpmod_path='../../hpsearch')
Exemplo n.º 3
0
#    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.
#
# @title          :probabilistic/prob_mnist/gather_seeds_split_ssge.py
# @author         :ch
# @contact        :[email protected]
# @created        :01/08/2021
# @version        :1.0
# @python_version :3.8.5
"""
Gather random seeds for experiments configured via
:mod:`probabilistic.prob_mnist.hpsearch_config_split_ssge`.
"""
# Do not delete the following import for all executable scripts!
import __init__  # pylint: disable=unused-import

from hpsearch import gather_random_seeds
from probabilistic.prob_gmm import gather_seeds_bbb as gsbbb

if __name__ == '__main__':
    gather_random_seeds.run( \
        'probabilistic.prob_mnist.hpsearch_config_split_ssge',
        ignore_kwds=None, forced_params=gsbbb.FORCED_PARAMS,
        summary_keys=gsbbb.SUMMARY_KEYS, summary_sem=True,
        hpmod_path='../../hpsearch')
Exemplo n.º 4
0
#    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.
#
# @title          :probabilistic/prob_gmm/gather_seeds_ssge_pf.py
# @author         :ch
# @contact        :[email protected]
# @created        :01/08/2021
# @version        :1.0
# @python_version :3.8.5
"""
Gather random seeds for experiments configured via
:mod:`probabilistic.prob_gmm.hpsearch_config_gmm_ssge_pf`.
"""
# Do not delete the following import for all executable scripts!
import __init__  # pylint: disable=unused-import

from hpsearch import gather_random_seeds
from probabilistic.prob_gmm import gather_seeds_avb_pf as gsavbpf

if __name__ == '__main__':
    gather_random_seeds.run( \
        'probabilistic.prob_gmm.hpsearch_config_gmm_ssge_pf',
        ignore_kwds=gsavbpf.IGNORED_KWDS, forced_params=gsavbpf.FORCED_PARAMS,
        summary_keys=gsavbpf.SUMMARY_KEYS, summary_sem=True,
        hpmod_path='../../hpsearch')