saravanabalagi

Based on Summary Trace API,

device_name = tf.test.gpu_device_name()
if not tf.test.is_gpu_available():
    raise SystemError('GPU device not found')
print('Found GPU at: {}'.format(device_name))
os.makedirs(os.path.join(args.exp_dir, 'plugins/profile'), exist_ok=True)
tf.summary.trace_on(graph=True, profiler=True)
tracing_params = params.copy()

mdouze

rzykov

import _root_.ml.dmlc.xgboost4j.scala.spark.XGBoost
import org.apache.spark.ml.feature.LabeledPoint

def encodeFeaturesToLabeledPoint(features: RDD[Feature], relevance: Option[RDD[Relevance]], workers: Int)
    (implicit parallel: Int): (RDD[LabeledPoint], Seq[String], Seq[Seq[Int]]) = {

    val missingValue = Double.NaN

    val names = features
      .map { _.name }

smhanov

Pipeline multiprocessing in Python with generators

Similar to mpipe, this short module lets you string together tasks so that they are executed in parallel.

The difference is that it lets you use generators, functions which yield results instead of returning them. Each yielded item gets passed to the next stage.

You can specify that one or more copies of the workers operate on the input queue.

Things that can be in a stage

smhanov

#!/usr/bin/python3
# By Steve Hanov, 2011. Released to the public domain.
# Please see http://stevehanov.ca/blog/index.php?id=115 for the accompanying article.
#
# Based on Daciuk, Jan, et al. "Incremental construction of minimal acyclic finite-state automata." 
# Computational linguistics 26.1 (2000): 3-16.
#
# Updated 2014 to use DAWG as a mapping; see 
# Kowaltowski, T.; CL. Lucchesi (1993), "Applications of finite automata representing large vocabularies", 
# Software-Practice and Experience 1993

amertkara

# -*- coding: utf-8 -*-
import json
import urllib2
from M2Crypto import X509
from base64 import b64decode
from M2Crypto.Err import M2CryptoError

SNS_MESSAGE_TYPE_SUB_NOTIFICATION = "SubscriptionConfirmation"
SNS_MESSAGE_TYPE_NOTIFICATION = "Notification"
SNS_MESSAGE_TYPE_UNSUB_NOTIFICATION = "UnsubscribeConfirmation"

redguardtoo

[apply]
whitespace = nowarn
[user]
name = Chen Bin
email = cb@myemail.com
[core]
# @see http://comments.gmane.org/gmane.comp.version-control.git/166098
filemode = true
ignorecase = false
autocrlf = false

mtmtcode

;;; auto-rsync-mode -- minor mode for auto rsync
;;
;; Author: @l3msh0
;;

;;; Example
;;
;; (require 'auto-rsync)
;; (auto-rsync-mode t)
;; (setq auto-rsync-dir-alist