github链接： https://github.com/ddghjikle/Advance-CV
运行如下命令行，第一个参数MNIST/CIFAR，第二个参数为调用哪种方法，第三个参数GPU_id
./replicate_results.sh MNIST 6 2 0 0.4 0.01 32
环境
absl-py==0.8.1
astor==0.8.0
certifi==2019.9.11
Connectivity==0.0.0
cycler==0.10.0
decorator==4.4.2
gast==0.2.2
google-pasta==0.1.8
graphviz==0.13.2
grpcio==1.25.0
h5py==2.10.0
imageio==2.8.0
joblib==0.14.1
Keras-Applications==1.0.8
Keras-Preprocessing==1.1.0
kiwisolver==1.1.0
Markdown==3.1.1
matplotlib==3.1.1
mock==4.0.1
networkx==2.4
numpy==1.17.4
opencv-python==4.1.2.30
opt-einsum==3.1.0
pandas==0.25.3
Pillow==7.0.0
protobuf==3.10.0
ptvsd==4.3.2
pyparsing==2.4.5
python-dateutil==2.8.1
pytz==2019.3
PyWavelets==1.1.1
scikit-image==0.16.2
scikit-learn==0.22
scipy==1.4.0
seaborn==0.9.0
six==1.13.0
sklearn==0.0
tensorboard==1.13.1
tensorflow-estimator==1.13.0
tensorflow-gpu==1.13.1
termcolor==1.1.0
tqdm==4.40.2
Werkzeug==0.16.0
wrapt==1.11.2