GitHub - awni/229t_project: CS229T Project Repository

Dependencies are

Data

For MNIST run

./setup.sh

1. Cudamat

wget http://cudamat.googlecode.com/files/cudamat-01-15-2010.tar.gz
tar -xzvf cudamat-01-15-2010.tar.gz
cd cudamat
make

echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:'`pwd` >> ~/.bashrc.user
source ~/.bashrc.user

2. gnumpy

curl -O http://www.cs.toronto.edu/~tijmen/gnumpy.py

3. Get npmat to run on CPU

curl -O http://www.cs.toronto.edu/~ilya/npmat.py

NOTES

Notes on choosing board/switching to cpu

To run on CPU

export GNUMPY_USE_GPU=no

To use a different board edit the line gp.board_id_to_use=<gpu-id> in sgd.py right after the gnumpy import

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
Simple_tSNE		Simple_tSNE
.gitignore		.gitignore
README.md		README.md
dataLoader.py		dataLoader.py
grad_16_16_16_16.pdf		grad_16_16_16_16.pdf
grad_16_16_16_16_16.pdf		grad_16_16_16_16_16.pdf
landscape.fig		landscape.fig
nnet.py		nnet.py
param_.pdf		param_.pdf
param_16.pdf		param_16.pdf
param_16_16.pdf		param_16_16.pdf
param_16_16_16.pdf		param_16_16_16.pdf
param_16_16_16_16.pdf		param_16_16_16_16.pdf
param_16_16_16_16_16.pdf		param_16_16_16_16_16.pdf
plot_results.m		plot_results.m
ppt1.pdf		ppt1.pdf
ppt1cm.mat		ppt1cm.mat
ppt2.pdf		ppt2.pdf
ppt3.pdf		ppt3.pdf
preprocess.py		preprocess.py
process_trace.py		process_trace.py
run.sh		run.sh
runNNet.py		runNNet.py
runNNet0.py		runNNet0.py
runNNet2.py		runNNet2.py
runNNet3.py		runNNet3.py
runNNet3_120.py		runNNet3_120.py
runNNet3_600.py		runNNet3_600.py
runNNet3_6000.py		runNNet3_6000.py
runNNet4.py		runNNet4.py
runNNet5.py		runNNet5.py
second_.pdf		second_.pdf
second_16.pdf		second_16.pdf
second_16_16.pdf		second_16_16.pdf
second_16_16_16.pdf		second_16_16_16.pdf
second_16_16_16_16.pdf		second_16_16_16_16.pdf
second_16_16_16_16_16.pdf		second_16_16_16_16_16.pdf
second_cosine_.pdf		second_cosine_.pdf
second_cosine_16.pdf		second_cosine_16.pdf
second_cosine_16_16.pdf		second_cosine_16_16.pdf
second_cosine_16_16_16.pdf		second_cosine_16_16_16.pdf
second_cosine_16_16_16_16.pdf		second_cosine_16_16_16_16.pdf
second_cosine_16_16_16_16_16.pdf		second_cosine_16_16_16_16_16.pdf
setup.sh		setup.sh
sgd.py		sgd.py

awni/229t_project

Folders and files

Latest commit

History

Repository files navigation

Data

1. Cudamat

2. gnumpy

3. Get npmat to run on CPU

NOTES

About

Resources

Stars

Watchers

Forks

Languages