Plot model state loss.

climax/core/utils.py

@@ -168,7 +168,7 @@ def plot_loss(state_file, figsize=(10, 10), step=5):
 
     # x axis limits
     axes[0].set_xticks(np.arange(0, ntbatches * epochs[-1], ntbatches * step))
-    axes[0].set_xticklabels(epochs[::step], fontsize=14)
+    axes[0].set_xticklabels(epochs[::step])
     axes[0].set_xlabel('Epoch', fontsize=14)
     axes[0].set_ylabel('Loss', fontsize=14)
     axes[1].set(xticks=[], xticklabels=[])
@@ -179,8 +179,8 @@ def plot_loss(state_file, figsize=(10, 10), step=5):
     yl_max, yl_min = (ceil_decimal(max_loss, decimal=1),
                       floor_decimal(min_loss, decimal=1))
     axes[0].set_ylim(yl_min, yl_max)
-    axes[0].set_yticks(np.arange(yl_min, yl_max + 0.2, 0.2))
-    axes[0].set_yticklabels(np.arange(yl_min, yl_max + 0.2, 0.2), fontsize=14)
+    axes[0].tick_params(axis='both', which='major', labelsize=14)
+    axes[0].tick_params(axis='both', which='minor', labelsize=14)
 
     # compute early stopping point
     if loss['valid_loss'].any():