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app.py
CHANGED
@@ -33,7 +33,7 @@ def get_all_plots():
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params_df= params_df.rename(columns={"Link": "model"})
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tasks_df = pd.merge(task_df, params_df, on='model')
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all_df = pd.DataFrame(columns = tasks_df.columns)
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all_df = pd.concat([all_df, tasks_df]
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all_df['Total GPU Energy (Wh)'] = all_df['total_gpu_energy']*1000
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all_df = all_df.sort_values(by=['Total GPU Energy (Wh)'])
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all_df['parameters'] = all_df['parameters'].apply(format_params)
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@@ -73,7 +73,7 @@ def get_all_model_names():
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task_df= task_df.rename(columns={"Link": "model"})
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tasks_df = pd.merge(task_df, energy_df, on='model')
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all_df = pd.DataFrame(columns = tasks_df.columns)
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all_df = pd.concat([all_df, tasks_df]
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all_df=all_df.drop_duplicates(subset=['model'])
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all_df['Parameters'] = all_df['parameters'].apply(format_params)
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all_df['Model'] = all_df['model'].apply(make_link)
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@@ -180,7 +180,7 @@ with demo:
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with gr.Column():
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plot = gr.Plot(get_all_plots)
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with gr.Column():
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table = gr.Dataframe(get_all_model_names)
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with gr.Accordion("Methodology", open = False):
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gr.Markdown(
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params_df= params_df.rename(columns={"Link": "model"})
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tasks_df = pd.merge(task_df, params_df, on='model')
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all_df = pd.DataFrame(columns = tasks_df.columns)
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all_df = pd.concat([all_df, tasks_df])
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all_df['Total GPU Energy (Wh)'] = all_df['total_gpu_energy']*1000
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all_df = all_df.sort_values(by=['Total GPU Energy (Wh)'])
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all_df['parameters'] = all_df['parameters'].apply(format_params)
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task_df= task_df.rename(columns={"Link": "model"})
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tasks_df = pd.merge(task_df, energy_df, on='model')
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all_df = pd.DataFrame(columns = tasks_df.columns)
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all_df = pd.concat([all_df, tasks_df])
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all_df=all_df.drop_duplicates(subset=['model'])
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all_df['Parameters'] = all_df['parameters'].apply(format_params)
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all_df['Model'] = all_df['model'].apply(make_link)
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with gr.Column():
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plot = gr.Plot(get_all_plots)
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with gr.Column():
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table = gr.Dataframe(get_all_model_names, datatype="markdown")
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with gr.Accordion("Methodology", open = False):
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gr.Markdown(
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