Histogram figures thin bars error

[snirlugassy-imagry]

Hi,
When using logger.report_matplotlib_figure to plot a histogram with large number of bins, the UI plot is displaying the histogram with very thin bars, making the visualization not usable.

Example code:

for metric in evaluator.metrics:
    plt.figure()
    plt.hist(results[_metric].dropna(), bins=HISTOGRAM_BINS)
    fig = plt.gcf()
    task.logger.report_matplotlib_figure(title=metric, series=metric, figure=fig)

Using HISTOGRAM_BINS=60 shows the following plot:

While using HISTOGRAM_BINS=25 seems reasonable:

The issue is also relevant for comparison between 2 histograms, when comparing 2 histograms with 25 bins, the following is displayed: