The number of Trial measurements used in autoregressive model for
value prediction. A trial won't be considered early stopping if has fewer
measurement points.
The hyper-parameter name used in the tuning job that stands for learning
rate. Leave it blank if learning rate is not in a parameter in tuning.
The learning_rate is used to estimate the objective value of the ongoing
trial.
The hyper-parameter name used in the tuning job that stands for learning
rate. Leave it blank if learning rate is not in a parameter in tuning.
The learning_rate is used to estimate the objective value of the ongoing
trial.
Steps used in predicting the final objective for early stopped trials. In
general, it's set to be the same as the defined steps in training /
tuning. When use_steps is false, this field is set to the maximum elapsed
seconds.
Minimum number of steps for a trial to complete. Trials which do not have
a measurement with num_steps > min_num_steps won't be considered for
early stopping. It's ok to set it to 0, and a trial can be early stopped
at any stage. By default, min_num_steps is set to be one-tenth of the
max_num_steps.
When use_steps is false, this field is set to the minimum elapsed
seconds.
This bool determines whether or not the rule is applied based on
elapsed_secs or steps. If use_seconds==false, the early stopping decision
is made according to the predicted objective values according to the
target steps. If use_seconds==true, elapsed_secs is used instead of
steps. Also, in this case, the parameters max_num_steps and min_num_steps
are overloaded to contain max_elapsed_seconds and min_elapsed_seconds.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-01-27 UTC."],[],[]]
