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def get_batch_style_transfer_loss(encoder, decoder, style_image, content_image):
    style_features = encoder(style_image)
    content_features = encoder(content_image)

    stylized_image, stylized_features = create_stylized_image(decoder, content_features, style_features)

    features_of_stylized = encoder(stylized_image)

    style_loss = compute_style_loss(features_of_stylized, style_features)
    content_loss = compute_content_loss(features_of_stylized, stylized_features)

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def create_stylized_image(decoder, content_features, style_features):
    stylized_content_features = adain(content_features[-1], style_features[-1])
    stylized_image = decoder(stylized_content_features)

    return stylized_image, stylized_content_features

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/*
 * Create a shortening and return the shorturl if successful. Returns null if
 * the shorturl already exists and is not the requested shortening, or if the
 * longurl already has a random shortening and this shortening is also random.
 *
 * May throw other db errors.
 */
const addShortening = async (shortUrl, longUrl, isRandom) => {
  let addShorteningQuery = 'INSERT INTO shortenings (shorturl, longurl, israndom) VALUES ($1, $2, $3)';

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const assert = require('assert');
const Pool = require('pg').Pool;

const pool = new Pool({
  user: 'me',
  host: 'localhost',
  database: 'urlmem',
  password: 'password',
  port: 5432,
});

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{
  "name": "ISpokeToMyAdvisor",
  "version": "1.0",
  "description": "Hide the \"Have you spoken to your advisor?\" message on SIO.",
  "permissions": ["activeTab"],
  "content_scripts": [
    {
      "matches": ["https://s3.andrew.cmu.edu/*"],
      "js": ["deleter.js"]
    }

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function deletePopup() {
  // check if the backdrop exists
  var dialogBox = document.getElementsByClassName("gwt-DialogBox");
  if (dialogBox.length != 0) {
    dialogBox = dialogBox[0];
    // if backdrop exists, check if message matches "have you spoken..."
    caption = dialogBox.getElementsByClassName("Caption")[0].innerHTML;
    if (caption == "Have You Spoken to Your Advisor?") {
      // remove!!!!!!!!
      dialogBox.parentNode.removeChild(dialogBox);

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#.env

GENERATE_SOURCEMAP=false

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// GET route for custom URLs
app.get('/custom', (req, res) => {
  // sanitize input
  if (typeof (req.query.longUrl) !== "string" ||
      typeof (req.query.customUrl) !== "string") {
    res.send({"shortened": null});
    return;
  }

  let longUrl = qualify(req.query.longUrl);

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renderOutputs() {
  return (
  <TransitionGroup>
    {this.state.shortenedUrls.map(UrlPair =>
      <CSSTransition
        key={UrlPair.id}
        timeout={300}
        classNames='latestOut'
      >
        <UrlOutput longUrl={UrlPair.longUrl}

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#!/usr/bin/env bash

# clone vim and vundle
cd ~
git clone https://github.com/vim/vim.git
git clone https://github.com/VundleVim/Vundle.vim.git ~/.vim/bundle/Vundle.vim

# build vim
cd vim
git checkout a21df1db3ca619afdcb47931af042508a6bbc8e5