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Runs on the runtime version and in the region selected when you deploy the model. Can run in any available region, using any available runtime version. Though you should run with the defaults for deployed model versions.
Runs models deployed to Cloud ML Engine. Runs models deployed to Cloud ML Engine or models stored in accessible Google Cloud Storage locations. The needs of your application dictate the type of prediction you should use. Batch prediction latency If you use a simple model and a small set of input instances, you'll find that there is a considerable difference between how long it takes to finish identical prediction requests using online versus batch prediction.
Understanding prediction nodes and resource allocation Cloud ML Engine measures the amount of processing you consume for prediction in node hours. Node allocation for batch prediction The batch prediction service scales the number of nodes it uses to minimize the amount of elapsed time your job takes. To do that, the service: Allocates some nodes to handle your job when you start it.
Scales the number of nodes during the job in an attempt to optimize efficiency. Shuts down the nodes as soon as your job is done. Node allocation for online prediction The online prediction service scales the number of nodes it uses to maximize the number of requests it can handle without introducing too much latency.
To do that, the service: Allocates some nodes the first time you request predictions after a long pause in requests. Scales the number of nodes in response to request traffic, adding nodes when traffic increases, and removing them when there are fewer requests.
Limitations of automatic scaling Cloud ML Engine automatic scaling for online prediction can help you serve varying rates of prediction requests while minimizing costs. Using manual scaling You can affect the scaling of online prediction for a model version by specifying a number of nodes to keep running regardless of traffic.
Prediction input data The data you use for getting predictions is new data that takes the same form as the data you used for training. These formats are summarized in the following table, and described in more detail in the sections below: Prediction type and interface Supported input format Batch with API call Text file with JSON instance strings or TFRecords file (may be compressed) Batch with gcloud tool Text file with JSON instance strings or TFRecords file (may be compressed) Online with API call JSON request message Online with gcloud tool Text file with JSON instance strings or CSV file Instances JSON strings The basic format for both online and batch prediction is a list of instance data tensors.
Individual values in an instance object can be strings, numbers, or lists. The following special formatting is required: Your encoded string must be formatted as a JSON object with a single key named b64. Online prediction input data You pass input instances for online prediction as the message body for the predict request. Batch prediction input data You provide input data for batch prediction in one or more text files containing rows of JSON instance data as described above.
Runtime versions As new versions of Cloud ML Engine are released, it is possible that models developed against older versions will become obsolete. Runtime versions and predictions You can specify a supported Cloud ML Engine runtime version when you create a model version.
Regions and predictions Google Cloud Platform uses zones and regions to define the geographic locations of physical computing resources.Mortgage Rates Very Close to 1-Month Lows Comments (0) Read More by Matthew Graham on December 06 2017, 4:48 PMMortgage rates moved noticeably lower today as bond market improved for the 2nd day in a row--the first time that's happened since early November (when it comes to the bonds that relate to mortgage rates) his was the first time since early November.
Mortgage Rates Steady to Lower Comments (0) Read More by Matthew Graham on December 05 2017, 4:58 PMMortgage rates were more intuitive today with most lenders keeping things unchanged at first. This matched the movement in underlying bond markets, where today's trading levels in the morning (when most lenders put out the first rate sheet) were roughly.
Mortgage Rates Steady to Higher, Depending on Lender Comments (0) Read More by Matthew Graham on December 04 2017, 4:17 PMMortgage rates were distinctly mixed today, with some lenders clearly moving higher while others were effectively unchanged. The deciding factor is both simple and obvious.
It has to do with Friday's wild action in the bond market (following the Flynn. Mortgage Rates Recover After Flynn Headlines Comments (0) Read More by Matthew Graham on December 01 2017, 3:33 PMMortgage rates were at their highest levels in roughly 1 month as of yesterday afternoon. That ran counter to many of the mortgage rate news stories that came out throughout the day due to said stories using Freddie Mac's Primary Mortgage Market Survey.
Mortgage Rates Hit 1-Month Highs Comments (0) Read More by Matthew Graham on November 30 2017, 4:12 PMThere are several news stories out today that reference LOWER rates this week.
These all rely on stale survey data that failed to account for changes over the past 2 days. Mortgage rates actually continued higher today at the same quicker pace seen yesterday. Mortgage Rates Bounce to 2-Week Highs Comments (0) Read More by Matthew Graham on November 29 2017, 3:14 PMMortgage rates moved higher today, with most lenders quoting their highest rates in at least 2 weeks.
But before you let that worry you too much, know that the range of available rates has been so narrow over the past 2 weeks that it didn't take much.
Mortgage Rates Improve Slightly Despite Market Volatility Comments (0) Read More by Matthew Graham on November 28 2017, 4:47 PMMortgage rates improved modestly today as markets digested tax bill headlines and the confirmation hearing for new Fed Chair Jerome Powell.
As the head of the institution that has the biggest impact on short-term rate momentum, Powell is an important. Mortgage Rates Flat as Markets Get Back to Business Comments (0) Read More by Matthew Graham on November 27 2017, 4:58 PMMortgage rates were almost perfectly unchanged today as markets returned to full force following the extended Thanksgiving break.
Bond markets (which dictate mortgage rate momentum) had been consolidating in a narrower and narrower range in the weeks. Mortgage Rate Volatility Will Increase From Here Comments (0) Read More by Matthew Graham on November 24 2017, 1:53 PMMortgage rates were roughly unchanged today.
That's not too surprising considering lenders don't tend to make big moves on the Friday after Thanksgiving, regardless of market conditions. Moreover, they're working with a shorter-than-normal trading day. Mortgage Rates Move Modestly Lower Ahead of Holiday Comments (0) Read More by Matthew Graham on November 22 2017, 2:55 PMMortgage rates fell modestly today, with bond market strength both before and after the release of the Fed Minutes (a more detailed account of the Fed meeting that took place 3 weeks ago).
Stronger bond markets correlate with lower rates. Mortgage Rates Holding Steady in Recent Range Comments (0) Read More by Matthew Graham on November 21 2017, 3:34 PMMortgage rates were unchanged today, on average, although a few lenders made small adjustments to rates sheets in response to bond market volatility.
Bond markets began the day heading into stronger territory (which implies lower rates), but gave up much. Mortgage Rates Higher to Begin Holiday-Shortened Week Comments (0) Read More by Matthew Graham on November 20 2017, 2:46 PMMortgage rates moved slightly higher today against the backdrop of the unique bond market conditions seen on Thanksgiving week.
Bond markets underlie mortgage rates, and there's generally a certain level of participation that traders and mortgage lenders.After filling out so many tax documents and calling my sales lady, I still have never been paid on the referral.
Also, their people who work on referrals will never speak to me. They will barely return an email. They have asked for the same items over and over for months, even once they had the information they were asking for earlier in the same email chain. The only reason I still have the account is because they are so slow on porting out the numbers, that I have no choice but to keep paying.
They fail on all fronts. There are way too many good options out there. Simple layout in the administrative panel that allows for easy setup and configuration for new users. Also great mobile solutions for when employees are out of the office. The few times that I actually do need to call customer service, they are always happy to help and never give up on finding a solution. Very easy to work with. If your business is in the search for nothing but the best, then Nextiva should be the first option you consider.
Originally founded by CEO Tomas Gorny in 2006, Nextiva has yet to slow down with year after year of innovation. By 2008, Nextiva was up and running with early customers, and by 2017 they now provide service to over 100,000 customers worldwide. With a reputation for one of the top companies to work for, Nextiva offers a warm and positive atmosphere that even extends to their client base. Nextiva has won multiple awards for their outstanding U. Innovation is also something Nextiva is highly regarded for, as the provider is constantly changing the landscape and introducing revolutionary solutions and products.
Their next generation call center platform, NextOS and data analytic solutions put Nextiva in a class of their own. It should come as almost no surprise to hear that Nextiva frequently ranks top amongst user reviews of service providers.
Nextiva offers some of the most compelling services and solutions at some of the best price points for the industry, all while maintaining a robust, carrier grade network with redundant data centers scattered around the country.
Any business that requires an absolute complete package, but also might require some assistance in developing the best solution for their unique situation will enjoy the level of service that Nextiva provides. Beyond just communications, Nextiva has continued to innovate and expand their offerings wherever the Nextiva touch is necessary.
Nextiva does also offer PBX SIP trunking for any business that wants to take advantage of legacy solutions, or even Nextiva Drive for cloud storage and Nextiva vFax for all internet faxing. Cloud Communication Advisor Business VoIPHosted PBXSIP TrunkingEnterprise VoIPCall Center SoftwareTeam CollaborationResidential VoIPOnline Fax Overall Get Pricing Nextiva Scottsdale, AZ www.
Have loved using this software on our Have loved using this software on our computers and phones. Write Review Visit Website Overall Quality Installation Reliability November 22, 2017 Have loved using this software on our computers and phones.Example: true importance optional Whether field importance scores are added as additional columns for each input field.
Example: "my new anomaly score" newline optional The new line character that you want to get as line break in the generated csv file: "LF", "CRLF". Example: "Anomaly Score" separator optional The separator that you want to get between fields in the generated csv file.
This will be 201 upon successful creation of the batch anomaly score and 200 afterwards. Make sure that you check the code that comes with the status attribute to make sure that the batch anomaly score creation has been completed without errors.
This is the date and time in which the batch anomaly score was created with microsecond precision. True when the batch anomaly score has been created in the development mode. Whether field importance scores are added as additional columns for each input field or not. The list of input fields' ids used to create the batch anomaly score.
The new line character used as line break in the file that contains the anomaly scores. In a future version, you might be able to share batch anomaly scores with other co-workers or, if desired, make them publicly available. A description of the status of the batch anomaly score. This is the date and time in which the batch anomaly score was updated with microsecond precision. A status code that reflects the status of the batch anomaly score.
Example: true category optional The category that best describes the batch topic distribution. None of the fields in the dataset Specifies the fields in the dataset to be excluded to create the batch topic distribution.
Example: "my new batch topic distribution" newline optional The new line character that you want to get as line break in the generated csv file: "LF", "CRLF". This will be 201 upon successful creation of the batch topic distribution and 200 afterwards. Make sure that you check the code that comes with the status attribute to make sure that the batch topic distribution creation has been completed without errors. This is the date and time in which the batc topic distribution was created with microsecond precision.
True when the batch topic distribution has been created in the development mode. The list of fields's ids that were excluded to build the batch topic distribution.
The list of input fields' ids used to create the batch topic distribution.How many employees do you have. Which of the following do you need. Brand New ServiceExpand Current ServiceReplace Current ServiceWhich of the following do you need.
First and Last Name Company Name Email Address Phone Number Get Your Price Quote Now Request Nextiva Demo Your current needs Your current needsSystem For New OfficeReplace Current SystemExpand Current SystemYour current needs How many lines you need.
How many lines you need. First Name Last Name Email Address Phone Number BlogAboutContactAdvertiseSpeed TestSitemap. An innovator in the Bluetooth technology space, Wireless Cables imlemented Odoo Enterprise to simplify processes, link interfaces, and save time. Belgium's first online-only supermarket is born.
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Odoo's unique value proposition is to be at the same time very easy to use and fully integrated. Use the live chat to ask your questions.
The operator answers within a few minutes. November 07, 2017 Wireless Cables Expands the Reach of BlueTooth Technology An innovator in the Bluetooth technology space, Wireless Cables imlemented Odoo Enterprise to simplify processes, link interfaces, and save time. November 07, 2017 Behind the Scenes of Wink: Odoo Fuels the 1st Online-Only Supermarket in Belgium Belgium's first online-only supermarket is born.
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Price(s) include(s) all costs to be paid by a consumer, except for licensing costs, registration fees, dealer document fees and taxes. Business Hours Monday7:30am - 7:00pm Tuesday7:30am - 7:00pm Wednesday7:30am - 7:00pm Thursday7:30am - 7:00pm Friday7:30am - 7:00pm Saturday8:00am - 5:00pm SundayClosed 844.
Business Hours Monday7:30am - 7:00pm Tuesday7:30am - 7:00pm Wednesday7:30am - 7:00pm Thursday7:30am - 7:00pm Friday7:30am - 7:00pm Saturday8:00am - 5:00pm SundayClosed 888.
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I am still nervous about bring my car in for cleaning. I had things stolen from my car while in the cleaning area at Pinkerton and had to go to court 3 times.I simply couldn't justify paying another monthly membership with nothing but losses to show after 4 months. The odds were hardly ever achievable and the problem I found was that many tips were out before the extra place offers were released so you missed these.
If you are doing worthwhile stakes, I suggest deep pockets in the first instance.How To Make Slime With Water And Salt Only! Without borax, contact solution, detergent
As close as you can get to a guaranteed profit in the gambling world. Tips are sent out earlier than anyone else allowing me to get the best odds available and plenty of time to place the bets.
Amazing how he is able to pick regular winners at long odds. He certainly knows his stuff. Here's to more winners from Craig!. Winner at 46 and a place too at 51. Joined about November and has had superb winners since. Rare weeks they don't get a place. I have never regretted it: since 15 March, I have amassed a total profit of 93pts.
Craig is a genius. The profits have paid for my lifetime subscription already. You are a very rare breed of tipster, a freak of nature, a tipster that only comes around every 100 years!!!. Keep up the great work, I'm signing up for life. Best tipster I've ever seen!!!. This backs up the history of high odds returns from Golf Betting Expert and it is one service I intend to keep. Have missed a couple of weeks and quoted prices are not always available, nevertheless have made over 90 points profit.
Will stick with it and probably raise stakes in the near future. Really impressed with Craig's knowledge of the PGA, European, and Challenge tour having tipped winners in them all, the most impressive was SSP Chawrasia at the Indian Open at 100-1 (I managed to get on at 110-1 for the biggest win I've ever had.
Golf is a high variance game so I'm not expecting to retain that ROI but long may it continue.
My favourite tipster by a long way. Keep up the good work.