Blog post plot of eval reductions vs speedup on page-dewarp

plot_eval_reductions.py

import matplotlib.pyplot as plt

# Data
images = [
    "boston_cooking_a",
    "boston_cooking_b",
    "finnish_cooking_a",
    "linguistics_thesis_a",
    "linguistics_thesis_b"
]
speedup = [6.1, 8.0, 9.6, 3.7, float('inf')]
eval_reduction = [101, 155, 198, 130, 289]

# Plot
fig, ax1 = plt.subplots(figsize=(8,5))

color1 = 'tab:blue'
ax1.set_xlabel('Image')
ax1.set_ylabel('Speedup (×)', color=color1)
ax1.plot(images, speedup, 'o-', color=color1, label='Speedup')
ax1.tick_params(axis='y', labelcolor=color1)

ax2 = ax1.twinx()
color2 = 'tab:red'
ax2.set_ylabel('Eval Reduction (×)', color=color2)
ax2.plot(images, eval_reduction, 's--', color=color2, label='Eval Reduction')
ax2.tick_params(axis='y', labelcolor=color2)

fig.tight_layout()
plt.title("Speedup vs Eval Reduction")
plt.show()