LBSBGenGapSharpnessResearch

Kristy Lee, Spring 2020. Research under Berkeley postdoc Xiaowu Dai. (Simons Institute for the Theory of Computing)

Dependencies

plot_parametric_pytorch.py, plot_parametric_pytorch_cifar100.py, cifar_shallow.py, deepnet.py, vgg.py

python plot_parametric_pytorch.py

python plot_parametric_pytorch_cifar100.py

Name		Name	Last commit message	Last commit date
Latest commit History 181 Commits
.idea		.idea
Figures		Figures
__pycache__		__pycache__
large-batch-training		large-batch-training
smoothout_code		smoothout_code
30EpochC3Experiment-intermediate-values.npy		30EpochC3Experiment-intermediate-values.npy
3AccuracySharpnessPlot.pdf		3AccuracySharpnessPlot.pdf
README.md		README.md
ShallowNetC1-intermediate-valuesExp1.npy		ShallowNetC1-intermediate-valuesExp1.npy
ShallowNetC1-intermediate-valuesExp2.npy		ShallowNetC1-intermediate-valuesExp2.npy
ShallowNetC3-intermediate-valuesExp1.npy		ShallowNetC3-intermediate-valuesExp1.npy
ShallowNetC3-intermediate-valuesExp2.npy		ShallowNetC3-intermediate-valuesExp2.npy
Untitled.ipynb		Untitled.ipynb
batchpthitemscontents.txt		batchpthitemscontents.txt
cifar_shallow.py		cifar_shallow.py
data.py		data.py
deepnet.py		deepnet.py
intermediate-values.npy		intermediate-values.npy
intermediate-values2.npy		intermediate-values2.npy
intermediate-values3.npy		intermediate-values3.npy
measure_sharpness.py		measure_sharpness.py
network_zoo.py		network_zoo.py
plot_parametric_plot.py		plot_parametric_plot.py
plot_parametric_pytorch.py		plot_parametric_pytorch.py
plot_parametric_pytorch_cifar100.py		plot_parametric_pytorch_cifar100.py
plot_parametric_pytorch_test_script_two.py		plot_parametric_pytorch_test_script_two.py
plot_parametric_test_script.py		plot_parametric_test_script.py
preprocess.py		preprocess.py
utils.py		utils.py
vgg.py		vgg.py
vgg100.py		vgg100.py