Open in GitHubRun in Google Colab

Trial-level early stopping

Trial-level early stopping aims to monitor the results of expensive evaluations with timeseries-like data and terminate those that are unlikely to produce promising results prior to completing that evaluation. This reduces computational waste, and enables the same amount of resources to explore more configurations. Early stopping is useful for expensive to evaluate problems where stepwise information is available on the way to the final measurement.

Like the Getting Started tutorial we'll be minimizing the Hartmann6 function, but this time we've modified it to incorporate a new parameter $t$ which allows the function to produce timeseries-like data where the value returned is closer and closer to Hartmann6's true value as $t$ increases. At $t = 100$ the function will simply return Hartmann6's unaltered value.

$$f(x, t) = hartmann6(x) - log_2(t/100)$$

While the function is synthetic, the workflow captures the intended principles for this tutorial and is similar to the process of training typical machine learning models.

Learning Objectives

• Understand when time-series-like data can be used in an optimization experiment
• Run a simple optimization experiment with early stopping
• Configure details of an early stopping strategy
• Analyze the results of the optimization

Prerequisites

• Familiarity with Python and basic programming concepts
• Understanding of adaptive experimentation and Bayesian optimization
• Getting Started with Ax

Step 1: Import Necessary Modules

First, ensure you have all the necessary imports:

import numpy as np
from ax.api.client import Client
from ax.api.configs import  RangeParameterConfig

Step 2: Initialize the Client

Create an instance of the Client to manage the state of your experiment.

client = Client()

Step 3: Configure the Experiment

The Client instance can be configured with a series of Configs that define how the experiment will be run.

The Hartmann6 problem is usually evaluated on the hypercube $x_i \in (0, 1)$, so we will define six identical RangeParameterConfigs with these bounds.

You may specify additional features like parameter constraints to further refine the search space and parameter scaling to help navigate parameters with nonuniform effects.

# Define six float parameters for the Hartmann6 function
parameters = [
    RangeParameterConfig(
        name=f"x{i + 1}", parameter_type="float", bounds=(0, 1)
    )
    for i in range(6)
]

client.configure_experiment(parameters=parameters)

Step 4: Configure Optimization

Now, we must configure the objective for this optimization, which we do using Client.configure_optimization. This method expects a string objective, an expression containing either a single metric to maximize, a linear combination of metrics to maximize, or a tuple of multiple metrics to jointly maximize. These expressions are parsed using SymPy. For example:

• "score" would direct Ax to maximize a metric named score
• "-loss" would direct Ax to Ax to minimize a metric named loss
• "task_0 + 0.5 * task_1" would direct Ax to maximize the sum of two task scores, downweighting task_1 by a factor of 0.5
• "score, -flops" would direct Ax to simultaneously maximize score while minimizing flops

See these recipes for more information on configuring objectives and outcome constraints.

client.configure_optimization(objective="-hartmann6")

Step 5: Run Trials with early stopping

Here, we will configure the ask-tell loop.

We begin by defining our Hartmann6 function as written above. Remember, this is just an example problem and any Python function can be substituted here.

Then we will iteratively do the following:

• Call client.get_next_trials to "ask" Ax for a parameterization to evaluate
• Evaluate hartmann6_curve using those parameters in an inner loop to simulate the generation of timeseries data
• "Tell" Ax the partial result using client.attach_data
• Query whether the trial should be stopped via client.should_stop_trial_early
• Stop the underperforming trial and report back to Ax that is has been stopped

This loop will run multiple trials to optimize the function.

Ax will configure an EarlyStoppingStrategy when should_stop_trial_early is called for the first time. By default Ax uses a Percentile early stopping strategy which will terminate a trial early if its performance falls below a percentile threshold when compared to other trials at the same step. Early stopping can only occur after a minimum number of progressions to prevent premature early stopping. This validates that both enough data is gathered to make a decision and there is a minimum number of completed trials with curve data; these completed trials establish a baseline.

# Hartmann6 function
def hartmann6(x1, x2, x3, x4, x5, x6):
    alpha = np.array([1.0, 1.2, 3.0, 3.2])
    A = np.array(
        [
            [10, 3, 17, 3.5, 1.7, 8],
            [0.05, 10, 17, 0.1, 8, 14],
            [3, 3.5, 1.7, 10, 17, 8],
            [17, 8, 0.05, 10, 0.1, 14],
        ]
    )
    P = 10**-4 * np.array(
        [
            [1312, 1696, 5569, 124, 8283, 5886],
            [2329, 4135, 8307, 3736, 1004, 9991],
            [2348, 1451, 3522, 2883, 3047, 6650],
            [4047, 8828, 8732, 5743, 1091, 381],
        ]
    )

    outer = 0.0
    for i in range(4):
        inner = 0.0
        for j, x in enumerate([x1, x2, x3, x4, x5, x6]):
            inner += A[i, j] * (x - P[i, j]) ** 2
        outer += alpha[i] * np.exp(-inner)
    return -outer


# Hartmann6 function with additional t term such that
# hartmann6(X) == hartmann6_curve(X, t=100)
def hartmann6_curve(x1, x2, x3, x4, x5, x6, t):
    return hartmann6(x1, x2, x3, x4, x5, x6) - np.log2(t / 100)


(
    hartmann6(0.1, 0.45, 0.8, 0.25, 0.552, 1.0),
    hartmann6_curve(0.1, 0.45, 0.8, 0.25, 0.552, 1.0, 100),
)

Output:

(-0.4878737485613134, -0.4878737485613134)

maximum_progressions = 100  # Observe hartmann6_curve over 100 progressions

for _ in range(30):  # Run 30 rounds of trials
    trials = client.get_next_trials(max_trials=3)
    for trial_index, parameters in trials.items():
        for t in range(1, maximum_progressions + 1):
            raw_data = {"hartmann6": hartmann6_curve(t=t, **parameters)}

            # On the final reading call complete_trial and break, else call attach_data
            if t == maximum_progressions:
                client.complete_trial(
                    trial_index=trial_index, raw_data=raw_data, progression=t
                )
                break

            client.attach_data(
                trial_index=trial_index, raw_data=raw_data, progression=t
            )

            # If the trial is underperforming, stop it
            if client.should_stop_trial_early(trial_index=trial_index):
                client.mark_trial_early_stopped(trial_index=trial_index)
                break

Output:

[WARNING 07-10 13:33:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
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[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.api.client: 3 trials requested but only 2 could be generated.
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:26] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:27] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.api.client: 3 trials requested but only 1 could be generated.
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:29] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:30] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:32] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:33] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:36] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:37] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:40] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:43] ax.early_stopping.strategies.percentile: Early stoppinging trial 13: Trial objective value 3.184702209913196 is worse than 50.0-th percentile (2.9837738373402) across comparable trials..
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:43] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:44] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:46] ax.early_stopping.strategies.percentile: Early stoppinging trial 15: Trial objective value 3.0993675893960386 is worse than 50.0-th percentile (2.982240415752064) across comparable trials..
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:46] ax.early_stopping.strategies.percentile: Early stoppinging trial 16: Trial objective value 3.2532189701678846 is worse than 50.0-th percentile (3.0993675893960386) across comparable trials..
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:46] ax.early_stopping.strategies.percentile: Early stoppinging trial 17: Trial objective value 3.290997784511934 is worse than 50.0-th percentile (3.100901010984175) across comparable trials..
[WARNING 07-10 13:33:47] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:47] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:47] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:47] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:48] ax.early_stopping.strategies.percentile: Early stoppinging trial 18: Trial objective value 3.304784711140957 is worse than 50.0-th percentile (3.1024344325723106) across comparable trials..
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:48] ax.early_stopping.strategies.percentile: Early stoppinging trial 19: Trial objective value 3.3191372256058544 is worse than 50.0-th percentile (3.119758246025847) across comparable trials..
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:48] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:48] ax.early_stopping.strategies.percentile: Early stoppinging trial 20: Trial objective value 3.3007268769437466 is worse than 50.0-th percentile (3.1370820594793827) across comparable trials..
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:49] ax.early_stopping.strategies.percentile: Early stoppinging trial 21: Trial objective value 3.3174880986884383 is worse than 50.0-th percentile (3.158237625095523) across comparable trials..
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:49] ax.early_stopping.strategies.percentile: Early stoppinging trial 22: Trial objective value 3.3028422988018056 is worse than 50.0-th percentile (3.1793931907116635) across comparable trials..
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:49] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:49] ax.early_stopping.strategies.percentile: Early stoppinging trial 23: Trial objective value 3.3203283089464906 is worse than 50.0-th percentile (3.1820477003124297) across comparable trials..
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:50] ax.early_stopping.strategies.percentile: Early stoppinging trial 24: Trial objective value 3.3185947352902887 is worse than 50.0-th percentile (3.184702209913196) across comparable trials..
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:50] ax.early_stopping.strategies.percentile: Early stoppinging trial 25: Trial objective value 3.303072207927635 is worse than 50.0-th percentile (3.203864183843282) across comparable trials..
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:50] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:51] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:51] ax.early_stopping.strategies.percentile: Early stoppinging trial 26: Trial objective value 3.320366062372706 is worse than 50.0-th percentile (3.2230261577733685) across comparable trials..
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:52] ax.early_stopping.strategies.percentile: Early stoppinging trial 27: Trial objective value 3.3186367843557387 is worse than 50.0-th percentile (3.2313350863578263) across comparable trials..
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:52] ax.early_stopping.strategies.percentile: Early stoppinging trial 28: Trial objective value 3.302848994533757 is worse than 50.0-th percentile (3.239644014942284) across comparable trials..
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:52] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:52] ax.early_stopping.strategies.percentile: Early stoppinging trial 29: Trial objective value 3.320479158363431 is worse than 50.0-th percentile (3.243358890895685) across comparable trials..
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:54] ax.early_stopping.strategies.percentile: Early stoppinging trial 30: Trial objective value 3.0412731524385785 is worse than 50.0-th percentile (2.7276097183581545) across comparable trials..
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:54] ax.early_stopping.strategies.percentile: Early stoppinging trial 31: Trial objective value 3.2723522160952467 is worse than 50.0-th percentile (3.243358890895685) across comparable trials..
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:54] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:54] ax.early_stopping.strategies.percentile: Early stoppinging trial 32: Trial objective value 3.3017819949500473 is worse than 50.0-th percentile (3.247073766849086) across comparable trials..
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:56] ax.early_stopping.strategies.percentile: Early stoppinging trial 33: Trial objective value 3.019458101248241 is worse than 50.0-th percentile (2.8462703135902654) across comparable trials..
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:56] ax.early_stopping.strategies.percentile: Early stoppinging trial 34: Trial objective value 3.280679984956706 is worse than 50.0-th percentile (3.247073766849086) across comparable trials..
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:56] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:56] ax.early_stopping.strategies.percentile: Early stoppinging trial 35: Trial objective value 3.300702310994286 is worse than 50.0-th percentile (3.250146368508485) across comparable trials..
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:58] ax.early_stopping.strategies.percentile: Early stoppinging trial 36: Trial objective value 3.114535685768477 is worse than 50.0-th percentile (2.964930908822376) across comparable trials..
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:58] ax.early_stopping.strategies.percentile: Early stoppinging trial 37: Trial objective value 3.301076244315515 is worse than 50.0-th percentile (3.2526290898431482) across comparable trials..
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:33:58] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:33:58] ax.early_stopping.strategies.percentile: Early stoppinging trial 38: Trial objective value 3.2858355493506717 is worse than 50.0-th percentile (3.2532189701678846) across comparable trials..
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:00] ax.early_stopping.strategies.percentile: Early stoppinging trial 39: Trial objective value 3.0635760205346205 is worse than 50.0-th percentile (2.982254722275912) across comparable trials..
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:00] ax.early_stopping.strategies.percentile: Early stoppinging trial 40: Trial objective value 3.2892010259414337 is worse than 50.0-th percentile (3.2532189701678846) across comparable trials..
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:00] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:01] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:01] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:01] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:01] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:01] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:01] ax.early_stopping.strategies.percentile: Early stoppinging trial 41: Trial objective value 3.2999812292392647 is worse than 50.0-th percentile (3.2627855931315657) across comparable trials..
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:02] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:03] ax.early_stopping.strategies.percentile: Early stoppinging trial 42: Trial objective value 3.1100418967690335 is worse than 50.0-th percentile (2.999578535729448) across comparable trials..
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:03] ax.early_stopping.strategies.percentile: Early stoppinging trial 43: Trial objective value 3.2860132913332327 is worse than 50.0-th percentile (3.2627855931315657) across comparable trials..
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:03] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:03] ax.early_stopping.strategies.percentile: Early stoppinging trial 44: Trial objective value 3.3002546078212904 is worse than 50.0-th percentile (3.2723522160952467) across comparable trials..
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:05] ax.early_stopping.strategies.percentile: Early stoppinging trial 45: Trial objective value 3.107745966902037 is worse than 50.0-th percentile (3.0095183184888445) across comparable trials..
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:05] ax.early_stopping.strategies.percentile: Early stoppinging trial 46: Trial objective value 3.290161252881388 is worse than 50.0-th percentile (3.2723522160952467) across comparable trials..
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:05] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:05] ax.early_stopping.strategies.percentile: Early stoppinging trial 47: Trial objective value 3.3004598887073553 is worse than 50.0-th percentile (3.2765161005259764) across comparable trials..
[WARNING 07-10 13:34:07] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:07] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:07] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:07] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:08] ax.early_stopping.strategies.percentile: Early stoppinging trial 48: Trial objective value 3.2974603514536773 is worse than 50.0-th percentile (3.280679984956706) across comparable trials..
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:08] ax.early_stopping.strategies.percentile: Early stoppinging trial 49: Trial objective value 3.3019312254055078 is worse than 50.0-th percentile (3.283257767153689) across comparable trials..
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:08] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:08] ax.early_stopping.strategies.percentile: Early stoppinging trial 50: Trial objective value 3.300800269227921 is worse than 50.0-th percentile (3.2858355493506717) across comparable trials..
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:11] ax.early_stopping.strategies.percentile: Early stoppinging trial 51: Trial objective value 3.146721578840213 is worse than 50.0-th percentile (3.019458101248241) across comparable trials..
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:11] ax.early_stopping.strategies.percentile: Early stoppinging trial 52: Trial objective value 3.3011045923308537 is worse than 50.0-th percentile (3.2858355493506717) across comparable trials..
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:11] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:11] ax.early_stopping.strategies.percentile: Early stoppinging trial 53: Trial objective value 3.2946231371237835 is worse than 50.0-th percentile (3.285924420341952) across comparable trials..
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:13] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:14] ax.early_stopping.strategies.percentile: Early stoppinging trial 54: Trial objective value 3.1379151638143106 is worse than 50.0-th percentile (3.03036562684341) across comparable trials..
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:14] ax.early_stopping.strategies.percentile: Early stoppinging trial 55: Trial objective value 3.300786106926362 is worse than 50.0-th percentile (3.285924420341952) across comparable trials..
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:14] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:14] ax.early_stopping.strategies.percentile: Early stoppinging trial 56: Trial objective value 3.2942421458364555 is worse than 50.0-th percentile (3.2860132913332327) across comparable trials..
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:16] ax.early_stopping.strategies.percentile: Early stoppinging trial 57: Trial objective value 3.123098762542971 is worse than 50.0-th percentile (3.0412731524385785) across comparable trials..
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:16] ax.early_stopping.strategies.percentile: Early stoppinging trial 58: Trial objective value 3.2884741093634844 is worse than 50.0-th percentile (3.2860132913332327) across comparable trials..
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:16] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:17] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:17] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:17] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:17] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:17] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:17] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:17] ax.early_stopping.strategies.percentile: Early stoppinging trial 59: Trial objective value 3.3003124891562483 is worse than 50.0-th percentile (3.2872437003483586) across comparable trials..
[WARNING 07-10 13:34:18] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:18] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:19] ax.early_stopping.strategies.percentile: Early stoppinging trial 60: Trial objective value 3.2997295318509003 is worse than 50.0-th percentile (3.2884741093634844) across comparable trials..
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:19] ax.early_stopping.strategies.percentile: Early stoppinging trial 61: Trial objective value 3.312014485148146 is worse than 50.0-th percentile (3.2888375676524593) across comparable trials..
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:19] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:19] ax.early_stopping.strategies.percentile: Early stoppinging trial 62: Trial objective value 3.2909219299513968 is worse than 50.0-th percentile (3.2892010259414337) across comparable trials..
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:21] ax.early_stopping.strategies.percentile: Early stoppinging trial 63: Trial objective value 3.083069940978785 is worse than 50.0-th percentile (3.0415814097001537) across comparable trials..
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:21] ax.early_stopping.strategies.percentile: Early stoppinging trial 64: Trial objective value 3.290465923098713 is worse than 50.0-th percentile (3.2892010259414337) across comparable trials..
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:21] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:22] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:22] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:22] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:22] ax.early_stopping.strategies.percentile: Early stoppinging trial 65: Trial objective value 3.3002567028828347 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:24] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:25] ax.early_stopping.strategies.percentile: Early stoppinging trial 66: Trial objective value 3.071995467232887 is worse than 50.0-th percentile (3.041889666961729) across comparable trials..
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:25] ax.early_stopping.strategies.percentile: Early stoppinging trial 67: Trial objective value 3.150113682768457 is worse than 50.0-th percentile (3.0527328437481747) across comparable trials..
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:25] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:25] ax.early_stopping.strategies.percentile: Early stoppinging trial 68: Trial objective value 3.2996370662561354 is worse than 50.0-th percentile (3.2892010259414337) across comparable trials..
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:28] ax.early_stopping.strategies.percentile: Early stoppinging trial 69: Trial objective value 3.095077357346525 is worse than 50.0-th percentile (3.0635760205346205) across comparable trials..
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:28] ax.early_stopping.strategies.percentile: Early stoppinging trial 70: Trial objective value 3.2905233362842434 is worse than 50.0-th percentile (3.2892010259414337) across comparable trials..
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:28] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:28] ax.early_stopping.strategies.percentile: Early stoppinging trial 71: Trial objective value 3.3005062555429405 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:31] ax.early_stopping.strategies.percentile: Early stoppinging trial 72: Trial objective value 3.0641411416755355 is worse than 50.0-th percentile (3.063858581105078) across comparable trials..
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:31] ax.early_stopping.strategies.percentile: Early stoppinging trial 73: Trial objective value 3.2908760331585016 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:31] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:31] ax.early_stopping.strategies.percentile: Early stoppinging trial 74: Trial objective value 3.2971447016558866 is worse than 50.0-th percentile (3.290161252881388) across comparable trials..
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:34] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:35] ax.early_stopping.strategies.percentile: Early stoppinging trial 75: Trial objective value 2.9328379087963983 is worse than 50.0-th percentile (2.6020788362742957) across comparable trials..
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:35] ax.early_stopping.strategies.percentile: Early stoppinging trial 76: Trial objective value 3.1488754094015 is worse than 50.0-th percentile (3.063858581105078) across comparable trials..
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:35] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:35] ax.early_stopping.strategies.percentile: Early stoppinging trial 77: Trial objective value 3.3000334585120323 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:38] ax.early_stopping.strategies.percentile: Early stoppinging trial 78: Trial objective value 2.891384105239418 is worse than 50.0-th percentile (2.7207394315064066) across comparable trials..
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:38] ax.early_stopping.strategies.percentile: Early stoppinging trial 79: Trial objective value 3.2918743650256284 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:38] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:39] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:39] ax.early_stopping.strategies.percentile: Early stoppinging trial 80: Trial objective value 3.080152802059484 is worse than 50.0-th percentile (3.063858581105078) across comparable trials..
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:41] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:42] ax.early_stopping.strategies.percentile: Early stoppinging trial 81: Trial objective value 3.1255278177183485 is worse than 50.0-th percentile (3.0641411416755355) across comparable trials..
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:42] ax.early_stopping.strategies.percentile: Early stoppinging trial 82: Trial objective value 3.3035986887482656 is worse than 50.0-th percentile (3.2892010259414337) across comparable trials..
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:42] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:42] ax.early_stopping.strategies.percentile: Early stoppinging trial 83: Trial objective value 3.299941342930896 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:45] ax.early_stopping.strategies.percentile: Early stoppinging trial 84: Trial objective value 2.918269130781211 is worse than 50.0-th percentile (2.839400026738517) across comparable trials..
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:45] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:46] ax.early_stopping.strategies.percentile: Early stoppinging trial 85: Trial objective value 3.2920065608614446 is worse than 50.0-th percentile (3.289681139411411) across comparable trials..
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[WARNING 07-10 13:34:46] ax.early_stopping.strategies.base: No metric names specified. Defaulting to the objective metric(s).
[INFO 07-10 13:34:46] ax.early_stopping.strategies.percentile: Early stoppinging trial 86: Trial objective value 3.292235690302874 is worse than 50.0-th percentile (3.290161252881388) across comparable trials..

Step 6: Analyze Results

After running trials, you can analyze the results. Most commonly this means extracting the parameterization from the best performing trial you conducted.

best_parameters, prediction, index, name = client.get_best_parameterization()
print("Best Parameters:", best_parameters)
print("Prediction (mean, variance):", prediction)

Output:

Best Parameters: {'x1': 0.21519648060885804, 'x2': 0.3133990240066522, 'x3': 0.10524867960472684, 'x4': 0.14334623384230308, 'x5': 0.39571296306556153, 'x6': 0.5971134762215871}
Prediction (mean, variance): {'hartmann6': (-1.680438745314015, 0.00020556141221231725)}

Step 7: Compute Analyses

Ax can also produce a number of analyses to help interpret the results of the experiment via client.compute_analyses. Users can manually select which analyses to run, or can allow Ax to select which would be most relevant. In this case Ax selects the following:

• Parrellel Coordinates Plot shows which parameterizations were evaluated and what metric values were observed -- this is useful for getting a high level overview of how thoroughly the search space was explored and which regions tend to produce which outcomes
• Progression Plot shows each partial observation observed by Ax for each trial in a timeseries
• Sensitivity Analysis Plot shows which parameters have the largest affect on the objective using Sobol Indicies
• Slice Plot shows how the model predicts a single parameter effects the objective along with a confidence interval
• Contour Plot shows how the model predicts a pair of parameters effects the objective as a 2D surface
• Summary lists all trials generated along with their parameterizations, observations, and miscellaneous metadata
• Cross Validation helps to visualize how well the surrogate model is able to predict out of sample points

# display=True instructs Ax to sort then render the resulting analyses
cards = client.compute_analyses(display=True)

Parallel Coordinates for hartmann6

The parallel coordinates plot displays multi-dimensional data by representing each parameter as a parallel axis. This plot helps in assessing how thoroughly the search space has been explored and in identifying patterns or clusterings associated with high-performing (good) or low-performing (bad) arms. By tracing lines across the axes, one can observe correlations and interactions between parameters, gaining insights into the relationships that contribute to the success or failure of different configurations within the experiment.

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hartmann6 by progression

The progression plot tracks the evolution of each metric over the course of the experiment. This visualization is typically used to monitor the improvement of metrics over Trial iterations, but can also be useful in informing decisions about early stopping for Trials.

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Sensitivity Analysis for hartmann6

Understand how each parameter affects hartmann6 according to a second-order sensitivity analysis.

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Cross Validation for hartmann6

The cross-validation plot displays the model fit for each metric in the experiment. It employs a leave-one-out approach, where the model is trained on all data except one sample, which is used for validation. The plot shows the predicted outcome for the validation set on the y-axis against its actual value on the x-axis. Points that align closely with the dotted diagonal line indicate a strong model fit, signifying accurate predictions. Additionally, the plot includes 95% confidence intervals that provide insight into the noise in observations and the uncertainty in model predictions. A horizontal, flat line of predictions indicates that the model has not picked up on sufficient signal in the data, and instead is just predicting the mean.

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Summary for Experiment

High-level summary of the Trial-s in this Experiment

	trial_index	arm_name	trial_status	generation_node	hartmann6	x1	x2	x3	x4	x5	x6
0	0	0_0	COMPLETED	CenterOfSearchSpace	-0.505315	0.500000	0.500000	0.500000	0.500000	0.500000	0.500000
1	1	1_0	COMPLETED	Sobol	-0.098902	0.991056	0.043209	0.572182	0.748378	0.279889	0.881018
2	2	2_0	COMPLETED	Sobol	-0.074854	0.042330	0.514096	0.242249	0.389725	0.847873	0.429570
3	3	3_0	COMPLETED	Sobol	-0.082284	0.440284	0.288125	0.756770	0.856372	0.551460	0.005285
4	4	4_0	COMPLETED	Sobol	-0.142535	0.530602	0.755232	0.428754	0.028985	0.076241	0.551399
...	...	...	...	...	...	...	...	...	...	...	...
82	82	82_0	EARLY_STOPPED	MBM	3.303599	1.000000	0.000000	0.065737	0.000000	0.531102	0.242850
83	83	83_0	EARLY_STOPPED	MBM	3.299941	0.000000	0.000000	0.000000	0.005201	0.394006	0.000000
84	84	84_0	EARLY_STOPPED	MBM	2.918269	0.336125	0.000000	0.000000	0.000000	0.467297	0.236095
85	85	85_0	EARLY_STOPPED	MBM	3.292007	1.000000	0.000000	0.000000	0.000000	0.504826	0.301915
86	86	86_0	EARLY_STOPPED	MBM	3.292236	0.000000	0.000000	0.000000	0.000286	0.395909	0.032225

Conclusion

This tutorial demonstates Ax's early stopping capabilities, which utilize timeseries-like data to monitor the results of expensive evaluations and terminate those that are unlikely to produce promising results, freeing up resources to explore more configurations. This can be used in a number of applications, and is especially useful in machine learning contexts.