def plot_lines_from_diff_hp_searches(
line_retrieve_inf,
plot_dir,
changing_hp,
plot_parameter_names,
metric_scales,
xscale,
style,
x_select,
model,
):
# print(line_retrieve_inf)
lines = retrieve_lines(line_retrieve_inf, x_select, model,
AVERAGING_NUMBER)
xlabel = plot_parameter_names[changing_hp]
create_path(plot_dir)
plot_description_file = os.path.join(plot_dir, 'description.txt')
with open(plot_description_file, 'w') as f:
f.write(nested2string(line_retrieve_inf))
for res_type, plot_data in lines.items():
ylabel, yscale = get_y_specs(res_type, plot_parameter_names,
metric_scales)
file_name_without_ext = add_index_to_filename_if_needed(
os.path.join(plot_dir, res_type))
plot_outer_legend(plot_data, None, xlabel, ylabel, xscale, yscale,
file_name_without_ext, style)
x_select)
style = dict(
no_line=args.no_line,
error=args.error,
marker=args.marker,
)
plot_parameter_names = get_parameter_names(args.hp_names_file)
xscale = args.xscale
metric_scales = parse_metric_scales_str(args.metric_scales)
create_path(args.plot_name, file_name_is_in_path=True)
for metric, lines_for_metric in lines_by_metrics.items():
file_name = args.plot_name + '_' + metric
ylabel = plot_parameter_names[metric]
if metric in metric_scales:
yscale = metric_scales[metric]
else:
yscale = 'linear'
xlabel = args.xlabel
description = nested2string(lines_for_metric)
plot_outer_legend(
lines_for_metric,
description,
xlabel,
ylabel,
xscale,
yscale,
file_name,
style,
)