from graphs.fid_graph import plot_multiple_runs plot_multiple_runs(run_paths=[ './../../results/00295-stylegan2-car_labels_oversample-baseline_oversample_v5_256' ], descriptions=['New Baseline Model'], xlabel='Million Images seen by the Discriminator', ylabel='Fréchet Inception Distance', title='FID of the New Baseline Model', filename='rotation_baseline.png', y_min=3, y_max=10, yticks=1, x_min=0, x_max=8, show_lowest_value=False)
from graphs.fid_graph import plot_multiple_runs plot_multiple_runs( run_paths=[ './../../results/00001-baseline_v5', './../../results/00083-conditional_randomize_label', './../../results/00327-conditional_label_dropout_25_v5', ], descriptions=['Baseline', 'Soft Label Randomization', 'Label Dropout'], xlabel='Million Images seen by the Discriminator', ylabel='Fréchet Inception Distance', title='Baseline with and without Labels', filename='label_sampling_fid_graph.png', y_min=3, y_max=20, yticks=2, x_min=0, x_max=6)
from graphs.fid_graph import plot_multiple_runs plot_multiple_runs(run_paths=[ './../results/00184-stylegan2-car_images_512-2gpu-baseline_without_labels' ], descriptions=['Baseline without Labels'], xlabel='Million Images seen by the Discriminator', ylabel='Fréchet Inception Distance', title='Baseline with Labels', filename='baseline_without_labels.png', y_min=0, y_max=20, yticks=2, x_min=0, x_max=10)
from graphs.fid_graph import plot_multiple_runs plot_multiple_runs( run_ids=[ 121, 117 ], descriptions=[ 'Baseline with Labels', 'Discriminator with Label Information' ], xlabel='Million Images seen by the Discriminator', ylabel='Fréchet Inception Distance', title='Separate Label Mapping', filename='disc_mod_fid.png', y_min=2, y_max=7, x_min=0, x_max=10)
from graphs.fid_graph import plot_multiple_runs plot_multiple_runs(run_ids=[121, 70, 102], descriptions=[ 'Baseline with Labels', 'Separate Label Mapping (Add)', 'Separate Label Mapping (Concat)' ], xlabel='Million Images seen by the Discriminator', ylabel='Fréchet Inception Distance', title='Separate Label Mapping', filename='separate_label_mapping.png', y_min=2, y_max=7, x_min=0, x_max=10)
from graphs.fid_graph import plot_multiple_runs plot_multiple_runs( run_paths=[ './../../results/00001-baseline_v5', './../../results/00410-disc_weight_mod_v5' ], descriptions=[ 'Baseline', 'Discriminator with Label Information' ], xlabel='Million Images seen by the Discriminator', ylabel='Fréchet Inception Distance', title='Separate Label Mapping', filename='disc_mod_fid.png', y_min=4, y_max=10, x_min=0, x_max=5.5)