02wk-08: 타이타닉 / Autogluon (best_quality)

Author

최규빈

Published

September 12, 2023

1. 강의영상

2. Import

# This Python 3 environment comes with many helpful analytics libraries installed
# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python
# For example, here's several helpful packages to load

import numpy as np # linear algebra
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)

# Input data files are available in the read-only "../input/" directory
# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory

import os
for dirname, _, filenames in os.walk('/kaggle/input'):
    for filename in filenames:
        print(os.path.join(dirname, filename))

# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using "Save & Run All" 
# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session
/kaggle/input/titanic/train.csv
/kaggle/input/titanic/test.csv
/kaggle/input/titanic/gender_submission.csv
#pip install autogluon
from autogluon.tabular import TabularDataset, TabularPredictor

3. 분석의 절차

A. 데이터

- 비유: 문제를 받아오는 과정으로 비유할 수 있다.

!kaggle competitions download -c titanic
!unzip titanic.zip -d titanic
df_train = TabularDataset('titanic/train.csv')
df_test = TabularDataset('titanic/test.csv')
!rm titanic.zip
!rm -rf titanic/
Downloading titanic.zip to /home/cgb2/Dropbox/07_lectures/2023-09-MP2023/posts
  0%|                                               | 0.00/34.1k [00:00<?, ?B/s]
100%|███████████████████████████████████████| 34.1k/34.1k [00:00<00:00, 407kB/s]
Archive:  titanic.zip
  inflating: titanic/gender_submission.csv  
  inflating: titanic/test.csv        
  inflating: titanic/train.csv       
Loaded data from: titanic/train.csv | Columns = 12 / 12 | Rows = 891 -> 891
Loaded data from: titanic/test.csv | Columns = 11 / 11 | Rows = 418 -> 418

B. Predictor 생성

- 비유: 문제를 풀 학생을 생성하는 과정으로 비유할 수 있다.

predictr = TabularPredictor("Survived",verbosity=False)

C. 적합(fit)

- 비유: 학생이 공부를 하는 과정으로 비유할 수 있다.

- 학습

predictr.fit(df_train,presets='best_quality') # 학생(predictr)에게 문제(tr)를 줘서 학습을 시킴(predictr.fit())
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
<autogluon.tabular.predictor.predictor.TabularPredictor at 0x7f9a69966ad0>

- 리더보드확인 (모의고사채점)

predictr.leaderboard()
model score_val eval_metric pred_time_val fit_time pred_time_val_marginal fit_time_marginal stack_level can_infer fit_order
0 WeightedEnsemble_L2 0.884400 accuracy 0.642903 172.567142 0.001174 1.079618 2 True 111
1 NeuralNetFastAI_r187_BAG_L1 0.869809 accuracy 0.090789 32.114868 0.090789 32.114868 1 True 104
2 NeuralNetFastAI_r134_BAG_L1 0.865320 accuracy 0.089633 31.923197 0.089633 31.923197 1 True 59
3 CatBoost_r177_BAG_L1 0.864198 accuracy 0.021514 4.640301 0.021514 4.640301 1 True 14
4 NeuralNetFastAI_r69_BAG_L1 0.864198 accuracy 0.051628 5.574065 0.051628 5.574065 1 True 84
... ... ... ... ... ... ... ... ... ... ...
106 ExtraTrees_r126_BAG_L1 0.822671 accuracy 0.103725 0.674517 0.103725 0.674517 1 True 99
107 ExtraTrees_r4_BAG_L1 0.817059 accuracy 0.113228 0.502272 0.113228 0.502272 1 True 66
108 RandomForest_r34_BAG_L1 0.802469 accuracy 0.111451 0.566161 0.111451 0.566161 1 True 60
109 KNeighborsDist_BAG_L1 0.636364 accuracy 0.003525 0.002868 0.003525 0.002868 1 True 2
110 KNeighborsUnif_BAG_L1 0.630752 accuracy 0.003703 0.002833 0.003703 0.002833 1 True 1

111 rows × 10 columns

D. 예측 (predict)

- 비유: 학습이후에 문제를 푸는 과정으로 비유할 수 있다.

- training set 을 풀어봄 (predict) \(\to\) 점수 확인

(df_train.Survived == predictr.predict(df_train)).mean()
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/autogluon/tabular/models/fastainn/tabular_nn_fastai.py:200: FutureWarning: The 'downcast' keyword in fillna is deprecated and will be removed in a future version. Use res.infer_objects(copy=False) to infer non-object dtype, or pd.to_numeric with the 'downcast' keyword to downcast numeric results.
  df = df.fillna(column_fills, inplace=False, downcast=False)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:386: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  or is_sparse(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:387: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_nullable_dtype(dtype) and not is_categorical_dtype(dtype))
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:388: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  or (is_categorical_dtype(dtype) and enable_categorical)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:312: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(dtype):
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:314: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  elif is_categorical_dtype(dtype) and enable_categorical:
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:345: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  if is_categorical_dtype(dtype)
/home/cgb2/anaconda3/envs/ag2/lib/python3.11/site-packages/xgboost/data.py:336: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead
  return is_int or is_bool or is_float or is_categorical_dtype(dtype)
0.920314253647587

- test set 을 풀어봄 (predict) \(\to\) 점수 확인 하러 캐글에 결과제출

# df_test.assign(Survived = predictr.predict(df_test)).loc[:,['PassengerId','Survived']]\
# .to_csv("autogluon(best_quality)_submission.csv",index=False)

3. 숙제

- 캐글에 제출한 결과를 캡쳐하여 LMS에 제출