mbohl

1. Install Ubuntu on the partition of your choosing
2. Install VMWare Fusion
3. Get Grub Super Disk 2 (http://www.supergrubdisk.org/category/download/supergrub2diskdownload/super-grub2-disk-stable/)
4. Determine which partition you have Ubuntu installed to using "diskutil list"
5. Create the VMWare Configuration
  a.  Create a new VM
  b.  "Create a Custom Virtual Machine"
  c.  Type "Linux->Ubuntu 64 bit"
  d.  Either use the defaults or customize to your needs.
6. Create the virtual disk mapping to the real partition (this assumes you use the default names)

vmarkovtsev

Installing XCode

App Store -> XCode Launch it after the installation to agree with it's license terms.

Installing Homebrew

ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"

evanthebouncy

import tensorflow as tf    
import numpy as np

if __name__ == '__main__':
  np.random.seed(1)  
  # the size of the hidden state for the lstm (notice the lstm uses 2x of this amount so actually lstm will have state of size 2)
  size = 1
  # 2 different sequences total
  batch_size= 2
  # the maximum steps for both sequences is 10

quasoft

#!/usr/bin/env python3
import sys
from PyQt4 import QtGui


class SystemTrayIcon(QtGui.QSystemTrayIcon):
    def __init__(self, icon, parent=None):
        self.event_play_click = None
        self.event_pause_click = None
        self.event_exit_click = None

stvhwrd

#!/usr/bin/env bash

# Connect to the server.. 
# ssh username@server_ip
mkdir ~/.local;

# Download source and build libevent
cd /tmp;
wget https://github.com/libevent/libevent/releases/download/release-2.1.8-stable/libevent-2.1.8-stable.tar.gz;
tar xvfz libevent-2.1.8-stable.tar.gz;

zhreshold

import argparse, time
import logging
logging.basicConfig(level=logging.INFO)
fh = logging.FileHandler('training.log')
logger = logging.getLogger()
logger.addHandler(fh)

import mxnet as mx
from mxnet import gluon
from mxnet.gluon import nn

mlzxy

SAFE-RM

It behaves identically asrm except that it won't delete files with important or .keep (customizable through SAFE_RM_IMPORTANCE_MARK ). The idea is to mark important files beforehand so they can always survive future disk cleanup.

What triggered me to create this is I accidentally removed some baseline models, which I spent lots of GPU hours to train and all my current training jobs depend on. To prevent future disasters, I come up with this solution. Hope you find it useful too.

Demo