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156-915-1 Accelerated CCSE 1.1 NGX

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Test Code : 156-915-1
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Q&A : 272 Real Questions

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Intercontinental alternate (ICE) this autumn 2017 revenue conference call Transcript | Real Questions and Pass4sure dumps

picture source: The Motley fool.

Intercontinental trade (NYSE:ICE)this autumn 2017 revenue conference CallFeb. 7, 2018 8:30 a.m. ET

good morning, and welcome to the ICE Fourth-Quarter 2017 income conference call. All individuals can be in hear-simplest mode. if you want information please sign a conference expert by urgent the * key adopted by way of 0. After trendy presentation, there might be an opportunity to ask questions.

To ask a question you might also press * then 1 for your mobilephone keypad. To withdraw your question please press * then 2. We also ask that you simply restrict yourself to one question. if you have follow-up questions you may additionally reenter the query queue.

Please note, this adventure is being recorded. i might now want to flip the conference over to Warren Gardiner, vp of investor members of the family. Please go forward.

respectable morning. ICE's fourth-quarter 2017 revenue release and presentation can be found in the traders section of These gadgets should be archived and our call could be available for replay. modern day name may comprise ahead-looking statements.

These statements, which we undertake no responsibility to update, symbolize our existing judgment and are discipline to dangers, assumptions, and uncertainties. For an outline of the dangers that may trigger our effects to differ materially from those described in forward-looking statements, please discuss with our 2016 kind 10-okay, which we filed this morning. In our revenue complement, we check with definite non-GAAP measures, including adjusted revenue, operating margin, expenses, EPS, EBITDA, and tax expense. We agree with our non-GAAP measures are extra reflective of our cash operations and core company performance.

you'll discover a reconciliation to the equal GAAP time period within the income materials, and a proof of why we deem this information to be meaningful, in addition to how administration makes use of these measures in our form 10-ok. When used on this name, internet revenue refers to salary web of transaction-based prices, and adjusted earnings refers to adjusted diluted continuing operations earnings per share. also with us on the call are Jeff Sprecher, chairman and CEO; Scott Hill, chief fiscal officer; and joining us for the primary time and obtainable for Q&A could be Ben Jackson, our president. i could now flip the name over to Scott.

Thanks, Warren. good morning, every person, and thanks for becoming a member of us these days. i may delivery on Slide 4 with some of the key highlights from our fourth quarter. ICE's consolidated fourth-quarter web revenues accelerated 1% to $1.1 billion.

records revenues elevated 2% as stated and grew 5% on an organic consistent-forex foundation, whereas trading and clearing revenues have been flat versus the prior length. Adjusted operating prices were down 3% year over year to $479 million, and adjusted working margin expanded to fifty eight%. Importantly, we delivered over $70 million in synergies in 2017 and, as i'll talk about later, we expect to generate around half of the remaining $60 million in synergies right through 2018. The mixture of suitable-line increase and margin expansion generated fourth-quarter profits of $0.73 per share, which was up three% from remaining 12 months's fourth quarter and contributed to full-year profits increase of 6%.

Our potent salary generated nearly $2.1 billion of operating cash move in 2017. money flows had been down just a little from 2016, however that changed into basically because of our proactive stream to use $136 million to entirely fund the legacy NYSE pension plan. we now have now largely eliminated any future pension liability. moreover, by means of taking the motion in develop of corporate tax reform, we realized an incremental cash tax discount rates of pretty much $20 million involving the bigger federal tax price in 2017.

We leveraged our robust money generation to come back a list $1.4 billion to our shareholders, which you could see in more aspect on Slide 5. during 2017, we repurchased $949 million of our stock at a regular rate of simply over $sixty three versus a 12/31 closing cost of just about $71. And whilst we again a checklist stage of capital to our shareholders, we also completed our leverage target ahead of time table and continued to put money into both biological boom and strategic M&A, together with the bank of the us Merrill Lynch indices, Euroclear, NGX, and BondPoint. it be value pausing to word right here that the combos of property we've obtained and divested all through 2016 and 2017 will increase our revenues by over $30 million and in the reduction of our prices by round $25 million in 2018 versus our seasoned forma 2015 results.

With our gains carrying on with to grow and our CAPEX needs shrinking, 2018 units up as another solid 12 months for cash generation and capital return. We entered the yr with a $1.2 billion share-repurchase authorization, which is 20% bigger than our prior authorization. And this morning, we announced our first-quarter dividend of $0.24 per share, which is 20% larger than a yr ago. Now let's flow to slip 6, where i could discuss our facts and list segment.

in the fourth quarter, segment revenues grew 5% 12 months over year on an biological consistent-forex basis and our premiere-in-classification operating margins increased to 51%. biological boom in our listings company turned into up 3% in the fourth quarter. Given our surprising listings performance in 2017 in addition to a really mighty delivery in January, we are expecting biological boom in listings salary, except the influence of the sale of NYSE Governance capabilities, to accelerate to five% to 6% increase in 2018. In our statistics services company, organic regular-currency boom became 5% within the quarter, with balanced boom across all enterprise strains.

Of note, fourth-quarter outcomes have been decreased by using round $four million because of the sale of Trayport on December 14. i'll deliver some additional insights involving our information services business on Slide 7. We enter the first quarter of 2018 with an biological ASV it truly is up 6% 12 months over yr, and new signings across our pricing and analytics business that extended 12% in 2017. Importantly, roughly 40% of our 2017 pricing and analytics income had been attributable to resourceful new items, akin to our continual evaluative pricing features, our reference records product, and our index choices.

We expect this more advantageous product lineup, effective signings, and high consumer retention to generate biological growth in pricing and analytics more suitable than 7% in 2018. here is an acceleration from 5% boom in 2017, three.5% boom in 2016, and the two% to three% growth at IDC earlier than our acquisition in 2015. Our thesis, when we bought IDC, changed into that a renewed focal point on consumers and product innovation would enormously speed up earnings increase. That thesis is proving out.

We're additionally seeing very powerful increase in our connectivity and feeds enterprise. The purchasers improved their means on our network by way of 20% in 2017, which contributed to revenues that grew over 7% organically for the yr. And we predict this double-digit boom in skill and strong income growth to repeat in 2018. The strong boom in pricing and analytics in addition to connectivity and feeds will greater than offset slower increase in our trade statistics and may contribute to universal biological facts profits boom in keeping with the longer-term outlook we offered to you at our Investor Day in June.

Let's now turn to slide eight, the place i may overview our trading and clearing segment. Revenues had been flat yr to 12 months within the fourth quarter, whereas section operating margin expanded to sixty seven%. despite a 2% decline in usual every day volume per commodities, our revenues improved with the aid of 2% 12 months over yr supported through a resilient RPC, which benefited from favorable product mix and our commercial client orientation. We continue to build on that boom in 2018, with January complete futures and alternate options volumes up 12% yr over yr.

This increase became led by using electricity in interest costs, that have been up 28% yr over yr and ags, which were up 17% yr over yr. Open activity trend also is still effective with ordinary OI up 12% 12 months over yr. relocating subsequent to slip 9. you could see the nice tendencies across our trading and clearing segment.

normal daily volume in our futures and alternatives company expanded with the aid of 10% in 2017. And this was on good of eight% growth in 2016. Our 2017 growth become led by using a 15% yr-over-12 months increase in our Brent franchise, which notched its twenty first consecutive year of checklist volumes. Our European and U.okay.

hobby rate volumes elevated 28% to the optimum degree due to the fact that 2013. more importantly, open hobby across the platform elevated 11% in 2017 with oil OI up 8%, and fees OI up 38%. Open hobby is a crucial indicator of consumer demand and future growth across our markets. And, as I just mentioned, we're taking advantage of excessive open pastime, with an excellent birth to the yr in January and the early days of February despite some transient uncertainty created by means of the implementation of MiFID II.

i may wrap up my remarks on Slide 10 with a preview of 2018. As I mentioned prior, in our facts enterprise, we entered 2018 with biological ASV up 6% year over 12 months and the amazing momentum in our pricing and analytics, and connectivity and feeds organizations. The ASV metric, combined with our continuously excessive consumer retention, new items, and improving earnings effectivity, helps our view that 2018 organic information salary increase will speed up to between 6% and seven%. we've provided Slide 17 in the appendix to help set up the biological revenue base for 2018.

The electricity of our records revenues, accelerated boom in our listings company, in addition to turning out to be open activity in revenue-catch traits in our buying and selling and clearing phase, all bode smartly for an additional yr of solid good-line increase in 2018. That revenue increase, coupled with margin enlargement, tax reform, and capital bills, which we expect to be down by way of 10% year over year, should make 2018 another powerful year for capital return. As i mentioned, this morning, we announced a 20% raise in our first-quarter dividend. And in January, we already deployed $a hundred million of that $1.2 billion repurchase authorization.

i'll turn subsequent to charges. We are expecting expenses in the range of $2 billion to $2.05 billion for 2018. This contains $30 million of the closing $60 million in IDC synergies. after we file our first-quarter results, you're going to see our 2017 compensation charges restated to replicate the exchange within the GAAP accounting guidelines regarding pension.

the complete-12 months have an effect on will increase 2017 costs via simply beneath $10 million and 2018 comp will be accounted for in a consistent method. FX, in addition to a small web influence from our various acquisitions and divestitures, will add round $15 million in fees in 2018 but are also anticipated to enhance revenues via over $forty million. moreover, corresponding to 2017, we expect to look variable expenses, which can be at once associated with salary boom, increase by way of around $20 million. subsequent, we are able to make investments $35 million to $forty million in our personnel via extended merit-based compensation and money efficiency bonuses in 2018.

and finally, in light of the fresh trade in U.S. tax legislations, we expect our tax price to fall to somewhere between 22% and 25%, which should still add around $150 million to $200 million to our internet earnings and cash stream. We intend to reinvest $30 million to $35 million of these reductions during 2018 to extra give a boost to our cyber capabilities and our technology and operations footprint. This funding will aid the construction and future increase of our mounted-profits indices, our reference information offerings, MERS, BondPoint, and our safeguard community.

We don't assume a similar level of incremental investment to be required in future years, and nearly all of the tax rate reductions will nevertheless drop to the base line. With that, i may be chuffed to take your questions all over Q&A. but for now, i'll flip it over to Jeff.

Jeff Sprecher -- Chairman and Chief executive Officer

thank you, Scott, and good morning to everyone on the call. i could start on Slide 11. 2017 marked one other year of strong profits growth, margin growth, rising capital return, and, for the 12th consecutive year, list adjusted salary. we have now completed this boom through bull markets and bear markets, via intervals of extended volatility and muted volatility, as well as via regulatory trade and ever-evolving customer needs.

We credit score this track list of increase to a constant imaginative and prescient, which is to uncover and to resolve for inefficiencies throughout markets whereas bettering the workflows of our consumers. As our platform has expanded, our probability and ability to execute on this vision has grown with it. We improvement from an execution company that now spans all major asset classes and operates across distinct jurisdictions. or not it's complemented by a subscription-based mostly information enterprise this is critical to our purchasers' workflows, one with a proven capability to generate consistent and compounding boom via a number of company cycles.

mixed with our productive can charge structure, we carry a constant extremely good money stream that provides us with the visibility and self assurance to continuously invest in our future growth, while expanding capital return to our shareholders. As that you may see on Slide 12, this entertaining model is supported with the aid of a foundation of probably the most world's deepest liquidity pools in its most critical markets. We function the area's greatest energy market, the largest venue for European and U.ok. pastime price trading, and we are the world leader in company listings.

We do that via levering our seven clearinghouses and 12 exchanges throughout 5 main market facilities. This contains the realm's greatest and most flexible buying and selling and risk-administration infrastructure, which drives a complete suite of statistics and connectivity features. Our tremendous infrastructure is essential to linking members worldwide to the markets and the assistance that they require to control possibility each day. moving to slip 13.

In our power markets, we're constructing on our position as the premier global energy platform. Revenues in our energy business topped $900 million for the first time ever in 2017, pushed by means of a year of record energy volumes. And our Brent oil complex recorded its 21st year of quantity as commercial consumers more and more rely on our platform to aid meet their world hedging needs. As that you can see, 2018 is off to a strong delivery, constructing on our tune list of increase upon boom.

Open hobby in our oil markets is up 9% year over year, with Brent futures hitting a brand new checklist in late January as investment in North Sea oil fields continues. in a similar fashion, in our Gasoil markets, regular volumes are up 19% year over yr, as demand for diesel gas rises on the back of an enhancing European and Asian economic climate. And on the grounds that Gasoil is a byproduct of a barrel of Brent crude oil, increase in our Gasoil enterprise is often a positive leading indicator for our Brent franchise. mainly, the extreme U.S. iciness climate to birth the 12 months and the transitory market studies, such as the surprise WTI stock draw pronounced in January, supplied extra speculative buying and selling alternatives within the benchmark power contracts of WTI and Henry Hub. whereas we benefited from the strikes in these items, these kinds of tendencies are typically transient in nature and not structural. because we cater to a generally industrial consumer base by means of offering an entire latitude of world power contracts, our power markets tend to be much less cyclical in nature, with an upward increase bias over the future. also in January, Europe implemented MiFID II's place restrict and reporting regimes.

whereas these created short-term challenges for many of our commodity purchasers, chiefly within the month of December and few -- and thru the few -- first few weeks of January, these market concerns have now quieted, as we have now discovered regulators to be receptive to our shoppers' issues. definitely, the U.okay.'s FCA's processed over 1,000 hedge-exemption functions, many of that have been filed at the last minute to carry clarity to our consumers. And, as you could see, our crude oil market share has rebounded as a consequence, compared to the first few weeks of the year. again, this was a transient versus structural moment.

moving to our long-standing international natural gas strategy. We continue to make growth on many fronts. In our North American markets, we operate the main venue for natural fuel groundwork buying and selling, featuring liquidity and hedging for over one hundred gas-birth hubs. Given the structural alterations in herbal fuel exploration in North the united states, we see signals that one of the crucial big industrial customers are shifting far from hedging with the benchmark Henry Hub contract and are moving enterprise into these regional-basis markets.

And this turned into proven via record quantity and open pastime in our herbal gasoline basis markets in January. The most recent addition to our strategic natural fuel efforts is our acquisition of NGX in December. It brings us further trading, clearing, and actual settlement solutions, enhancing our leading North American place. And when coupled with our European and U.k.

herbal gasoline contracts, we now present a full latitude of buying and selling and hedging equipment throughout international markets, a service that our business clients view as increasingly crucial as this asset category continues to globalize. Turning now to slip 14. As we circulation into 2018 and seem to be for tactics to leverage our multi-asset classification platform, there are many secular trends upon which we continue to capitalize. in the fixed-revenue markets, we're creating an elevated platform it's designed to facilitate the effectivity and guidance increasingly sought via market individuals.

The mounted-profits market is among the biggest investible asset classes on this planet, with a market constitution it's early in its transition from analog to digital workflow. we've assembled the interesting suite of property to assist facilitate this evolution whereas addressing particular client wants along the way. We're a leading issuer of impartial fastened-earnings pricing. we have a world reference records enterprise that spans eleven million contraptions across a hundred forty five countries.

we now have time-honored mounted-profits analytics, important to our shoppers' chance- and stock-management workflows. We at the moment are the 2nd-greatest fastened-earnings index company, following our fourth-quarter acquisition of the financial institution of the united states Merrill Lynch index suite, providing over 5,000 wonderful indices. And at the beginning of 2018, we closed on our acquisition of a BondPoint, broadening our fixed-earnings execution offering within the broker-to-client segment. whereas we're nevertheless in the early days, it's value noting that BondPoint is off to a powerful delivery in January, registering the optimum quantity month in its historical past, up 30% yr over 12 months.

shoppers are receptively engaging with the platform now that or not it's part of the ICE fixed-profits ecosystem, demonstrating the complementary nature of our options. This suite of items and execution functions are delivered over our purpose-developed secure connectivity safeguard platform that links the markets, suggestions, and innovation fundamental to enhancing consumer workflows. And so we've got positioned ourselves comparable to how we have in times past to support evolve markets at inflection aspects, to convey efficiencies and ingrain our features through the virtue of their capabilities into the daily workflows of our consumers. moving to our role because the leading venue on the planet for capital raising, 2017 marked the seventh consecutive year that the long island stock change led in preliminary public offerings, raising over $31 billion.

here's practically twice the amount raised with the aid of another trade globally. because the world's premier list venue, we've attracted 38 of the last 38 huge IPOs, described as elevating $seven-hundred million or extra. And in 2017, we raised 89% of the expertise-sector proceeds in the united states. 2018 is off to an outstanding start, with over $eight billion raised through preliminary public choices, which is the most desirable January within the NYSE's 225-yr background.

i could conclude my remarks on Slide 15. 2017 turned into one more checklist year. We grew revenues, margins, income, and capital returns to new degrees. We multiplied our ability to provide wonderful mission-vital content material to power markets.

We improved our distribution via bringing markets, counsel, and participants together. And we continue to expand the addressable marketplace for our future strategic increase. so as we appear to 2018 and past, the foundation that we now have created for sustainable organic boom has by no means been superior, nor has our opportunity set been as huge. simply a number of weeks into the year, we are able to already record on this effective basis.

In our derivatives company, interest expense futures volumes rose 28% in January. Our North American natural gas volumes grew 16%. Our Gasoil volumes rose 19%. In our databases, world signings are up 12%, while ASV enters the new 12 months up 6%.

And in our newly improved fastened-salary enterprise, now we have benefited from BondPoint's 30% volume growth, and this increase is all off a base list year for us in 2017. As a leading provider of infrastructure and guidance to fiscal and commodity markets, we proceed to appear for tactics to effectively join the market individuals with the possibility-management options that they want. it's a virtuous cycle, one fueled by way of our pursuit of effectivity and productivity. this is the platform that we place to generate sustainable long-time period growth with benefits accruing to all stakeholders.

So i might like to thank our purchasers for their business in 2017, and that i want to thank my colleagues for their challenging work and contributions to one other record yr -- a 12 months during which we grew to be the primary exchange operator to be a part of the Fortune 500 and had been named as one among Fortune magazine's future 50 groups. These credit are whatever thing that we do not searching for out, but i hope that our group takes excellent pride in being identified. i could now turn our name returned to our moderator, Kate, and we are going to conduct the query-and-answer session except 9:30 a.m. eastern Time.


we can now start the question-and-answer session. To ask a question you may also press * then 1 on your mobile keypad. when you are the use of a speakerphone, please decide upon up your handset before urgent the keys. To withdraw your query please press * then 2.

As a reminder, we ask that you simply limit yourself to at least one question. if you have comply with-up questions you may additionally reenter the queue. the first question comes from prosperous Repetto of Sandler O'Neill. Please go ahead.

first rate morning, Jeff. first rate morning, Scott. I wager i could start large, Jeff. You had a big win with the -- in MiFID II within the open-access mandate being delayed.

So i am just attempting to get like how critical that turned into to you? and then involving that, when you examine MiFID II, i do know you talked in regards to the have an effect on on MG but MiFID II and Brexit, you've got had more time to look at Brexit as smartly. what's the -- what's your views on it now each from a fundamental and M&A standpoint from those two gadgets?

Jeff Sprecher -- Chairman and Chief executive Officer

bound. smartly, I consider, as you know, we now have spent an incredible amount of time in Europe with probably the most senior people in governments far and wide Europe discussing the pluses and minuses of the open-entry provision, the style it turned into drafted and designed in MiFID II. And there is a concern throughout Europe no matter if or no longer, the style that that particular provision operates makes sense in the future with out the U.okay. as part of the eu, and even if it makes sense to assist force the economic system together and finance the precise financial system with out overly fragmenting markets and growing a lot of inefficiencies.

So we saw governments all across Europe coordinate a movement to delay that. And what you might see now, and it gets pronounced on right here now and again, is a conversation it is occurring throughout the european over whether or not that provision fits with their future and whether or no longer there should still be some change or remodeling of, extensively, of MiFID however, chiefly, of that provision. So we are very engaged in that dialog, we had a whole lot to do with the extend, and we admire that governments did lengthen and that they did have interaction with us and that they've taken a step lower back. What extra generally, MiFID, as I've mentioned in my organized remarks, it turned into -- it's simply the style markets work, but a lot of people have been unprepared, and although that we all were speaking about MiFID for years now on these calls, however lots of valued clientele waited till the remaining minute.

There are some very certain reporting requirements, there are some very particular place limits, accountability-class requirements. And so i discussed that the FCA, in selected, processed over 1,000 purposes. you did see on the end of December and into January, lots of people simply stepped out of the market making an attempt to work out how this may work. fortunately, it's a great deal calmer.

The FCA, at our request, has held a number of conferences and calls, broad calls, with the market, or not it's going to proceed to do extra on how MiFID gets carried out across our -- specifically, our U.ok. trade, and we truly recognize that they've engaged on that. I've had a lot of Brexit conversations with senior individuals over this length, apart from speaking about MiFID. I feel there is loads of wonderful work happening under the headlines of Brexit, however there nevertheless needs to be a deal agreed.

and how it's going to work and the way it really is going to shape out, or not it's very challenging to grasp. and there's certainly a probability that issues may go pear-fashioned within the technique. So we've a cautious view toward Europe presently. That being said, we made an funding in Euroclear, which is a custody custodian, a custody solution for Europe, it be one which we use, it's one that we are able to continue to use, and it's one which we want to help develop and expand.

So while we now have some huge issues about how Europe unfolds, where we've seen strategic capacity to pinpoint probability, we actually will do it.


The subsequent query comes from Ken Worthington JP Morgan. Please go forward.

Ken Worthington -- JP Morgan -- Analyst

hi, decent morning. wanted to speak concerning the BAML index enterprise. so you're offering reference facts now for BAML. you will have acquired pricing now for BAML -- I bet you might be had it before with IDC.

there may be analytics for BAML. What kind of go-selling did you guys pursue in the quarter for these ancillary functions? and that i know it feels very early, however changed into there any nice influence from the ancillary functions this quarter? And in that case or even if not, probably what is the outlook again for the ancillary features provided to BAML as we seem out, say, like a yr or so? Thanks.

Jeff Sprecher -- Chairman and Chief govt Officer

sure. neatly, first of all, or not it's been top notch. I suggest, in a notice, it's been particularly smartly-obtained. and i've outlined this before, Ken, and i believe also in line with some of your questions about earlier calls, that it gets harder and more durable in financial services to give content material to most important organizations on account of the connectivity and cybersecurity considerations.

and since there is so much power on corporations nowadays from a regulatory standpoint, they want actually good, clear information and information distributed across the businesses in a method it's effectively consumed. So by having a broader package of things that we will convey, americans that failed to pay consideration to these choices when they weren't a part of the ICE ecosystem are unexpectedly paying consideration to them, and so it truly is virtually a cross-sell. and since so many individuals now are hooked to our defense community and more and more hooking to our security community, truly it be one of the most fastest-transforming into components of our company, they have a pipe already that is secured, that has a cybersecurity provenance over it that permits us to fairly easily get behind firewalls and carry new products and functions. So it be going neatly.

The other -- the interesting aspect about this market is, we have said earlier than on each on this call and also you and that i privately, is that there is sort of a rabid demand for clear advice. And so it is not a case where a customer will buy counsel from one issuer and not buy from a 2d company, if americans are taking the information and suggestions and indices from assorted suppliers. and some, as a backup, if you will, for their own BCP planning, and some simply as a result of there is a thirst for the choicest assistance that individuals can locate as a result of the accelerated use of quantitative analysis in investing. So long-winded method of saying, the thesis that we had is working, and Lynn Martin, who's operating that business, is worked up, frankly, in regards to the responses that her team is getting, principally in that enviornment of indices and valuation.


The subsequent question is from Dan Fannon of Jefferies. Please go ahead.

Dan Fannon -- Jefferies -- Analyst

Thanks, decent morning. Scott, you mentioned your capital priorities of returning one hundred% of the free money move web of M&A. So I bet, are you able to update us in your options on M&A after an exquisite active yr of divestitures and small deals in 2017?

Scott Hill -- Chief monetary Officer

yes, I consider we're searching at the world the identical approach. now we have stated a long time ago that our focal point would be on incremental bolt-on deals and that's the reason absolutely what now we have achieved on. I feel the decent information embedded in all of it's we have been very lively closing 12 months and are still sitting correct in our leverage latitude, we now have first rate money on the balance sheet with, as i discussed earlier, a 20% boost within the dividend and a 20% boost of the proportion-buyback authorization, of which we already spent 1/12 -- in 1/12 of the yr. So I believe as we seem out, we're continuing to focus on strategic M&A that will enhance groups that we already have or strategies that we're pursuing.

however the key, as is always for us, is, can we locate those offers on the right price that generate the right stages of return for buyers.


The next query is from Michael service of financial institution of the usa. Please go ahead.

Sammer Murukutla -- financial institution of america -- Analyst

hiya, first rate morning, guys. here's Sameer Murukutla on for Michael service. simply a brief one, just involving the statistics functions income again. One, is the 6% to 7% growth, including the, any FX advantages.

And given the divestitures and the wind-down of these businesses, the truly robust ASVs and signings, why isn't this growth in '18 even better than the 6% to 7%?

Scott Hill -- Chief fiscal Officer

yes. So first of all, the 6% to 7%, as mentioned or at regular-currency, they each and every, I are expecting, can be in that latitude. surely, FX presently is a little little bit of a support, but I think we will develop between 6% and 7% as said and at consistent-foreign money on an biological basis. And in comparison to last year, it really is coming off of 5%.

And so if you happen to're asking why it be now not becoming quicker, it be becoming drastically sooner than it did in '17. after which i may notice a couple of aspects -- repeat a couple of points that I spoke of in my prepared remarks, that contains our pricing and analytics company that is going to grow quicker than 7%, versus 5% remaining 12 months and three.5% in 'sixteen, and a couple of% when it become owned by means of IDC. That contains our connectivity and feeds business that is going to grow quicker than 7% once more in 2018. And or not it's mitigated a little bit by means of alternate date the place it is going to grow, nonetheless it's going to grow in type of the low single digits.

So we're in fact chuffed no longer only with the standard growth of that enterprise, but the mix of revenues. after which the different factor no longer to lose sight of is, we're growing revenues with a beginning margin at 51%, which is drastically above any one else in our house. So we're chuffed with the boom, we just like the margin profile, the incremental margins should be even more desirable and, once again, we believe first rate about the power of our information enterprise across the board.

Jeff Sprecher -- Chairman and Chief executive Officer

And one different aspect that receives to one of the core of what we do is, we have now been trying to be extra open and clear in regards to the records that comes out of the money equities markets, the long island stock alternate and the money equities market. We take part within the SIP, which is the business profits-generator. behind the scenes, we now have been pushing the SIP to be extra clear. we have a concept it's been on the table for rather ages that the SIP committee is calling at and it be going to take up shortly to develop into more clear.

We, on our last demand the first time, all started to position more color around that selected enterprise. however long story brief, there's in fact now not lots of boom in the earnings from U.S. money equities markets and i consider that's might be surprised individuals, and or not it's partly why we need there to be greater transparency across the SIP. and that's the reason part of, for recording functions, that is all embedded in that statistics enterprise as smartly.


The subsequent query comes from Alex Blostein of Goldman Sachs. Please go forward.

Alex Blostein -- Goldman Sachs -- Analyst

I wish to go returned to the facts again for a 2nd and searching at Slide 7. So, Scott, you guys continue form of give us a little bit greater colour on the drivers in this company, which is basically liked. I are looking to hit on the ability increase quantity that you just highlighted, it be plus 20% yr over 12 months on protection network. I wager, A) how should we consider about this as variety of the main indicator for records connectivity? and also you set a revenue base, which you can kind of circle around to suppose about, "ok, here's in fact the bottom this is transforming into and is indicative of this 20% boom?" Or should still we believe of that more of as paying customers are the usage of more means and will be buying greater of our facts so it truly is really a number one indicator for the other stuff?

Scott Hill -- Chief monetary Officer

sure. it be a superb question. And appear, we're a few years into the enterprise. My experience is that the connectivity potential boom is awfully similar to open interest.

If or not it's trending up that -- if open hobby is trending up, that claims first rate issues in regards to the future prospects for our trading enterprise. because the capability grows, that claims good issues about our records enterprise. And as we dig deeper into that figuring out the business, some of the reasons I even have that self belief is connectivity and the feeds enterprise is starting to be. So more individuals are taking more of their facts from us.

a lot of it's our proprietary facts, but it surely's additionally feeds from other places as we turn into the one supply. They want enhanced capacity with a purpose to eat the facts from us and including these feeds. We're seeing shoppers register. traditionally, it become extra americans connecting to the NYSE, now we're seeing extra individuals connect up via safety for WebICE, which, again, will support power greater buying and selling, will support pressure more data on our -- on the commodities aspect of our company.

in order I look at the skill starting to be 20% final 12 months, it'll grow double digits once more this yr, americans are relocating off of smaller ports to greater ports. For me, or not it's actually a leading indicator, and one of the most the explanation why -- Jeff talked concerning the extra transparency with regards to the change facts -- but one of the the explanation why we're giving so lots additional transparency on facts income increase is as a result of we've metrics like this skill that give us self assurance that the boom we're seeing is sustainable.


The subsequent question is from Ben Herbert of Citi. Please go forward.

decent morning, thanks for taking my query. simply a further question around information, and simply the pricing and analytics, the 40% of indications out of your boom products. and then as we believe again to your June Investor Day and that mixture of facts-revenue drivers, i know it truly is greater of an extended-time period book but when we think of it this year, simply with newer products, how that mix shift, that 20% that changed into guided again in June, if it's -- that might be an even bigger share in '18 or possibly even into '19, simply on some of your newer product traits?

Scott Hill -- Chief monetary Officer

sure. remarkable. So thanks for the question. So if you look at our income suggestions in 2018, what we predict to get from new products is very tons in keeping with what we confirmed you in June.

And so the contribution we anticipated to be effective, it is strong. moreover that, some of those new products are additionally riding one more part of that pie we confirmed you that became significant changed into new consumers. And so primarily, in Europe, shoppers who have new demands placed on them from MiFID, we're seeing eat those items. And so there is a bit bit of a lead over between what's the new product and what's the brand new client that each -- all -- each are contributing to the overall increase.

And when I talk about the 40% coming from of these products, you're going to remember that some of these are new liquidity symptoms, as an example our most appropriate Ex product, for instance, that continues the cost expenditures it's been round for a while. So it really is no longer basically new product as lots because it is for a platform to advance future new products. So typical, the contribution that we confirmed you in June, if you analyze it in terms of pricing new products, new shoppers, high retention, we had round 95% retention in our pricing and analytics company once more closing year. All of those things are contributing in a good stability.

incidentally, within the boom in '17 and also again, within the increase in '18.


The subsequent question is from Alex Kramm of UBS. Please go ahead.

Alex Kramm -- UBS -- Analyst

hi there, first rate morning. I are looking to reside on the statistics aspect. And it be doubtless an extension of probably the most closing few questions. but possibly you can also be a bit bit greater certain round MiFID II and what you might be seeing there? I bet, since you're certainly displaying the upside in signings in Europe, so perhaps you may give a bit bit more element, what precisely you've got been seeing? however then extra importantly, how far along do you feel the client base is when it involves the data side? meaning, do you consider throughout 2018, there may be still a extremely massive addressable market of people that nonetheless deserve to get able, still need to get the top of the line Ex items from you? and i bet, around the confidence level only for greater income there? and then probably simply precise brief on the flip facet as neatly.

I suggest, budgets are nonetheless coming down as a result of MiFID II, so i'm just wondering if you're in fact seeing people additionally struggling with budgets and even canceling some of the things that are not as ought to-have.

Scott Hill -- Chief monetary Officer

So or not it's a pretty good -- it be a very good query i may say. and i will say i am very bullish on what we're seeing in EMEA regarding MiFID II. and that i think -- and what I feel, Lynn Martin and that i, as we discuss it, Tim Noble, who runs income, that they are very excited as a result of we're early days. There are some companies that have begun to prepare and have begun to take into account what MiFID II's implications are, however it's early days.

And in order I study 29% growth in signings in EMEA, in terms of pricing and analytics, as I study ASV for pricing and analytics, which is above the 6% ASV on ordinary. There is not any question to my intellect that MiFID II, in selected, and we stated on Slide 7, things like highest quality Ex and CEP and liquidity indicators, all of those items are nevertheless really renowned when it comes to Europe. and i tell you that some of that self belief in that answer is mirrored in the undeniable fact that our pricing and analytics signings in January had been 40% higher. And so we've considered it -- I wouldn't have the geographic breakdown yet however my bet is after we break up it out, Europe's going to be a big driver of that boom just because it changed into for the 12 months on Slide 7.

The other element it truly is definitely encouraging is, though we've designed these products, the optimum Ex, the liquidity symptoms, to satisfy selected requirements of MiFID II, shoppers within the U.S. and Asia are starting to see the efficacy of using those items as smartly. And so i'm encouraged that those products will proceed to be well known in Europe but also will beginning to make a contribution more and more to the increase we're seeing within the U.S. and additionally in Asia.

And so it's an outstanding instance of the place a product innovation to fulfill a given want with a earnings group it's focused, which ours is, it presents an excellent possibility to start to promote those products and their developed-to-goal use to other consumers in distinct geographies and distinctive industries. And so excited about Europe, I agree with we're early days, in direct response to your question, however additionally excited in regards to the potentialities for a few of these products outdoor of Europe.


The subsequent question is from Brian Bedell of Deutsche financial institution. Please go ahead.

Brian Bedell -- Deutsche financial institution -- Analyst

hello, good morning. Thanks folks. might be just switching gears a little bit to the mounted-salary method, probably query for both Scott and Jeff on this. might be, Scott, if you can give us a little little bit of a refresh of the income contribution from BondPoint, pricing that out from an NGX, the last facts we had is a little historic and given the raise in volumes in BondPoint coming into January, just wanted to get a far better sense of the salary trajectory within the fastened-income platform -- buying and selling platform typical.

after which perhaps just more strategically, Jeff, as you feel about that and marrying that with the BAML indices, in case you can talk about your view of how that platform will progress during this yr?

Scott Hill -- Chief financial Officer

sure. So i may beginning and be aware, we haven't disclosed principally the revenues linked to the bond business. As Jeff alluded to, we had a list month in BondPoint in January. Over 30% boom when it comes to volume.

the manner i would represent it, this is the notably small part of our earnings today, but a extremely huge increase probability as we flow forward.

Jeff Sprecher -- Chairman and Chief government Officer

And what we now have put collectively is an interesting collection of belongings it really is all obtainable, virtually on that security community. And the style we're pondering it's that if an current customer in a single of those groups desires to simply proceed as they have got during the past, it truly is quality. but what we definitely are attempting to do is go to that customer and say, "we've a whole suite of functions across the fastened salary. And in view that we've a purchasing relationship and a connectivity relationship with you, why do not you consider about these different alternatives?" And we put those together via our revenue efforts in a kit, if you will.

And we even have the advantage of the incontrovertible fact that NYSE Arca is the leading listings platform for ETF's and we now have a very close working relationship with the ETF suppliers and are additionally following this fashion of ETF boom in the fastened-earnings area, it's a very handy method for people to own fixed-profits instruments, and it's one of the crucial fastest-turning out to be constituents of that area. So we -- there are a lot of features around NYSE that we can also give for americans that are launching and advertising and marketing these forms of items. So it's been a superb reception so far with the a number of ins and outs that we now have put together. And, truthfully, I suppose it's even shocked us that loads of major businesses that did not pay attention to definite pieces that we now have.

Now that they're beneath the ICE name and on our connectivity platform, these consumers are very engaged with us in a way that bodes well for our future.

Scott Hill -- Chief fiscal Officer

and that i'll just offer you one short records point [Inaudible]. We gave you a chart ultimate quarter that spoke of, in case you examine BondPoint, NGX, and bank of the united states Merrill Lynch indices, these would add about $93 million of revenue, and i'll let you know this is cut up roughly half between NGX and the different half with BondPoint and financial institution of the united states Merrill Lynch. So with the intention to give you an idea of the bottom from which we trust we we are going to develop.


The subsequent question is from Chris Allen of Rosenblatt.

Chris Allen -- Rosenblatt -- Analyst

respectable morning, guys. i've been getting this question a great deal from consumers, so i used to be simply wondering if you guys may clarify the market records e-book. what is the have an effect on from the acquisitions in 2018, it looks about $20 million? So in accordance with sort of the 2017 run cost? And is that baked in any incremental boom opportunities for those, that set of businesses you got?

Scott Hill -- Chief fiscal Officer

So i'm going to answer your query and if my answer indicates I did not take note it, then ask it once again. Our 6% to 7% growth in the facts company is an biological quantity. And so it does not improvement from neither is detractive in terms of acquisitions. So again, going lower back to the mannequin we showed you in June, that model confirmed you that usually we'll have around 10%, plus or minus contribution from acquisitions.

but within the 6% to 7% guided, that is biological. once more, biological as mentioned, organic constant-forex, it does not count. we'll develop 6% to 7% general. And if you're trying to find kind of the net influence of the acquisitions on data revenues, we gave you that on the ultimate quarter, it really is $18 million.

but once again, organic, 6% to 7%. No benefit from acquisitions, no harm from divestitures, it be 6% to 7% true boom that we're using via all the causes now we have referred to on the name.


The next query is from Vincent Hung of autonomous. Please go ahead.

Vincent Hung -- self sufficient -- Analyst

ok. i know you stated a bit of on final quarter's call and touched upon it these days. but now having had somewhat of time to seem to be round your Euroclear and perhaps a quarter or so, i could have an interest to get your suggestions on that asset in terms of just like the structural opportunities, what do you feel you might do for them, specially? after which finally, whether you'd be drawn to manage?

Jeff Sprecher -- Chairman and Chief executive Officer

smartly, firstly, we consider it be a captivating asset, and it's one which we're a client of and we use, and so it's crucial to us, and so we had a -- have had a long pre-current relationship. but we like the administration very plenty there, we just like the chairman. And we really feel like that we can do issues with this along with that company to both assist us and the ICE shareholders and help Euroclear. it be similar to the outlook we had once we invested in Cetip in Brazil, which allowed us to launch a number of new initiatives in Brazil that on the returned of that, in partnership with Cetip and however we've got now bought out of Cetip as it merged into BM&F, we nevertheless have these initiatives operating in Brazil and they're nonetheless very crucial to us.

So we see that equal template, if you will, with Euroclear. I believe that we are going to understand more, we now have been invited to be part of the board, and Hester Serafini, who runs our U.S. clearing operations, commodity clearing operations, is going to be a part of that board. And so we'll have more perception, at the least she can have greater perception into how we will make contributions at the governance stage.

however long story short, I believe it's a superb company and that i feel we now have good relationships so as to enable us to find opportunities together.


The next question is from Chris Harris of Wells Fargo. Please go ahead.

Chris Harris -- Wells Fargo -- Analyst

hiya, guys. you are going to be moving a few of your power contracts to the U.S. I agree with, later this month? So simply questioning in case you guys can speak a bit bit about that motion, even if that may create any complexities for your consumers? and will we see you guys do greater there?

Jeff Sprecher -- Chairman and Chief executive Officer

certain. Let me ask Ben Jackson, who is right here for the first time, to take that one.

Ben Jackson -- President

Thanks, Chris. respectable to communicate to all of you for the primary time during this forum. So it be convenient for individuals -- we bought a lot of questions around this when we moved it -- and considering, "is this particular fallout from MiFID?" And the truth is that this move was essentially about responding to our purchasers, the change, our North the us power advanced. These clients are basically based mostly in North the us, they wanted our North the united states products to be primarily based in North the us.

As Jeff outlined in his feedback, our North American power complex is doing smartly. after we looked at our portfolio of North the usa items, a few of which have been carried out in the U.S, possibly our gasoline and energy complicated in the U.S., and others in Europe with our herbal gas drinks and North American oil complex. and then you add on excellent of it, the strategic acquisition of NGX, we now have much more products in North america. So we collaborated with our purchasers and determined that bringing this complicated together in North the usa become the appropriate method to carrier their wants.

we've always -- it be important to understand that we have always had a technique of having multiple venues world wide to be capable of have a diversified portfolio and a simple way for our valued clientele to entry our a considerable number of items all over.


The next query is from Kyle Voigt of KBW. Please go ahead.

Kyle Voigt -- KBW -- Analyst

i am just going to are trying an extra on Euroclear, probably one for Scott. just questioning if the opportunity got here up, would fitting a majority owner and asset that wants a banking license give you any pause? and i agree with Euroclear additionally has a really high credit standing, I consider AA for competitive explanations and there are certain constraints that might [Inaudible] if it were majority-owned. after which lastly, might be you could simply provide us an replace on dividends you are expecting to receive from Euroclear in 2018 in the other-salary line?

Scott Hill -- Chief economic Officer

sure. in the 10 years i've been here, we have by no means been subtle in M&A. And so the conception of creep to control and all it really is, I bet, enjoyable for parlor speak, however Jeff was very eloquently describing exactly what our intent here. and i feel he is appropriate, it's absolutely analogous to Cetip.

We suppose the management group now does a fine job. We suppose the chairman is managing the governance constitution in a great way. We understand a lot of the purchasers, we are one of the consumers. So here is about aligning our interests to are attempting and go after pleasing strategic alternatives collectively.

it is what here's about. And so I actually have checked out even if I desire a banking license or no longer, we had a type of with ICE have confidence, it become a bit bit painful, but we managed through it. but again, we're not taking a look at these considerations because it really is no longer what this investment is. This investment is aligning our strategic interest for somebody to whom we're a big customer presently and what we accept as true with to be a superb accomplice and aid boost extra custodial and collateral administration capabilities so that it will advantage each of our client units.

To your selected question, as was said per week or so in the past and as we mentioned additional in our 10-okay nowadays, we have reached contract to purchase an extra stake for you to deliver us to round 9.eight% total. That element has no longer yet closed, and so it be complicated for me to inform you the dimension of the dividend. It can be 4 to 5 if the dividend is paid before this subsequent set closed. It could be 9 to 10, if the subsequent circular we get the regulatory approvals we want in time.

and then when it comes to timing, my expectation can be it might hit in first or 2d quarter. however we'll provide you with greater assistance as we know extra on that. again, the dividend is a nice return that we recover from the short time period, but we're during this for the strategic partnership, no longer the dividend.


The next query is a follow-up from Brian Bedell of Deutsche bank. Please go ahead.

Brian Bedell --

excellent. thanks much. I just desired to comply with up on the -- your comments in the marketplace on shut offering from Bats, your view of even if it is going to end up going via regardless of the protest from you guys in Nasdaq. and perhaps just variety of the portion of buying and selling our salary that occurs at the close of the NYSE?

Jeff Sprecher -- Chairman and Chief government Officer

sure. So when it comes to the place this is, or not it's been requested for the commission, the entire fee, to vote on even if or now not that market constitution should go ahead. or not it's been accredited by means of the team of workers and now it's going to go in entrance of the complete commission. there isn't any timing on that, it be now not been scheduled so it be challenging to grasp when or if that -- how that will be heard.

however we're antagonistic to the notion since the market -- what we feel will happen if that goes ahead isn't one competitor challenging the liquidity on the close of the listing exchanges. We feel all competitors will challenge all listings, and what you will see is a large fragmentation of the shut. And on days like Monday, the place ETFs and stocks are extremely unstable, having a tough time settling, to have fragmented that elementary second for advantage that in fact hasn't been accounted. I suggest, it be challenging to understand what the cost-improvement of a enormously fragmented market could be to shop a few cents in practically, in a market constitution, why one would do this? So we now have asked for the whole commission to suppose about those concerns and for the business to in fact focus on these concerns.

Listed organizations, once they decide where to checklist their shares, have distinctive opportunities now to -- there are three, about to be 4 exchanges that will deal with a listing. And a part of the checklist process is a discussion concerning the quite a lot of auctions and contract mechanisms that each trade uses. And listed agencies are popping out opposed to being pressured to have their closing movement to a different exchange after they've made a call, and are concerned about this fragmentation. So we will see where it goes.

i am a bit of shocked that this has even been promulgated, truthfully. The optimum-priced closing, that the adult that expenses essentially the most on the closing, is the one it truly is really making an attempt to advertise this idea. In my mind, I do not know why they wanted to position that offering that they've at the chance, however having said that, the notion is available and i consider the trade could have a good looking full of life debate and we will see where this lands. but it surely won't be without loads of bad input from market participants who, as they believe throughout the repercussions of the theory.


This concludes our question-and-reply session. i need to show the conference again over to Jeff Sprecher for closing remarks.

Jeff Sprecher -- Chairman and Chief executive Officer

thanks, Kate. And we recognize your time nowadays. Thanks for becoming a member of us, and we are going to continue to update you through the quarter and thru the 12 months as we construct out on the strategy that we mentioned. thank you, each person.


The convention has now concluded. thank you for attending ultra-modern presentation. You can also now disconnect.

length: sixty four minutes

Warren Gardiner -- vp of Investor family members

Scott Hill -- Chief financial Officer

Jeff Sprecher -- Chairman and Chief executive Officer

Ken Worthington -- JP Morgan -- Analyst

Dan Fannon -- Jefferies -- Analyst

Sammer Murukutla -- financial institution of the united states -- Analyst

Alex Blostein -- Goldman Sachs -- Analyst

Alex Kramm -- UBS -- Analyst

Brian Bedell -- Deutsche financial institution -- Analyst

Chris Allen -- Rosenblatt -- Analyst

Vincent Hung -- self sustaining -- Analyst

Chris Harris -- Wells Fargo -- Analyst

Ben Jackson -- Wells Fargo -- Analyst

Kyle Voigt -- KBW -- Analyst

more ICE analysis

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With New Turing, NVIDIA Doubles Down on the Future of Real-Time Ray-Tracing | real questions and Pass4sure dumps

18 Oct, 2018 By: Alex Herrera Herrera on Hardware: CAD professionals are expected to reap the benefits.

NVIDIA's long-expected successor to its Pascal GPU architecture for gaming and professional graphics is here. In August, the GPU developer pulled the covers off Turing, which one could argue is both a successor to not one but both of its preceding generations of graphics processing units — 2016's Pascal and 2017's Volta. In the process, the company confirmed several of the more expected 3D graphics advancements for its next flagship GPU. But it also revealed a few surprises, representing an aggressive-but-justified departure from past generations' decisions about how it formulates products that today are destined for a far wider spectrum of applications than those of years past.

Perhaps even more significant is the inflection point in GPU evolution that Turing marks, a unification — if not permanent and all-encompassing, at the very least meaningful — of the previous disparate and often conflicting priorities between the GPU's traditional 3D graphics markets and the hot emerging opportunities attracting the company's attention. With Turing, NVIDIA confirms two realizations very much reflected in the GPU's DNA: one, that machine learning is now a valid and justified tool to enhance 3D visual computing; and two, that the time is ripe to begin the long-awaited transition from 3D raster graphics to the ultimate in rendering, real-time ray-tracing.

Turing, RTX, and NGX

NVIDIA is finding more ways to leverage machine learning to improve performance and quality for traditional 3D graphics. It's been a while since NVIDIA shaped new GPU architectures and technology strictly for the benefit of traditional raster-based 3D graphics that CAD applications and users have primarily relied upon. Over the past decade, NVIDIA GPUs have pushed well beyond that core space and into high-performance computation ("compute"), autonomous vehicles, robotics, supercomputing, and now, front-and-center, machine learning. And each new generation has walked a careful balance, supporting new applications without handicapping the GPU for its bread-and-butter 3D graphics markets.

With Turing, NVIDIA made many of the more conventional improvements to its fundamental 3D graphics programmable shader engine, the Streaming Multiprocessor (SM), especially in terms of critical resources like chip registers and cache, and dialed up supporting infrastructure including external memory bandwidth — all good things that contribute to faster, higher-quality interactive 3D graphics crucial to improving the CAD experience and productivity. But those tweaks represent the more expected steps along the tried-and-true GPU evolution path, taking on cost and complexity for features and performance the company is pretty darn sure ISVs and end users alike will value in the near term, if not immediately. More noteworthy than the more conventional 3D graphics features Turing added is what it didn't subtract from the company's previous compute/artificial intelligence (AI)–focused GPU, Volta. With Turing, NVIDIA architects not only didn't strip out Volta's Tensor Cores, they improved on them — and doubled down on the pursuit of real-time rendering by boosting ray-trace-specific acceleration.

Tensor Cores accelerated AI for ray-tracing — and now they speed conventional 3D raster graphics to boot. Volta's most noteworthy advancement was the inclusion of Tensor Cores, new hardware engines — of significant incremental chip cost (i.e. transistors/silicon area) — to accelerate processing of deep neural networks (DNNs), the lifeblood of machine learning applications. Now, given Volta's primary focus on high-performance computing rather than 3D graphics, the choice to take on the silicon cost of Tensor Cores was certainly novel, but not particularly contentious.

But unlike Volta and its compute focus, Turing is a graphics-first architecture, so NVIDIA's decision to keep Tensor Cores in Turing raises a very pertinent question: Why would the company dedicate significant cost in a graphics-focused GPU to a feature that doesn't directly benefit graphics? Well, the answer is most interesting and fortunate: That old premise is no longer true, and NVIDIA is now finding compelling ways to leverage machine learning to improve the quality and performance of 3D imagery.

As discussed in detail in a previous column, "What Does NVIDIA's Ray Tracing News Mean for the CAD Market?" NVIDIA figured out a way to leverage deep learning to significantly improve the performance of ray-traced 3D rendering. Specifically, RTX software exploits Tensor Core hardware incorporated in a DNN in the ray-tracer to accelerate image "convergence" by decreasing the computational load in the latter stages of rendering. Once the image converges into something it can recognize, AI fills in remaining rays/pixels, intelligently de-noising the image and wrapping up the time-consuming rendering process far faster than is possible via exhaustive, full-resolution ray processing.

RTX technology on Volta (right side) accelerates ray-tracing through machine learning. (Source: NVIDIA)RTX technology (right side) accelerates ray-tracing through AI-accelerated de-noising, compared with the same number of rays without de-noising (left).  (Source: NVIDIA)

No doubt enthused by the successful synergy of machine learning and graphics with ray-trace processing, NVIDIA researchers began exploring other ways to extract more visual processing goodness out of its GPUs' AI prowess. Extending on the use of DNNs for ray-trace de-noising, NVIDIA unveiled NGX technology, comprised of an expanded set of DNN-driven image-enhancement features.

The most relevant and compelling example using Turing/NGX to enhance conventional 3D graphics is Deep Learning Super Sampling (DLSS). Essentially, DLSS benefits from a Tensor Core–accelerated DNN that substitutes the usual brute-force pixel super-sampling with intelligent choices based on the scene geometry, and based both on one frame instance and interframe temporal changes. The benefit is that quality improves at the same performance level, or likely more interesting for most applications (because resolution-dependent quality is pretty darn good at this point), performance increases significantly at the same quality level. I have no doubt NVIDIA sees NGX today as anything but a fixed set of features, but rather an evolving and expanding toolbox of DNNs that can further harness machine learning for the benefit of NVIDIA's traditional visual markets as time goes on.

AI-enabled DLSS anti-aliasing: There’s great value in any GPU feature that can deliver the same quality in fewer cycles. (Source: NVIDIA)AI-enabled DLSS anti-aliasing: There's great value in any GPU feature that can deliver the same quality in fewer cycles. (Source: NVIDIA)

And NVIDIA Doubles Down with RT Cores

Not only did NVIDIA preserve those Tensor Cores when creating Turing, it took the further step of adding multiple instances (one per SM) of an entirely new core design: the RT Core. Specifically, the RT Core takes on a critical ray-tracing computing task, one that when executing on previous GPUs' SMs proved cumbersome, inefficient, and time-intensive. Determining whether a ray (shot from a viewport out into the scene) actually intersects an object (and which triangle on that object's surface) is one of those tasks that a traditional raster-based 3D shader wasn't designed to do, and therefore doesn't do particularly well. With Turing, that job is now left to the RT Cores, freeing up the SMs to spend cycles instead on the 3D shader processing they're more adept at executing.

Turing’s Streaming Multiprocessor with RT Core. (Source: NVIDIA)Turing's Streaming Multiprocessor with RT Core. (Source: NVIDIA)

What's the internal micro-architecture of the RT Core look like? Well, NVIDIA hasn't exposed the guts, but given its task — a lot of 3D geometry processing — there's little doubt some high-performance vector and matrix floating-point units form its foundation. What NVIDIA has disclosed is the performance of the RT Core: 10 GigaRays/second. Now, in absolute terms, that's a hard number to assess — like triangles/second in the rasterization world — as it all depends on the workload of each ray measured. The more relevant, apples-to-apples comparison is that rate relative to Pascal's 1.1 GigaRays/second, presumably of the same workload per ray. Given that, Turing is packing a 10X performance improvement processing a crucial and demanding portion of the ray-tracing pipeline.

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Intercontinental Exchange's (ICE) CEO Jeff Sprecher on Q4 2017 Results - Earnings Call Transcript | real questions and Pass4sure dumps

No result found, try new keyword!Marketplace Seeking Alpha SUBSCRIBE Special Black Friday Offer ... Sign in / Join Now Help Knowledge Base Feedback Forum Transcripts | Financial Intercontinental Exchange's (ICE) CEO Jeff Sprecher on ...

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CheckPoint 156-915-1 Exam (Accelerated CCSE 1.1 NGX) Detailed Information


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