thejevans

#!/bin/sh
if nvidia-docker run -d -it -p $JUPYTERPORT:8888 --name $USER-jupyter_gpu -v /data/users/$USER/notebooks:/notebooks \
thejevans/jupyter-tensorflow-keras-opencv-gpu /bin/bash -c "useradd -u $UID $USER; jupyter notebook --allow-root" 2> /dev/null
then
  echo "booting into container..."
else
  docker start $USER-jupyter_gpu > /dev/null
  echo "starting container..."
fi
echo "your port is $JUPYTERPORT"

thejevans

epoch = 0

def next_batch(images, labels, start, batch_size):
    global epoch
    end = start + batch_size

    if end > len(images):
        # After each epoch we update this
        epoch += 1
        start = 0

thejevans

# coding: utf-8

# ### Homework 4
# #### Problem 3 -- Autoencoder
# ###### John Evans
# ###### 4/26/18

# ##### Imports

thejevans

echo 1 > /sys/bus/pci/devices/0000:01:00.0/remove
echo 1 > /sys/bus/pci/devices/0000:01:00.1/remove
echo 1 > /sys/bus/pci/rescan

sleep 1

# Card has nvidia driver
lspci -nnk -d 10de:1c03
lspci -nnk -d 10de:10f1

thejevans

# Card has nvidia driver
lspci -nnk -d 10de:1c03
lspci -nnk -d 10de:10f1

modprobe vfio
modprobe vfio_pci

# VGA
echo '0000:01:00.0' > /sys/bus/pci/devices/0000:01:00.0/driver/unbind
echo '10de 1c03' > /sys/bus/pci/drivers/vfio-pci/new_id

thejevans

#!/usr/bin/python

import sys
from array import *

# returns true if x is prime, false is not
def is_prime(x):
	if x < 2:
		return True
	if x >= 2:

thejevans

I set everything up in a stable way on my home system, finally. This has gpu support.

you have a home directory that is fast, but doesn't have much space:
~/

you have a data directory that is a bit slower, but has tons of space:
/data/users/<username>

your jupyter directory is:
/data/users/<username>/notebooks

thejevans

proxy:
  secretToken: "6b6847da2357051a396859394124027c730f8a47dd82ac22fa7a3491fa72d25b"
  https:
    hosts:
      - jupyter.thejevans.com
    letsencrypt:
      contactEmail: thejevans@gmail.com

hub:
  extraEnv:

thejevans

"""
John Evans
PHYS476
Homework 2
Problem 1
3/10/2018
"""
import sys
from sklearn.neighbors import KNeighborsClassifier
import pandas as pd

thejevans

"""
John Evans
PHYS476
Homework 2
Problem 2
3/10/2018
"""
import sys
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import RandomForestClassifier