post2web

Module autoreload

To auto-reload modules in jupyter notebook (so that changes in files *.py doesn't require manual reloading):

# for auto-reloading external modules
# see http://stackoverflow.com/questions/1907993/autoreload-of-modules-in-ipython
%load_ext autoreload
%autoreload 2

post2web

gcloud compute ssh instance-0 --ssh-flag="-L 8888:localhost:8888"

post2web

# cuda 9
wget https://developer.nvidia.com/compute/cuda/9.0/Prod/local_installers/cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb
sudo dpkg -i cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb
sudo apt-key adv --fetch-keys \
     http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/7fa2af80.pub
sudo apt-get update
sudo apt-get install cuda-9-0


# cuDNN 7.05

post2web

# Implementation of a rotating buffer on the GPU of size 2.
import threading
import tensorflow as tf
from tensorflow.python.client import timeline
import numpy as np
import time

params = {
    'batch_size': 128,
    'seg_len': 4000,