calculating energy star before

app.py

@@ -34,11 +34,11 @@ def get_all_plots():
         params_df= params_df.rename(columns={"Link": "model"})
         tasks_df = pd.merge(task_df, params_df, on='model')
         tasks_df= tasks_df[['model', 'parameters', 'total_gpu_energy']]
+        tasks_df['Total GPU Energy (Wh)'] = tasks_df['total_gpu_energy']*1000
+        tasks_df['energy_star'] = pd.cut(tasks_df['Total GPU Energy (Wh)'], 3, labels=["⭐⭐⭐", "⭐⭐", "⭐"])
         all_df = pd.concat([all_df, tasks_df])
-    all_df['Total GPU Energy (Wh)'] = all_df['total_gpu_energy']*1000
     all_df = all_df.sort_values(by=['Total GPU Energy (Wh)'])
     all_df['parameters'] = all_df['parameters'].apply(format_params)
-    all_df['energy_star'] = pd.cut(all_df['Total GPU Energy (Wh)'], 3, labels=["⭐⭐⭐", "⭐⭐", "⭐"])
     fig = px.scatter(all_df, x="model", y='Total GPU Energy (Wh)', custom_data=['parameters'], height= 500, width= 800, color = 'energy_star', color_discrete_map={"⭐": 'red', "⭐⭐": "yellow", "⭐⭐⭐": "green"})
     fig.update_traces(
     hovertemplate="<br>".join([