When it comes to voting for television series and stars at the Golden Globes, the Hollywood Foreign Press Assn. Variety and the Flying V logos are trademarks of Variety Media, LLC. Subscribe to Variety Today. Let us know Variety. You can host your trained machine learning models in the cloud and use the Cloud ML prediction service to infer target values for new data. This page discusses model hosting and prediction and introduces considerations you should keep in mind for your projects.

The Cloud ML Engine prediction service manages computing resources in the cloud to run your models. You can request predictions from your models and get predicted target values for them. Here is the process to get set up to make predictions in the cloud:You export your model using SavedModel as part of your training application.

You create a model resource in Cloud ML Engine and then create a model version from your saved model.

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You format your input data for prediction and request either online prediction or batch predictionWhen you use online prediction, the service runs your saved model and returns the requested predictions as the response message for the call. The prediction service allocates resources to run your job. This includes one or more prediction nodes. Each node runs your graph and saves the predictions to a Google Cloud Storage location that you specify.

When all of your input data is processed, the service shuts down your job and releases the resources it allocated for it. Cloud ML Engine can host your models so that you can get predictions from them in the cloud.

The process of hosting a saved model is called deployment. The prediction service manages the infrastructure needed to run your model at scale, and makes it available for online and batch prediction requests.

This section describes model deployment. Cloud ML Engine organizes your trained models using resources called models and versions. A model is a machine learning solution. For example, you might create a model called census to contain all of your work on a U. The entity you create, named census, is a container for actual implementations of the machine-learning model, which are called versions.

Developing a machine-learning model is an iterative process. For that reason, the Cloud ML Engine resource paradigm is set up with the assumption that you'll be making multiple versions of each machine learning model. This terminology can be confusing because a Cloud ML Engine model resource is not actually a machine-learning model on its own. In Cloud ML Engine a model is a container for the versions of the machine learning model.

The "model" that you deploy to Cloud ML Engine as a model version is a TensorFlow SavedModel. You export a SavedModel in your trainer. A model is an organizational tool that you can use however it makes sense for your situation.

It is common, especially after you have a version in production, to keep the inputs and outputs the same between model versions. This enables you to switch versions without needing to change other application structure you may have built around your model.

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It also makes it easy to test new versions with existing data. If you request predictions specifying just a model name, Cloud ML Engine uses the default version for that model. Note that the only time the service automatically sets the default version is when you create the very first one. You can manually make any subsequent version the default by calling projects.

This enables you to, for example, use a stable default version to serve predictions in production while testing newer versions without creating a dedicated model resource for testing.But the industryand the worldis changing, and these days, more and more people are looking for videos that are diverse, relatable, and natural.

As one of our top contributors of authentic lifestyle footage, we spoke to Ruslan Mykhalets of MStockAgency to get his top tips and tricks for ditching the cheesy look and producing Read more about Avoid the Cheesy Look: Tips for Directing Talent from Videographer Ruslan MykhaletsFiled Under: Contributors Tagged With: Authenticity, directing, stock videoOctober 1, 2017 By Alex ReffieFrom designing animations and special effects to working with AE templates or stylizing and color correcting footage, Adobe After Effects opens the door to creative possibilities for filmmakers of every skill level.

A staple in the creative industry, it's become the "must-have" and "must-know" special effects and animation program for creatives. Of course, at first glance when opening up After Effects can be a bit intimidating without a little guidance.

Don't worrywe've got you covered. As the video platform continues to dominate social media, indie branding, and grassroots marketing, having the right program for short-form video editing has never been more important.

We tried it out with some of our stock footage to see how it stacked up compared to industry mainstays like Adobe Premiere or Final Cut Pro. A great way to do this is by Read more about Lights, Camera, Preview: How To Showcase Your Movie Like A ProPart of what makes the occasional polar bear encounter.

Perfect for channeling a little of that Jack Kerouac free spirit in marketing ads or as b-roll in new video Read more about Wander Free With Our Wanderlust Footage CollectionFor much of the northern hemisphere, autumn has arrived in a symphony of color and cooling temperatures.

More than just an Read more about 20 Jaw-Dropping Fall Foliage ClipsThe fear is real. As one of our top contributors of authentic lifestyle footage, we spoke to Ruslan Mykhalets of MStockAgency to get his top tips and tricks for ditching the cheesy look and producing Read more about Avoid the Cheesy Look: Tips for Directing Talent from Videographer Ruslan MykhaletsFrom designing animations and special effects to working with AE templates or stylizing and color correcting footage, Adobe After Effects opens the door to creative possibilities for filmmakers of every skill level.

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Discover Unlimited SavingsSign up now for unlimited downloads from our Member Library. Successful and pleasurable bottoming takes time and practice through dilation exercises, training of your self-awareness, and control of the pelvic floor.

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Use a water-based lubricant and start with the smallest plug. Insert just to the point of pressure.He has a hot hand on NFL picks, too. In fact, he's on a 14-7, 67-percent run on selections. Now, he has two games to package as part of a teaser bet, shaving 6. Here's one we can tell you: Silverstein is big on a Patriots line of just -2. New England is on a quest to defend its Super Bowl championship, winners of seven in a row and tied with Pittsburgh atop the AFC at 9-2.

Of the Patriots' nine victories, three came by eight points or less. But they were all by three points or more. Buffalo ended a three-game losing streak by downing the fading Chiefs 16-10 in Kansas City. At 6-5, the Bills really need a win if they have any chance to challenge the Pats in the AFC East, and a victory puts them in a favorable position in the crowded playoff picture.

New England's offense has overwhelmed foes, ranking No. Tom Brady is having another MVP year, leading the league in passing yards (3,374) with 26 touchdowns and just three interceptions.

Asking any team to win on the road by two scores is a tough sell, but asking New England to win in Buffalo by a single field goal. That sounds pretty good. Silverstein also has a lot of confidence in an even bigger favorite he's dropping the spread for, and he's sharing that over at SportsLine. So what is Silverstein's teaser play of the week. Visit SportsLine now to see which lines look irresistible when you shave off a few points, all from the man who's a scorching 14-7 run on NFL picks, and find out.

CBS Sports is a registered trademark of CBS Broadcasting Inc. Your version of Internet Explorer is no longer supported by CBS Sports.

Some features may not work correctly.

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Please upgrade to a modern browser: 1. Internet Explorer 11 2. Images by Getty Images and US Presswire window.Big Blue defense is worn down and tired and has just been on the field too long. Giants won in Week One 19-3 but that was with just 16 points in four visits to the red zone. They'll hit paydirt several time here. Here at Sports Capping we have put together a group of nearly 100 of the top experts in the business and many of them provide free betting tips on a daily basis.

There's simply not a better place on the web to find free sports picks against the spread, money line or total for today's action. All of the free picks listed on this page show the time of the game and how long you have before it starts, as well as the release time of when the handicapper posted the selection.

You can also click on the "View Archive" link on any of the free picks listed to get a full breakdown of all the previous free selections released by that handicapper. I want to remind you that if you want the strongest plays available, you are going to want to get signed-up for a premium or long-term subscription with one of our experts.

Whether you are someone who likes a lot of action or wants to take a more selective approach, we are confident that we have an expert who can help you start crushing the books on a more consistent basis. Username or Password must not be empty. Email: Free Betting Picks from Top Sport Handicappers - Best Bets of the Day If you are looking for free daily betting advice from some of the top experts in the industry today, you have come to the right place.

Good LuckSaturday look for a complex array of selections in all sports. This number is too high here.

Good Luck, Razor Ray. Recommended Strategy: Place a 7 star wager on Philadelphia using the line. After being beaten by the spread by 18 or more points total in their last three games. Methodologies and SubscriptionsIf you are new to our service and wager methodologies, we have developed several methods of machine learning, AI analytics, and combinatorial algorithms that have provided significant value and have augmented total rate of returns in all sports.

Released on Dec 09 at 10:17 am View Archive Scott Spreitzer Dec 09 '17, 8:05 PM in 1h I'm laying the points with the NY Knicks on Saturday. Released on Dec 09 at 03:17 am View Archive Martin Griffiths Dec 09 '17, 9:05 PM in 2h All my picks are based on interpretation of statistics, context and personal judgement. Released on Dec 09 at 09:01 am View Archive Chase Diamond Dec 09 '17, 8:05 PM in 1h This game features the 13-11 Sixers and the 18-8 Cavs.

Doug Upstone Ravaging the Books in the NFL with 22-12 Run. Good luckLarryReleased on Dec 08 at 09:09 am View Archive Alex Smart Dec 10 '17, 4:05 PM in 21h Denver, which has lost eight in a row after a 3-1 start enters into this game in a shambles. Both Kirk Cousins and Philipp Rivers are solid quarterbacks more than capable of airing it out.

Check out Mike's profile page for more information. Released on Dec 09 at 12:42 am View Archive Carlo Campanella Dec 10 '17, 1:00 PM in 18h The Browns are 0-12 and kust fired their GM, Sashi Brown, this week.

Get the better team AND the pointsReleased on Dec 07 at 06:20 pm View Archive Bobby Conn Dec 10 '17, 1:00 PM in 18hReleased on Dec 09 at 09:11 am View Archive Red Dog Sports Dec 10 '17, 10:00 AM in 15h FC Zurih vs. Released on Dec 08 at 02:44 pm View Archive Marc Lawrence Dec 10 '17, 1:00 PM in 18h Play - Cleveland Browns (Game 118). Released on Dec 07 at 11:17 am View Archive Pro Computer Gambler Dec 10 '17, 1:00 PM in 18h KEY NFL SYSTEM OF THE WEEK: Since 2004,teams playing their second straight road game or more are, on the blind, 509-411-20 (55.

By simply playing a lot on the road (that's it, nothing else), it seems that teams, Automatically get Under-valued. We had a play on Tennessee last week and it would get the job done in its 24-13 victory over Houston. Released on Dec 07 at 03:53 pm View ArchiveGuaranteed Free Picks from Winning Sports Handicappers for Tonight Here at Sports Capping we have put together a group of nearly 100 of the top experts in the business and many of them provide free betting tips on a daily basis.

Go to the group profile pagescroll down through the rules. Bet at your own risk.In your messages, go to the 'message requests' folder, then click 'filtered requests'. As an example, scores of applicants fight to appear on the likes of Deal Or No Deal and Catchphrase, yet newer shows can struggle to find contestants.

MSE Jordon's TV Game Shows blog lists 15 shows to apply for now and how to boost your chances of getting picked. Some promoters say you must reply within a certain amount of time or they'll withdraw the prize. Reply on time to avoid the heartbreaking scenario of missing out on a big prize. It's worth keeping a list of prizes you've won, in case they don't materialise. If a prize doesn't arrive or it does but it's faulty, first politely prompt the company (contact details should be in the terms and conditions).

If you get an unsatisfactory reply or hear nothing, get in touch with the Advertising Standards Authority. All advertising and marketing must follow a code of conduct called the CAP Code which sets out how competitions and promotions have to be run. If you think a competition has failed to meet these rules, check the ASA's website to see if your complaint falls under its powers and make a formal complaint.

The competitions board is a community, and etiquette dictates you post your own finds, as well as looking at the ones already posted. It's unscientifically believed that posting your own comps increases your chances of winning. Don't worry too much. The board is a friendly place, and you're allowed to walk before you can run. If you don't find any comps, you can still help by researching answers. At the top left of the forum, there's a search box.

Use a few different terms to be doubly sure. There's a specific format to post comps in, so people can search and track competitions. When writing the title, first put the end date, then a description of prize, like this:If there's an age restriction, add this to the end of the title, eg, (U16).

If a comp has an end time, as well as date, post this in the title too. Then just post a link to the competition, explaining in your own words what the prize is.

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Some firms complain about copyright when details are copied and pasted wholesale. Comps are everywhere: magazines, newspapers, websites, shops, the telly. Scrutinise flyers in shops, supermarket shelves and websites. The more obscure the publication or product, the better chance of you being the first to post it on the forum.

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It's worth browsing WHSmith's magazine shelves for publications with comps. If you're feeling brave, you could note down the details.You walk away with superior results, immediate response, and total support through the end. My committee members stated that my dissertation was the best research they had seen from a doctoral student in their combined years.

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By continuing to use this site you are giving consent to our use of cookies on Racing Post websites in accordance with our cookie policy. Malaga returned to the foot of the table after last Friday's 0-0 draw at home to fellow strugglers Levante and are still searching for their first away points of the season.

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Sorry, we could not load the current odds for this runner. Our full tips are updated at 8. No tips currently available, please check back later. We also provide Dubai Carnival tips every Thursday and Australian racing tips every evening, updated at 8pm. Both are supplied by dedicated tipsters with extensive knowledge and experience. As we with the rest of our tips, these are provided completely free of charge.

Our other international tipster provides weekly Dubai Carnival tips throughout the Dubai World Cup meeting, including for the big evening itself. Like with our ITV Racing tips, we preview every race in full and provide reasoning behind each selection to help you make your final decision for the biggest races of the year. Our tipsters will reply near instantaneously to any questions you have about selections, provide cash out advice, and so on.

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Paid in free bets. Our tips are updated at 8. How much do your horse racing tips cost. Do you cover any big horse racing festivals. Where can I watch your racing tips run.

Can I get notifications of your horse racing tips. Call the National Gambling Helping: freephone 0808 8020 133 8am to midnight, 7 days a week. Kindly read disclaimer before referring below views. To Read Complete DisclaimerClick Here. Total profit of 0. The views and investment tips expressed by users on mcx. If any other company also giving same script and recommendation then we are not responsible for that.

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