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from torch.autograd import Variable
from torch import nn
import torch.nn.functional as F
class Net(nn.Module):
def __init__(self):
super(Net, self).__init__()
self.conv1 = nn.Conv2d(in_channels=1, out_channels=64, kernel_size=3, stride=2, padding=1)
self.conv2 = nn.Conv2d(in_channels=64, out_channels=128, kernel_size=3, stride=1, padding=1)
require 'nn';
net = nn.Sequential()
conv1 = nn.SpatialConvolution(1,64,3,3,2,2,1,1)
conv2 = nn.SpatialConvolution(64,128,3,3,1,1,1,1)
conv3 = nn.SpatialConvolution(128,128,3,3,2,2,1,1)
conv4 = nn.SpatialConvolution(128,256,3,3,1,1,1,1)
conv5 = nn.SpatialConvolution(256,256,3,3,2,2,1,1)
conv6 = nn.SpatialConvolution(256,512,3,3,1,1,1,1)
conv11 = nn.SpatialConvolution(512,512,3,3,1,1,1,1)
@datakop
datakop / README.rst
Last active August 29, 2015 14:07 — forked from mmerickel/README.rst
Setup instructions for boot2docker on mac.

How to setup docker on OS X using boot2docker

Basic install

  1. Install Virtualbox
  2. Install XCode and the Command Line Tools
@datakop
datakop / trood-vagrant-tutorial.md
Last active August 29, 2015 14:06
Ramp up TROOD on vagrant.

Ramp up TROOD on vagrant.

vagrant - free and open-source software for creating and configuring virtual development environments. Get it from here.

Put vagrant file into root directory from the gist. Change --memory and --cpu if needed.

# On host
vagrant up
@datakop
datakop / .zshrc
Created September 18, 2014 16:07
Start up script for zsh.
# PIP
export PIP_DOWNLOAD_CACHE=$HOME/.pip_download_cache # http://stackoverflow.com/a/4806458/1094316
# Path to your oh-my-zsh configuration.
ZSH=$HOME/.oh-my-zsh
# MYSQL
MYSQL=/usr/local/mysql/bin
export PATH=$PATH:$MYSQL
export DYLD_LIBRARY_PATH=/usr/local/mysql/lib:$DYLD_LIBRARY_PATH
@datakop
datakop / Vagrantfile
Last active August 29, 2015 14:06
Ubuntu 12.04 32 Vagrantfile
# -*- mode: ruby -*-
# vi: set ft=ruby :
# Vagrantfile API/syntax version. Don't touch unless you know what you're doing!
VAGRANTFILE_API_VERSION = "2"
Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
# All Vagrant configuration is done here. The most common configuration
# options are documented and commented below. For a complete reference,
# please see the online documentation at vagrantup.com.
@datakop
datakop / .gitconfig
Last active February 13, 2016 22:12
My GIT configuration.
[user]
name = Boris Kopin
email = kopbob@gmail.com
[core]
editor = vim
[color]
branch = auto
diff = auto
@datakop
datakop / resolver.js
Created August 15, 2014 08:54
Resolve complicated data for controller. AngularJS.
currentNgModule.factory("Service1", function($log, $q, $timeout){
return function() {
var deferred = $q.defer();
$timeout(function(){
$log.debug("In Service1");
deferred.resolve("Service1");
},1000);
return deferred.promise;
}
});
@datakop
datakop / pure_virtual.py
Created September 6, 2013 08:20
Abstract classes in Pyhton. Decorator implementation for pure virtual functions.
# decorator
def pure_virtual(func):
def closure(*dt, **mp):
raise NotImplementedError("Method %s is pure virtual" % func.__name__)
return closure
class Abstarct(object):
""" Abstract class Class """
@pure_virtual
def virtual_method(self): pass # Empty Virtual method
@datakop
datakop / .vimrc
Last active December 22, 2015 09:08
.vimrc file
syntax on
set number
set hlsearch
" Get scheme from here:
" https://github.com/altercation/vim-colors-solarized
" colorscheme solarized§
" set background=dark
" Disable the swap files creation