text:
Q: extract data value from nested JSON I am trying to get some specific fields out of this Json.
 fn({
"processingDurationMillis": 454,
"authorisedAPI": true,
"success": true,
"airline": "MH",
"validCreditCards": [
    "AX",
    "CA",
    "VI"
],
"paypal": true,
"outboundOptions": [
    {
        "optionId": 0,
        "flights": [
            {
                "flightNumber": "0066",
                "departureAirport": {
                    "code": "KUL",
                    "name": "Kuala Lumpur Intl",
                    "city": "Kuala Lumpur",
                    "country": "Malaysia",
                    "timezone": "Asia/Kuala_Lumpur",
                    "lat": 2.745578,
                    "lng": 101.709917,
                    "terminal": null,
                    "gate": null
                },
                "arrivalAirport": {
                    "code": "ICN",
                    "name": "Incheon Intl",
                    "city": "Seoul",
                    "country": "South Korea",
                    "timezone": "Asia/Seoul",
                    "lat": 37.469075,
                    "lng": 126.450517,
                    "terminal": null,
                    "gate": null
                },
                "marketingAirline": "MH",
                "mealIndicator": "M",
                "allowedSsrs": {

                },
                "operatingAirline": null,
                "equipment": "333",
                "equipmentName": "Airbus A330-300",
                "flightRPH": 10101,
                "comments": [
                    "MH CODESHARE WITH KE"
                ],
                "depScheduled": "2015-04-28T23:30:00.000+08:00",
                "arrScheduled": "2015-04-29T07:10:00.000+09:00",
                "depEstimated": null,
                "depActual": null,
                "arrEstimated": null,
                "arrActual": null,
                "eligibleForEticketing": true,
                "cabin": "ECONOMY",
                "fareMarketingType": "BASIC",
                "rbd": "N",
                "seatsAvailable": 9,
                "durationMinutes": 400,
                "minutesToScheduledFlightDeparture": 6486
            }
        ],
        "stopOvers": [

        ],
        "fareDetails": {
            "perPassengerJourneyFares": [
                {
                    "passengerType": "ADT",
                    "fare": "1214.95",
                    "currencyCode": "MYR"
                }
            ],
            "perPassengerTripTaxes": [
                {
                    "passengerType": "ADT",
                    "totalTax": "68.90",
                    "taxes": [
                        {
                            "code": "MY",
                            "amount": "65.00",
                            "currency": "MYR"
                        },
                        {
                            "code": "D8",
                            "amount": "3.90",
                            "currency": "MYR"
                        }
                    ]
                }
            ],
            "journeyFare": "1214.95",
            "totalTripFare": "1283.90",
            "fareCurrency": "MYR"
        },
        "magicString": "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",
        "seatsAvailable": [
            9
        ],
        "corporateAccount": false,
        "flightCanBeHeld": true,
        "durationMinutes": 400,
        "gaFareDetails": {
            "perPassengerJourneyFares": [
                {
                    "passengerType": "ADT",
                    "fare": "1214.95",
                    "currencyCode": "MYR"
                }
            ],
            "perPassengerTripTaxes": [
                {
                    "passengerType": "ADT",
                    "totalTax": "68.90",
                    "taxes": [
                        {
                            "code": "MY",
                            "amount": "65.00",
                            "currency": "MYR"
                        },
                        {
                            "code": "D8",
                            "amount": "3.90",
                            "currency": "MYR"
                        }
                    ]
                }
            ],
            "journeyFare": "1214.95",
            "totalTripFare": "1283.90",
            "fareCurrency": "MYR"
        },
        "adobeFareDetails": {
            "perPassengerJourneyFares": [
                {
                    "passengerType": "ADT",
                    "fare": "336.66",
                    "currencyCode": "USD"
                }
            ],
            "perPassengerTripTaxes": [
                {
                    "passengerType": "ADT",
                    "totalTax": "19.09",
                    "taxes": [
                        {
                            "code": "MY",
                            "amount": "18.01",
                            "currency": "USD"
                        },
                        {
                            "code": "D8",
                            "amount": "1.08",
                            "currency": "USD"
                        }
                    ]
                }
            ],
            "journeyFare": "336.66",
            "totalTripFare": "355.77",
            "fareCurrency": "USD"
        },
        "userAgentFareDetails": {
            "perPassengerJourneyFares": [
                {
                    "passengerType": "ADT",
                    "fare": "336.66",
                    "currencyCode": "USD"
                }
            ],
            "perPassengerTripTaxes": [
                {
                    "passengerType": "ADT",
                    "totalTax": "19.09",
                    "taxes": [
                        {
                            "code": "MY",
                            "amount": "18.01",
                            "currency": "USD"
                        },
                        {
                            "code": "D8",
                            "amount": "1.08",
                            "currency": "USD"
                        }
                    ]
                }
            ],
            "journeyFare": "336.66",
            "totalTripFare": "355.77",
            "fareCurrency": "USD"
        },
        "eligibleForeTicketing": true,
        "lowestSeatCount": 9,
        "directFlight": true
    }
],
"departureAirport": {
    "code": "KUL",
    "name": "Kuala Lumpur Intl",
    "city": "Kuala Lumpur",
    "country": "Malaysia",
    "timezone": "Asia/Kuala_Lumpur",
    "lat": 2.745578,
    "lng": 101.709917,
    "terminal": null,
    "gate": null
},
"arrivalAirport": {
    "code": "ICN",
    "name": "Incheon Intl",
    "city": "Seoul",
    "country": "South Korea",
    "timezone": "Asia/Seoul",
    "lat": 37.469075,
    "lng": 126.450517,
    "terminal": null,
    "gate": null
},
"apiRequired": true,
"fareRules": [
    {
        "id": 50,
        "order": 1,
        "priority": 0,
        "code": "Basic",
        "name": "MHbasic",
        "value": "Economy Class Fares",
        "listFareRules": [
            {
                "id": 130,
                "order": 0,
                "code": "",
                "name": "Discount level",
                "value": "Up to 65%"
            },
            {
                "id": 140,
                "order": 1,
                "code": "",
                "name": "Where to buy",
                "value": "All channels"
            },
            {
                "id": 150,
                "order": 2,
                "code": "",
                "name": "Advance purchase",
                "value": "Applies"
            },
            {
                "id": 160,
                "order": 3,
                "code": "",
                "name": "Payment",
                "value": "Ticket dateline applies"
            },
            {
                "id": 170,
                "order": 4,
                "code": "",
                "name": "Baggage allowance",
                "value": "2pc/30kg"
            },
            {
                "id": 180,
                "order": 5,
                "code": "",
                "name": "Advance seat selection",
                "value": "Not allowed"
            },
            {
                "id": 190,
                "order": 6,
                "code": "",
                "name": "Enrich miles",
                "value": "Nil"
            },
            {
                "id": 200,
                "order": 7,
                "code": "",
                "name": "Change of booking",
                "value": "Not allowed"
            },
            {
                "id": 210,
                "order": 8,
                "code": "",
                "name": "Upgrade",
                "value": "Not allowed"
            },
            {
                "id": 220,
                "order": 9,
                "code": "",
                "name": "Stand by at the airport",
                "value": "For a fee"
            },
            {
                "id": 220,
                "order": 10,
                "code": "",
                "name": "No show",
                "value": "Penalty applies"
            },
            {
                "id": 230,
                "order": 11,
                "code": "",
                "name": "Refund",
                "value": "For a fee"
            }
        ],
        "listFareNotes": [
            {
                "id": 10,
                "order": 0,
                "code": "",
                "name": "Important Notice",
                "value": ""
            },
            {
                "id": 15,
                "order": 1,
                "code": "",
                "name": "",
                "value": ""
            },
            {
                "id": 20,
                "order": 2,
                "code": "",
                "name": "1.",
                "value": "Generic attributes shown only applies to MH operated flights. MH3000-3999, MH5200-5999 and MH9000-9999 Series flights are subject to their own rules. Please contact MH Call Center or ticket offices for actual fare rules."
            },
            {
                "id": 30,
                "order": 3,
                "code": "",
                "name": "2.",
                "value": "For transpacific and transatlantic flights, the following baggage allowances apply: Economy - 2 pieces (23kg each piece), First and Business - 2 pieces (32kg each piece)."
            },
            {
                "id": 50,
                "order": 5,
                "code": "",
                "name": "3.",
                "value": "Upgrade, standby at the airport and refund fees for specific routes can be obtained from subsequent booking pages."
            },
            {
                "id": 60,
                "order": 6,
                "code": "",
                "name": "4.",
                "value": "Standby at the airport denotes the same day for an earlier flight."
            },
            {
                "id": 70,
                "order": 7,
                "code": "",
                "name": "5.",
                "value": "Fare rules shown are indicative only. Please call our Contact Center to check the detailed fare rules."
            },
            {
                "id": 80,
                "order": 8,
                "code": "",
                "name": "",
                "value": "Should there be any discrepancy between the above information and the terms and conditions (T&C) published in the fare rules, then the T&C in the fare rules shall prevail."
            }
        ]
    }
],
"Errors": [

],
"Warnings": [

]

})
i want extract flight number, depScheduled, arrScheduled and journey fare from the above json.
here are my code:
$json2 = json_decode($json,true);
$result= array();
foreach ($json2['outboundOptions']['flights']as $theentity) {
    $result[] = $theentity['flightNumber'];
}
print_r($result);

The code above return me a error, "Invalid argument supplied for foreach()".I searched around, but still have not found the solution yet..

A: It is giving you that error because outboundOptions is an array of objects. What you want is to access the first object:
foreach ($json2['outboundOptions'][0]['flights']as $theentity) {
    $result[] = $theentity['flightNumber'];
}

Also, remove the trailing comma (,) from your ] at the end as that causes invalid json.
You can check if your json is valid by going to jsonlint.com
Working Example

Update as per your comment
To get all the flights, change your foreach loop to this:
foreach ($json3['outboundOptions'] as $flight) {
  foreach($flight['flights'] as $theentity) {
    $result[] = $theentity['flightNumber'];
  }
}

Example

A: *

*remove the trailing ',' near the very end of your json.

*change your code, add a [0] before ['flights']
$json2 = json_decode($json,TRUE);
 $result= array();
 foreach ($json2['outboundOptions'][0]['flights']as $theentity) {
     $result[] = $theentity['flightNumber'];
 }
 print_r($result);


We offer exceptional leaf guard protection to residential and commercial buildings.
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text:
What is Wire Binding?
Wire binding is a popular binding method for documents like spiral notebooks and calendars.
Written By: Jennifer M. Cogan
Edited By: Lindsay D.
Wire binding is a simple, relatively new method for binding documents. Even before the invention of Gutenberg's printing press in the late 1400's, cultures around the world were binding hand-written texts and creating books for posterity. The process of binding material together has been a cultural mainstay since it was introduced in India before the first century, when religious documents were etched into palm leaves and bound together with string.
Today, many different ways of book binding exist, from the very intricate to the very simple. Wire binding is one way of binding books together. A popular method for booklets, some spiral notebooks, calendars and other small readers, wire binding is a binding technique primarily used in North America and is generally inexpensive.
To wire bind a book, the pages must first be punched through with a machine that is similar to a three-hole punch, but has several more holes per inch. Some binding machines punch three holes per inch, and others punch two holes per inch. These are called pitch ratios and are referred to as either a 2:1 Pitch or a 3:1 Pitch, and the holes punched can be square, round, or rectangular.
A less common punching method used today is called 19-loop wire, which was designed to be used with a comb binding machine rather than a wire binding machine. Because the company who distributed these 19-loop wires was bought out, this product was discontinued and has fallen out of ordinary use. This type of binding was typically called spiral-o binding.
After the pages to be bound are punched through, a C-shaped wire spine is inserted in to the wire binding machine, and the pages are slipped over one end of the C-shaped spine. Through manual efforts, generally by pulling a lever, the spine is then closed together, forming an O-shaped spine, and the finished product can be removed from the machine. Wire binding allows for a publication to be laid completely flat on a table or desk.
There are several other names by which wire binding is currently known. They include wirebind, twin loop wire, ringwire, wire-o, double-o and double loop wire. Machines for personal use can be purchased through online companies or at office supply stores. These machines tend to be manual. Wire binding machines that are used in larger companies and are therefore put to work in greater capacity and quantity can be purchased as well, but are generally electric and work much more quickly than a typical manual wire binding machine.
What is Late Binding?
What is a Wire Comb?
What is a Binding Machine?
What is Book Binding Tape?
What is Spring Binding?
What is Perfect Binding?
What is Thermal Binding?

redpajama_set_name: RedPajamaCommonCrawl


This shortcut confirms any change make to a ribbon or dialog window box. For example, enter a value in an input like width or height, and press enter. You can also use the tab key to confirm a change and move to the next control.


text:
Virginia school systems unite behind transgender student in landmark case
Debbie TruongThe Washington PostWP Bloomberg
Four northern Virginia school systems are declaring in court their support for the rights of transgender students, weighing in on a landmark case involving a teenager embroiled in a years-long legal fight over his attempt to use the boys' restroom at his high school.
The school boards in the cities of Alexandria and Falls Church, and Fairfax and Arlington counties, said last month in court papers that they stand behind Gavin Grimm, a transgender teen who sued the school board in Gloucester County, Virginia, after he was barred from the boys' restroom.
Grimm's case, which ascended to the Supreme Court and became a touchstone in the fight for transgender student rights, is scheduled for a July trial in the U.S. District Court for the Eastern District of Virginia. The case returned to the lower court after the Trump administration abandoned an Obama-era rule on transgender students.
The northern Virginia school systems say in court papers that they think they "must embrace the thousands of students in Virginia public schools who . . . identify as transgender."
The school systems offered their input via a friend-of-the-court brief, which allow entities not formally involved in a case but with a strong interest in its outcome to express their opinions.
The move is another sign that school systems in the Washington region are embracing transgender students, despite forceful opposition from some community members and broader national clashes over rights for lesbian, gay, bisexual and transgender people. In recent years, school boards in northern Virginia have expanded protections for transgender students and updated curriculums to be more inclusive.
Referring to experiences in their own schools, the four systems wrote that allowing transgender students to use the restrooms aligning with their gender identity makes the students feel safer and more accepted, and they rejected fears commonly cited by those who oppose doing so.
"Male students, teachers, and parents have not used the policy as a ruse to improperly access female restrooms. Sex offenders have not exploited the policy to prey on children. Transgender students have not suffered greater stigma or trauma," the brief states. "Those fears have proved entirely unfounded."
All of the northern Virginia school systems that signed onto the brief have approved measures prohibiting discrimination based on gender identity. The policies don't expressly guarantee students access to restrooms that match their gender identity, but schools work to accommodate students' requests individually.
Activists who support transgender rights say students should have access to facilities that match their gender identity.
The Fairfax County School Board considered regulations in 2016 that would have spelled out how schools should accommodate transgender students, including a rule that would have affirmed students' right to use bathrooms that correspond with their gender identity.
But Fairfax, the largest school system in Virginia, chose not to move forward with the proposals because it wanted to evaluate court cases and other legal issues, including Grimm's.
The outcome of Grimm's case appears likely to influence the Fairfax board's decision on its own regulation, said Ilryong Moon, the Fairfax school board member who advanced the idea of issuing an amicus brief.
"It's a perfect opportunity for us to show support for Grimm," Moon said, adding that Fairfax schools want to "support all students of different backgrounds."
In the Falls Church school system, which has about 2,620 students, schools work with students and parents "to come to an agreement on the best way to support the student," which has included the use of gender-neutral bathrooms in the city's middle and high schools, spokesman John Wesley Brett said.
Six gender-neutral changing rooms, each equipped with a toilet, shower and dressing area, will be included in the city's rebuilt high school when it opens in 2021, Brett said. Gender-neutral bathrooms are planned throughout the school.
Arlington's school system is developing procedures to uphold its nondiscrimination policy, including a regulation that would permit students to use restrooms that correspond to their gender identity, spokeswoman Catherine Ashby said. The procedures are slated to be finalized in June.
The northern Virginia school systems' approaches stand in contrast to a policy adopted by the Gloucester County School Board that required students in the Chesapeake Bay community to use restrooms that align with their "biological genders."
The mandate meant that Grimm was barred from the boys' restroom at Gloucester High School during his sophomore year, prompting a 2015 lawsuit against the school system.
The case reached the Supreme Court, where it was scheduled to be heard until Education Secretary Betsy DeVos and then-Attorney General Jeff Sessions rescinded the Obama-era position that students should use bathrooms that align with their gender identity.
Federal anti-discrimination law, they argued, did not require schools to let transgender students use the bathroom of their choice. The reversal sent Grimm's case back to a lower federal court.
Grimm, now 19, is studying to become a middle school teacher in California.
The issue of whether to provide protections for transgender students has divided communities across the country. Those who oppose letting transgender students use the bathrooms they prefer argue that doing so could jeopardize other students' safety and privacy.


text:
$2M Award In Video Voyeur Case
February 16, 2005 / 4:17 PM / AP
Two women who were secretly videotaped under their desks by an office voyeur won $1 million each in a lawsuit against their former employer.
A Circuit Court jury agreed Tuesday that Patti Kidder and Katherine Dean had suffered mental anguish and emotional trauma when Ocwen Financial Corp. managers and co-workers teased them about the videotapes.
Their torment began in 1999 after a coworker, Ronald Minnis Jr., told police he sold the under-the-desk video to pornographic Web sites. The women sued the company for sexual harassment, permitting a hostile workplace and job retaliation.
They testified that Minnis spied on them as they used the restroom, and said management failed to adequately investigate their allegation. They said some office workers called Kidder "Patti porn star" and "Internet queen" because of the voyeurism incident. She also said a manager told her, "Why don't you get under my desk."
Ocwen, a mortgage services company, denied the women's claims and is considering an appeal of the verdict. Ocwen attorney Dan Rosenbaum said it was Kidder and Dean who spread gossip about the bathroom incident, and that the women never reported any inappropriate behavior by co-workers or the supervisor until after hiring lawyers.
Minnis was arrested in 1999 after he was spotted outside a woman's apartment. Sheriff's deputies found a video camera with images of Kidder, Dean and other women and showed the tapes to Ocwen managers.
Ocwen fired Minnis after learning of the videotapes. Criminal charges against Minnis were dropped by the state attorney's office.
The hidden video camera was mounted under a mail desk used by Kidder and Dean and other women in the office. No tapes of the bathroom were found.
Kidder, an auction coordinator for the company, was fired in June 2000 after giving a deposition in which she admitted dancing topless before working for Ocwen. The company says she was fired for not being truthful in her job application in 1997. Dean, a real estate sales manager, left in November 2000.
"These ladies have been vindicated after five years. They have finally achieved the dignity and respect that was taken from them," Attorney George Supran said.
First published on February 16, 2005 / 4:17 PM
© 2005 The Associated Press. All Rights Reserved. This material may not be published, broadcast, rewritten, or redistributed.


One person is killed in a police firing at Chakkar near HPU Summerhill Shimla. Incident happened in late night and another person sustained grave injuries and is battling for life in IGMC Shimla. The deceased has been identified as Uday Singh Panwar (Prince), while the injured have been identified as Harsh Sharma, a resident of Chakkar. Both are in mid twenties.
Though the reasons of firing are not known yet, but sources said that they were trying to lift something from the cars parked there and when police personal tried to stop them they attacked police with weapon and in retaliation police shot them.
Believing some wrongdoing in the incident, locals have gathered at Boileauganj police station and IGMC Shimla raising slogans against police atrocities. Even police had to lathicharged to disperse agitated and violent crowd.
A case has been registered against the two policemen under Section 304, IPC, and a counter case against the three youths under Sections 307, 353, 332, 579 and 511, IPC.
To find out the truth, the Govt has ordered a magisterial inquiry into the shootout. Additional Judicial Magistrate NK Latth has been asked to conduct an inquiry into the incident and submit the report within the next five days. Latth said the body had been handed over to the family members after postmortem.


Add another band to Stir Cove's summer concert lineup. Neon Trees are heading out on their, First things First Tour, and will play the Council Bluffs, Iowa, venue on June 26.
The band started making waves in 2008 when they opened several North American tour dates for the band The Killers. Not long after, the band signed a record deal and released their first full length album, Habits, in 2010.
Their first single "Animal" climbed to No. 13 on the Billboard Hot 100 and No. 1 on the Alternative Rock chart.
Also coming along for the show is Alex Winston and Yes You Are. Ticket information has not yet been released. Check Harrah's Council Bluffs Hotel and Casino for the lastest updates.


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text:
Q: EAI_AGAIN error while making SMTP connection in Loopback datasource.json:

"emailDs": {
  "name": "emailDs",
    "connector": "mail",
      "transports": [{
        "type": "smtp",
        "host": "smtp.myapp.in",
        "secure": true,
        "secureConnection": true,
        "port": 587,
        "tls": {
          "rejectUnauthorized": false
        },
        "auth": {
          "user": "name@myapp.in",
          "pass": "pwd"
        }
      }]
}

model-config.json
"Email": {
            "dataSource": "emailDs"
      }

mymodel.js (Extends default loopbacl's user model)
var options = {
      type: 'email',
      to: myUser.email,
      from: 'name@myapp.in',
      subject: 'Thanks for registering.',
      template: path.resolve(__dirname, '../../server/views/verify.ejs'),
      redirect: '/verified',
      entrepreneur: entrepreneur
    };

    myUser.verify(options, function(err, response) {
      if (err) {
        next(err);
        return;
      }

When I am creating new user, this afterRemote 'create' code is running but while sending mail it is giving following error:
{
  "error": {
    "name": "Error",
    "status": 500,
    "message": "getaddrinfo EAI_AGAIN",
    "code": "EAI_AGAIN",
    "errno": "EAI_AGAIN",
    "syscall": "getaddrinfo",
    "hostname": "smtp.myapp.in",
    "stack": "Error: getaddrinfo EAI_AGAIN\n    at Object.exports._errnoException (util.js:746:11)\n    at errnoException (dns.js:49:15)\n    at GetAddrInfoReqWrap.onlookup [as oncomplete] (dns.js:94:26)"
  }
}

I have created a new domain in Bigrock and using the free email service provided by them. Please suggest what am I doing wrong here.

redpajama_set_name: RedPajamaStackExchange


Every time we take a seat the total formulation down to respect, we invent choices that both enhance the digestive and immune machine or attain no longer. We're going to have the option to both make contributions to irritation or absorb the reverse elevate out.
While these all sound bask in food way mumbo jumbo, these parts absorb a extensive impact on your performance out of doors. Factor in trying to maneuver on an intense day-long hike with gasoline disaster and cramping. Or absorb a icy / cough on a hotfoot at 10,000 ft.
Your performance depends on the petite choices you invent on day by day basis, long before you hop within the automotive to head out on your whisk.
Consistency – to manufacture consistently net without icy or flu symptoms getting into into the formulation.
Feel Correct – absorb a definite head, no digestive upsets, and net muscle groups.
Recovery Quickly – be ready to acquire out of doors doing more of what you cherish more in general.
Prefer all meals you would very neatly be allergic or restful to – these can irritate your digestive machine within the short timeframe and weakened your immune machine and motive infection within the very long timeframe.
Rep into selfmade bone broth – broth constituted of bones own gelatin and collagen, which helps keep a net gut lining and reduces digestive irritation, as neatly as helps to restore muscles.
Eat fermented meals – fermented meals own probiotics, that are correct micro organism that abet you digest your meals better and out-compete any execrable micro organism that can perhaps perhaps very neatly be trying to sneak in there.
Stay far from sugar – sugar can suppress your immune machine cells that assault micro organism and viruses. Lay off the cakes, soda, and so forth.
Focal level on complete grains and legumes – refined carbohydrates atomize down mercurial and act bask in sugar on your physique.
Restrict dairy and alcohol – For the the same motive as the level above. I know asserting to supply these up entirely is perhaps no longer life like, nonetheless I positively must attend you to limit them. As talked about with refined carbs, meals that absorb bask in sugar on your physique are no longer repeatedly candy.
Eat excessive quality – it is doubtless you'll perhaps perhaps perhaps absorb heard phrases bask in "toxic load" before with no explanation. On the complete, drinking loads of pesticides can invent bigger the toxic load on your physique and make contributions to irritation (which formulation boring restoration put up command) and a weakened immune machine. So attempt to resolve as many pesticide-free create because it is doubtless you'll perhaps perhaps be ready to. Also, the omega-three bid in grass-fed or pasted animal animals are noteworthy better than feeble. This furthermore would possibly perhaps perhaps very neatly be a buzz be conscious you've heard before. Omega-three's are anti-inflammatory so foremost for the the same reasons as above.
Gain consistent – following these pointers for a day or two leading up to a extensive outing is never any longer going to create the implications you desire so integrate these steps into your daily life. Your habits at dwelling will mumble volumes to your outcomes out of doors.


text:
Rhetorical Ductus in Chaucerian Ekphrasis
Emily Laura Pez, The University of Western OntarioFollow
Dr. Richard Moll
My thesis investigates how the rhetorical device of ekphrasis functions in Geoffrey Chaucer's poetry, specifically The Book of the Duchess, The Parliament of Fowls, The House of Fame, and The Knight's Tale. I argue that Chaucer's ekphrases incorporate medieval memory techniques, which connect the ekphrases integrally to their respective texts. Chaucer's early uses of ekphrasis in The Book of the Duchess and The Parliament of Fowls guide the audience's interpretation and therefore contribute to the ductus, defined by Mary Carruthers as the text's "overall direction" ("Concept of Ductus . . ." 196). In the case of The House of Fame, the ekphrases not only guide interpretation but also alter the text's ductus by directing the narrative through a more fully developed use of architectural memory structures. In The Knight's Tale, the latest of the four texts, the ekphrases alter the ductus through their participation in a narrative sequence that especially enforces mutual recollections among the parts that share the same location. Chaucer's ekphrases also engage with medieval aesthetic ideals of variety as a source of harmony and therefore differ from classical examples of ekphrasis. I last consider Chaucer's developing use of ekphrasis in relation to John Lydgate's Temple of Glas. Lydgate's integral connection of his ekphrasis to his narrative through memory techniques reveals his understanding of later developments in Chaucer's rhetoric. My findings challenge theories of ekphrasis as a static disengagement from the world of the text and advocate its more active involvement in the text.
Pez, Emily Laura, "Rhetorical Ductus in Chaucerian Ekphrasis" (2016). Electronic Thesis and Dissertation Repository. 3656.
Literature in English, British Isles Commons


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text:
No road tax, registration fee on electric vehicles in Telangana from today
The exemption would be given only on the vehicles purchased and registered within Telangana state.
Starting Wednesday, the Telangana government has exempted road tax and registration fee on purchase of various kinds of electric vehicles running on batteries, instead of fuel.
A government order to this effect was released by Sunil Sharma, Principal Secretary, Telangana Transport, Roads and Buildings Department on Tuesday.
According to the order, 100 per cent road tax and registration fee exemption would be given for the first two lakh electric two-wheelers, first 20,000 electric 3-wheelers, first 10,000 electric light goods carriers including 3-wheelers (goods carriers), first 5,000 private cars and 5,000 electric four-wheelers (commercial passenger vehicles like cabs and tourist taxis).
Similarly, 100 per cent exemption on road tax and registration fee would also be given for the first 500 electric buses, and also electric tractors. A retro-fitment incentive at 15 per cent of the cost, capped at ₹15,000, will also be given to the first 5,000 existing three-wheelers, which convert their diesel or petrol engines to battery-run engines.
The transport principal secretary said this tax exemption, being offered as part of the Telangana electric vehicles and energy storage policy announced on October 29 last year, would be given only on the vehicles purchased and registered within Telangana state.
State Transport Minister Puvvada Ajay Kumar said the state government had introduced the electric vehicles and energy storage policy to bring down automobile pollution. He appealed to the private entrepreneurs and green energy producers to make use of the incentives being given by the state government.
According to the policy, which will be in force till 2030, the government would also extend support to the private sector for establishing charging infrastructure for the electric vehicles. It calls for setting up charging or swapping stations at every 50 km on national and state highways within the state and encourages existing residential townships with 1,000 plus families to develop charging stations lots.
The policy also proposes that the Telangana State Electricity Regulatory Commission shall provide a special power tariff category for electric vehicle charging stations. The Telangana State Renewable Energy Development Corporation will act as a nodal agency to establish public charging stations directly or under the licensee/franchise/PPP model.
Various public places such as airports, railway/ metro stations, parking lots, bus depots, markets, petrol stations, malls and electric poles shall be examined for the same.
News Source:-https://www.hindustantimes.com/india-news/no-road-tax-registration-fee-on-electric-vehicles-in-telangana-from-today-101612357508046.html
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text:
Prime Property: $90 million list price for Star Island estate could set record
Oceanside spec home in Palm Beach sold for $57 million
Adebayo's big finish propels Heat past Blazers 104-92 after Butler's ejection
Tom Koehler gets chance to reclaim spot in Marlins' rotation; will start Saturday
By Craig Davis
MILWAUKEE — The worst-kept secret of the past few days around the Miami Marlins is that Tom Koehler is returning from injury and exile in the minor leagues.
Yes, the veteran right-hander will start Saturday against the Brewers in an attempt to reclaim his place in a shaky starting rotation that has been a turnstile of demotions and ailments. The Marlins are hoping for a feel-good story of epiphany and resurrection of a pitcher whose game had slipped off the rails.
Manager Don Mattingly made it clear Friday what it will take to write that script.
"I think you're looking at performance, honestly," Mattingly said. "It happened with Adam [Conley]. He's a good kid and you want him to do well, but he wasn't getting anybody out. I think the same happened to Tom. You want him to do well, you know it's in there, but it wasn't happening. At that point we just went a different route."
One of baseball's many clichés is about it being a game of failure. It had taken that ugly turn for Koehler earlier this season as the earned-run average ballooned through a series of short, rocky starts. The clincher came May 5 when the Houston Astros battered him for eight runs and seven hits in three innings.
So after more than four seasons as a mainstay in the Marlins rotation, Koehler found himself headed back to the minors to figure out why hitters were batting .295 against him, contributing to an ungodly 7.04 ERA.
First there was a revelation that he was dealing with bursitis in his shoulder and a detour to the disabled list to allow it to heal.
"I don't know if it was a factor," Koehler said Friday after rejoining the Marlins at Miller Park. "I've pitched with different types of pain, different ailments for years. So I'm not going to blame anything on that. But there was something there that was bothering me for a little bit and it just seemed the right time to get it straightened out."
Video playlist: Miami Marlins
A week off from throwing before beginning his rehab provided a valuable opportunity for self-assessment.
The conclusion: "When I went down I realized that I wasn't really throwing the ball as well as I thought I was," he said.
"Just had to make a couple of changes … get back to doing the things that got me here as opposed to trying to do things that maybe I thought would help me be better down the road. Instead of just constantly focusing on my strengths I was working to sharpen up my weaknesses, and that led to things kind of blending together a little bit."
The results in Triple-A for New Orleans were encouraging, particularly the most recent outing when he allowed only two hits and one run (a homer) in 6 1/3 innings with seven strikeouts while throwing 67 strikes on 98 pitches.
Koehler has never been an ace for Miami (career ERA of 4.31, 1.38 WHIP and 36-50 record) but he has been a tough competitor and an innings eater. The hope is he can get back to that and lend some stability to the rotation.
"Tom went down and got back to his roots of being a bulldog guy that's aggressive," Mattingly said. "He's going to go after people and compete. I think he found out some things he was trying to do weren't what led to his success."
The Marlins were set to officially recall Koehler following Friday's game and announce a corresponding move to make room on the roster.
After more than four seasons in the majors, the trip back to the minors was a humbling experience for Koehler. He had been a clubhouse leader and was the Marlins' players representative, a duty that passed to David Phelps in his absence.
"I missed being here," Koehler said. "So when you have something taken away from you, you appreciate it and you realize how much you love it and you appreciate it just a little bit more.
[Popular in Sports] Referee cites 'egregiousness of the profanity' for ejection of Heat's Jimmy Butler »
"I feel like I have to get reacclimated in the clubhouse and with the guys. Everybody's been welcoming me back, it's not like they're casting me off to the side."
As for reclaiming his union duties from Phelps, Koehler said, "If he wants it he can keep it."
Replay frustrations
Mattingly spoke out following Thursday's loss to the Mets in dismay about a lengthy replay review that failed to determine definitively about whether first baseman Justin Bour's foot was off the bag when he stretched for a throw from shortstop JT Riddle.
Latest Miami Marlins
Marlins introduce new outfielder Avisail Garcia, who already calls Miami home
Marlins trade for All-Star infielder Joey Wendle; designate Lewis Brinson for assignment
Marlins acquire Gold Glove catcher Jacob Stallings from Pirates
The ruling of umpires watching replays in New York City was that the call "stands' rather than confirming that the Mets' runner was distinctly safe. Mattingly contended that replay officials should be looking to determine the correct call without knowing the call that was made on the field.
Asked Friday whether he believes Major League Baseball should look at refining the process to operate in that manner, Mattingly said, "I hope so. For some of the managers, maybe all of them, at times replay's really frustrating from what we see and the results out of it.
"I know it's part of the progression, but I think there can be improvements."
cldavis@sun-sentinel.com; Twitter @CraigDavisRuns; here on Facebook
Tom Koehler


text:
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AttractionsBeach pavilionsEmergency servicesHotspotsMuseumNightlifeRestaurants
DuindorpKijkduinScheveningenThe Hague
SkyView the Pier
SkyView de Pier has 36 closed gondolas
You are here: Homepage / Items / Attractions, Hotspots / SkyView the Pier
SkyView the Pier (Scheveningen)
The Ferris wheel, SkyView de Pier, is a prominent attraction on Scheveningen. Discover the view from the pier in the luxurious closed gondolas. During hot days, the Ferris wheel is a convenient getaway, as the carts are air-conditioned. It is also possible to have lunch or dinner for up to six people at a time, while the vista changes over and over. It could be a nice idea for an original date for example. SkyView de Pier also offers various deals, such as a high tea.
The Ferris wheel is closed during extreme weather, such as strong winds or storms. Check the website for the most recent opening hours, so you won't be disappointed.
See Website!
Strandweg 156, 2586 JW Den Haag
info@skyviewdepier.nl
This beautiful Museum Beelden aan Zee can be found in the dunes of Scheveningen. The building, designed by Wim Quist, resembles a seashell. Sand-colored and austere on the outside, but the various halls and terraces reveal themselves on the inside. The museum is built entirely underground with terraces on the dune. The many windows in the roof provide a special light and give a feeling of peace. Beelden aan Zee is the only museum in the Netherlands that focuses exclusively on modern contemporary visual art. About twelve international exhibitions are organized annually with sculptures in the most diverse styles and materials. The museum was founded in 1994 by collectors Theo Scholten and Lida Miltenburg. Since then, works by world-famous artists have been exhibited here. Think of Pablo Picasso, Ossip Zadkine, and Niki de Saint Phalle. The museum has won multiple cultural awards in recent years for their exhibitions, including Zadkine aan Zee in 2018. On the boulevard of Scheveningen, the museum has a freely accessible 'sculpture terrace' called Fairytale Pictures by the Sea. The American sculptor Tom Otterness designed multiple bronze statues that refer to various fairy tales, such as Hansel and Gretel, Moby Dick, and Pinocchio. The statues are […]
Museum Beelden aan Zee
A hidden treasure in the dunes
The Westbroekpark is a beautiful park with an almost British-like atmosphere. It lies between The Hague and Scheveningen. There are large playgrounds and ponds, but the park is best known for its beautiful international rosarium from 1960. Here, between June and October, around 25,000 roses bloom on 350 beds. Every year an international rose competition is held in which a jury inspects the roses and awards certificates. Art lovers can admire nineteen different statues in the park. They are made by Dutch artists from the 20th century and can be found throughout the park. A special walking route has been mapped out to view all artworks. This starts at one of the entrances to the park, at the Troelstra monument. The route runs counterclockwise. In the Westbroekpark it is allowed to BBQ. It's a great place to gather for a communal meal, so bring your (disposable) BBQ and throw a nice piece of meat, fish or vegetables on the grill. You can deposit the coals in special containers after you finish. However, you are not allowed to BBQ in the Rosarium. For the more lazy gourmets among us, there is a choice of three different eateries. Restaurant Greens in the […]
Westbroekpark Scheveningen
One of the most beautiful parks in the area
The AFAS Circustheatre: Musicals, Theater, Shows, Events The AFAS Circustheatre Scheveningen is a unique place to visit for a night filled with entertainment. The impressive building dates back from 1904, but it has had a significant make-over since then. In addition to the many musicals, well-known musicians, theater productions, and comedians are also on the cultural agenda. The theatre is well known for their extravagant musicals with actors and singers of the highest class. The most famous musicals are: The Lion King, Anastacia, and Miss Saigon. The performances are in Dutch, but still an experience for people who do not speak the language. These musicals are offered to you by Stage Entertainment Netherlands. To make your trip complete you can choose to have lunch or dinner at Le Cirque. This restaurant is located in the theater and is also open to people who are not attending the shows. There are also several restaurants nearby that offer a special theater menu, taking into account that you have to leave in time for the show. The Circus Theater has seen many renovations in the past. In 1991 the building was sold by the municipality of The Hague, to Joop van der Ende […]
The AFAS Circustheatre
The AFAS Circus Theater is a unique place for an evening out full of entertainment.
Madurodam is an educational amusement park for young and old. This miniature city gives its visitors an idea of the typical Dutch city and society. In Scheveningen, you can admire all the highlights of our country in one afternoon. The park has over seven hundred scale models of buildings from all parts of the country on a scale of 1 to 25. There are also many moving vehicles to see, such as planes, cars, trains, and tour boats. The detailed models are made in Madurodam's studio. Schiphol Airport, Paleis Het Loo, the St. John's Cathedral in Den Bosch, and the Dom Tower in Utrecht are just a few examples of the collection. The buildings that are outside all year round will undergo major maintenance every few years or can be completely renovated. For children, there is not only enough to see, but also to do in Madurodam. There are playgrounds for different ages and some of the miniature models are interactive. In the port of Rotterdam, for example, you can fill ships with containers, fly planes at Schiphol and step into the shoes of Armin van Buuren by mixing music for the Madurodammers yourself. In addition to the impressive miniatures […]
Madurodam in Scheveningen
Madurodam. You must experience ...
SkyView the Pier (Scheveningen) The Ferris wheel, SkyView de Pier, is a prominent attraction on Scheveningen. Discover the view from the pier in the luxurious closed gondolas. During hot days, the Ferris wheel is a convenient getaway, as the carts are air-conditioned. It is also possible to have lunch or dinner for up to six people at a time, while the vista changes over and over. It could be a nice idea for an original date for example. SkyView de Pier also offers various deals, such as a high tea. The Ferris wheel is closed during extreme weather, such as strong winds or storms. Check the website for the most recent opening hours, so you won't be disappointed. Website.
The Zipline on the Pier The Zipline on the Pier is a popular attraction for all ages. The zipline starts from the Bungy Tower at a height of 55 meters. At 70 km per hour, you will fly over the sea and beach and you end at the entrance of the pier. With a distance of 350 meters, it is one of the longest zip lines in the Netherlands. Two harnesses hang next to each other, so you can have a competition with your friends, family or partner. Experienced, certified instructors ensure a safe and unforgettable experience. The attraction has been approved by the European recognized institute ERCA. Book your ticket online and receive a 2.50 euro discount. Check the website for the most recent opening hours. Website.
The Zipline on the Pier
Starting from a height of 60 meters you can take the ride of your life with two people next to each other.
Atlantic Wall Museum Scheveningen. The Atlantic Wall Museum Scheveningen shows the remaining parts of the Atlantic Wall to the public. The museum is run by a group of enthusiastic volunteers. Guides give tours in the bunkers and complexes spread over Scheveningen. There are a fully-equipped command bunker and a crew bunker that take you to the war history of Scheveningen. The Atlantic Wall was a defensive line of more than 5000 kilometers of the German army. It's one of the biggest structures of the 20th century. The Atlantic Wall was built between 1942 and 1945 and ran from Norway to southern France. Dozens of bunkers that served to defend the German Empire, were also discovered in Scheveningen and The Hague. After the war, the aim was to destroy as many remains of the Second World War as possible. The government only subsidized a clean-up, if the bunkers were in the way of new construction. Some bunkers were reused for storage, for the scouting or for mushroom cultivation. Many bunkers have remained in nature reserves in the Netherlands. The museum location is an authentically decorated command bunker. It has original artifacts from German, British, Canadian, and American forces on display in […]
Atlantic Wall Museum Scheveningen
The foundation's museum location is an authentically decorated command bunker.
Sea Life has been a well-known name at Scheveningen since 1993. This attraction provides an intimate look into the underwater world. The sea aquarium, which is located above your head, in the shape of an arch, makes it look like you are swimming in the deep sea yourself. Every year Sea Life receives special visitors from abroad, such as in previous years the giant spider crab Alexander, which had a wingspan of 3.5 meters. Sea Life has more than 4,000 animals in 45 aquariums. In the tropical fish tanks of Sea Life, you will find various exotic fish, corals, seahorses, jellyfish, and sharks. One fish that the children will probably recognize is the "Nemo" Clownfish. Besides these underwater animals, it is also possible to visit the penguins, otters, and sea turtles. There are daily feeding sessions and presentations. Several times a day, you can watch the penguins, otters, and piranhas devour their meals. In the "feel pool", it is possible to touch the sea anemones, starfish, and crabs. During the holidays and weekends, you can take a look behind the scenes of Sea Life for an additional charge. In 45 minutes you will receive a tour of the animal shelter, […]
Educational and fun attraction
Muzee Scheveningen was established in 2006 when Het Zeemuseum and The Schevenings Museum merged. In addition to a cultural-historical collection, the museum also has an important sea biological collection. Muzee has a permanent presentation and a changing exhibition. Around 40,000 visitors come every year. Imagine yourself back in time in the restored building. Inside the museum, a typical street of Scheveningen is exhibited and you can see how Scheveningers lived in the past. Various scenarios have been simulated of children playing and women washing the laundry. There is also a grocery shop, a classroom, and an exhibition on life aboard a bomb ship. The other room is called the Zeezaal. Here you get an impression of the underwater life as can be found in the world's seas. Hundreds of colored shells, crabs in many shapes and colors, deep-sea squids, millions of years old fossils, and other sea creatures can be seen here. The animals are not alive by the way. Muzee regularly organizes small-scale events. There are performances by local jazz and blues musicians and also music and theater performances related to the old ways of Scheveningen. It is possible to celebrate children's parties with different themes at the museum. […]
Muzee Scheveningen
A museum for culture and history of Scheveningen
Meijendel is a breathtaking dune area that extends over Scheveningen, The Hague and Wassenaar. The area is approximately 2000 hectares, making it the largest contiguous dune area in South-Holland. Meijendel consists of various mini landscapes, which is why there are many special animals and plants. The nature reserve is ideal for cycling or walking. Several routes have been mapped out for pedestrians through the most beautiful spots in the valley. Cyclists pass Meijendel when they take a long-distance route from Scheveningen to Katwijk. Most of the park is freely accessible, but a passe-partout is required for the Bierlap and Kijfhoek areas, where you can find a special horse breed. Close to the area, you can visit the monumental water tower from 1874. It is the oldest working water tower in the Netherlands. The peregrine falcon has been nesting in the building for several years. During the breeding season, you can watch the nest box of the peregrine falcon and the barn owl live through a webcam at the Dunea website. Meijendel is one of the most bird-rich areas in the Netherlands. There are about 250 different species to be found. For example, there are many nightingales. Dune water company Dunea […]
Meijendel Scheveningen
This Park is the biggest dune area in South-Holland.
Welcome to Grand Hotel Amrâth Kurhaus The impressive five-star Grand Hotel Amrâth Kurhaus symbolizes the once decadent seaside resort of Scheveningen. Besides being a beautiful piece of architecture, the building also had a turbulent and rich past. In 1818 Jacob Pronk founded a wooden pavilion with a bathhouse near the Badhuisstraat. The bathhouse was so popular that it was expanded into a much larger Urban Bathhouse. The Kurhaus was built on the same site in 1884. Sadly, the building was destroyed shortly after by a fierce fire and had to be rebuilt in 1886. In the past, many historical figures have stayed in this luxurious hotel. World-famous names from the guestbook are; Winston Churchill, Audrey Hepburn, and Jon Bon Jovi. The hotel currently has over 250 rooms, a Spa & Beauty, restaurant Waves at the Kurhaus, a brasserie, and various conference rooms. The most luxurious accommodations in the Kurhaus are the Presidential Suites with a walk-in closet, whirlpool, and private balcony with a sea view. For two people, you can book this unforgettable experience at a friendly price of around 1000 euros per night. In the middle of the Kurhaus is the Kurzaal, a place where famous artists used to […]
Luxurious Rooms & Suites
The Pier is an icon of Scheveningen, where you can have all sorts of fun all year round. Besides the beautiful views, you can shop here and enjoy a snack and a drink. Since 2015, the Pier has been completely renovated and now there are various attractions to visit. The most striking attraction is the fifty-meter high Ferris wheel. From where you can look out over the sea and the city of The Hague. On the weekends, you can even dine on the Ferris wheel with a constantly changing view. There are several boutiques on the Pier and numerous food stands where you can order burgers, pancakes, pizza, salad, and ice cream. Restaurant Zilt is located on one of the Piers islands. You can visit one of the various bars for a special beer or a good glass of wine. On the deck of the Pier, it is also possible to drink a nice cocktail in the open air. A well-known part of the Pier is the forty-five-meter high tower, which you can climb to get a breath of fresh air or just for the beautiful views. For the real adventurer, who wants to undergo an unforgettable experience, there is […]
The Pier Scheveningen
Great views and entertainment
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text:
\section{Introduction}

Generative Adversarial Networks (GANs) (\cite{gan2014}) are a class of deep generative models that formulate the model estimation problem as an adversarial game between two neural networks, a Generator representing an implicit generative distribution, and a Discriminator that differentiates between samples from said implicit distribution and the true data distribution. The implicit distribution recovers the data distribution when the game reaches equilibrium. Apart from being one of the most popular approaches for generative modeling and unsupervised learning tasks in Computer Vision, with diverse applications such as photo-realistic image generation (\cite{biggan}, \cite{karras2017progressive}), image super-resolution (\cite{srgan}), image-to-image translation (\cite{cyclegan}) and video generation (\cite{dvdgan}, \cite{mocogan}), it has also found applicability in domains such as Natural Language Processing (\cite{zhang2017adversarial}) and Time Series Analysis (\cite{esteban2017real}).

GANs generally share a standard design paradigm, with the building blocks comprising one or more generator and discriminator models, and the associated loss functions for training them. TorchGAN makes use of this design similarity by exposing a simple API for customizing these blocks. The interaction between these components at training time is facilitated by a highly robust trainer which automatically adapts to user-defined GAN models and losses. TorchGAN provides an extensive and continually expanding collection of popular GAN models, losses, evaluation metrics, and stability-enhancing features, which can either be used off the shelf or easily extended or combined to design more sophisticated models effortlessly. With the above design principles in mind, we aim to improve upon existing GAN training frameworks such as TFGAN~\cite{tfgan}, HyperGAN~\cite{hypergan}, and IBM GAN-Toolkit~\cite{gantoolkit} on the aspects of extensibility, the richness of the feature set and documentation.

\begin{figure}[!htb]
    \centering
    \inputminted[
        linenos,

        fontfamily=tt,
        fontsize=\footnotesize,
        numberblanklines=false,
        breaklines]{python}{example_1.py}
    \caption{DCGAN (\cite{dcgan2015}) in under 10 lines of code with TorchGAN}
    \label{fig:get_started}
\end{figure}

\section{Implementing Models in TorchGAN}

The core of the TorchGAN framework is a highly versatile trainer module, responsible for its flexibility and ease of use. The trainer requires specification of the generator and the discriminator architecture along with the optimizers associated with each of them, represented as a dictionary, as well as the list of associated loss functions, and optionally, evaluation metrics.  We provide an illustrative example for training DCGAN on CIFAR10 in Figure~\ref{fig:get_started}. One can either choose from the in-built implementations of popular GAN models, losses and metrics or define custom variants of their own with minimal effort by extending the appropriate base classes. This extensibility is widely useful in research applications where the user only needs to write code for the model architecture and/or the loss function. The trainer automatically handles the intricacies of training with custom models/losses. The trainer also supports the usage of multiple generators and discriminators, allowing training of more sophisticated models such as Generative Multi Adversarial Networks (\cite{gman}). Performance visualization is handled by a customizable Logger object, which, apart from console logging, currently supports the Tensorboard and Vizdom backends.

\begin{figure}[!htb]
    \centering
    \includegraphics[width=\textwidth]{TorchGAN_Design.png}
    \caption{Overview of TorchGAN Design}
    \label{fig:tgan_design}
\end{figure}

\section{Comparison with Existing Frameworks}
\label{sec:frameworks}

TorchGAN provides high-quality implementations of various GAN models, metrics for evaluating GANs, and various approaches for improving the stability of GAN training. We provide an overview of the features that are provided off the shelf by TorchGAN and compare them with the ones provided by other frameworks. Note that the list is not exhaustive as the modular and extensible structure of TorchGAN allows one to extend or modify these features, or use them as building blocks for more sophisticated models.

\begin{center}
    \begin{tabular}{ c c c c c }
        \toprule
        & TorchGAN & TFGAN & IBM GAN-Toolkit & HyperGAN\\
        \midrule
        Vanila GAN \cite{gan2014} & \checkmark & \checkmark & \checkmark & \checkmark\\
        DCGAN \cite{dcgan2015} & \checkmark & \checkmark & \checkmark & \checkmark\\
        Wasserstein GAN \cite{arjovsky2017wasserstein} & \checkmark & \checkmark & \checkmark & \checkmark\\
        Wasserstein GAN-GP \cite{gulrajani2017improved} & \checkmark & \checkmark & \checkmark & \checkmark\\
        Inception Score \cite{salimans2016improved} & \checkmark & \checkmark & \checkmark & \\
        InfoGAN \cite{chen2016infogan} & \checkmark & \checkmark & & \checkmark\\
        Cycle GAN \cite{cyclegan} & \checkmark & \checkmark & & \checkmark\\
        Least Squares GAN \cite{lsgan2017} & \checkmark & \checkmark & & \checkmark\\
        Auxillary Classifier GAN \cite{odena2017ac} & \checkmark & \checkmark & & \\
        Spectral Normalization GAN \cite{spectral2018} & \checkmark & \checkmark & & \\
        Self Attention GAN \cite{selfattn2018} & \checkmark & \checkmark & & \\
        Conditional GAN \cite{mirza2014conditional} & \checkmark & & \checkmark & \\
        Energy Based GAN \cite{zhao2016energybased} & \checkmark & & & \checkmark\\
        Boundary Equilibrium GAN \cite{berthelot2017began} & \checkmark & & & \\
        DRAGAN-GP \cite{kodali2017convergence} & \checkmark & & & \\
        Binary GAN \cite{dong2018training}& \checkmark & & & \\
        \makecell{Generative Multi Adversarial \\Networks (GMAN)} \cite{gman} & \checkmark & & & \\
        Adversarial Autoencoders \cite{zhang2017adversarial} & \checkmark & & & \\
        Historical Averaging \cite{salimans2016improved} & \checkmark & & & \\
        Feature Matching \cite{salimans2016improved} & \checkmark & & & \\
        Minibatch Discrimination \cite{salimans2016improved} & \checkmark & & & \\
        Frechet Inception Distance \cite{brock2018large} & $\star$ & \checkmark & \checkmark & \\
        Progressive GAN \cite{karras2017progressive} & $\star$ & \checkmark & & \\
        Adversarially Learned Inference  \cite{dumoulin2016adversarially} & $\star$ & & & \checkmark \\
        Star GAN \cite{Choi_2018} & & \checkmark & & \\
        \bottomrule
    \end{tabular}
    \captionof{table}{Supported features of different frameworks. Features officially supported are marked "\checkmark", under active development are marked "$\star$" and those currently unsupported are left blank.}
    \label{tab:frameworks}
\end{center}

Table~\ref{tab:frameworks} summarizes the features supported by a variety of open-source GAN frameworks. It suggests that TorchGAN supports the widest variety of features among the frameworks being considered. For comparison, we only consider the models present in the official repository of a given framework or an associated officially maintained model-zoo/examples repository. We avoid comparisons with projects like Pytorch-GAN\footnote{https://github.com/eriklindernoren/PyTorch-GAN}, Keras-GAN\footnote{https://github.com/eriklindernoren/Keras-GAN}, etc., as these are not frameworks and hence cannot be extended to newer models.

\section{Performance Benchmarks}

In order to demonstrate that TorchGAN incurs zero training overhead despite the high level of abstraction it provides, we compare the training time of TorchGAN with vanilla PyTorch implementations of DCGAN (\cite{dcgan2015}), CGAN (\cite{mirza2014conditional}), BEGAN (\cite{berthelot2017began}) and WGAN-GP (\cite{gulrajani2017improved}). Table~\ref{tab:benchmarks} reports the training time for TorchGAN and Pytorch for 1 epoch, averaged over 8 runs.

\begin{center}
    \begin{tabular}{ c c c c c }
        \toprule
        & \textbf{DCGAN} & \textbf{CGAN} & \textbf{WGAN-GP} & \textbf{BEGAN} \\
        \midrule
        & \scriptsize{\textit{CIFAR-10}} & \scriptsize{\textit{MNIST}} & \scriptsize{\textit{MNIST}} & \scriptsize{\textit{MNIST}} \\
        \midrule
        \textbf{TorchGAN} & \textbf{15.9s $\pm$ 0.64s} & \textbf{21.8s $\pm$ 0.43s} & \textbf{30.6s $\pm$ 1.35s} & \textbf{86.0s $\pm$ 0.62s} \\
        \textbf{Pytorch}  & 16.7s $\pm$ 0.24s & 22.4s $\pm$ 0.52s & 31.1s $\pm$ 0.97s & 87.0s $\pm$ 0.27s \\
        \bottomrule
    \end{tabular}
    \captionof{table}{Average Training Time : TorchGAN vs Pytorch Baselines}
    \label{tab:benchmarks}
\end{center}

For a fair comparison, we disable any form of logging and compute the training time using the $\%timeit$ magic function. We train the models on the CIFAR10 (\cite{Krizhevsky2009LearningML}) and MNIST\footnote{http://yann.lecun.com/exdb/mnist/} datasets, with a batch size of 128, on an Nvidia GTX Titan X GPU.

\section{Development}

The source code is maintained at \href{https://github.com/torchgan/torchgan}{https://github.com/torchgan/torchgan} and is available under the MIT License. The package is lightweight and easy to install, with dependencies only on numpy, pytorch, and torchvision. An extensive set of examples are present in the main repository
(\href{https://github.com/torchgan/torchgan/tree/master/examples}{https://github.com/torchgan/torchgan}), documentation (\href{https://torchgan.readthedocs.io}{https://torchgan.readthedocs.io}) and model zoo (\href{https://github.com/torchgan/model-zoo}{https://github.com/torchgan/model-zoo}). To uphold quality and maintainability, we follow a strict code review process with a comprehensive test suite and continuous integration services.

\section{Conclusion and Future Work}

We present the features of the TorchGAN framework and demonstrate its extensibility, ease of use and efficiency.  Future work and extensions under active development include, integration of GAN models for video generation, generalization of the training loop to support Inference GAN models, such that they can be conveniently modified and extended, addition of features such as Adaptive Instance Normalization layers, and expanding the model zoo and documentation to cover more sophisticated examples such as Multi Agent-GAN training. We also envision the extension of the framework to domains beyond Computer Vision by adding support for NLP and Time Series GAN models.

redpajama_set_name: RedPajamaArXiv


It's going to be very hard for me to talk about this one because I don't want to ruin it for you. This book has an incredible twist that caught me off guard, and that doesn't happen often.
The heroine of our story is a woman in her early twenties named Bibi Blair. Bibi was brought up by surfer/successful business people parents in California. Bibi is very intelligent and has been all her life. As an adult, she is a successful, but still up and coming author. She's engaged to a Navy Seal named Paxton, who is on a super secret mission in the Middle East, and he's out of reach for much of the novel. One day, pretty much out of the blue, Bibi begins to have odd physical symptoms. She calls her mother who gets her to the hospital where it is discovered that the intrepid Bibi has brain cancer. Serious, incurable, brain cancer. What follows is Koontz at his best.
The Valient (capital V on purpose) Bibi's story is filled with suspense, mystery, the ever present in Koontz's work, golden retriever or two, some murder, a few interesting characters, a quest to save Ashley Bell, and most important, some supernatural events. I really can't go into too much more detail because I absolutely do not want to spoil it for you.
If you are in need of a well written, interesting supernatural thriller to keep you company while it's cold outside, you might want to give /Ashley Bell/ a chance. Much like one of his other beloved characters, Odd Thomas, I think we'll be hearing from Bibi Blair again. I was driving in my car this morning thinking about this book, and I realized that it reminded me in certain ways of a very famous work of fiction that has been made into a technicolor extravaganza, and since the wildly successful film, has woven bits of itself into much of our culture. Sadly, I can't tell you WHICH technicolor extravaganza I refer to because it might spoil the surprise. It breaks my heart and hurts my brain to not tell, but I have to be brave.


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text:
Baby doll with ponies and accessories ZA3203
baby doll ponies accessories brush cufflinks
Product code:ZA3203
Gwarancja:Warranty
box12 pcs
A cute baby doll with ponies will bring a lot of joy to every child. It will be a great companion in every game. The doll is wearing a pink dress, has beautiful blue eyes and long blonde hair gathered in two ponytails. It has a loudspeaker built into the belly, thanks to which it says "dad" and makes sounds similar to laughter, cooing and whining. Its advantages are movable limbs, which makes it easy to change clothes and the option of drinking (the doll makes a pee). The kit includes hair clips and bands, you can make many effective hairstyles and change her look. The doll also has a handbag, a hairbrush, a bottle, shoes and its own ID card, in which you can enter, for example, age, name, date of birth and other information. The ID card is made of cardboard while all other elements are made of plastic.
- doll's ID card
- purse - bottle
- shoes - a brush
- 2 hair bands
- 6 clips
Doll powered by 1xCR2032 batteries (included).
The set does not include a watering bottle, so it is an option to use if the child has its own bottle or syringe. To start the sound, remove the cap from the adapter. The doll is ready to play after taking it out of the packaging.
Playing with dolls is one of the most common games among young children. By playing with dolls, the child learns to be gentle, responsible and caring. The set and packed in a nice, colorful box, will be perfect as a gift. The Jokomisiada store offers a number of cute dolls to play with. Welcome!
35,5 cm x 37,5 cm x 19 cm
baterry:
1xCR2032 (included)
We provide a 12-month warranty for the toys from the date of purchase. The warranty does not cover damage caused mechanically, through errors in use and natural wear and tear of the product.


text:
AirAsia India launches ops, fare war to intensify
Breaking into Indian domestic aviation space, AirAsia India Thursday launched its operation with a flight from here to Goa in a foray that is expected to intensify the fare war among the no-frill airlines in the loss-hit sector.
AirAsia India, the Indian arm of Asia's biggest budget carrier Malaysia-based AirAsia Bhd, became the fourth low-cost carrier in the country after IndiGo, SpiceJet and GoAir, as its maiden afternoon flight took off from the Kempegowda International Airport on the outskirts of the city.
Ahead of the launch of operation, the airline already offered a promotional fare of Rs 990 for flights between the two cities, signalling that it would make the rivals fight more bitterly to protect their turf.
AirAsia is headed by Tony Fernandes, a millionaire former music executive.
"Our long-term goal is to offer air travel at affordable rates and provide an opportunity to every Indian to fly. Our competition is with the Indian Railways and not with other airlines in the country," AirAsia India Chief Executive Officer Mittu Chandilya told reporters here.
He added, "Our fares will be 35 per cent lower than the market rates. At this rate, we believe we can sustain... We intend to bring down the tariff further as we are sure that we could make revenues with stable operations."
According to Directorate General of Civil Aviation data for April traffic, IndiGo dominates the local market with 31.6 per cent share, followed by Jet Airways-JetLite combine with 21.8 per cent and Air India with 18.3 per cent. SpiceJet had a 17.9 per cent market share and GoAir had 9.5 per cent.
Malaysia-based AirAsia currently operates international routes into Bangalore, Chennai, Kochi, Kolkata and Trichy.
Weighed down by mounting operating costs, including for fuel, all barring one the country's half-dozen airlines are suffering losses in the domestic sector.
AirAsia, one of the most successful low-cost carriers in the world, got the aviation ministry's flying permit on May 8, the last of the many approvals needed for the airline to take off after a nine-month long wait marked by legal hurdles.
AirAsia India is a 49:30:21 joint venture among Malaysian carrier AirAsia, Tata Sons and Arun Bhatia's Telestra Tradeplace.
AirAsia had announced its joint venture with Tata Sons and Telestra Tradeplace in February 2013, four months after the then UPA government allowed up to 49 per cent FDI in domestic airlines by foreign carriers.
"Our first service on-board A-320 of Airbus is going full, as we have sold all 180 seats within minutes after booking was opened on our website on May 30," Chandilya said.
As part of the promotional offer, 40 per cent of the tickets were sold at Rs 999 and 10 per cent at Rs 5 per ticket and the balance were sold up to Rs 1,999 per ticket, he said.
Chandilya said AirAsia India would commence the second flight to Chennai from Bangalore on June 19 and planned to connect nine regional cities with Bangalore, including Jaipur, Mangalore and Hubli, within the next three months.
"We have given our list of cities that will be connected to the regulator and waiting for the approval," he said.
He also said they plan to develop their hub in Bangalore and discussions had been held with Karnataka government for concessions on Aviation Turbine Fuel (ATF), on which the taxes Karnataka are very high at 29 per cent.


To listen to the music this evening, you'll need to down load the Mixlr app. You can find it in the App Store on your iPhone, or if you're an Android user, download through Google Play.
If you're still having trouble, plug the links listed below into your internet browser and click on the"Open in Player" link to bring up the stream in your media player.


text:
Not today Satan! - by Milly Haddrick
Look Khloe we're not mad, just disappointed.
A Kardashian insider has told PEOPLE magazine that Khloé Kardashian is seriously considering going out with Tristan Thompson again and all we can say is we really hope this isn't true.
WATCH: Khloe Kardashian says Tristan Thompson tried to kiss her in new KUWTK
It seems impossible that there are still people out there who missed out on all the MAJOR tea that was the Tristan Thompsom and Jordyn Woods cheating scandal, but we shall recap for those people who remained oblivious.
In February this year, Khloé's baby daddy kissed Kylie Jenner's best friend (and honourary Kardashian family member), Jordyn Woods.
The drama was arguably the BIGGEST scandal to hit 2019 (don't @ us), but now that Koko and Tristan have been spending more time together as they raise their daughter True, the Keeping Up With The Kardashian's star is seriously considering taking her cheating ex back.
Tristan Thompson and Khloe Kardashian attend the Klutch Sports Group "More Than A Game" Dinner
"Tristan has showed more of an interest," the insider said.
"He seems to want more than co-parent with Khloé. It seems Khloé has moments when she is toying with the idea of getting back with Tristan."
Even though Khloé seems to be considering dating the NBA player again, the insider says it doesn't take long for those around her to remind the Good American owner that not only did he kiss Jordyn, but he also cheated on her when she was nine months pregnant.
"Everyone thinks she deserves better," the source says.
"But it seems Khloé needs a good distraction to fully move on mentally from Tristan. She needs to find a special guy, and so far, she hasn't."
Let's pray Khloé sees the light and leaves Tristan in the friend-zone.
Milly Haddrick
Milly is the Digital Content Editor for Entertainment. A devout tea and chocolate enthusiast, Milly is a lover of all things pop culture (with a little dash of politics).


That hurts worse than the workout!
Ouch! You poor thing 😦 Lots and lots of aloe for you!
Hey, I'm only human. You'd be sad too if you had a burn like that trust me.
Sad! You bet I would be sad! In fact I would probably be bed ridden for a day or so lol I hate sun burns! I get then so easily too.