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Operator
Good afternoon.
My name is Shannon and I will be your conference operator today.
At this time, I would like to welcome everyone to the Cadence Design Systems fourth-quarter 2016 earnings conference call.
(Operator Instructions)
Thank you.
I will now turn the call over to Alan Lindstrom Senior Group Director of Investor Relations for Cadence Design Systems.
Please go ahead.
- Senior Group Director of IR
Thank you, Shannon, and welcome, everyone, to our fourth-quarter 2016 earnings conference call.
With me today are Lip-Bu Tan, President and CEO; and Geoff Ribar, Senior Vice President and CFO.
The webcast of this call can be accessed through our website, Cadence.com, and will be archived through March 17, 2017.
A copy of today's prepared remarks will also be available on our website at the conclusion of today's call.
Before we start, I want to call your attention to our CFO commentary, which was included in our 8-K filing today and is available on our Investor Relations website at Cadence.com.
The CFO commentary should be referenced with both today's conference call remarks and the earnings press release issued today.
Please note that today's discussion will contain forward-looking statements and that our actual results may differ materially from those expectations.
For information on the factors that could cause a difference in our results, please refer to our filings with the Securities and Exchange Commission.
These include Cadence's most recent reports on Form 10-K and Form 10-Q, including the Company's future filings and the cautionary comments regarding forward-looking statements in the earnings press release issued today.
In addition to the financial results prepared in accordance with generally accepted accounting principles, or GAAP, we will also present certain non-GAAP financial measures today.
Cadence management believes that in addition to using GAAP results in evaluating our business, it can also be useful to measure results using certain non-GAAP financial measures.
Investors and potential investors are encouraged to review the reconciliation of non-GAAP financial measures with their most direct comparable GAAP financial results, which can be found in the quarterly earnings section of the Investor Relations portion of our website.
Additionally a copy of today's press release dated February 1, 2017 for the quarter ended December 31, 2016 and related financial tables can also be found in the investor relations portion of our website.
Now I will turn the call over to Lip-Bu.
- President and CEO
Good afternoon, everyone, and thank you for joining us today.
2016 was another great year for Cadence, and I'm pleased to talk to you about our results, accomplishments, and strategic direction.
We delivered strong financial results in the fourth quarter and for the full year.
Revenues of $469 million in Q4 and $1.816 billion for the year, representing growth of 6.7% over 2015.
Non-GAAP operating margin was 27% for the quarter and 26% for the year.
Non-GAAP EPS was $0.34 in Q4 and $1.21 for the year, up 11% over 2015.
Now I will address the environment and strategy, before turning to the 2016 product highlights.
Starting with the environment, semiconductor business conditions appear to have improved slightly, with expectations of low single-digit growth for 2017.
Expected improvements are sector-specific though, and macro uncertainty remains.
We are focused on key emerging high and high-growth areas, including automotive, virtual and augment reality, cloud infrastructure, IoT, machine learning, and aerospace and defense.
We have successfully managed through the ongoing customer consolidation to date.
We expect just a minimum impact on revenue from consolidation in 2017, and believe we are successfully positioned for larger opportunity in the future.
At the same time, our relentless focus on innovation, execution, and customer success is driving momentum in the marketplace for us.
The opportunities continue to grow with system companies.
Turning now to our strategy, we are steadily executing our System Design Enablement, or SDE, strategy, the key points of which are to drive increased adoption of our core EDA portfolio, leverage our refined IP strategy for scalable growth, maximize the market opportunity of our system solutions, invest in emerging and new growth areas, and develop partnerships with an expanded ecosystem.
SDE offers additional growth opportunities as we expand beyond the horizontal focus on semiconductors, and tap into significantly larger markets through addressing systems companies and new vertical market segments.
In 2016, we mixed measurable progress executing our SDE strategy.
Expanding our ecosystem is important to developing opportunities outside our traditional markets.
We are now several important partnerships for our SDE ecosystem in 2016.
For example, Cadence and Arrow Electronics launched an integrated cloud-based version of our OrCAD Capture.
We partnered with networks to streamline system-level design and circuit-level implementation for mixed-signal IoT and automotive applications.
We grew our system business in aerospace and defense, with expanded partnership with Northrop Grumman and BAE Systems.
Let me now turn to some of our product highlights and customer successes in Q4 and 2016.
Innovation is at the heart of our success, and we have introduced nearly 20 significant products over the past three years.
Several of our products won awards in 2016, including Palladium Z1 and Virtuoso Virtuoso Analog Design Environment, and we have a robust product pipeline planned for 2017.
Investments in our digital signoff products are beginning to pay off as we gain even more momentum with the top 20 semiconductor companies.
Revenues was up nearly 20% for the year with these customers.
Overall, digital and signoff growth was 9% for the year.
We are set up for additional proliferations in 2017.
We added 60 Genus customers, 30 Innovus customers, and more than 20 new customers using our full digital and signoff flow.
16 of the top 20 semiconductor companies are now using Innocuous, including 4 of the 5 top mobile chipmakers.
Innovus was used to [chip] out a large GPU design, which helped a customer realize 15% power savings over the previous design.
We are currently working with over 45 customers on advanced node design, with more than 12 7-nanometer engagements.
In Q4 [Calcom] entered into an agreement with Cadence that represent an expanded commitment to Cadence products, including hardware and IP.
Our verification suites provide complementary connected solutions that are based on strong core engines.
It includes Incisive for simulation, JasperGold for formal verification, Palladium for emulation, and Protium for FPGA prototyping.
We are pleased to report that Palladium Z1 had a phenomenal full year on the market.
Total hardware revenue surged to a record high.
We gained 29 new Palladium Z1 locals in 2016, 11 of which were system companies.
And this is the fastest adoption of a new emulation system in Cadence history.
In Q4, several leading semiconductor companies adopted Palladium Z1, including Cavium and Innovium.
Customer demand for the Palladium Z1 remains strong due to its enterprise-class capabilities, which are ideally suited for large emulation firms.
We expect another strong year in 2017.
JasperGold, which is a former verification segment leader, continued its adoption and proliferation, leading to a record revenue in 2016.
Integration of the proven (inaudible) technology with our simulation platform has gone very well.
Feedback from key customers in earlier adopter engagements on the integrator platform have been very positive, with significant simulation speed up due to the revolutionary multi-core [pillar] simulation technology.
For custom analog and mixed-signal design, Cadence continues to invest in and provide the most advanced set of custom analog and mixed-signal tools for customers.
Adoption of our next-generation products, like the new Virtuoso Analog Design Environment suite is ahead of our expectations.
Virtuoso Advance-Node is now being used by over 100 customers.
Over 70 customers are using Spectra XPS, our FastSPICE simulator on SRAM designs, and we are expanding into mixed-signal applications.
It was a solid year for our packaged and board business.
We delivered a comprehensive system design solution for TSMC advanced wafer-level integrated fan-out packaging technology, known as InFO.
We released our next-generation Allegro and [Orbit] product families with the support for flexible board designs.
And we just delivered our newest version of our Sigrity Analysis Portfolio, which significantly speed up our and signal integrity signoff for boards.
Next I would like to talk about our IP business, which is a key component of our SDE strategy and an important business for us.
IP business opportunity remains strong as outsourcing continues.
2016 was a year of strategic refinement.
We are significantly increasing our focus on standardized off-the-shelf IP, certain strategic vertical market segments, and the most advanced process nodes.
Our IP business returned to year-over-year growth in Q4 and we expect about 10% growth for 2017.
IP highlights for 2016 included the largest ever renewal for our Tensilica technology, the announcement by Microsoft that 24 Tensilica processors are at the heart of the HoloLens, the delivery of the 7-nanometer DDR IP to our top-tier Asia-Pacific customer.
Q4 highlights included a large design IP contract with a Japanese customer primarily for automotive applications, and adoption of our data center IP by a large US semiconductor company.
On the organization front, I'm sad to report that Peter [Vollencam] recently left Cadence in order to spend more time with his family after the death of his son last year.
We were fortunate that Babu Mandava, a long-time colleague of mine, could step in as a Senior Vice President and a General Manager of the IP Group.
Babu has been a CEO and held multiple senior operating roles at semiconductor companies.
I am confident Babu will drive scalable, sustainable, and profitable growth for our IP business.
Finally, I'm pleased that Geoff Ribar has decided to extend his retirement date by a year.
Geoff is an accomplished CFO and important business partner to me and an invaluable leader at Cadence.
Before turning over to Geoff, let me quickly summarize my comments.
2016 was another great year for Cadence and we are well-positioned for 2017.
System Design Enablement is expanding our opportunities beyond EDA and extending our customer reach.
Our digital and signoff tools are well on their way for advanced node designed with market-shaping customers.
Customer enthusiasm for the Palladium Z1 led to a record year for hardware.
Our refined IP strategy set us up to drive scalable, profitable growth.
Our next-generation tools are helping customers succeed and [solicitating] our position as a leader for custom analog and mixed-signal design.
There are macro challenges ahead but also opportunities specific to Cadence.
Through innovation and execution, we are positioned to build on our success and to further proliferating our solutions with market-shaping customers.
Now I will turn the call over to Geoff to review the financial results and provide our outlook.
- SVP and CFO
Thanks, Lip-Bu, and good afternoon, everyone.
2016 was a great year for Cadence all around.
We delivered strong innovation, customer successes, execution, and robust financial results.
Overall, we are in a good position as we start 2017.
Key results for Q4 in 2016 were total revenue of $469 million for the quarter and $1.816 billion for the year.
Non-GAAP operating margin was 27% for the quarter and 26% for the year.
GAAP net income per share was $0.14 for the quarter and $0.70 for the year.
Non-GAAP net income per share was $0.34 for the quarter and $1.21 for the year.
Operating cash flow was $197 million for Q4 and $445 million for the year.
Stronger-than-expected collections in Q4 drove operating cash flow upside.
Also note that bookings were $2.057 billion for 2016.
Weighted average contract life was 2.6 years for both Q4 and 2016.
The recurring bookings and revenue mix was approximately 90% for 2016.
DSO at the end of the year with 33 days, down 1 day from Q3.
Primarily due to the end of life of Palladium XP, we recorded an inventory charge of $13 million for Q4 following a charge of $5 million in Q3.
As part of our ongoing efforts to operate efficiently and effectively, and optimally allocate resources, we undertook a restructuring in Q4, which resulted in a charge of $26 million.
This included the cost of voluntary retirement program that we announced on our last earnings call.
Earlier this week, Cadence entered into a new five-year $350 million senior unsecured revolving credit facility with a group of lenders.
This credit facility replaces the $250 million facility originally entered into in December of 2012.
We also completed our $1.2 billion stock repurchase program in Q4 with the purchase of 9.3 million shares of stock for $240 million.
Over the course of the program, we repurchased a total of 51.9 million shares, about 18% of shares outstanding at the start of the program.
Also this week, the Cadence Board of Directors renewed its commitment to optimizing capital allocation and shareholder value by authorizing the repurchase of $525 million of Cadence stock.
The actual timing and amount of repurchase will be subject to business and market conditions, corporate and regulatory requirements, acquisition opportunities, and other factors.
Now let's turn to our outlook.
For FY17, we expect revenue in the range of $1.9 billion to $1.95 billion, which would be 6% growth at the midpoint, non-GAAP operating margin of approximately 27%, GAAP EPS in the range of $0.89 to $0.99, non-GAAP EPS of $1.32 to $1 42, and operating cash flow in the range of $430 million to $470 million.
And for Q1, we expect revenue in the range of $470 million to $480 million, non-GAAP operating margin of approximately 25%, GAAP EPS in the range of $0.19 to $0.21, and non-GAAP EPS in the range of $0.30 to $0.32.
Approximately 90% of revenue expected to come from beginning backlog.
You will find guidance for additional items in the CFO commentary.
I want to add a few additional comments on the outlook.
Bookings for 2017 are expected to exceed $2 billion, with a weighted average contract life of 2.4 to 2.6 years.
Going forward, we do not intend to comment on bookings or weighted average contract life.
We introduced bookings guidance in the early days of the license model transition, but the model has now been mature for several years.
Maintaining flexibility over the timing of bookings will facilitate our goal, driving consistent, scalable revenue growth within the context of stable revenue recognition model while preserving the quality of bookings.
I also want to remind you, as in the past, that the hardware and IP have become a larger portion of our business.
There may be more variation in quarter-to-quarter results.
I want to conclude by talking about my own plans.
As you know by now, I'm extending my retirement date until March 31, 2018.
Cadence is very important to me and I decided I wanted to continue to partner with Lip-Bu for another year as we drive the Company forward towards our goals.
So with that, Shannon, we'll now take questions.
Operator
(Operator Instructions)
Farhan Ahmad, Credit Suisse.
- Analyst
Hi, thanks for taking my question.
Lip-Bu, can you provide some color on growth by different end-market segments that you expect between your function verification, digital IC in this year?
- President and CEO
Yes, Farhan, I think your question is the growth on the functional verification and the digital side.
I think overall, I think I will give you the high level and then Geoff can provide you more detail.
So far, in terms of our verification side, we are doing well and this is the fastest-growing for our customers, and our verification suite, that, as I mentioned in my script, and now we have Incisive simulation, JasperGold for formal verification, Palladium for emulation, and then Protium for FPGA, and just let me address one by one.
First of all, I think that JasperGold, as I mentioned, we have record revenue in 2016.
This is a segment leader and is very well received by the customer.
And then our simulation, the Incisive right now with the Rocketick integration has done very well, and the key customer in the early adopter engagement have been very, very positive.
They see a tremendous simulation speed-up with the multi-core parallel simulation, so I think stay tuned.
I think that one we should do very well.
And then hardware, we had a record in our first year, full year in the market.
We mentioned a couple of 29 new [did logos],11 are system companies, and we mentioned a couple of leading semiconductor companies, including Cavium, Innovium.
So I think, overall, we are very excited about this whole verification suite that we provide and it's really, really critical for our customer so we are excited about it.
On the digital front, I think we are doing really well and I mentioned to you we are very focused on the top 20 customers.
And that, we see it more than 20% growth in these customers.
And overall, our signoff and digital are growing at the 99% for the year, and we expect additional proliferation in 2017.
We mentioned about 16 of the top 20 semiconductor already embrace and adopt Innovus, and then 4 of the top 5 mobile chip designers, and then they are using us.
And also, we are very proud in the performance on the large GPU design.
So overall -- and then we also highlighted the [Calcom] enter a very important agreement with us, and they expand the commitment to the Cadence.
So I think overall, the digital, we have other investment we make, and now we are starting to see the pay off and the proliferation will accelerate in 2017.
- SVP and CFO
So a little bit of color, we don't guide specific questions, but a little bit of color perhaps.
We do expect good growth across our core software business, especially in digital and signoff.
We expect IP to rebound and have at least 10% growth.
And we expect another strong year for hardware, but want you to recognize we're coming off a phenomenal year with record revenue, meaning that the year-over-year comps may be difficult in hardware.
- Analyst
Got it.
And Lip-Bu, can you talk about maybe we are in AR and the role that your IP is playing in HoloLens and how big of an opportunity do you see that growing for you over time?
- President and CEO
We are excited about this whole ARD.
I mentioned a couple of areas that we are (inaudible) to put down on it.
Now clearly, we know that [ALDI] is a very important area, and then clearly, the machine learning is very, very important.
And then those actually, the Tensilica and a couple of our tool can really is helping our customer to design the best product.
And then so, on the ARD, clearly, this is a emerging whole experience for not just entertainment like the gaming or entertainment like games, the live game broadcast and also I think for education for multiple applications.
So we are seeing that quietly building up, and the Tensilica being the programmable, low-power, and the engine that turned out to be very useful for that and the same thing for the machine learning.
And then the other part in this whole AR/VR, our audio player very important role, and then we have the industry standard audio that can be very exciting.
And then you touched a little bit about the Microsoft.
We are very happy.
They announced they're using 24 Tensilica processor for their HoloLens, and then they are making good progress in the marketplace.
We are excited about it.
- Analyst
Thank you.
That's all I have.
- President and CEO
Thank you.
Operator
Monika Garg, Pacific Crest.
- Analyst
Yes, hi, thanks for taking my question.
Geoff, first this new revenue recognition model, can you talk about when do you expect to implemented and any impact to your current revenue recognition model?
- SVP and CFO
Yes, so I'll start.
We do expect to retain a recurring revenue treatment, but we're currently working through the details of the new standard with our advisors to determine how we will implement it and what impact, if any, it will have.
There's still a lot of work to do so stay tuned.
- Analyst
Any initial assessment do you think it could impact your model or not?
- SVP and CFO
Again, we expect to retain recurring revenue treatment, Monika.
- Analyst
Got it.
Okay.
Then a couple of months back, Siemens announced the acquisition of Mentor.
Maybe could you talk about how do you see that impacting the EDA industry in Cadence?
- President and CEO
Sure, this is Lip-Bu, Monika, and I think, clearly, Mentor is a good competitor and it will remain an important competitor.
We are not the place to comment or speculate as that's pending for transaction.
But one thing that highlights the importance of SDE and then the EDA is part of that SDE System Design Enablement.
We are excited about that, tying to our overall strategy in terms of more supporting to the system company, and some of the new vertical markets that I highlight, like for example the military and defense, automotive, and then some of these industrial application like IoT and machine learning across all the infrastructure in the cloud and the intelligence into the medical.
I think there going to be a lot of opportunity open up.
- Analyst
Got it.
Just the last one, customized design for two [consecutive] years has grown less than 5%.
Anything particular there or do you think customized design is a lower growth market then digital?
Thank you.
- President and CEO
Custom analog, as you know, we are the leader, and clearly, when you are the position, sometimes the growth is not going to be higher.
But we continue to drive the leadership, and then we drive the most advanced set of custom and analog.
And in fact, right now we also tried to tie in with our strength in the digital side to provide the mix-signal solution to our customers.
And in fact, we have a couple of new encouragement points in our adoption of our next-generation product, the new Virtuoso suite.
Actually it's ahead of our expectation and we are very pleased with that.
And also adopted by over 100 customers.
And then the other part is that the Spectre XPS, our new FastSPICE simulator, and now have over 70 customers on the SRAM side.
And now we're starting to apply and expand into the mixed-signal side.
So I think all I can highlight is that we have a strong position.
We continue to drive the leadership on that.
And then the other part is we also drive some of the new, emerging opportunities like IoT, automotive, and then mixed-signal application that we can really drive, continue the leadership.
- Analyst
Got it.
Thank you so much.
- President and CEO
Thank you.
Operator
Mitch Steves, RBC Capital Markets.
- Analyst
Hi guys, thanks for taking my question.
I just had one on the actual systems side of the business.
So far, just based on your comments, it sounds like R&D spending hasn't really been impacted by consolidation, so the semiconductor piece should be fine.
But how do we think about the systems piece in terms of how that growth rate is comparing at a relative basis to overall semiconductor R&D spend?
- President and CEO
Mitch, let me try to answer that.
That's why I think it's important to understanding our System Design Enablement strategy.
This is expanding beyond our EDA towards -- expanding to also the system company and some of the new verticals that we are pursuing.
And then just like we did in the semiconductor side, the ecosystem partnership become very important, like for example, in the semiconductor side in the early days, we were very focused on [arm], we are very focused on TSMC.
Same thing, we are starting to be very focused on networks that we are now, on system-level design and circuit-level implementation.
Arrow Electronics and some of these packaging become very important with TSMC.
And then, some of the verticals we are pursuing, a couple of them we highlight is aerospace and defense, and then with our expanded partnership with Northrop Grumman and the BAE, and then continue to stay tuned, we will tell you more.
And then also our expanded partnership with the GE aviation side.
And then on the automotive side, we highlight a couple of pointers to you, mobile [eyes] engaging with us on the Palladium Z1, Infinium, engaging with us on the automotive function safety.
And then some of this enablement in terms of automotive application on the TSMC 60-nanometer FinFET, and also, we have a dedicated team right now on the automotive and aerospace and defense.
And then we also highlight some of the IP engagement with the Japanese customer on automotive application, and also in our data center is another area that we are focusing on.
Beside our data center IP, our hardware with Cavium, Innovium, and their engagement, and I think stay tuned.
So I think over time we're going to show you how we're going to expand that strategy.
And then from that strategy, I think we highlight not just new area actually, is enhanced our core EDA to drive even more adoptions.
And then leverage on some of the refined IP strategy that we focus on, and then to drive some of the success in the expanded ecosystem.
- SVP and CFO
Just a little bit, Mitch, on the numbers.
The systems business is approximately 40% of our business.
It has expanded our TAM and it's growing nicely.
- Analyst
Okay.
Got it.
Thank you very much.
- President and CEO
Thank you.
Operator
Krish Sankar, BofA Merrill Lynch.
- Analyst
Thanks for taking my question.
I had a few of them.
Firstly, (inaudible) Geoff, I'm just trying to understand on your guidance, is there a way you can quantify the negative impact from the semiconductor customer consolidation and the positive from your share gains and product traction?
Or is the impact of any consolidation overblown that it's really de minimus?
And then I had a few follow-ups.
- SVP and CFO
Yes, Krish, it's really de minimus with revenue from consolidation.
And again, I think there's also opportunity that come from consolidation to us that are harder to track for 2017.
It's de minimus for 2017.
- Analyst
Got it, got it, and then a couple of other questions.
One is your hardware business, I'm guessing that includes emulation and SPG prototyping.
Is there a way to quantify the market size in 2017 for each of those two categories?
- SVP and CFO
I think it's kind of hard.
I think what we have generally said is both of these businesses are growing because of a secular trend, which is benefiting the whole industry.
And certainly as you saw, we had a record year last year in hardware, particularly driven by the Z1.
- President and CEO
And in some way for the advance-node complex silicon and systems design, hardware emulation is very critical.
So that they can -- they're shipping the product faster because whatever their design, they can verify much closer.
And then there's hardware/software codesign, coverification, it's [ready to] bottleneck.
And so, we're going to see continued growth in the demands, and Palladium Z1 is really [end of pipe class].
People love it, and then the customers, when they're starting to use Palladium, and they just find they want to buy more because the capacity requirement, the benefit they receive, and then time to market improvement is tremendous value to them and that's why we see very good growth for us.
- Analyst
Got it.
And then the final question, the operating margins expanding about 100 basis points this year, is it primarily a function of some of the digital investments winding down now that you're getting the traction.
Or is there something else going on that actually high 20%, 30% off margin in the future is probably a reality?
- SVP and CFO
So, glad you noticed that our operating margin improved by 100 basis points.
I think it's less that we are continuing to make investment, but I think we're seeing the results of investment show up with extremely strong digital growth last year and particularly in Q4.
And we expect that growth to continue into the next year.
Plus the results from all the rest of our businesses rolling in.
- President and CEO
And in some ways, Geoff and I, we continue to drive the productivity efficiency and to drive success and then scale the business.
- Analyst
Got it.
Thanks, guys.
Thank you.
- President and CEO
Thank you.
Operator
Jay Vleeschhouwer, Griffin Securities.
- Analyst
Thank you, good evening.
Lip-Bu and Geoff, you noted a couple of times that the semi consolidation had had a minimal impact.
And that, in itself, is not too terribly surprising.
But the question really is, when we consider actual levels of semi R&D, is there some rate of growth that you think you do need to see to sustain your growth in [EDA]?
The reason I ask is when you look at a composite of semi R&D, at least for the third quarter of last year, the latest data available, semi R&D does appear to have somewhat declined sequentially Q1 through Q3 of last year, was flat to slightly down year over year not too terribly much, but that's helped you keep a minimal impact.
But what level of growth, if any, do you think you really need to see in semi R&D, setting aside systems customers, to sustain your core EDA growth?
- President and CEO
Jay, let me start first.
I think now clearly, our focus on the leading company, the top 20.
And when they do more and more consolidation, actually it's very interesting, they actually spend more money in R&D because they want to continue their leadership.
So by focusing on the right customer and then really drive efficiency, drive the most innovating products to help them.
And I think we're going to see that opportunity for us, so that's why I think the impact is minimum.
And then, secondly, we are very well-positioned to getting greater opportunity going forward.
And also I think I mentioned earlier the system company, the SDE strategy that we are pursuing, we get that.
And also I think that China, the (inaudible) semiconductor company, we're now very determined to get a domestic semi-conductor ecosystem industry, and we are well-positioned to work closely with those customers to help them successful.
So I think overall, I think we do the right thing and then focus with the right customer and engage heavily on the customer with the innovation product.
And at the end of the day, I always strongly believe the best product wins.
- Analyst
Okay, the follow-up question is how you're thinking about some of your internal investment priorities for 2017 and beyond.
When we consider your need to hire people or bring people on, one thing we noticed recently was an unusually large increase in job openings that you're looking to fill in Asia, much more pronounced than we'd seen before.
And again, that in itself is also logical given the importance of that market to EDA.
But how are you thinking about your headcount expansion plans, at least in that part of the world from a geo perspective?
And then from a product perspective, one of the areas that we noticed that you seemingly are looking to spend more on or add people in is synthesis, which is interesting too because Synopsys seems to be doing the same thing and Mentor to some extent.
So perhaps you could talk a little bit about what's going on in the synthesis market that has otherwise been pretty flat towards revenues are concerned for the last many years.
- President and CEO
So I think, Jay, let me answer the -- try to answer the R&D side, and then Geoff can talk about the other portion in terms of internal priority.
From the R&D point of view, I think clearly, we will continue investing in digital and signoff, because we are proliferating with our customers, the leading customer.
And then secondly, we're going to continue to double down on some of the verification side, because that's where the bottleneck on some of the customer shipments.
And then in terms of the digital signoff, just go a little deeper, and we are right now very focused on the full flow.
So not just the place in route, the signoff.
Synthesis is a very important.
We have a new product came out, very well received.
And right now, our priority focus is full flow and the customer looking for full-flow optimization productivity gain in terms of the PPA, performance power and area and the runtime so that it can drive their efficiency.
So I think that part, we're going to continue to double down.
And then the other part, we are really exciting is the IP business and because the outsourcing trend is accelerating.
And then also the Tensilica, we talk a little bit more earlier in the machine learning.
I'm a big fan of the machine learning and the [VR/AR], and then some of these infrastructure changes, they're more programmable and more power efficiency.
And that really plays into the Tensilica strength.
So I think all in all, I think we have all the right elements.
I think the key challenge for us is really drive customer success and recruit the best talent in the industry outside the industry, globally if we can get one.
And then continue to do the innovation and then make sure that customer's successful in a timely fashion in their design, and then the (inaudible).
So I think that's our high priority.
- Analyst
All right, and then lastly for Geoff on emulation, your cost of revenue for product and maintenance increased sequentially by about $19 million from the third quarter.
So just to be clear, $13 million of that was due to the write-down for XP2, which perhaps has reached end of life now, and therefore, the remaining $6 million or $7 million or so would've been largely tied to a sequential increase in hardware from Q3.
And therefore there would have been a strong, by inference, sequential increase in emulation revenue for the quarter, possibly leading to a record quarter for hardware in Q4.
- SVP and CFO
Yes, so on the reserves, yes, we took a $13 million charge in Q4 for XP, not just XP2, but XP as we're reaching the end of life of that product.
That was on top of $5 million in Q3, and so that was the major thing.
We're not breaking out hardware beyond that in Q4.
But as we have said, hardware was a record year last year, mostly driven by Z1.
- Analyst
Thank you.
Operator
Rich Valera, Needham & Company.
- Analyst
Thank you.
Lip-Bu, I was wondering how you would characterize the macro environment for your customers entering 2017 versus 2016?
I know you mentioned that semis look a little bit better this year with at least some growth expected.
But can you just put in your own words how you think about the environment this year versus last year?
- President and CEO
As I mentioned, the environment, from what I see, is improved slightly.
And I think it's not in general; I think it's more sector-specific, from my point of view.
I think that I like what I see and engage with the customer.
I think automotive and as you all know, the ADAS, the self-driving is a lot of excitement going on right now.
And AR/VR there a lot -- a whole suite of new players coming up.
And then (inaudible) infrastructure is something that I'm very dear to my heart, and clearly, the scalability of the hyperscale Web services, they have a changing -- they're driving the new changes.
And then in terms of more programmability and more scalability, in terms of the storage requirement.
And then, of course, the IoT, not just the consumer IoT, a lot of industrial IoT to drive productivity and to drive efficiency and more intelligent and machine learning, deep learning on the cloud and on [H].
And then there's a lot of changing landscape, and of course the whole aerospace and defense application and the requirements.
So those I think drive the 2017 semi-conductor growth and I'm excited about it.
And I think Cadence is well-positioned to capture some of this.
And then clearly they are driving some of the most advanced nodes and designs.
And also they are looking a holistic approach from just design all the way to verification to the PCB board packaging design, and then all the way to the system hardware software design and verification.
And I like what we have in the entire portfolio.
- Analyst
Got it.
Thank you for that, Lip-Bu.
A question for Geoff, and first, glad to hear you'll be staying on for another year, Geoff.
A question, just want to revisit the operating margin.
It is nice to see that you're guiding for about 1 percentage increase this year.
Just wondering going back a ways, there was a point when you guys talked about a target incremental operating margin.
And I know you got away from that as you got into the investment mode here.
Is there any thought of getting back to that target as you move forward, some kind of target for leverage in the model or are we going to play this year by year?
- SVP and CFO
Our strategic priority, Rich, remains to develop innovative products and to derive customer value, customer success.
And so that remains our concentration.
But as you noted, we started guiding 2015 at 25%, 2016 at 26%, and this year at 27%.
So we are seeing the impact of those investments working out.
So I think that's a positive, but we're not guiding -- we're concentrating on strategic priority which is innovative products.
- Analyst
Got it.
And then just with respect to the written-down emulation product, if you sell that product, are you guys going to call that out in your COGS?
Essentially, you have zero-cost inventory now?
- SVP and CFO
Yes, if we happen to sell stuff it would be largely at zero cost.
We also have maintenance requirements going forward on the XPs that are out there in the field, so that will also consume some inventory.
So yes, if we're selling at zero COGS, as you know, the SEC requires you to disclose how much was sold at zero COGS, so we'll let you know.
- Analyst
Okay.
Very good.
Thanks very much, gentlemen.
- President and CEO
Thank you.
Operator
Sterling Auty, JPMorgan.
- Analyst
Thanks.
Hi guys.
Wanted to drill into first the 20% growth with the top 20 semi companies.
Is there additional color you can give us in terms of how much of that was expanding usage by more design teams versus taking down additional tools versus selling to new top 20 that you weren't doing as much or maybe any business with previously?
- President and CEO
Sterling, let me start first.
Clearly we are excited in our investments, I think the payoff now, and I think clearly, in terms of our entire new suite of tools that we develop.
And clearly, customers see the benefit in terms of the performance power area and runtime, and can help them to drive these complex designs.
So the top 20 semiconductor company, there are some -- several top-tier system company really adopting the Innovus.
And then right now we are working closely with them in terms of full-flow design, and that is very important so that they can really count on us to design their most complex chip and can be fabricated in the most advanced node, the 10, the 7-nanometer, and toward, later on to the 5 nanometer.
So I think overall, they are basically start with, work with us and then adopting some of our tools.
And now we are starting to not just a couple of projects.
Now there are group on that design and either the CPU or either it's a GPU or either a specific SOC that they are starting to adopt, making us as a standard for the design, and that is huge for us.
And then right now, baseball terminology, we are in the third inning now, and then the fourth and fifth inning will be really driving the success in terms of fully proliferate across all their engineering team.
- Analyst
Got you.
And then one follow-up would be, Geoff, I think the non-GAAP R&D expenses drop sequentially more than I have seen, in my memory anyway.
Was that just the timing of the restructuring or what other items drove that?
And is there any snapback that we should expect in that R&D spend in the first half of 2017?
- SVP and CFO
Yes, so a couple things always happen in the later half of the year for us, Q3 and in Q4.
First is the Social Security goes down and frequently to 0 as people go over the Social Security cap.
Second is the vacation time goes up in the second half of the year, both in Q3 for summer and in Q4 for the holidays.
Those two obviously are the biggest drivers, and you should expect some snapback in R&D in Q1 as a result.
- Analyst
Got it.
Thank you, guys.
- President and CEO
Thank you.
Operator
I would now like to turn the call back to Mr. Lip-Bu Tan for closing remarks.
- President and CEO
In closing, 2016 was a year of great success and 2017 present us with exciting opportunities.
I would like to thank all of our shareholders, customers, and partners, Board of Directors, and hard-working employees for their continued support.
Thank you all for joining us this afternoon.
Operator
Thank you for participating in today's Cadence Design Systems fourth-quarter and FY16 earnings conference call.
This concludes today's call.
You may now disconnect.