0000719739 sivb:OtherDerivativeInstrumentsMember us-gaap:NondesignatedMember sivb:OtherNoninterestIncomeMember 2017-01-01 2017-12-31


UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
xANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 20172019
OR
¨TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from          to         .
Commission File Number: 000-15637
 
SVB FINANCIAL GROUP
(Exact name of registrant as specified in its charter)
Delaware 91-1962278
(State or other jurisdiction of incorporation or organization) (I.R.S. Employer Identification No.)
3003 Tasman Drive, Santa Clara, California95054-1191
(Address of principal executive offices)(Zip Code)
3003 Tasman Drive, Santa Clara, California95054-1191
(Address of principal executive offices) (Zip Code)
(408) 654-7400
(Registrant’s telephone number, including area code: (408) 654-7400code) 
 Securities registered pursuant to Section 12(b) of the Act:
Title of each class Trading Symbol
Name of each exchange on which registered
Common stock, par value $0.001 per share NASDAQ Global SelectSIVBThe Nasdaq Stock Market LLC
Depositary shares, each representing a 1/40th ownership interest in a share of 5.250% Fixed-Rate Non-Cumulative Perpetual Preferred Stock, Series ASIVBPThe Nasdaq Stock Market LLC
Securities registered pursuant to Section 12(g) of the Act:     None
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yesx No ¨
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. Yes ¨Nox
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yesx No ¨
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files). Yesx No ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§229.405 of this chapter) is not contained herein, and will not be contained, to the best of registrant's knowledge, in definitive proxy or information statements incorporated by reference in Part III of the Form 10-K or any amendment to the Form 10-K.    x
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Exchange Act.    
 Large accelerated filerx Accelerated filer¨  
 Non-accelerated filer  ¨(Do not check if a smallerSmaller reporting company)
company
  
 Smaller reporting company¨ Emerging growth company¨  


If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.  ¨
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes ¨ No x
The aggregate market value of the voting and non-voting common equity securities held by non-affiliates of the registrant as of June 30, 2017,2019, the last business day of the registrant's most recently completed second fiscal quarter, based upon the closing price of its common stock on such date, on the NASDAQ Global Select Market was $9,261,347,942.$11,580,246,470.
At January 31, 2018, 52,874,1882020, 51,622,841 shares of the registrant’s common stock ($0.001 par value) were outstanding.
Documents Incorporated by Reference
Parts of Form 10-K Into Which Incorporated
Definitive proxy statement for the Company's 20182020 Annual Meeting of Stockholders to be filed within 120 days of the end of the fiscal year ended December 31, 20172019Part III

TABLE OF CONTENTS
 
   Page
    
PART I.Item 1.
    
 Item 1A.
    
 Item 1B.
Item 2.
Item 3.
Item 4.
PART II.Item 5.
Item 6.
Item 7.
    
 Item 2.
Item 3.
Item 4.
PART II.Item 5.
Item 6.
Item 7.
Item 7A.
    
 Item 8.
    
  
    
  
    
 
Item 9.
    
 Item 9A.
   
 Item 9B.
    
PART III.Item 10.
    
 Item 11.
    
 Item 12.
    
 Item 13.
    
 Item 14.
    
PART IV.Item 15.
    
 Item 16.

    

Glossary of Frequently-used Acronyms in this Report

AICPA— American Institute of Certified Public Accountants
AFS— Available-for-Sale
ALL— Allowance for loan losses
ASC— Accounting Standards Codification
ASU— Accounting Standards Update
CET—CET 1 — Common Equity Tier 1
DBO— California Department of Business Oversight - Division of Financial Institutions
EHOP— Employee Home Ownership Program of the Company
EPS— Earnings Per Share
ERI— Energy and Resource Innovation
ESOP— Employee Stock Ownership Plan of the Company
ESPP— 1999 Employee Stock Purchase Plan of the Company
FASB— Financial Accounting Standards Board
FDIC— Federal Deposit Insurance Corporation
FHLB— Federal Home Loan Bank
FINRA— Financial Industry Regulatory Authority
FRB— Federal Reserve Bank
FTE— Full-Time Employee
FTP— Funds Transfer Pricing
GAAP— Accounting principles generally accepted in the United States of America
HTM— Held-to-Maturity
IASB— International Accounting Standards Board
IFRS— International Financial Reporting Standards
IPO— Initial Public Offering
IRS— Internal Revenue Service
IT— Information Technology
LIBOR— London Interbank Offered Rate
M&A— MergerMergers and AcquisitionAcquisitions
OTTI— Other Than Temporary Impairment
SEC— Securities and Exchange Commission

SPD-SVB— SPD Silicon Valley Bank Co. Ltd. (the Bank's joint venture bank in China)
SVBIF— SVB India Finance Private Limited (the Bank's non-banking financial company in India)
TDR— Troubled Debt Restructuring
UK— United Kingdom
VIE— Variable Interest Entity

Forward-Looking Statements
This Annual Report on Form 10-K, including in particular “Management’s Discussion and Analysis of Financial Condition and Results of Operations” under Part II, Item 7 of this report, contains forward-looking statements within the meaning of the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. In addition, management has in the past and may in the future make forward-looking statements to analysts, investors, representatives of the media and others. Forward-looking statements are statements that are not historical facts and represent only our beliefs regarding future events. Broadly speaking, forward-looking statements include, but are not limited to, the following:


Financial projections, including with respect to our net interest income, noninterest income, earnings per share, noninterest expenses (including professional services, compliance, compensation and other costs), cash flows, balance sheet positions, capital expenditures, liquidity and capitalization or other financial items;
Descriptions of our strategic initiatives, plans or objectives for future operations, including pending sales or acquisitions;
Forecasts of private equity and venture capital funding and investment levels;
Forecasts of future interest rates, economic performance, and income from investments;
Forecasts of expected levels of provisions for loan losses, loan growth and client funds; and
Descriptions of assumptions underlying or relating to any of the foregoing.


You can identify these and other forward-looking statements by the use of words such as “becoming,” “may,” “will,” “should,” "could," "would," “predict,” “potential,” “continue,” “anticipate,” “believe,” “estimate,” “assume,” “seek,” “expect,” “plan,” “intend,” the negative of such words or comparable terminology. Forward-looking statements are neither historical facts nor assurances of future performance. Although we believe that the expectations reflected in these forward-looking statements are reasonable, we have based these expectations on our current beliefs as well as our assumptions, and such expectations may prove to be incorrect. Because forward-looking statements relate to the future, they are subject to inherent uncertainties, risks and changes in circumstances that are difficult to predict and many of which are outside of our control. Our actual results of operations and financial performance could differ significantly from those expressed in or implied by our management’s forward-looking statements. Important factors that could cause our actual results and financial condition to differ from the expectations stated in the forward-looking statements include, among others:
 
Market and economic conditions, including the interest rate environment, and the associated impact on us;
The credit profile and credit quality of our loan portfolio and volatility of our levels of nonperforming assets and charge-offs;
The adequacy of our allowance for loan losses and the need to make provisions for loan losses for any period;
The borrowing needs of our clients;
The sufficiency of our capital and liquidity positions;
The levels of loans, deposits and client investment fund balances;
The performance of our portfolio investments as well as the general condition of the public and private equity and mergers and acquisitions markets and their impact on our investments, including equity warrant assets, venture capital and private equity funds and direct equity investments;
Our overall investment plans and strategies as well as the realization, timing, valuation and performance of our equity or other investments;
The levels of public offerings, mergers and acquisitions and venture capital investment activity of our clients that may impact the borrowing needs of our clients;clients and demand for our investment banking and other services;
The occurrence of fraudulent activity, including breaches of our information security or cyber security-related incidents;
Business disruptions and interruptions due to natural disasters and other external events;
The impact on our reputation and business from our interactions with business partners, counterparties, service providers and other third parties;
Expansion of our business internationally;internationally, and the impact of international market and economic events on us;
Our ability to maintain or increase our market share through successfully implementing our business strategy and undertaking new business initiatives, including through the integration of SVB Leerink;
The impact of governmental policy, legal requirements and regulations including Dodd-Frank Wall Street Reform and Consumer Protection Act (the "Dodd-Frank Act"), regulations promulgated by the Board of Governors of the Federal Reserve System (the "Federal Reserve"), and other regulatory requirements;
The impact of lawsuits and claims, as well as legal or regulatory proceedings;
The impact of changes in accounting standards and tax laws, including the expected impact of the Tax Cuts and Jobs Act (the "TCJ Act");laws;
The levels of equity capital available to our client or portfolio companies;
The effectiveness of our risk management framework and quantitative models;

Our ability to maintain or increase our market share, including through successfully implementing our business strategy and undertaking new business initiatives; and
Other factors as discussed in “Risk Factors” under Part I, Item 1A of this report.

 
Accordingly, you are cautioned not to place undue reliance on forward-looking statements. We urge investors to consider all of these factors, among others, carefully in evaluating the forward-looking statements contained in this Annual Report on Form 10-K. All subsequent written or oral forward-looking statements attributable to us or persons acting on our behalf are expressly qualified in their entirety by these cautionary statements. The forward-looking statements included in this filing are made only as of the date of this filing. We assume no obligation and do not intend to revise or update any forward-looking statements contained in this Annual Report on Form 10-K, except as required by law.

PART I.
ITEM 1.BUSINESS
General
SVB Financial Group ("SVB Financial") is a diversified financial services company, as well as a bank holding company and a financial holding company. SVB Financial was incorporated in the state of Delaware in March 1999. Through our various subsidiaries and divisions, we offer a diverse set of banking and financial products and services to clients across the United States, as well as in key international innovation markets. For more than 35 years, we have been dedicated to helping support entrepreneurs and clients of all sizes and stages throughout their life cycles, primarily in the technology, life science/healthcare, private equity/venture capital and premium wine industries.
We offer commercial and private banking products and services through our principal subsidiary, Silicon Valley Bank (the “Bank”), which is a California state-chartered bank founded in 1983 and a member of the Federal Reserve System. The Bank and its subsidiaries also offer asset management, private wealth management and other investment services. In addition, through SVB Financial's other subsidiaries and divisions, we offer investment banking services and non-banking products and services, such as funds management venture capital and private equity investment. In addition, weM&A advisory services. We focus on cultivating strong relationships with firms within the private equity and venture capital community worldwide, many of which are also our clients and may invest in our corporate clients.
As of December 31, 2017,2019, on a consolidated basis, we had total assets of $51.2$71.0 billion,, total investment securities of $24.4$29.1 billion,, total loans, net of unearned income, of $23.1$33.2 billion,, total deposits of $44.3$61.8 billion and total SVB Financial stockholders' equity of $4.2 billion.$6.5 billion.
Headquartered in Santa Clara, CA, we operate in key innovation markets in the United States and around the world. Our corporate office is located at 3003 Tasman Drive, Santa Clara, California 95054, and our telephone number is (408) 654-7400.
When we refer to “SVB Financial Group,” "SVBFG," the “Company,” “we,” “our,” “us” or use similar words, we mean SVB Financial Group and all of its subsidiaries collectively, including the Bank. When we refer to “SVB Financial” or the “Parent” we are referring only to our parent company entity, SVB Financial Group (not including subsidiaries).
Business Overview
For reporting purposes, SVB Financial Group has threefour operating segments for which we report financial information in this report: Global Commercial Bank, SVB Private Bank, SVB Capital and SVB Capital.Leerink.
Global Commercial Bank
Our Global Commercial Bank segment is comprised of results primarily from our Commercial Bank, our Global Funds Banking (formerly Private EquityEquity) Division, SVB Wine SVB Analytics and our Debt Fund Investments, each as further described below.
Commercial Bank. Our Commercial Bank products and services are provided by the Bank and its subsidiaries to commercial clients primarily in the technology, life science/healthcare and private equity/venture capital industries. The Bank provides solutions to the financial needs of commercial clients through credit, treasury management, foreign exchange, trade finance and other services. We broadly serve clients within the U.S., as well as non-U.S. clients in key international innovation markets.
Through our credit products and services, the Bank extends loans and other credit facilities to commercial clients. In particular, credit products and services include traditional term loans, equipment loans, asset-based loans, revolving lines of credit, accounts-receivable-based lines of credit, capital call lines of credit and credit cards. These loans may be secured by clients' assets or future cash flows or may be unsecured.
The Bank's treasury management products and services include a wide range of deposits and receivables, payments and cash management solutions accessible through our expanding online and mobile banking platforms. Deposit products include business and analysis checking accounts, money market accounts, multi-currency accounts, in-country bank accounts and sweep accounts. In connection with deposit services, the Bank provides receivables services, which include merchant services, remote capture, lockbox, electronic deposit capture and fraud control services. Payment and cash management products and services include wire transfer and automated clearing house payment services to enable clients to transfer funds more quickly, as well as business bill pay, business credit and debit cards, account analysis and disbursement services.
The Bank's foreign exchange and trade products and services help to facilitate clients' global finance and business needs. These products and services include foreign exchange services that help commercial clients to manage their foreign currency needs and risks through the purchase and sale of currencies, swaps and hedges on the global inter-bank market. The Bank also offers letters of credit, including export, import and standby letters of credit, to enable clients to ship and receive goods globally.

The Bank and its subsidiaries also offer a variety of investment services and solutions to its clients that enable them to more effectively manage their assets. For example, through its registered investment advisory subsidiary, SVB Asset Management, the Bank offers discretionary investment advisory services based on its clients' investment policies, strategies and objectives. The Bank also offers investment solutions through our repurchase agreement program.
Global Funds Banking (formerly Private EquityEquity) Division. Our Private EquityGlobal Funds Banking Division provides banking products and services primarily to our global private equity and venture capital clients.
SVB Wine. SVB Wine provides banking products and services to our premium wine industry clients, including vineyard development loans.
SVB Analytics. SVB Analytics, Inc. ("SVB Analytics") previously provided equity valuation services to companies and private equity/venture capital firms and currently provides research for investors and companies in the innovation economy. In September 2017, SVB Analytics sold its equity valuation services business.
Debt Fund Investments. Debt Fund Investments is comprised of our investments in debt funds in which we are a strategic investor: (i) funds managed by Gold Hill Capital, which provide secured debt to private companies of all stages, and (ii) funds managed by Partners for Growth LLC, which provide secured debt primarily to mid-stage and late-stage companies.
SVB Private Bank
SVB Private Bank is the private banking division of the Bank, which provides a range of personal financial solutions for consumers. Our clients are primarily private equity/venture capital professionals and executive leaders of the innovation companies they support. We offer a customized suite of private banking services, including mortgages, home equity lines of credit, restricted stock purchase loans, capital call lines of credit and other secured and unsecured lending products. We also help our private banking clients meet their cash management needs by providing deposit account products and services, including checking, money market, certificates of deposit accounts, online banking, credit cards and other personalized banking services. SVB Private Bank also includes SVB Wealth Advisory, an investment advisory subsidiary of the Bank, which provides private wealth management services to individual clients.
SVB Capital
SVB Capital is the venture capital investment arm of SVB Financial Group, which focuses primarily on funds management. SVB Capital manages over $3.0$4.5 billion of funds on behalf of third party limited partner investors and, on a more limited basis, SVB Financial Group. The SVB Capital family of funds is comprised of direct venture funds that invest in companies and funds of funds that invest in other venture capital funds. SVB Capital generates income for the Company primarily through investment returns (including carried interest) and management fees. See Note 2-2—“Summary of Significant Accounting Policies-Principles of Consolidation and Presentation”Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.report for additional details.
SVB Leerink
On January 4, 2019, we acquired Leerink Holdings LLC (now SVB Leerink Holdings LLC), the Boston-based parent company of healthcare and life science investment bank Leerink Partners LLC (now SVB Leerink LLC) ("SVB Leerink"). SVB Leerink is an investment bank specializing in equity and convertible capital markets, M&A, equity research and sales and trading for growth- and innovation-minded healthcare and life science companies and operates as a wholly-owned subsidiary of SVB Financial. SVB Leerink provides investment banking services across all subsectors of healthcare including biotechnology, pharmaceuticals, medical devices, diagnostic and life science tools, healthcare services and digital health. SVB Leerink focuses on two primary lines of business: (i) investment banking focused on providing companies with capital-raising services, financial advice on mergers and acquisitions, sales and trading services and equity research, and (ii) sponsorship of private investment funds.
For more information about our threefour operating segments, including financial information and results of operations, see “Management's Discussion and Analysis of Financial Condition and Results of Operations-Operating Segment Results” under Part II, Item 7 of this report, and Note 22—25—“Segment Reporting” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Revenue Sources
Our total revenue is comprised of our net interest income and noninterest income. Net interest income on a fully taxable equivalent basis and noninterest income for the year ended December 31, 20172019 were $1.4$2.1 billion and $557 million,$1.2 billion, respectively.
Net interest income accounts for the major portion of our earnings. It is comprised primarily of income generated from interest rate spread differences between the interest rates received on interest-earning assets, such as loans extended to clients and securities held in our fixed income securities portfolio, and the interest rates paid by us on interest-bearing liabilities, such as deposits and borrowings. Our deposits are largely obtained from commercial clients within our technology, life science/healthcare and private equity/venture capital industry sectors. We also obtain deposits from the premium wine industry commercial clients and from our SVB Private Bank clients. Other than our Private Bank clients, we do not obtain deposits from retail or consumer banking sources.

Noninterest income is primarily income generated from our fee-based services and gains on our investments and derivative securities. We offer a wide range of fee-based financial services to our clients, including global commercial banking, private banking and other business services. We generally refer to revenues generated by such fee-based services as our "core fee income"income," which is comprised of our client investment fees, foreign exchange fees, credit card fees, deposit service charges, credit card fees, lending related fees, client investment fees and letters of credit and standby letters of credit fees. In addition, through the acquisition of SVB Leerink, we offer investment banking and M&A advisory services. We generally refer to our core fee income plus revenues generated by these investment banking and M&A advisory services as “core fee income plus investment banking revenue and commissions. We believe our ability to integrate and cross-sell our diverse financial services to our clients is a strength of our business model. Additionally, we hold available-for-sale, held-to-maturity, non-marketable and marketable investment securities. Subject to applicable regulatory requirements, we manage and invest in private equity/venture

capital funds that invest directly in privately-held companies, as well as funds that invest in other private equity/venture capital funds. Gains on these investments are reported in our consolidated statements of income and include noncontrolling interests. We also recognize gains from warrants to acquire stock in client companies, which we obtain in connection with negotiating credit facilities and certain other services. See “Management's Discussion and Analysis of Financial Condition and Results of Operations-Noninterest Income-Gains on Investment Securities, Net” - and "-Gains"Gains on Equity Warrant Assets, Net" under Part II, Item 7 of this report.
We derive substantially all of our revenue from U.S. clients.We derived less than 10 percent of our total revenues from foreign clients for each of 2017, 20162019, 2018 and 2015.2017.
Client Niches
We provide products and services to serve the needs of our clients in each of the niches described below. We serve our commercial company clients throughout their life cycles, beginning with the emerging, start-up stage and progressing through later stages as their needs mature and expand, primarily in the technology and life science/healthcare industries. We also serve other targeted client niches --- private equity and venture capital firms, premium wine and private banking/wealth management.
Technology and Life Science/Healthcare
We serve a variety of clients in the technology and life science/healthcare industries. Our technology clients tend to be in the industries of:of frontier tech and hardware (such as semiconductors, communications, data, storage and electronics); enterprise and consumer software/internet (such as infrastructure software, applications, software services, digital content and advertising technology), fintech and energy and resource innovation ("ERI"). For loan-related reporting, we report loans to technology clients in the following categories: hardware, software/internet and ERI. Because of the diverse nature of ERI products and services, ERI-related loans are reported under our hardware, software/internet, life science/healthcare and other commercial loan categories, as applicable, for loan-related reporting.applicable. Our life science/healthcare clients primarily tend to be in the industries of biotechnology, medical devices, healthcare information technology and healthcare services. A key component of our technology and life science/healthcare business strategy is to develop relationships with clients at an early stage and offer them banking services that will continue to meet their needs as they mature and expand. We serve these clients primarily through three practices:
Our SVB Accelerator practice focuses on serving our “emerging” or “early-stage” clients. These clients are generally privately-held companies in the start-up or early stages of their life cycles and funded by friends and family, seed or angel investors or have gone through an initial round of venture capital financing. They are typically engaged primarily in research and development activities and may have brought only a few products or services to market, if any. SVB Accelerator clients tend to have annual revenues below $5 million, and many are pre-revenue companies.
Our SVB Growth practice serves our “mid-stage” and “late-stage” clients. These clients are generally privately-held companies in the intermediate or later stages of their life cycles, and are often dependent on venture capital for funding. However, some of these clients are in the more advanced stages of their life cycles and may be publicly-held or poised to become publicly-held. Our SVB Growth clients generally have a more established product or service offering in the market and may be in a period of expansion. SVB Growth clients tend to have annual revenues between $5 million and $75 million.
Our SVB Corporate Finance practice primarily serves our large corporate clients, which are more mature and established companies. These clients are generally publicly-held or large privately-held companies and have a more sophisticated product or service offering in the market. SVB Corporate Finance clients tend to have annual revenues over $75 million.
Our SVB Accelerator practice focuses on serving our “emerging” or “early-stage” clients. These clients are generally privately-held companies in the start-up or early stages of their life cycles and funded by friends and family, seed or angel investors, or have gone through an initial round of venture capital financing. They are typically engaged primarily in research and development activities and may have brought only a few products or services to market, if any. SVB Accelerator clients tend to have annual revenues below $5 million, and many are pre-revenue companies.

Our SVB Growth practice serves our “mid-stage” and “late-stage” clients. These clients are generally privately-held companies in the intermediate or later stages of their life cycles, and are often dependent on venture capital for funding. However, some of these clients are in the more advanced stages of their life cycles and may be publicly-held or poised to become publicly-held. Our SVB Growth clients generally have a more established product or service offering in the market and may be in a period of expansion. SVB Growth clients tend to have annual revenues between $5 million and $75 million.
Our SVB Corporate Finance practice primarily serves our large corporate clients, which are more mature and established companies. These clients are generally publicly-held or large privately-held companies and have a more sophisticated product or service offering in the market. SVB Corporate Finance clients tend to have annual revenues over $75 million.

In addition, our Sponsored Finance group provides debt financing in support of private equity sponsored company acquisitions, primarily technology and life science/healthcare companies.


Private Equity/Venture Capital
We serve clients in the private equity/venture capital community, many of whom are investors in the portfolio company clients to whom we provide banking services. In particular, we provide credit facilities to our private equity/venture capital clients, including capital call lines of credit, the repayment of which is dependent on the payment of capital calls or management fees by the underlying limited partner investors in the funds managed by the firms.
Since our founding, we have cultivated strong relationships within the venture capital community, which has over time expanded into the private equity community. We believe our network helps to facilitate deal flow opportunities between these private equity/venture capital firms and the companies within the markets we serve.


Premium Wine
We are one of the leading providers of financial services to premium wine producers across the Western United States, primarily in California’s Napa Valley, Sonoma County and Central Coast regions, as well as the Pacific Northwest. We focus on vineyards and wineries that produce grapes and premium wines.
Private Bank/Wealth Management
We provide private banking and wealth management services to consumer clients, including private equity/venture capital professionals and executive leaders of the innovation companies we support. We offer private banking, cash management and wealth management services to meet their personal banking and financial needs.


Competition
The banking and financial services industry is highly competitive and continues to evolve as a result of changes in regulation, technology, product delivery systems and the general market and economic climate. Our competitors include other banks, debt funds, specialty and diversified financial services intermediaries and other “Fintech” disruptors that offer lending, leasing, payments, investment, foreign currency exchange, advisory and other financial products and services to our target client base. For example, we compete with alternative lenders, such as “marketplace” lenders, peer-to-peer lenders and other non-traditional lenders that have emerged in recent years. We also compete with non-financial service providers, particularly payment facilitators and processors, as well as other nonbanking technology providers in the payments industry which may offer specialized services to our client base. In addition, we compete with hedge funds and private equity funds.funds, as well as investment banks. The principal competitive factors in our markets include product offerings, service, pricing and transaction size and structure. Given our established market position within the client segments that we serve, our continued efforts to develop products and services, and our ability to integrate and cross-sell our diverse financial services to extend the length of our relationships with our clients, we believe we compete favorably in the markets in our core business areas.
Employees
As of December 31, 2017,2019, we employed 2,4383,564 full-time equivalent employees.
Supervision and Regulation
Our bank and bank holding company operations are subject to extensive regulation by federal and state regulatory agencies. This regulation is intended primarily for the stability of the U.S. banking system as well as the protection of depositors and the Deposit Insurance Fund (the “DIF”). This regulation is not intended for the benefit of our security holders.
As a bank holding company that has elected financial holding company (“FHC”) status, SVB Financial is subject to primary inspection,regulation, supervision, regulation, and examination by the Federal Reserve under the Bank Holding Company Act of 1956, as amended (the “BHC Act”). The Bank, as a California state-chartered bank and a member of the Federal Reserve System, is subject to primary supervision and examination by the Federal Reserve as well as the California Department of Business Oversight (the “DBO”) - Division of Financial Institutions.DBO. In addition, the Bank must comply with certain requirements of the Federal Deposit Insurance Corporation (the “FDIC”),FDIC as, to the extent provided by law, the Bank'sBank’s deposits are insured by the FDIC. Our consumer banking activities also are subject to regulation and supervision by the Consumer Financial Protection Bureau (the “CFPB”). Many of these banking regulations are designed primarily to protect our customers, counterparties and the stability of the U.S. and international banking systems.
SVB Financial and certain of its other non-bank subsidiaries are also subject to regulation by the Federal ReserveSEC and FINRA as well as certain other applicable federal and state regulatory agencies and self-regulatory organizations, including the Securities and Exchange Commission (“SEC”) and the Financial Industry Regulatory Authority (“FINRA”).agencies. In addition, we are subject to regulation by certain foreign regulatory agencies in international jurisdictions where we conduct, or may in the future wish to conduct, business, including the United Kingdom, Israel, Hong Kong, China, Germany and Canada. (See “-International“International Regulation” below.)
The following discussion of statutes and regulations is a summary and does not purport to be complete. This discussion is qualified in its entirety by reference to the statutes and regulations referred to in this discussion. Regulators, the U.S. Congress, state legislatures and international consultative and standard settingstandard-setting bodies continue to enact rules, laws and policies to regulate

the financial services industry and public companies in an effort to protect consumers and investors, and may have differing interpretations in the implementation of such rules. As a result, the precise nature of these laws and regulations and the effect of such policies on the Company’s business cannot be predicted and, in some cases, may have a material and adverse effect on our business, financial condition, and/or results of operations. For more information, see "Risk Factors - Legal“Risk Factors-Legal and Regulatory Risks"Risks” under Part I, Item IA of this report.

Regulation and Supervision of SVB Financial and Silicon Valley Bank
Under the BHC Act, SVB Financial, asAs a bank holding company, is subject to the Federal Reserve’s regulation and supervision and its authority to, among other things:
Require periodic reports and such other additional information as the Federal Reserve may require in its discretion;
Require the maintenance of certain minimum levels of capital and adherence to capital adequacy standards;
Restrict the ability of bank holding companies to service debt, pay dividends or receive dividends or other distributions from their subsidiary banks;
Require prior approval for senior executive officer and director changes under certain circumstances;
Require that bank holding companies serve as a source of financial and managerial strength to their banks and commit resources as necessary to support their banks. The determination of a bank holding company’s failure to meet its obligations to serve as a source of strength to its subsidiary banks will generally be considered by the Federal Reserve to be an unsafe and unsound banking practice, a violation of Federal Reserve regulations or otherwise inconsistent with applicable statutory standards, or all of the foregoing;
Terminate an activity or terminate control of or liquidate or divest certain subsidiaries, affiliates or investments if the Federal Reserve believes the activity or the control of the subsidiary or affiliate constitutes a serious risk to the financial safety, soundness or stability of any bank subsidiary, or if there is a failure to maintain certain capital and management standards;
Regulate provisions of certain bank holding company debt, including the authority to impose interest ceilings and reserve requirements on such debt and require prior approval to purchase or redeem our securities in certain situations; and
Require approval of acquisitions and mergers with banks and large financial companies and consider certain competitive, management, financial, financial stability and other factors in granting these approvals. Similar California and other state banking agency approvals may also be required.
Bank holding companies generally are prohibited, except in certain statutorily prescribed instances including exceptions for financial holding companies, from acquiring direct or indirect ownership or control of five percent or more of any class of the outstanding voting shares of any company that is not a bank or bank holding company and from engaging directly or indirectly in activities other than those of banking, managing or controlling banks, or furnishing services to its subsidiaries. However, subject to prior notice or Federal Reserve approval, bank holding companies may engage in, or acquire shares of companies engaged in, activities determined by the Federal Reserve to be so closely related to banking or managing or controlling banks as to be a proper incident thereto. In addition to being a bank holding company, SVB Financial has elected to be a "financial holding company" as permitted under the Gramm-Leach-Bliley Act of 1999 ("GLBA"), which status allows SVB Financial to generally may engage in certain otherwise prohibited nonbankingnon-banking activities and certain other broader securities, insurance, merchant banking and other activities that the Federal Reserve has determined to be “financial in nature” or are incidental or complementary to activities that are financial in nature, without prior Federal Reserve approval, subject to the requirement imposed by the Dodd‑Frank Wall Street Reformincluding certain securities, merchant banking and Consumer Protection Act (the "Dodd-Frank Act") that SVB Financial must obtain prior Federal Reserve approval (subject to certain exceptions) ininsurance activities.
In order to acquireretain FHC status, a nonbanking company engaged in financial activities with more than $10 billion in consolidated assets.
Pursuant to the GLBA, in order to elect and retain financial holding company status,and all of its depository institution subsidiaries of a bank holding company must be well-capitalized and well-managed, as determined under relevant banking regulations. Otherwise, SVB Financial could face material restrictions on its activities and exceptits ability to enter into certain transactions. In addition, if the Bank has not received at least a satisfactory rating on its most recent examination under the Community Reinvestment Act of 1977 (“CRA”), we would not be able to commence any new financial activities or acquire a company that engages in limited circumstances,such activities. In that case, we would still be allowed to engage in activities closely related to banking and make investments in the ordinary course of conducting banking activities. The Bank continues to be in satisfactory compliance with the Community Reinvestment Act (“CRA”).CRA.
Pursuant to applicable California and federal law, state-chartered commercial banks are permitted to engage in any activity permissible for national banks, which includes the many so-called “closely related to banking” or “non-banking” activities commonly conducted by national banks. In addition, pursuantthe Bank may conduct, through a subsidiary, certain “financial” activities that would be impermissible for the Bank itself to the Dodd-Frank Act,same extent as a financial holding company,national bank may, provided the Bank remains “well-capitalized,” “well-managed” and no longer just bank subsidiaries thereof, is required to be well-capitalized and well-managed. Failure to maintainin satisfactory compliance with these requirements or correct any non-compliance within a specified time could lead to divestiture of subsidiarythe CRA.
Bank holding companies and insured banks require all activities to conform to those permissible for a bank holding company (as opposed to the greater range of activities permissible for a financial holding company), or subject the financial holding company to other regulatory restrictions.
Because SVB Financial is a holding company, our rights and the rights of our creditors and security holders to participate in the assets of any of our subsidiaries upon the subsidiary’s liquidation or reorganization will be subject to the prior claims of the subsidiary’s creditors, except to the extent we may ourselves be a creditor with recognized claims against the subsidiary. In addition, there are various statutory and regulatory limitations on the extent to which the Bank can finance or otherwise transfer funds to us or to our non−bank subsidiaries, including certain investment funds to which the Bank serves as an investment adviser, whether in the form of loans or other extensions of credit, including a purchase of assets subject to an agreement to repurchase, securities investments, the borrowing or lending of securities to the extent that the transaction causes the Bank or a subsidiary to have credit exposure to the affiliate, or certain other specified types of transactions, as discussed in further detail below. Further, loans and other extensions of credit by the Bank to us or any of our non-bank subsidiaries are required to be secured by specified amounts of collateral and are required to be on terms and conditions consistent with safe and sound banking practices.

In addition to regulation and supervision by the Federal Reserve as a bank holding company and financial holding company, SVB Financial is also treated as a bank holding company under the California Financial Code. As such, SVB Financial and its subsidiaries are subject to periodic examinationpotential enforcement actions of varying levels of severity by federal and may be required to file reportsstate regulators and law enforcement authorities for unsafe or unsound practices in conducting their business or for violations of law, regulation or condition imposed in writing by any applicable agency or term of a written agreement with the DBO.

The Dodd-Frank Wall Street Reform and Consumer Protection Act
The Dodd-Frank Act, enacted in 2010, was intended to make significant structural reforms to the financial services industry. The Dodd-Frank Act broadly affects the financial services industry by creating new resolution authorities, requiring ongoing stress testing of capital, mandating higher capital levels and more stringent liquidity management requirements, increasing regulation of executive and incentive-based compensation and requiring numerous other provisions aimed at strengthening the sound operation of the financial services sector, many of which vary depending on the asset size of the financial institution. Various aspects of the Dodd-Frank Act apply based on the asset size of the financial institution. Among other things, the Dodd-Frank Act provides for:

Capital standards applicable to bank holding companies that may be no less stringent than those generally applicable to insured depository institutions;agency.
Periodic stress tests for financial entities, including SVB Financial and the Bank;
Additional risk management and other enhanced prudential standards for larger bank holding companies with $50 billion or greater in total consolidated assets (See "-Enhanced Prudential Standards" below);
Restrictions on a banking institution’s ability to engage in proprietary trading and to sponsor, invest in or lend to certain funds, including venture capital, hedge and private equity funds;
Repeal of the federal prohibition (Regulation Q) on the payment of interest on demand deposits, including business checking accounts, and establishment of the $250,000 limit for federal deposit insurance;
The establishment of the CFPB with responsibility for promulgating and enforcing regulations designed to protect consumers’ financial interests and prohibit unfair, deceptive and abusive acts and practices by financial institutions;
The authority of the CFPB to directly examine those financial institutions with $10 billion or more in assets, such as SVB Financial, for compliance with the regulations promulgated by the CFPB;
Limits, or the imposition of significant burdens and compliance and other costs on, certain activities previously conducted by banking organizations, such as originating and securitizing mortgage loans and other financial assets, arranging and participating in swap and derivative transactions, proprietary trading and investing in private equity and other funds and restrictions on debit charge interchange fees; and
The establishment of new compensation restrictions and standards regarding the time, manner and form of compensation given to key executives and other personnel receiving incentive compensation, including documentation and governance, proxy access by stockholders, deferral and claw-back requirements.

The Dodd-Frank Act also requires the issuance of numerous implementing regulations, some of which have not yet been finalized. Individually and collectively, both the proposed and final regulations resulting from the Dodd-Frank Act may materially and adversely affect our businesses, financial conditions and results of operations. Further, the Dodd-Frank Act imposes enhanced prudential standards on bank holding companies with average total consolidated assets of $50 billion or more. In addition, under the Federal Reserve's implementing regulations, certain additional standards apply to bank holding companies with average total consolidated assets of $250 billion or more or $10 billion or more in on-balance sheet foreign exposures. See "-Enhanced Prudential Standards" and "-Regulatory Capital" below. As we approach having average total consolidated assets size of $50 billion, as measured under the Federal Reserve's regulations (see below under "-Enhanced Prudential Standards"), we may experience heightened regulatory expectations with respect to our risk management practices and other matters, even though we are not yet formally subject to such enhanced prudential standards.

Enhanced Prudential Standards
UnderIn October 2019, the Federal Reserve’s regulations implementingfederal banking agencies finalized rules that tailor the Dodd-Frank Act’sapplication of enhanced prudential standards to large bank holding companies and the capital and liquidity rules to large bank holding companies and depository institutions (the “Tailoring Rules”) to implement amendments to the Dodd-Frank Wall Street Reform and Consumer Protection Act (the “Dodd-Frank Act”) under the Economic Growth, Regulatory Relief, and Consumer Protection Act (the “EGRRCPA”). Under the EGRRCPA, the threshold above which the Federal Reserve is required to apply enhanced prudential standards to bank holding companies increased from $50 billion in total consolidated assets to $250 billion. The Federal Reserve may also impose enhanced prudential standards on bank holding companies with $50between $100 billion or moreand $250 billion in averagetotal consolidated assets.
Under the Tailoring Rules, banking organizations are grouped into four categories based on their U.S. G-SIB status, size and four other risk-based indicators. The most stringent standards apply to U.S. G-SIBs, which represent Category I, and the least stringent standards apply to Category IV organizations, which have between $100 billion and $250 billion in total consolidated assets are subject to more stringent prudential requirements, including requirements forand less than $75 billion in all four other risk-based and leverage capital, liquidity management, risk management, resolution planning, supervisory capital stress testing and capital planning, and single counterparty credit exposure limits. Additional requirements apply to bank holding companiesindicators. SVB Financial, as a banking organization with averageless than $100 billion in total consolidated assets, of $250 billion or more or $10 billion or more in on-balance sheet foreign exposures. Certain requirements, including the single counterparty credit exposure limits and separate early remediation standards, havecurrently is not yet been finalized and implemented.

Pursuant to the Federal Reserve’s regulations, a bank holding company becomes subject to the more stringent prudential standards at the end of a four-quarter period over the course of which the bank holding company averages total consolidated assets of $50 billion or more. We refer to the conclusion of that four-quarter period as the time at which a bank holding company becomes “subject to enhanced prudential standards.” Once a bank holding company becomes subject to enhanced prudential

standards, certain of the standards include a transition period that provides a timeline for the bank holding company to comply. Below we describe severalmost of the enhanced prudential standards’ requirements andstandards. Several of the associated transition periods that apply once a bank holding company becomes subject to the requirements.

standards are summarized below:
Risk Management. Bank holding companies with $50 billion or more in total consolidated assets, including SVB Financial, are subject to risk committee and risk management requirements. In addition, bank holding companies with $100 billion or more in total consolidated assets are subject to liquidity risk management, liquidity buffer and liquidity stress testing requirements.
Comprehensive Capital Analysis and Review (“CCAR”). Bank holding companies with $100 billion or more in total consolidated assets are required to submit an annual capital plan to the Federal Reserve. FailureFor firms subject to CCAR, failure to submit a satisfactory plan can result in restrictions on the payment ofcapital distributions, including dividends as well as other restrictions.and common stock repurchases.
Stress Testing. Bank holding companies that first becomewith $100 billion or more in total consolidated assets are subject to enhanced prudential standards onsupervisory stress tests conducted by the Federal Reserve and, except for Category IV firms, are also subject to company-run stress testing requirements (commonly referred to as Dodd-Frank Stress Tests or before September 30th of a given calendar year must comply with“DFAST”). Under the requirements of the rules on January 1 of the following year.  In contrast,Tailoring Rules, bank holding companies that first become subject to enhanced prudential standards after September 30th of a given calendar year need not comply with the requirements of the capital plan rule until January 1 of the second following year.  Under modifications to the Federal Reserve's capital planning and stress testing rules that became effective in 2017, for “large and noncomplex” bank holding companies.  (defined as a bank holding company that has less than $250$100 billion in total consolidated assets less than $75 billion in non-bank assets and isare not a global systemically important bank holding company under the Federal Reserve’s rules), the Federal Reserve may objectsubject to a capital plan if it determines that the bank holding company has not demonstrated an ability to maintain capital above each minimum regulatory capital ratio on a pro forma basis under expected and stressful conditions throughout the relevant planning horizon.  With respect tocompany-run or supervisory stress testing requirements.
Resolution Planning. Except for Category IV firms, bank holding companies that are large and complex (as compared to large and noncomplex), the Federal Reserve may object on a broader range of bases, including so-called “qualitative” bases.with $100 billion or more in total consolidated

Stress Testing. Bank holding companiesassets are required to submit to the Federal Reserve and the resultsFDIC a plan for rapid and orderly resolution in the event of a mid-year and annual company-run stress test and make summaries of such results available to the public. SVB Financial is currently subject to the annual company-run stress test requirements by virtue of having more than $10 billion in average total consolidated assets. In addition, bank holding companies are subject to an annual supervisory stress test conducted by the Federal Reserve, which publicly discloses summaries of the results of the supervisory stress tests.material financial distress or failure. Bank holding companies become subjectwith less than $100 billion in total consolidated assets are not required to stress testingsubmit resolution plans. Separately, the FDIC requires insured depository institutions (“IDIs”) with total consolidated assets of $50 billion or more, such as the Bank, to submit a resolution plan with respect to the bank. In April 2019, the FDIC released an advance notice of proposed rulemaking about potential changes to its IDI resolution planning requirements, inand the year followingnext round of IDI resolution plan submissions will not be required until the first year in which the bank holding company submits a capital plan.

rulemaking process is complete.
Resolution PlanningLiquidity Coverage Ratio. Bank holding companiesBanking organizations in Categories I-III and, in certain cases, Category IV are required to annually submit to the Federal Reserve and the FDIC a plan for rapid and orderly resolution in the event of material financial distress or failure. Separately, the FDIC requires insured depository institutions that have average total consolidated assets of $50 billion or more, based on a four-quarter average, to annually submit to the FDIC a plan that enables the FDIC as receiver to resolve the bank under Sections 11 and 13 of the Federal Deposit Insurance Act, as amended (the “FDIA”). A bank holding company or bank must submit its first resolution plan by the next July 1st following the date it becomes subject to the rule, provided the submission date occurs at least 270 days after it becomes subject to the rule.liquidity coverage ratio (“LCR”) requirements and must maintain high-quality liquid assets in accordance with specific quantitative requirements.

Liquidity Coverage Ratio. Pursuant to the Liquidity Coverage Ratio (“LCR”) requirement, bank holding companies are required to maintain high-quality liquid assets in accordance with specific quantitative requirements. A modified, less stringent version of the Federal Reserve’s LCR rule applies to bank holding companies with greater than $50 billion in average total consolidated assets, but less than $250 billion in average total consolidated assets and $10 billion in on-balance sheet foreign exposures (so-called “advanced approaches” banking organizations). The modified LCR rule, which we would expect to be the version of the rule most likely to apply to SVB Financial upon our becoming subject to enhanced prudential standards, requires subject bank holding companies to maintain sufficient high-quality liquid assets to meet 70 percent of anticipated cash outflows (as calculated under the rule) on the last business day of the applicable calendar month. A bank holding company must comply with the LCR rule after meeting the relevant asset threshold according to a transition schedule set out in the LCR rule, which varies based on the size of the institution.
Risk Management. Bank holding companies must comply with enhanced risk management requirements. These requirements impose standards on the Board of Directors’ risk committee and for a chief risk officer. The enhanced prudential requirements also impose liquidity risk management standards and require subject bank holding companies to conduct regular liquidity stress testing over various time horizons and maintain a buffer of liquid assets based on the results of such stress testing. Bank holding companies are required to comply with such risk management and liquidity risk management requirements on the first day of the fifth quarter after becoming subject to the enhanced prudential standards.

Pillar III Disclosure. Bank holding companies are required to make timely qualitative and quantitative disclosures about their regulatory capital, referred to as “Pillar III disclosures.” Quantitative disclosures must be made quarterly, and qualitative disclosures that do not change each quarter may be disclosed annually. Bank holding companies

are required to make Pillar III disclosures after reporting $50 billion or more in total consolidated assets in their year-end financial reports to the Federal Reserve. Because the disclosures are backward-looking, a bank holding company makes its first disclosures with respect to data from prior quarters.

Regulation and Supervision of Silicon Valley Bank
The Bank is a California state-chartered bank, a member of the Federal Reserve and a member of the FDIC. The Bank is subject to primary supervision, periodic examination and regulation by the DBO and the Federal Reserve, as the Bank’s primary federal regulator. In general, under the California Financial Code, California banks have all the powers of a California corporation, subject to the general limitation of state bank activities and investments under the FDIA. Specific federal and state laws and regulations which are applicable to banks regulate, among other things, the scope of their business, their investments, their transactions with affiliates, their foreign operations, their reserves against deposits, the timing of the availability of deposited funds and the nature and amount of and collateral for certain loans. The regulatory structure also gives the bank regulatory agencies extensive discretion in connection with their supervisory and enforcement activities and examination policies, including policies with respect to the classification of assets and the establishment of adequate loan loss reserves for regulatory purposes. If, as a result of an examination, the DBO or the Federal Reserve should determine that the financial condition, capital resources, asset quality, earnings prospects, management, liquidity, or other aspects of the Bank’s operations are unsatisfactory or that the Bank or its management is violating or has violated any law or regulation, the DBO and the Federal Reserve, and separately the FDIC as insurer of the Bank’s deposits, have broad prudential authority to:

Require affirmative action to correct any conditions resulting from any violation or practice;
Require prior approval for senior executive officer and director changes;
Direct an increase in capital and the maintenance of specific minimum capital ratios which may preclude the Bank from being deemed well capitalized for regulatory purposes;
Restrict the Bank’s growth geographically, by products and services, or by mergers and acquisitions;
Enter into informal or formal enforcement orders, including memoranda of understanding, written agreements and consent or cease and desist orders to take corrective action and enjoin unsafe and unsound practices;
Restrict or prohibit the Bank from paying dividends or making other distributions to SVB Financial;
Remove officers and directors and assess civil monetary penalties; and
Take possession of and close and liquidate the Bank.

Pursuant to applicable California and federal law, state chartered commercial banks are permitted to engage in any activity permissible for national banks. Therefore, the Bank may form subsidiaries to engage in the many so-called “closely related to banking” or “nonbanking” activities commonly conducted by national banks in operating subsidiaries, and further, the Bank may conduct certain “financial” activities in a subsidiary that would be impermissible for the Bank itself to the same extent as may a national bank, provided the Bank remains “well-capitalized,” “well-managed” and in satisfactory compliance with the CRA. The Bank continues to be in satisfactory compliance with the CRA.

Regulatory Capital
In July 2013, the Federal Reserve, the FDIC and the Office of the Comptroller of the Currency (the “OCC”) jointly published final rules establishing a new comprehensive capital framework for U.S. banking organizations. The agencies said that they believe the new rules will result in capital requirements that better reflect banking organizations’ risk profiles. The rulesorganizations (the “Capital Rules”), which implement the “Basel III”Basel III regulatory capital reforms and changes required by the Dodd-Frank Act. “Basel III” refers to the internationally agreed regulatory capital framework adopted by the Basel Committee on Banking Supervision (the “Basel Committee”).
The new rules largely became effectiveCapital Rules establish minimum risk-weighted capital ratios for SVB Financial and the Bank in January 2015, with some rules being transitioned into full effectiveness over two to four years. The new capital rules, among other things, (i) require elevated capital levels for the Bank and SVB Financial; (ii) introduce a new capital measure limited to common equity called “CommonCommon Equity Tier 1”1 (“CET1”) and a related regulatory capital, ratio of CET 1 to risk-weighted assets; (iii) specify that Tier 1 capital consists of CET1 and “Additional Tier 1 capital” instruments meeting specified requirements; (iv) change the risk-weightings of certain on- and off-balance sheet assets for purposes of risk-based capital ratios; (v) create an additional capital conservation buffer (which will limit dividends and other discretionary bonus payments to certain executive officers if not satisfied) above the required capital ratios; (vi) limit what qualifies as capital for purposes of meeting the various capital requirements; (vii) apply most deductions/adjustments to regulatory capital measures to CET1 and not to the other components of capital, thus potentially requiring higher levels of CET1 in order to meet minimum ratios; and (viii) expand the scope of the deductions from, and adjustments to,total capital as compared to prior regulations. Further, under the Basel III capital adequacy frameworkwell as implemented in the United States, banking organizations with $250 billion or more in total consolidated assets or $10 billion or more in on-balance sheet foreign exposures (the “Advanced Approaches Thresholds”) are subject to the “advanced approaches” capital rules, which require banking organization to use an internal ratings-based approach and other model-based methodologies to calculate risk-based capital requirements for credit risk and advanced measurement approaches to calculate risk-based capital requirements for operational risk. As of December 31, 2017, we had

total consolidated assets of $51.2 billion and approximately $6.0 billion in on-balance sheet foreign exposures. Our level of foreign exposures is determined based on our current understanding of applicable regulatory standards, guidance, interpretations, expectations and assumptions, and may be subject to change based on any modifications, clarifications or evolution of these standards, guidance, interpretations, expectations or assumptions. In addition to being required to use internal models to calculate capital requirements, crossing the Advanced Approaches Thresholds triggers a number of additional requirements, including the following:
Application of a Standardized Capital Floor. Section 171 of the Dodd-Frank Act, commonly referred to as the Collins Amendment, provides that a banking organization’s capital requirements calculated under the “advanced approaches” capital rules may not be lower than the capital requirements calculated using the prescriptive “standardized approach” that otherwise generally applies to banking organizations.

Supplementary Leverage Ratio of 3%. The supplementaryminimum leverage ratio (“SLR”) is more stringent than the otherwise applicable Tier 1 leverage ratio of 4%, which is discussed below.

Unavailability of the Accumulated Other Comprehensive Income Opt-Out Election under the Risk-Based Capital Rules. Banking organizations subject to the advanced approaches capital rules are not permitted to opt-out from having accumulated other comprehensive income (“AOCI”) included in regulatory capital.

Countercyclical Capital Buffer. This standard requires a banking organization to hold an additional buffer amount, designed to counteract systemic vulnerabilities. The buffer amount is currently set by the Federal Reserve at zero percent, but could change in the future. If the buffer is not met, the banking organization is subject to limitations on dividends and other payouts.

Full Liquidity Coverage Ratio. The full LCR requires LCR calculation on a daily (compared to the modified LCR’s monthly standard) basis, uses the banking organization’s full net cash outflow amount (compared to 70% under the modified LCR), and includes an “add-on” to net cash outflows for certain maturity mismatch during the 30-day LCR period.
On December 7, 2017, the Basel Committee published a set of revisions to its Basel III framework to address perceived weaknesses in the current methodology for calculating risk weighted assets, in particular to increase the risk-sensitivity of the standardized approach and to constrain banking organizations’ discretion in modeling their capital requirements under models-based approaches (such as the advanced approaches in the United States). Following the adoption of the final standards, the Federal Reserve, the FDIC and the OCC announced, also on December 7, 2017, that they support the conclusion of efforts to reform the international bank capital standards in response to the global financial crisis, and that they would consider how to appropriately apply these revisions to the Basel III reform package in the United States through the standard notice-and-comment rulemaking process.
In addition to meeting the capital requirements set forth in the new capital rules, the Bank is required to demonstrate its ability to maintain sufficient capital ratios under the scenarios of adverse and severely adverse financial conditions that are part of Federal Reserve’s stress testing requirements. Bank holding companies with total consolidated assets between $10 billion and $50 billion and state member banks with total consolidated assets of more than $10 billion, such as SVB Financial and the Bank, respectively, are generally required to conduct annual company-run stress tests, the results of which could require us to take certain actions, including raising additional capital. We are required to submit to the Federal Reserve the results of the annual company-run stress tests and to make summaries of the results of the company-run stress tests available to the public.
Under the new capital rules,ratio. CET1 is defined as common stock, plus related surplus, and retained earnings plus limited amounts of minority interest in the form of common stock, subject to a limit, less the majority of the regulatory deductions and adjustments. The new capital rules, like the prior capital rules, specify that total capital consists of Tier 1 capital and Tier 2 capital. Tier 1 capital for SVB Financial and the Bank consists of common stock, plus related surplus and retained earnings. Under the new capital rules, forFor most banking organizations, the most common form of Additional Tier 1 capital (other than CET1) is noncumulative perpetual preferred stock and the most common form of Tier 2 capital is subordinated debt and a portion of the allowance for loan and lease losses, (“ALLL”), in each case, subject to the newcertain requirements. Total capital rules’ specific requirements.consists of Tier 1 capital and Tier 2 capital.
The new capital rules require several changes to regulatory capital deductions and adjustments, subject to a transition period. These changes include, for example, the requirement that deferred tax assets (“DTAs”) arising from temporary differences that could not be realized through net operating loss carrybacks and significant investments in non-consolidated financial entities be deducted from CET1 to the extent that any one such category exceeds 10% of CET1 or all such items, in the aggregate, exceed 15% of CET1. In addition, under the previous capital rules, certain effects of AOCI or loss items included in shareholders’ equity were reversed for the purposes of determining regulatory capital ratios. Under the newCapital Rules, the minimum capital rules, the effects of certain AOCI

are not excluded; however, non-advanced approaches banking organizations, includingratios applicable to SVB Financial and the Bank may make a one-time permanent election to continue to exclude these items. We made this election in April 2015 to reduce the potential impact on SVB Financial’s and the Bank’s regulatory capital levels due to periodic volatile changes in long-term interest rates. Implementation of the deductions and other adjustments to CET1 began on January 1, 2015 and is being phased-in over a four-year period (begun at 40% on January 1, 2015 and increasing by a 20% percentage points per year until 100%).
The new capital rules also include changes in the risk-weighting of assets to better reflect perceived credit risk and other risk exposure and require higher tangible common equity components of capital. These include a 150% risk weight (up from 100%) for certain high volatility commercial real estate acquisitions, development and construction loans and for non-residential mortgage loans that are 90 days past due or otherwise in nonaccrual status and a 20% (up from 0%) credit conversion factor for the unused portion of a commitment with an original maturity of one year or less that is not unconditionally cancellable. Under the new capital rules, the minimum capital ratios are as follows:
4.5% CET1 to risk-weighted assets
capital, 6.0% Tier 1 capital, to risk-weighted assets
8.0% Total capital to risk-weighted assets
and 4.0% Tier 1 capital to average consolidated assets as reported on consolidated financial statements (known as the “leverage ratio”)
The new capital rules require SVB Financial and the Bank toleverage. In addition, banking organizations must meet a 2.5% CET1 risk-based capital conservation buffer requirement in order to avoid constraints on capital distributions, such as dividends and equity repurchases, and certain bonus compensation for executive officers. To meet the requirement when it is fully phased in, the organization must maintain an amount of CET1 capital that exceeds the buffer level of 2.5% above eachThe severity of the minimum risk-weighted capital ratios. The requirement is being phased in over a four year period, which beganconstraints would depend on January 1, 2016, at which time the amount of such capital must have exceeded the buffer levelshortfall and the banking organization’s “eligible retained income” (that is, four-quarter trailing net income, net of 0.625%distributions and tax effects not reflected in net income). The buffer level will continueregulatory capital ratios of SVB Financial and the Bank currently exceed these levels, as shown in the following chart:
December 31, 2019 SVB Financial Bank Required Ratio (1)
CET 1 risk-based capital 12.58% 11.12% 7.0%
Tier 1 risk-based capital 13.43% 11.12% 8.5
Total risk-based capital 14.23% 11.96% 10.5
Tier 1 leverage 9.06% 7.30% 4.0
(1)Percentages represent the minimum capital ratios plus, as applicable, the 2.5% CET1 capital conservation buffer under the Capital Rules.
The regulatory capital ratios of SVB Financial and the Bank also exceed the “well-capitalized” requirements under relevant regulations. Refer to increase by 0.625 percentage points each year until reaching 2.5% onNote 24—“Regulatory Matters” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for more information.
In July 2019, the federal banking agencies adopted final rules intended to simplify compliance with capital rules for non-advanced approaches banking organizations (the “Capital Simplification Rules”), such as SVB Financial and the Bank. The Capital Simplification Rules took effect for SVB Financial as of January 1, 2019. When2020 and simplify the capital conservation buffer requirement is fully phasedtreatment of mortgage servicing assets, certain deferred tax assets, investments in to avoid constraints, aunconsolidated financial institutions and minority interests for banking organization must maintainorganizations.
In December 2017, the following capital ratios (after any distribution): (i) CET1 to risk-weighted assets more than 7.0%, (ii) Tier 1 capital to risk-weighted assets more than 8.5%,Basel Committee published standards that it described as the finalization of the Basel III post-crisis regulatory reforms. Among other things, these standards revise the Basel Committee’s standardized approach for credit risk (including recalibrating risk weights and (iii) total capital (Tier 1 plus Tier 2) to risk-weighted assets more than 10.5%.

With respect to the Bank, theintroducing new capital rules also revised the “prompt corrective action” regulations, by (i) introducingrequirements for certain “unconditionally cancellable commitments,” and establish a CET1 ratio requirement at each level (other than critically undercapitalized), with the required CET1 ratio being 6.5%new standardized approach for well-capitalized status; (ii) increasing the minimum Tier 1 capital ratio requirement for each category, with the minimum Tier 1 capital ratio for well-capitalized status being 8% (as compared tooperational risk capital. Under the current 6%); and (iii) eliminating the provision that provides that a bank with a composite supervisory rating of 1 may have a 3% leverage ratio and still be adequately capitalized. The newCapital Rules, operational risk capital rulesrequirements do not changeapply to non-advanced approaches banking organizations, such as SVB Financial and the total risk-based capital requirement for any “prompt corrective action” category. See “-Prompt Corrective ActionBank. The federal banking agencies have not yet implemented these revised standards, and Other General Enforcement Authority” below.

Although we continue to evaluate thetheir impact that the new capital rules have on SVB Financial and the Bank and monitor developments fromwill depend on the federal banking agencies and the Basel Committee, we believe that SVB Financial and the Bank meet all capital requirements under the new capital rules on a fully phased-in basis as if such requirements were effective as of December 31, 2017. The estimate is based on management’s current interpretation, expectations, and understanding of the new capital rules. We anticipate that the Bank will continue to exceed the well-capitalized minimum capital requirements, and that SVB Financial will thus continue to qualify as a financial holding company.manner in which they are implemented.

Capital Planning

Banking organizations must have appropriate capital planning processes, with proper oversight from the Board of Directors. Accordingly, pursuant to a separate, general supervisory letter from theThe Federal Reserve expects bank holding companies, are expectedsuch as SVB Financial, to conduct and document comprehensive capital adequacy analyses prior to the declaration of any dividends (on common stock, preferred stock, trust preferred securities or other Tier 1 capital instruments), capital redemptions or capital repurchases. Moreover, the federal banking agencies have adopted a joint agency policy statement, noting thatview the adequacy and effectiveness of a bank’s interest rate risk management process and the level of its interest rate exposures areas critical factors in the evaluation of the bank’s capital adequacy. A bank with material weaknesses in its interest rate risk management process or high levels of interest rate exposure relative to its capital will be directed by the relevant federal banking agencies to take corrective actions. Bank holding companies with $50 billion or more
The Capital Simplification Rules adopted in average total consolidated assets are additionallyJuly 2019 eliminated the standalone prior approval requirement for any repurchase of common stock. In certain circumstances, repurchases of common stock may be subject to capital plan requirementsa prior approval or notice requirement under other regulations or policies of the enhanced prudential standards. See “-Enhanced Prudential Standards-Comprehensive Capital Analysis and Review” above.


Federal Reserve. Any redemption or repurchase of preferred stock or subordinated debt remains subject to the prior approval of the Federal Reserve.
Proprietary Trading and Certain Relationships with Hedge Funds and Private EquityCertain Funds
The “Volcker Rule” underVolcker Rule, set out in section 13 of the Dodd-FrankBHC Act, restricts, among other things, bank holding companies and their affiliates from engaging in proprietary trading activities of banking holding companies as well as the ability of such entities to sponsorand from sponsoring, investing in, or invest inhaving certain other relationships with certain privately offered funds, including certain venture capital funds, hedge funds and private equity funds. On December 10, 2013, the federal bank regulatory agencies, the SEC and the Commodity Futures Trading Commission (the “CFTC”) adopted final regulations implementing the Volcker Rule. The final regulations became effective on April 1, 2014, subject to a conformance timeline pursuant to which affected entities (referred to as “banking entities”) are required to bring their activities and investments into conformance with the prohibitions and restrictions of the Volcker Rule and the final regulations thereunder.
Subject to certain exceptions, the Volcker Rule prohibits a banking entity from engaging in “proprietary trading,” which is defined as engaging in purchases or sales of securities or certain other financial instruments, as principal, for the “trading account” of the banking entity. Certain forms of proprietary trading may qualify as “permitted activities,” and thus not be subject to the ban on proprietary trading, such as market-making related activities, risk-mitigating hedging activities, trading in U.S. government or agency obligations, or certain other U.S. state or municipal obligations, and the obligations of Fannie Mae, Freddie Mac or Ginnie Mae. Based on this definition and the exceptions provided under the final regulations, we do not believe that compliance with the Volcker Rule's proprietary trading prohibition is likely to have a material effect on our business or operations.
Additionally, subject to certain exceptions, the rule prohibits a banking entity from sponsoring or investing in “covered funds” which includes many venture capital, private equity and hedge funds. One such exception permits a banking entity to sponsor and invest in a (“covered fund that it organizes and offers to customers, provided that additional requirements are met. These permitted investments generally are limited to 3% of the total amount or number of ownership interests in each covered fund. In addition, the aggregate investments a banking entity makes in all covered funds generally are limited to 3% of the institution’s Tier 1 capital.
funds”). On June 6, 2017, we received notice that the Board of Governors of the Federal Reserve approved the Company’sour application for an extension of the permitted conformance period for the Company’sour investments in certain “illiquid” covered funds. The approval extends the deadline by which the Company must sell, divest, restructure or otherwise conform such investments to the provisions of the Volcker Rule until the earlier of (i) July 21, 2022 or (ii) the date by which each fund matures by its terms or is otherwise conformed to the Volcker Rule.
On October 8, 2019, the Volcker Rule implementing agencies, including the Federal Reserve (the “Agencies”), finalized rules amending the regulations implementing the Volcker Rule. The revised rules tailor compliance requirements based on the size of a firm’s trading assets and liabilities and eliminate or adjust certain requirements to clarify permitted and prohibited activities. The revised rules went into effect on January 1, 2020, and firms are permitted to early-adopt the revised rules ahead of the mandatory compliance date of January 1, 2021. On January 30, 2020, the Agencies released for public comment proposed additional revisions to the covered funds provisions of the Volcker Rule implementing regulations. Among other changes, the proposal would add several exclusions from the definition of covered fund, including for certain venture capital funds and credit funds. We continue to assess the impact of the revised rules, and the potential impact of the proposed covered funds revisions, on our fund investments and other areas of our business.
As of December 31, 2017,2019, under the current implementing regulations, we estimate that our total venture capital and private equity fund investments deemed to be prohibited covered fund interests, and therefore subject to the Volcker Rule’s restrictions, had an aggregate carrying value of approximately $153 million (and an aggregateand fair value of approximately $253 million).$213 million. These covered fund interests are comprised of interests attributable solely to the Company in our consolidated managed funds and certain of our non-marketable securities.
We continue to assess the financial impact of these rules on our fund investments, as well as the impact of other Volcker Rule restrictions on other areas of our business.
The Volcker Rule also requires banking entities to design and implement a compliance program reasonably designed to ensure and monitor compliance with the Volcker Rule. If SVB Financial reports total consolidated assets as of $50 billion or more as of the previous calendar year-end, it will become subject to the Volcker Rule’s enhanced compliance program requirements, which, among other things, require an annual attestation from the chief executive officer regarding the design and effectiveness of the compliance program.
Prompt Corrective Action and Other General Enforcement Authority
State and federal banking agencies possess broad powers to take corrective and other supervisory action against an insured bank and its holding company. The FDIA requires each federal banking agency to take prompt corrective action to resolve the problemsFor example, an IDI is placed into one of insured depository institutions, including those that fall below one or more prescribed minimum capital ratios. The law requires each federal banking agency to promulgate regulations defining five categories in which an insured depository institution will be placed, based on the level of its capital ratios: well-capitalized, adequately capitalized, undercapitalized, significantly undercapitalized and critically undercapitalized. At each successive lower capital category, an insured depository institutionIDI is subject to more restrictions and prohibitions, including restrictions on growth, restrictions on interest rates paid on deposits, restrictions or prohibitions on payment of dividends and restrictions on the acceptance of brokered deposits. Further, if an insured depository institution is classified in one of the undercapitalized categories, it is required to submit a capital restoration plan to the appropriate federal banking agency, and the holding company must guarantee the performance of that plan. Based upon its capital levels, a bank that is classified as well-capitalized, adequately capitalized or undercapitalized may

be treated as though it were in the next lower capital category if the appropriate federal banking agency, after notice and opportunity for hearing, determines that an unsafe or unsound condition or practice warrants such treatment.

Bank holding companies and insured banks also may be subject to potential enforcement actions of varying levels of severity by the federal regulators for unsafe or unsound practices in conducting their business, or for violation of any law, rule, regulation or condition imposed in writing by any applicable agency or term of a written agreement with that agency. In more serious cases, enforcement actions may include the issuance of directives to increase capital; the issuance of formal and informal agreements; the imposition of civil monetary penalties; the issuance of a cease and desist order that can be judicially enforced; the issuance of removal and prohibition orders against officers, directors, and other institution-affiliated parties; the termination of the bank’s deposit insurance; the appointment of a conservator or receiver for the bank; and the enforcement of such actions through injunctions or restraining orders based upon a judicial determination that the agency would be harmed if such equitable relief was not granted.

Safety and Soundness Guidelines
Banking regulatory agencies have adopted guidelines to assist in identifying and addressing potential safety and soundness concerns before capital becomes impaired. The guidelines establish operational and managerial standards generally relating to: (i) internal controls, information systems and internal audit systems; (ii) loan documentation; (iii) credit underwriting; (iv) interest-rate exposure; (v) asset growth and asset quality; and (vi) compensation, fees and benefits. In addition, the bank regulatory agencies have adopted safety and soundness guidelines for asset quality and for evaluating and monitoring earnings to ensure that earnings are sufficient for the maintenance of adequate capital and reserves. The Federal Reserve’s enhanced prudential standards require publicly traded bank holding companies with total consolidated assets of $10 billion or more to establish and maintain risk management committees for their boards of directors to oversee the bank holding companies’ risk management frameworks. In January 2015, we formed a risk committee of our Board of Directors. Bank holding companies with total consolidated assets of $50 billion and greater are subject to more stringent board risk committee and risk management requirements, including liquidity risk requirements.

Restrictions on Dividends
Dividends from the Bank constitute one of the primary sources of cash for SVB Financial. The Bank is subject to various federal and state statutory and regulatory restrictions on its ability to pay dividends, including applicable provisions of the California Financial Code and the federal prompt corrective action regulations. For example, the Bank may not, without approval of the Federal Reserve, declare or pay a dividend to SVB Financial if the total of all dividends declared in a calendar year exceeds the total of (a) the Bank’s net income for that year and (b) its retained net income for the preceding two calendar years, less any required transfers to additional paid-in capital or to a fund for the retirement of preferred stock. In addition, the banking agencies have the authority to prohibit the Bank from paying dividends, depending upon the Bank’s financial condition, if such payment is deemed to constitute an unsafe or unsound practice. Further, under the federal prompt corrective action regulations, the Federal Reserve may prohibit a bank holding company from paying any dividends if the holding company’s bank subsidiary is classified as “undercapitalized.”

It is the Federal Reserve’s policy that bank holding companies should generally pay dividends on common stock only out of income available over the past year and only if prospective earnings retention is consistent with the organization’s expected future needs and financial condition. It is also the Federal Reserve’s policy that bank holding companies should not maintain

dividend levels that undermine their ability to be a source of strength to itstheir banking subsidiaries. Additionally, in consideration ofUnder the recent financial and economic environment,prompt corrective action regulations, the Federal Reserve has indicated thatmay prohibit a bank holding companies should carefully review their dividend policy and has discouraged payment ratios that are at maximum allowable levels unless both asset quality and capital are very strong.

company from paying any dividends if the holding company’s bank subsidiary is classified as “undercapitalized.”
Transactions with Affiliates
Transactions between the Bank and its operating subsidiaries (such as SVB Securities and SVB Asset Management), on the one hand, and the Bank’s affiliates (such as SVB Financial, SVB AnalyticsLeerink or an entity affiliated with our SVB Capital business), on the other, are subject to restrictions imposed by federalstatutory and state law,regulatory restrictions designed to protectlimit the risks to the Bank and its subsidiaries, from engaging in unfavorable behavior with their affiliates. The Dodd-Frank Act further extended the definition of an “affiliate” to include any investment fund to which the Bank or an affiliate serves as an investment adviser. The Federal Reserve’s Regulation W, implements these restrictions on affiliate transactionsincluding Sections 23A and prevents SVB Financial and other affiliates from borrowing from, or entering into other credit transactions with, the Bank or its operating subsidiaries unless the loans or other credit transactions are secured by specified amounts of collateral, and also require that the Bank enter into such transaction on terms no less favorable to the Bank than the terms of an arms’ length transaction with an unaffiliated party. Moreover, all loans and credit transactions and other “covered transactions” by the Bank and its operating subsidiaries with any one affiliate are limited, in the aggregate, to 10%23B of the Bank’s capitalFederal Reserve Act and surplus; and all loans and credit transactions and other “covered transactions” by the Bank and its operating subsidiaries with all affiliates are limited, in the aggregate, to 20% of the Bank’s capital and surplus. For this purpose, a “covered transaction” generally includes, among other things, a loan or extension of credit to an affiliate, including a purchase of assets subject to an agreement to repurchase; a purchase of or investment in securities issued by an

affiliate; the acceptance of a security issued by an affiliate as collateral for an extension of credit to any borrower; the borrowing or lending of securities where the Bank has credit exposure to the affiliate; the acceptance of “other debt obligations” of an affiliate as collateral for a loan to a third party; any derivative transaction that causes the Bank to have credit exposure to an affiliate; and the issuance of a guarantee, acceptance, or letter of credit on behalf of an affiliate. The Dodd-Frank Act expanded the transactions for which collateral is required to be maintained, and for all such transactions, it requires collateral to be maintained at all times. In addition, the Volcker Rule under the Dodd-Frank Act established certain prohibitions, restrictions and requirements (known as “Super 23A” and “Super 23B”) on covered transactions and other arrangements between a covered fund and a banking entity that serves as an investment manager, investment adviser, organizer and offeror, or sponsor with respect to that covered fund (and certain other covered funds), regardless whether the banking entity has an ownership interest in the fund.
Loans to Insiders
Extensions of credit by the Bank to insiders of both the Bank and SVB Financial are subject to prohibitions and other restrictions imposed by the Federal Reserve’s Regulation O. For purposesW. These restrictions include quantitative and qualitative limits on the amounts and types of these limits, “insiders” include directors, executive officers and principal stockholders of the Bank or SVB Financial and their related interests. The term “related interest” means a company controlled by a director, executive officer or principal stockholder of the Bank or SVB Financial. The Bank may not extend credit to an insider of the Bank or SVB Financial unless the loan is made on substantially the same terms as, and subject to credit underwriting procedures that are no less stringent than, those prevailing at the time for comparable transactions with non-insiders. In addition, the Bank may not extend credit to insiders in an amount, when aggregated with all other extensions of credit, that is greater than $500,000 without prior approval from the Bank’s Board of Directors (with any interested person abstaining from participating directly or indirectly in the voting). California law, the federal regulations and the Dodd-Frank Act place additional restrictions on loans to insiders, and generally prohibit loans to executive officers other than for certain specified purposes. The Bank is required to maintain records regarding insiders andaffiliates, including extensions of credit to them.
affiliates, investments in the stock or securities of affiliates, purchases of assets from affiliates and certain other transactions with affiliates. In addition, credit transactions with affiliates must be collateralized, and transactions with affiliates must be on market terms or better for the Bank.
Premiums for Deposit Insurance
The FDIC insures our customer deposits through the Deposit Insurance Fund (the “DIF”)DIF up to prescribed limits for each depositor. Due to higher levels of bank failures during the 2008 economic recession, the FDIC’s resolution costs increased, which depleted the DIF. In order to restore the DIF to its statutorily mandated minimum of 1.35% of total deposits by September 30, 2020, the FDIC has increased deposit insurance premium rates. Insured institutions with assets of $10 billion or more, such as the Bank, are responsible for funding the increase, with assessment rates based on a risk-based scorecard calculation provided by the FDIC. In addition, the FDIC retains the authority to further increase assessment rates and theThe FDIC has established a higher reserve ratio of 2% as a long-term goal, which goes beyond what is required by statute. Continued increasesthe statutorily mandated minimum of 1.35%, and may increase assessment rates in our FDIC insurance premiums could have an adverse effect on the Bank’s results of operations. For the years ended December 31, 2017 and 2016, we recorded $35.1 million and $25.5 million, respectively, in FDIC assessments expense.

future accordingly.
Consumer Regulations
The Bank is subject to many federal consumer protection statutes and regulations, such as the CRA, the Equal Credit Opportunity Act (Regulation B), the Electronic Fund Transfer Act (Regulation E), the Truth in Lending Act (Regulation Z), the National Flood Insurance Act, the Fair Credit Reporting Act as(as amended by the Fair and Accurate Credit Transaction ActAct) and various federal and state privacy protection laws. In addition, the CFPB has the authority to conduct examinations for all depository institutions with total assets of $10 billion or more, which includes the Bank. The CFPB’s mandate is to promulgate consumer regulations and ensure that consumer financial practices at large banks, such as the Bank, comply with consumer financial protection legal requirements. The CFPB’s authority includes the ability to examine all subsidiaries and affiliates of the Bank as well. Penalties for violating these laws could subject the Bank to lawsuits and could also result in administrative penalties, including, civil monetary penalties, remediation for affected consumers and reimbursements and orders to halt expansion/existing activities. The CFPB has broad authority to institute various enforcement actions for violation of these laws, including investigations, civil actions, cease and desist proceedings and the ability to refer criminal findings to the Department of Justice. The Bank and SVB Financial are also subject to federal and state laws prohibiting unfair, deceptive, abusive, corrupt or fraudulent business practices, untrue or misleading advertising and unfair competition.

As a depository institution with more than $10 billion in total assets, the Bank is subject to examination by the CFPB. The CFPB’s mandate is to promulgate consumer regulations and ensure that consumer financial practices at large banks, such as the Bank, comply with federal consumer financial protection requirements. The CFPB has broad enforcement authority, including investigations, civil actions, cease and desist proceedings and the ability to refer criminal findings to the Department of Justice. Penalties for violating these laws could include civil monetary penalties, remediation for affected consumers and reimbursements and orders to halt expansion or existing activities.
State and federal banking agencies and other such enforcement authorities have increased efforts to aggressively enforce consumer protection laws, implement regulations and take action against non-compliant parties.
Privacy and Cybersecurity
Data privacy and data protection are areas of increasing legislative focus. For example, the California Consumer Protection Act of 2018 (the “CCPA”), which became effective on January 1, 2020, applies to for-profit businesses that conduct business in California and meet certain revenue or data collection thresholds. The adventCCPA gives consumers the right to request disclosure of information collected about them, and whether that information has been sold or shared with others, the right to request deletion of personal information (subject to certain exceptions), the right to opt out of the CFPB further heightens oversight and review of compliance with consumer protection laws and regulations. Due to these heightened regulatory concerns, including increased enforcementsale of the CRAconsumer’s personal information, and the right not to be discriminated against for exercising these rights. The CCPA contains several exemptions, including an exemption applicable to information that is collected, processed, sold or disclosed pursuant to federal law. Similar laws have been and may be adopted by other states where we do business, and the federal government may also pass data privacy or data protection legislation. In addition, in the European Union, privacy law is now governed by the General Data Protection Regulation (the “GDPR”). The GDPR established enhanced compliance obligations and increased penalties for non-compliance compared to the prior law governing data privacy in the European Union.
In October 2016, the federal banking agencies issued an advance notice of proposed rulemaking on enhanced cyber risk management standards that are intended to increase the operational resilience of large and broad consumer protection powersinterconnected entities under their supervision and authorityhelp reduce the potential impact of a cyber incident on the CFPB, the Bankfinancial system. The proposed standards focus on five areas: (1) cyber risk governance; (2) cyber risk management; (3) internal dependency management; (4) external dependency management; and its affiliates may incur additional compliance costs or be required to expend additional funds for investments in their local community.


(5) incident response, cyber resilience and situational awareness.
Anti-Money Laundering, Sanctions and Anti-Corruption Regulations
TheU.S. anti-money laundering laws and regulations, including the U.S. Bank Secrecy Act (“BSA”) and the Uniting and Strengthening America by Providing Appropriate Tools Required to Intercept and Obstruct Terrorism Act of 2001 (“USA PATRIOT Act”) and itstheir corresponding regulations, substantially broadened the scope of U.S. anti-money laundering laws and regulations as set forth in the U.S. Bank Secrecy Act ("BSA"), by requiring insured depository institutions,require IDIs, broker-dealers, and certain other financial institutions to have policies, procedures and controls to detect, prevent and report money laundering and terrorist financing. The USA PATRIOT Act and its regulations also provide for information sharing, subject to certain conditions, between federal law enforcement agencies and financial institutions, as well as among financial institutions, for counter-terrorism purposes. FederalAdditionally, federal banking

regulators are required, when reviewing bank holding company acquisition and bank merger applications, to consider the effectiveness of the anti-money laundering activities of the applicants. Material deficiencies in anti-money laundering compliance, and non-compliance with related requirements such as the U.S. economic and trade sanctions regimes, can result in public enforcement actions by the bank regulatory agencies and other government agencies, including the imposition of civil money penalties and supervisory restrictions on growth and expansion. Such enforcement actions could also have serious reputational consequences for SVB Financial and the Bank.

In addition, towe must comply with economic sanctions administered by the anti-money laundering provisionsU.S. Treasury's Office of the BSAForeign Assets Control and USA PATRIOT Act, wetargeted against designated foreign countries, nationals and others. We are also subject to anti-corruption laws and regulations both in the United States and internationally, including the U.S. Foreign Corrupt Practices Act and the U.K. Bribery Act, which impose strict prohibitions on payments and hiring practices with regard to government officials and employees.

Material deficiencies in compliance with anti-money laundering and anti-corruption rules and sanctions regimes can result in public enforcement actions by the bank regulatory agencies and other government agencies, including civil money penalties and supervisory restrictions on growth and expansion.
Regulation of Certain Subsidiaries and Regulatory Affiliates
SVB SecuritiesLeerink LLC, a subsidiary of SVB Leerink, is registered as a broker-dealer with the SEC and is a member of FINRA, and accordingly, is subject to regulation by both agencies. SVB SecuritiesIt is also a member of the Securities Investor Protection Corporation. As a broker-dealer, SVB Securities must comply with a variety of regulationsAsset Management, SVB Wealth Advisory and funds management entities associated with its business lines, including (i) rules that govern the registration and examinationSVB Leerink Capital LLC, a subsidiary of SVB SecuritiesLeerink, are registered with the SEC under the Investment Advisers Act of 1940, as amended, and are subject to its employees, (ii) substantive requirements and prohibitions concerning its relationships with its customers and counterparties, (iii) anti-fraud provisions and (iv) requirements to develop and maintain internal compliance and supervisory programs. corresponding regulations.
SVB Securities alsoLeerink LLC must comply with the financial responsibility rules governing broker-dealers, including Rule 15c3-1 under the Securities Exchange Act of 1934, as amended (the "Exchange Act"“Exchange Act”), which is designed to measure the general financial condition and liquidity of a broker-dealer and seek to ensure its financial stability in light of its activities. Under this rule, SVB SecuritiesIt is required to maintain minimum net capital calculated in accordance with a specified formula in order to help meet its continuing commitments to customers and others. Under certain circumstances, this rulelevels, which could limit the ability of the Bankfor capital to withdraw capital from SVB Securitiesbe withdrawn or require a capital infusion to support growth in the business or new or ongoing activities. SVB Asset Management and SVB Wealth Advisory are registered with
In June 2019, the SEC underadopted a rule that requires broker-dealers to act in the Investment Advisers Actbest interest of 1940, as amended,their customers and are subject toissued an interpretation clarifying the its rules and regulations. In addition, following completionviews of various studies onthe existing fiduciary duty owed by investment advisers and broker-dealers required by the Dodd-Frank Act,to their clients. Additionally, the SEC has, among other things, recommended to Congressadopted a rule that it consider various means to enhance the SEC’s examination authority overrequires broker-dealers and investment advisers whichto provide a standardized, short-form disclosure highlighting services offered, applicable standards of conduct, fees and costs, the differences between brokerage and advisory services, and any conflicts of interest. Several states have also proposed uniform fiduciary duty standards for broker-dealers and advisers.
Further, the Company has oversight responsibilities with respect to the regulatory compliance of certain unconsolidated subsidiaries and affiliates, such as Vouch Inc., that the Company may have an impact on SVB Asset Management and SVB Wealth Advisory that we cannot currently assess.be deemed to control for purposes of the BHC Act.
Securities Registration and Listing
SVB Financial’s common stock, is5.250% Fixed-Rate Non-Cumulative Perpetual Preferred Stock, Series A (“Series A Preferred Stock”), and depositary shares, each representing a 1/40th interest in a share of Series A Preferred Stock (“Depositary Shares”), are registered under the ExchangeSecurities Act of 1933, as amended. SVB Financial’s common stock and Depositary Shares are also listed on the NASDAQNasdaq Global Select Market. As such, SVB Financial is subject to the SEC’s information, proxy solicitation, insider trading, corporate governance, and other public company requirements and restrictions of the Exchange Act, as well as theNasdaq’s Marketplace Rules and other requirements promulgated by Nasdaq Stock Market, LLC.requirements.
As a public company, SVB Financial is also subject to the accounting oversight and corporate governance requirements of the Sarbanes−OxleySarbanes-Oxley Act of 2002 (the “Sarbanes-Oxley Act”), including, among other things, required executive certification of financial presentations, increased requirements for board audit committees and their members, and enhanced requirements relating to disclosure controls and procedures and internal controlcontrols over financial reporting.
International Regulation
Our international-based subsidiaries and offices and global activities, including our banking branchbranches in the United Kingdom, Germany, Canada and the Cayman Islands as well as our joint venture bank in China, are subject to the respective laws and regulations of those countries and the regions in which they operate. This includes laws and regulations promulgated by, but not limited to, the Financial Conduct Authority and the Prudential Regulation Authority in the United Kingdom, the Office of the Superintendent of Financial Institutions in Canada, the German Federal Financial Supervisory Authority (BaFin), the China Banking and Insurance Regulatory Commission, the Cayman Islands Monetary Authority and the Hong Kong Monetary Authority. To the extent we are able to commence operations as anticipated in Canada and Germany or in any other international market, we will also become subject to the regulatory regimes of those jurisdictions. In jurisdictions where we do not currently have certain licenses or other regulatory authorizations, our activities may be limited. Moreover, promulgation by standard-setting bodies that are charged with the development of international regulatory frameworks, such as the Basel Committee, can affect the Bank and SVB Financial globally as national regulators implement the frameworks in local jurisdictions.

Available Information
We make available free of charge through our Internet website, http://www.svb.com, our annual report on Form 10-K, quarterly reports on Form 10-Q, current reports on Form 8-K, and amendments to those reports filed or furnished pursuant to Section 13(a) or 15(d) of the Exchange Act, as soon as reasonably practicable after such material is electronically filed with or furnished to the SEC. The contents of our website are not incorporated herein by reference and the website address provided is intended to be an inactive textual reference only.
ITEM 1A.RISK FACTORS
Our business faces significant risks, including credit, market and liquidity, operational, legal and regulatory and strategic and reputational risks. The factors described below are not intended to serve as a comprehensive listing of the risks we face and are generally applicable to more than one of the following categories of risks.face. Additional risks and uncertainties that we have not identified as material, or of which we currently are not aware, may also impair our business operations. If any of the events or circumstances described in the following factors occurs, our business, financial condition and/or results of operations could be materially and adversely affected.
Credit Risks
Because of the credit profile of our loan portfolio, our levels of nonperforming assets and charge-offs can be volatile. We may need to make material provisions for loancredit losses in any period, which could reduce net income, increase net losses or otherwise adversely affect our financial condition in that period.
Our loan portfolio has a credit profile different from that of most other banking companies. The credit profiles of our clients vary across our loan portfolio, based on the nature of theour lending we do forto different market segments.
Early-stage and mid-stage companies. In our portfolios for early-stage and mid-stage privately-heldprivately held companies, many of our loans are made to companies with modest or negative cash flows and/or no established record of profitable operations, primarily within the technology and life science and healthcare industries. Consequently, repayment of these loans is often dependent upon receipt by our borrowers of additional financing from venture capitalists or others, or in some cases, a successful sale to a third party, public offering or other form of liquidity or "exit"“exit” event. In recent periods, liquidity levels have been healthy and have improved. Manymany companies have been able to obtain liquidity through venture capital-backed financing as well as various other exit opportunities at relatively high valuations. However, there can be no assurance that they will be able to continue to obtain funding at current valuation levels, if at all. If current economic conditions weaken or do not continue to improve, such activities may slow down, or valuations may drop in a meaningful manner, which may impact the financial health of our client companies. For example, equity markets may be less receptive to initial public offerings due to the recent underperformance of certain initial public offerings in the technology sector. In such case, investors may provide financing in a more selective manner, at lower levels and/or on less favorable terms, if at all, any of which may have an adverse effect on our borrowers'borrowers’ ability to repay their loans to us. In addition, because of the intense competition and rapid technological change that characterizes the technology, and life science and healthcare industry sectors in which most of our borrowers reside, as well as periodic volatility in the market prices for their securities, a borrower’s financial position can deteriorate rapidly. Collateral for many of our loans often includes intellectual property and other intangible assets, which are difficult to value and may not be readily salable in the case of default. As a result, even if a loan is secured, we may not be able to fully recover the amounts owed to us, if at all.

Larger loans; syndicated loans. In addition, a meaningfulsignificant portion of our loan portfolio is comprised of our larger loans, which could increase the impact on us of any single borrower default. As of December 31, 2017,2019, gross loans equal to or greater than $20 million to any single client (individually or in the aggregate) totaled $10.5$15.5 billion, or 45.153.4 percent of our portfolio. These larger loans have over time represented and continue to represent, an increasingly greaterincreasing portion of our total loan portfolio.portfolio over time. They include capital call lines of credit to our private equity and venture capital clients, as well as other loans made to our later-stage and larger corporate clients, and may be made to companies with greater levels of debt relative to their equity, balance sheet liquidity or cash flow. Additionally, we have continued our efforts to grow our loan portfolio by agenting or arranging larger syndicated credit facilities and participating in larger syndicates agented by other financial institutions as well as making sponsor-led buyout loans, which are leveraged buyout or recapitalization financings typically sponsored by our private equity clients. In those arrangements where we do not act as the lead syndicate agent, our control or decision-making ability over the credit facility is typically limited to our participation interest.

Loans dependent on third parties. Further, the repayment of financing arrangements we enter into with our clients may be dependent on the financial condition or ability of third parties to meet their payment obligations to our clients. For example, we enter into formula-based financing arrangements that are secured by our clients’ accounts receivable from third parties with whom they do business. We also make loans secured by letters of credit issued by other third party banks and enter into letters of credit discounting arrangements, the repayment of which may be dependent on the reimbursement by third party banks. We also extend recurring revenue-based lines of credit, where repayment may be dependent on borrowers’ revenues from third parties. Further, in our loan portfolio of private equity and venture capital firm clients, many of our clients have lines of credit, the repayment of which areis dependent

on the payment of capital calls or management fees by the underlying limited partner investors in the funds managed by these firms. In recent periods, we have increased the levels of theseThese capital call lines of credit.credit are a significant portion of our loan portfolio. (Capital call

lines of credit represent more than half of our loan portfolio as of the end of 2019, and may in future periods increase). These third parties may not be able to meet their financial obligations to our clients or to us, which, ultimately, could have an adverse impact on us.

We also lendTechnology, life science and healthcare industries. In addition, because of the intense competition and rapid technological change that characterize the technology, life science and healthcare industry sectors in which most of our borrowers reside, as well as periodic volatility in the market prices for securities of companies in these industries, a borrower’s financial position can deteriorate rapidly. Collateral for many of our loans often includes intellectual property and other intangible assets, which are difficult to private equity and venture capital professionals primarily through SVB Private Bank. These individual clients may face difficulties meeting their financial commitments, especially during a challenging economic environment,value and may not be unable to repay their loans. In certain instances,readily salable in the case of default. As a result, even if a loan is secured, we may also relax loan covenantsnot be able to fully recover the amounts owed to us, if at all.
Wineries and conditions or extend loan terms to borrowers that are experiencing financial difficulties. While such determinations are based on an assessment of various factors including access to additional capital in the near term, there can be no assurance that such continued support will result in any borrower meeting his or her financial commitments. vineyards. In addition, we lend to premium wineries and vineyards through SVB Wine. Repayment of loans made to these clients may be dependent on overall wine demand and sales, or other sources of financing or income which may be adversely affected by a challenging economic environment, as well as overall grape supply and income from tourism which may be adversely affected by poor weather, heavy rains, flooding, droughts, fires, wildfires, earthquakes or other natural or catastrophic conditions.

Loans to individuals. We also lend to individual investors, executives, entrepreneurs or other influencers in the innovation economy, primarily through SVB Private Bank, a division of the Bank. These individual clients may face difficulties meeting their financial commitments, especially during a challenging economic environment, and may be unable to repay their loans. In certain instances, we may also relax loan covenants and conditions or extend loan terms to individual borrowers who are experiencing financial difficulties. While such determinations are based on an assessment of various factors, including access to additional capital in the near term, there can be no assurance that such continued support will result in any individual borrower meeting his or her financial commitments.
Based on the credit profile of our overall loan portfolio, our level of nonperforming loans, loan charge-offs and allowance for loancredit losses can be volatile and can vary materially from period to period. Increases in our level of nonperforming loans or loan charge-offs may require us to increase our provision for loancredit losses in any period, which could reduce our net income or cause net losses in that period. Additionally, such increases in our level of nonperforming loans or loan charge-offs may also have an adverse effect on our capital ratios, credit ratings and market perceptions of us. See Loans“Loans” under Management’s“Management’s Discussion and Analysis of Financial Condition and Results of Operations - Consolidated Financial ConditionCondition” under Part II, Item 7 of this report.
Our allowance for loancredit losses is determined based upon both objective and subjective factors, and may not be adequate to absorb loancredit losses.
As a lender, we face the risk that our borrower clients will fail to payrepay their loans when due. If borrower defaults cause large aggregate losses, it could have a material adverse effect on our business, results of operations or financial condition. We reserve for such losses by establishing an allowance for loancredit losses, the increase of which results in a charge to our earnings as a provision for loancredit losses. Although we have established an evaluation process designed to determine the adequacy of our allowance for loancredit losses that uses historical and other objective information, the classification of loans and the forecasts and establishment of loancredit losses are also dependent upon the subjective experience and judgment of our management. Actual losses are difficult to forecast, especially if such losses stem from factors beyond our historical experience or are otherwise inconsistent with our credit quality assessments. Moreover, bankingThere can be no assurance that our allowance for credit losses will be sufficient to absorb future credit losses or prevent a material adverse effect on our business, financial condition or results of operations.
ASU 2016-13, Financial Instruments-Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments ("ASU 2016-13" or "CECL"), became effective January 1, 2020 and amended the incurred loss impairment methodology with a methodology that reflects expected credit losses and requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. The standard removes the existing “probable” threshold in GAAP for recognizing credit losses and instead requires companies to reflect their estimate of credit losses over the life of the financial assets. We currently estimate the day 1 combined impact of adopting CECL on our allowance for loan losses and allowance for unfunded credit commitments to be an increase of approximately $50 million (on a pre-tax basis) or approximately 13% of the total combined allowance compared to our reported amount at December 31, 2019.Our ability to accurately forecast estimated credit losses will evolve based on how the new model and related inputs correspond to actual loss rates, and this process may take longer than expected.
Banking regulators, as part of their supervisory function, periodically review our methodology, models and the underlying assumptions, estimates and assessments we make in determining the adequacy of our allowance for loancredit losses. These

regulators may conclude that changes are necessary, which could impact our overall credit portfolio. Such changes could result in, among other things, modifications to our methodology or models, reclassification or downgrades of our loans, increases in our allowance for loancredit losses or other credit costs, imposition of new or more stringent concentration limits, restrictions in our lending activities and/or recognition of further losses. There can be no assurance that our allowance for loan losses will be sufficient to absorb future loan losses or prevent a material adverse effect on our business, financial condition or results of operations.

The borrowing needs of our clients may be unpredictable, especially during a challenging economic environment. We may not be able to meet our unfunded credit commitments, or adequately reserve for losses associated with our unfunded credit commitments, which could have a material adverse effect on our business, financial condition, results of operations or reputation.
A commitment to extend credit is a formal agreement to lend funds to a client as long as there is no violation of any conditionthe conditions established under the agreement.agreement have been satisfied. The actual borrowing needs of our clients under these credit commitments have historically been lower than the contractual amount of the commitments. As a result, we typically have a substantial amount of total unfunded credit commitments reflected off our balance sheet, and a significant portion of these commitments ultimately expire without being drawn upon. See Note 19—“22-”Off-Balance Sheet Arrangements, Guarantees and Other Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details. However, the actual borrowing needs of our clients may exceed our expected funding requirements. For example, our client companies may be more dependent on our credit commitments in a challenging economic environment due to the lack of available credit elsewhere, the increasing costs of credit through other channels, or the limited availability of financings from private equity or venture capital firms. In addition, limited partner investors of our private equity and venture capital fund clients may fail to meet their underlying investment commitments due to liquidity or other financing difficulties, which may impact our clients’ borrowing needs. Any failure to meet our unfunded credit commitments in accordance with the actual borrowing needs of our clients may have a material adverse effect on our business, financial condition, results of operations or reputation.

Further, although we have established a reserve for losses associated with our unfunded credit commitments, the level of the reserve is determined by a methodology that is similar to that used to establish our allowance for loancredit losses in our funded loan portfolio. While theportfolio and that has also been amended by CECL. The reserve is susceptible to significant changes itand is primarily based on credit commitments outstanding less the amounts that have been funded, the amount of the unfunded portion that we expect to be utilized in the future, credit quality of the loan credit commitments, and management’s estimates and judgment. There can be no assurance that our allowance for unfunded credit commitments will be adequate to provide for actual losses associated with our unfunded credit commitments. An increase in the allowance for unfunded credit commitments in any period may result in a charge to our earnings, which could reduce our net income or increase net losses in that period.
CECL became effective January 1, 2020 and amended the incurred loss impairment methodology with a methodology that reflects expected credit losses and requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. The standard removes the existing “probable” threshold in GAAP for recognizing credit losses and instead requires companies to reflect their estimate of credit losses over the life of the financial assets. We currently estimate the day 1 combined impact of adopting CECL on our allowance for loan losses and allowance for unfunded credit commitments to be an increase of approximately $50 million (on a pre-tax basis) or approximately 13% of the total combined allowance compared to our reported amount at December 31, 2019.Our ability to accurately forecast estimated credit losses will evolve based on how the new model and related inputs correspond to actual loss rates, and this process may take longer than expected.
Market and Liquidity Risks
Our current level of interest rate spread may decline in the future. Any material reduction in our interest rate spread caused by sustained periods of low market interest rates or changes in our clients' preferences for interest-bearing deposit products in periods of rising interest rates, could have a material adverse effect on our business, results of operations or financial condition.
A significant portion of our net income comes from our interest rate spread, which is the difference between the interest rates paid by us on interest-bearing liabilities, such as deposits and internal borrowings, and the interest rates and fees we receive on our interest-earning assets, such as loans extended to our clients, securities held in our investment portfolio and excess cash held to manage short-term liquidity. Our interest rate spread can be affected by the mix of the types of loans, investment securities, deposits and other liabilities on our balance sheet, as well as a variety of external factors beyond our control that affect interest rate levels, such as competition, inflation, recession, global economic disruptions, unemployment and the fiscal and monetary policies of various governmental bodies. For example, changes in key variable market interest rates, such as the Federal Funds, National Prime the London Interbank Offered Rate (“LIBOR”Prime”), LIBOR or Treasury rates, generally impact our interest rate spread. While changes in interest rates do not generally produce equivalent changes in the revenues earned from our interest-earning assets and the expenses associated with our interest-bearing liabilities, increases in market interest rates are nevertheless likely to cause our interest rate spread to increase. Conversely, if interest rates decline, our interest rate spread will likely decline. In response to the last global economic recession, the U.S. Federal Reserve and other central banking institutions took monetary policy actions, including the utilization of quantitative easing and created and maintained a low interest rate environment. Over the last few years, interest rates have increased. Since December 2015, theThe Federal Reserve has raisedrecently lowered interest rates five times and may institute further changescontinue to do so in the future. Increases,If interest rates do not rise or sustained periods ofcontinue to decline, low rates could constrain our interest rate spread and may adversely affect our business forecasts. On the other hand, increases in interest rates may result in

a change in the mix of non-interest and interest bearinginterest-bearing accounts, and the level of off-balance sheet market-based investment preferred by our clients, which may also impact our interest rate spread. If interest rates decline or do not continue to rise, low rates could constrain our interest rate spread and may adversely affect our business forecasts. In addition, changes
Changes in the method of determining LIBOR or other reference rates, or uncertainty related to such potential changes, may adversely affect the value of reference rate-linked debt securities that we hold or issue, which could further impact our interest rate spread. Any material reductionIn 2017, the U.K. Financial Conduct Authority announced that it would no longer persuade or compel submission of bank rates used for calculation of LIBOR after 2021. This announcement indicates that the continuation of LIBOR on the current basis cannot and will not be guaranteed after 2021. Consequently, at this time, it is not possible to predict whether and to what extent banks will continue to provide submissions for the calculation of LIBOR. Similarly, it is not possible to predict what rate or rates may become accepted alternatives to LIBOR, or what the effect of any such changes in our interestviews or alternatives may be on the markets for LIBOR-linked financial instruments.
Regulators, industry groups and certain committees (for example, the Alternative Reference Rates Committee) have published recommended fallback language for LIBOR-linked financial instruments, identified recommended alternatives for certain LIBOR rates (e.g., the Secured Overnight Financing Rate as the recommended alternative to U.S. Dollar LIBOR), and proposed implementations of the recommended alternatives in floating rate spread could have a material adverseinstruments. At this time, it is not possible to predict whether these recommendations and proposals will be broadly accepted, whether they will continue to evolve, and what the effect of their implementation may be on our business, results of operations orthe markets for floating-rate financial conditions.
instruments.
Liquidity risk could impair our ability to fund operations and jeopardize our financial condition.
Liquidity is essential to our business, both at the SVB Financial and the Bank level. We require sufficient liquidity to meet our expected financial obligations, as well as unexpected requirements stemming from client activity and market changes. Primary liquidity resources for SVB Financial include cash flow from investments and interest in financial assets held by operating subsidiaries other than the Bank; to the extent declared, dividends from the Bank, its main operating subsidiary; and as needed, periodic capital market transactions offering debt and equity instruments in the public and private markets. The primary source of liquidity for the Bank is client deposits. When needed, our liquidity is supplemented by wholesale borrowing capacity in the form of short- and long-term borrowings secured by our portfolio of high quality investment securities, long-term capital market debt issuances and unsecured overnight funding channels available to us in the Federal Funds market supplement our liquidity.market. An inability to maintain or raise funds through these sources could have a substantial negative effect, individually or collectively, on SVB Financial and the Bank'sBank’s liquidity. Our access to funding sources in amounts adequate to finance our activities, or on terms attractive to us, could be impaired by factors that affect us specifically or the financial services industry in general. For example, factors that could detrimentally impact our access to liquidity sources include a decrease in the level of our business activity due to a market downturn or adverse regulatory action against us, a downturn in asset markets such that the collateral we hold cannot be realized or is liquidated at prices not sufficient to recover the full amount of our secured obligations, a reduction in our credit rating, any damage to our reputation or any other decrease in depositor or investor confidence in our creditworthiness and business. Our access to liquidity could also be impaired by factors that are not specific to us, such as laws and regulations that limit the amount of intercompany dividends that bank subsidiaries may pay, severe volatility or disruption of the financial markets or negative views and expectations about prospects for the financial services industry as a whole. Any such event or failure to manage our liquidity effectively could affect our competitive position, increase our borrowing costs and the interest rates we pay on deposits, limit our access to the capital markets and have a material adverse effect on our financial condition.

Our equity warrant assets, venture capital and private equity fund investments and direct equity investment portfolio gains depend upon the performance of our portfolio investments and the general condition of the public and private equity and mergermergers and acquisitionacquisitions markets, which are uncertain and may vary materially by period.
In connection with negotiated credit facilities and certain other services, we often obtain equity warrant assets giving us the right to acquire stock in private, venture-backed companies in the technology, and life science and healthcare industries subject to applicable regulatory limits, welimits. We have also made investments through SVB Financial, SVB Leerink and our SVB Capital family of funds in venture capital funds and direct investments in companies, many of which are required to be carried at fair value or are impacted by changes in fair value. The fair valuevalues of these warrants and investments are reflected in our financial statements and are adjusted on a quarterly basis. Fair value changes are generally recorded as unrealized gains or losses through consolidated net income. However, the timing and amount of changes in fair value, if any, of these financial instruments dependdepends on factors beyond our control, including the perceived and actual performance of the companies or funds in which we invest, fluctuations in the market prices of the preferred or common stock of the portfolio companies, the timing of our receipt of relevant financial information from these companies, market volatility and interest rate factors and legal and contractual restrictions. Moreover, the timing and amount of our realization of actual net proceeds, if any, from our disposition of these financial instruments also often depend on factors beyond our control. In addition to those mentioned above, such factors include the level of public offeringofferings, and mergermergers and acquisitionacquisitions or other exit activity, legal and contractual restrictions on our ability to sell our equity positions (including the expiration of any “lock-up” agreements) and the timing of any actual dispositions. Because of the inherent

variability of these financial instruments and the markets in which they are bought and sold, their fair market value might increase or decrease materially from period to period, and the net proceeds ultimately realized upon disposition might be materially different than the then-current recorded fair market value.

In addition, depending on the fair value of these warrants and direct equity investments, a meaningful portion of the aggregate fair value of our total warrant and direct equity investment portfolios may, from time to time, be concentrated in a limited number of warrants and direct equity investments. Valuation changes in one or more of these warrants or direct equity investments may have a material impact on the valuation of our total investment portfolio. Moreover, because valuations of private companies are inherently uncertain, may fluctuate over short periods of time and may be based on estimates, our determinations of fair value for private companies may differ materially from the values that would have been used if a ready market for these securities existed. Therefore, fair value determinations may materially understate or overstate the value that we ultimately realize upon the sale of one or more investments. We cannot predict future realized or unrealized gains or losses, and any such gains or losses are likely to vary materially from period to period. See Note 13—“16-”Derivative Financial Instruments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details.

IncreaseChanges in the market for public equity offerings, mergers and acquisitions or a slowdown in private equity or venture capital investment levels may reduceaffect the needs of our clients for investment banking or mergers and acquisitions advisory services and the borrowing needs of our clients, which could in turn adversely affect our business, results of operations or financial condition.
While an active market for public equity offerings, financings, and mergermergers and acquisitionacquisitions activity generally has positive implications for our business, one negative consequence is that our clients may pay off or reduce their loans with us if they complete a public equity offering, are acquired by or merge with another entity or otherwise receive a significant equity investment. Moreover,
By contrast, a low demand for public equity or mergers and acquisitions transactions or an inability to complete such transactions due to events affecting market conditions generally, such as a partial or full U.S. government shutdown, could result in fewer transactions overall and therefore decrease revenues of SVB Leerink, our investment banking business, as such revenues stem primarily from underwriting and advisory fees associated with capital markets and mergers and acquisitions transactions.
A slowdown in overall private equity or venture capital investment levels may reduce the need for our clients to borrow from our capital call lines of credit, which are typically utilized by our private equity and venture capital fund clients to make investments prior to receipt of capital called from their respective limited partners. A slowdown in overall private equity or venture capital investment levels may reduce the need for our clients to borrow from our capital call lines of credit. Any significant reduction in the outstanding amounts of our loans or under our lines of credit could have a material adverse effect on our business, results of operations or financial condition.
Operational Risks
If we fail to retain our key employees or recruit new employees, our growth and results of operations could be adversely affected.
We rely on key personnel, including a substantial number of employees who have technical expertise in their subject matter area and a strong network of relationships with individuals and institutions in the markets we serve. In addition, as we expand ininto international markets, we will need to hire local personnel within those markets. Further, competition for key personnel is substantial and may increase, particularly if new competitors seek to enter one of our markets or existing market participants seek to increase their market share. If we were to have less success in recruiting and retaining these employees than our competitors, for reasons including domestic or foreign regulatory restrictions on compensation practices or the availability of more attractive opportunities elsewhere, our growth and results of operations could be adversely affected.

Moreover, equity awards are an important component of our compensation program, especially for our executive officers and other members of senior management. The extent of shares available for grant in connection with such equity awards pursuant to our incentive compensation plans is generally subject to stockholder approval. Our grants are also subject to our

internal equity burn rate limit. If we do not have sufficient shares to grant to existing or new employees, there could be an adverse effect on our recruiting and retention efforts, which could impact our growth and results of operations.

The occurrence of fraudulent activity, breaches of our information security or cybersecurity-related incidents could have a material adverse effect on our business, financial condition or results of operations.
As a financial institution, we are susceptible to fraudulent activity, information security breaches and cybersecurity-related incidents that could be committed against us, our clients or our clients,third party partners, which may result in financial losses or

increased costs to us or our clients, disclosure or misuse of our information or our client information, misappropriation of assets, privacy breaches against our employees or clients, litigation or damage to our reputation. Such fraudulent activity may take many forms, including check fraud, electronic fraud, wire fraud, phishing, social engineering, business email compromise, malfeasance and other dishonest acts. Information security breaches and cybersecurity-related incidents may include fraudulent or unauthorized access to systems used by us, our clients or third party partners, denial or degradation of service attacks, malware or other cyber-attacks. Sources of attacks vary and may include hackers, disgruntled employees or vendors, organized crime, terrorists, foreign governments, corporate espionage and activists. In recent periods, there continues to be a rise in electronic fraudulent activity, security breaches and cyber-attacks within the financial services industry, especially in the commercial banking sector due to cyber criminals targeting commercial bank accounts. Consistent with industry trends, we remain at risk for attempted electronic fraudulent activity, as well as attempts at security breaches and cybersecurity-related incidents. These attempts can be, and in some cases have been, directed at us (including our employees, executives or directors), as well as our vendors or other third party partners. Moreover, in recent periods, large corporations (including financial institutions and retail companies), as well as U.S. governmental agencies, have suffered significant data breaches, in some cases exposing not only confidential and proprietary corporate information, but also sensitive financial and other personal information of their customers and employees and subjecting them to potential fraudulent activity. Some of our clients may have been affected by these breaches, which increase their risks of identity theft, credit card fraud and other fraudulent activity that could involve their accounts with us, which could subject us to potential liability. Additionally, state-sponsored or terrorist-sponsored efforts to hack or disable information technology systems increases risks, since the motivation may be for geopolitical as much as for financial gain.

Information pertaining to us and our clients is maintained, and transactions are executed, on our networks and systems, as well as those of our clients and certain of our third-partythird party partners, such as our online banking or reporting systems. The secure maintenance and transmission of confidential information, as well as execution of transactions over these systems, are essential to protect us and our clients against fraud and security breaches and to maintain our clients'clients’ confidence. Breaches of information security also may occur, and in infrequent cases have occurred, through intentional or unintentional acts by those having access to our systems or our clients’ or counterparties’ confidential information, including employees and third-partythird party contractors. In addition, SVB provides card transaction processing services to some merchant customers under agreements we have with those merchants and/or with the payment networks. Under these agreements, we may be responsible for certain losses and penalties if one of our merchant customers suffers a data security breach. Furthermore, SVB'sSVB’s cardholders use their debit and credit cards to make purchases from third parties or through third-partythird party processing services. As such, SVB is subject to risk from data breaches of such third-party'sthird party’s information systems or theirits payment processors, for reasons including unauthorized card use. Such a data security breach could compromise SVB'sSVB’s account information, cause losses on card accounts and increase litigation costs. SVB may suffer losses associated with reimbursing our customers for such fraudulent transactions on customers'customers’ card accounts, as well as for other costs related to data security breaches, such as replacing cards associated with compromised card accounts.

We also offer certain services that allow non-accountholders to process payments through SVB’s systems, as well as financial analytics services. In the course of providing those services, we may obtain sensitive data about customers who do not otherwise hold accounts with us, including information regarding accounts held at other institutions, as well as profit and loss and other proprietary financial or other information regarding our customers or the non-accountholders they service. In the event of a data breach, this sensitive information may be exposed and could subject us to claims for damages.

In addition, increases in criminal activity levels and sophistication, advances in computer capabilities, new discoveries, vulnerabilities in third-partythird party technologies and services (including cloud computing and storage, computing hardware, browsers and operating systems) or other developments could result in a compromise or breach of the technology, processes and controls that we use to prevent fraudulent transactions and to protect data about us, our clients and underlying transactions, as well as the technology used by our clients to access our systems. The forms, methods and sophistication of fraud, security breaches, cyber-attacks and other similar criminal activity continue to evolve, and as we evolve and grow our business, especially in new businesses or geographies, we may be unable to foresee future risks. Although we have developed, and continue to invest in, systems and processes that are designed to detect and prevent security breaches and cyber-attacks and periodically test our security and effectiveness of our cyber incident response plans, our risk mitigation strategies and internal controls, including risk assessment policies and procedures, testing, backup and redundancy systems, incident response plans, training and authentication or encryption tools, may not be effective against defending against fraud, security breaches or cyber-attacks. Our inability to anticipate, or failure to adequately mitigate, fraudulent activities, breaches of security or cyber-attacks could result in: financial losses to us or our clients; our loss of business and/or clients; loss or exposure of our confidential data or information; damage to our reputation; the incurrence of additional expenses; loss of personnel; disruption to our business; force majeure claims by us or critical suppliers; our inability to grow our

online services or other businesses; additional regulatory scrutiny or penalties; or our exposure to civil litigation and possible financial liability --- any of which could have a material adverse effect on our business, financial condition and results of operations. Our risk mitigation strategies and internal controls, including risk assessment policies and procedures, testing, backup and redundancy systems, incident response plans, training, and authentication or encryption tools, may not be effective against defending against fraud, security breaches or cyber-attacks.

More generally, publicized information concerning security and cyber-related problems could inhibit the use or growth of electronic or web-based applications or solutions as a means of conducting commercial transactions. Such publicity may also cause damage to our reputation as a financial institution. As a result, our business, financial condition or results of operations could be adversely affected.
liability.
We face risks associated with the ability of our information technology systems and our people and processes to support our operations and future growth effectively.

Our information technology systems, people and internal business processes are critical to our operations and future growth. Our systems may be subject to service outages from time to time due to various reasons, including infrastructure failures, interruptions due to system upgrades or malware removal, employee error or malfeasance, or other force majeure-related reasons (such as recent blackouts in California), which could cause business disruption. Additionally, our systems and processes need to be sufficiently scalable to operate effectively, and we need to have the appropriate talent and organizational structures to support our business. As a result, we continue to invest in technology and more automated solutions in order to optimize the efficiency of our core operational and administrative infrastructure. In the absence of having effective automated solutions, we may rely on manual processes which may be more prone to error. Moreover, as we evolve, we may further install or implement new systems and processes or otherwise replace, upgrade or make other modifications to our existing systems and processes. These changes could be costly and require significant investment in the training of our employees and other third-partythird party partners, as well as impose substantial demands on management time. If we do not implement new initiatives or utilize new technologies effectively or in accordance with regulatory requirements, or if our people (including outsourced business partners) are not appropriately trained or developed or do not perform their functions properly or have the appropriate resources to do so, we could experience business interruptions or other system failures which, among other things, could result in inefficiencies, revenue losses, loss of clients, employee dissatisfaction, exposure to fraudulent activities, regulatory enforcement actions or damage to our reputation, each of which could have a material adverse effect on our business.
Business disruptions and interruptions due to natural disasters and other external events beyond our control can adversely affect our business, financial condition or results of operations.
Our operations can be subject to natural disasters and other external events beyond our control, such as the effects of earthquakes, fires, floods, severe weather, public health issues such as the recent outbreak of the coronavirus or other pandemic diseases, power failures, telecommunication loss, major accidents, terrorist attacks, acts of war, and other natural and man-made events.events, some of which may be intensified by the effects of climate change and changing weather patterns. For example, our corporate headquarters and some of our critical business offices are located in California, nearwhich has recently experienced major wildfires and blackouts and is located over major earthquake faults.fault lines. An earthquake or other disaster could cause severe destruction, disruption or interruption to our operations or property. property and significantly impact our employees. More recently, the coronavirus outbreak, which originated in China, has impacted other countries. There have been numerous reports of the outbreak disrupting or restricting supply chains, resulting in closures of facilities and reductions in demand across companies in a variety of industries. It is also possible that the spread of the coronavirus may have direct effects on our operations, such as limiting employee travel or increasing telecommuting arrangements.  In addition, recent developments and reports relating to the coronavirus have coincided with heightened volatility in financial markets in the U.S. and worldwide. If the coronavirus adversely affects the ability of our borrowers to satisfy their obligations, the demand for our loans, or our business operations, or leads to a significant or prolonged impact on global markets or economic growth, our financial conditions and results of operations could be adversely affected. 
We and other financial institutions generally must resume operations promptly following any interruption. If we were to suffer a disruption or interruption and were not able to resume normal operations within a period consistent with industry standards, our business, financial condition or results of operations could be adversely affected in a material manner. In addition, depending on the nature and duration of the disruption or interruption, we might become vulnerable to fraud, additional expense or other losses, or to a loss of business and clients. Although we have implemented a business continuity management program that we continue to enhance on an ongoing basis, there can be no assurance that the program will adequately mitigate the risks of such business disruptions and interruptions.

Additionally, natural disasters and external events, including those occurring in and around the state of California, could affect the business and operations of our clients, which could impair their ability to payrepay their loans or fees when due, impair the value of collateral securing their loans, cause our clients to reduce their deposits with us, or otherwise adversely affect their business dealings with us, any of which could have a material adverse effect on our business, financial condition or results of operations. A significant portion of our client borrowers, including our premium winery and vineyard clients, our SVB Private Bank mortgage clients and other corporate clients, are located in or have offices in the state of California, which has historically experienced severe natural disasters resulting in disruptions to businesses and damage to property, including wildfires in 2017 that impacted regions of Northern California where some of our premium wine clients are located.and earthquakes. If there is a major earthquake, flood, fire, drought or other natural or catastrophic disaster in California or elsewhere in the markets in which we operate, our borrowers may experience uninsured property losses or sustained disruption to business or loss that may materially impair their ability to meet the terms of their loan obligations.


We face reputation and business risks due to our interactions with business partners, service providers and other third parties.
We rely on third parties, both in the United States and internationally in countries such as Canada, the United Kingdom, Germany, Denmark, Hong Kong, China, Israel and India, to provide services to us and our clients or otherwise act as partners in our business activities in a variety of ways, including through the provision of key components of our business infrastructure.

We expect these third parties to perform services for us, fulfill their obligations to us, accurately inform us of relevant information, and conduct their activities in a manner that reflects positively on our brand and business. Although we manage exposure to such third party risk through a variety of means, including the performance of due diligence and ongoing monitoring of vendor performance, there can be no assurance these efforts will be effective. Any failure of our business partners, service providers or other third parties to meet their commitments to us or to perform in accordance with our expectations could result in operational disruptions, increased expenditures, regulatory actions in which we may be held responsible for the actions of third parties, damage to our reputation and the loss of clients, which in turn could harm our business and operations, strategic growth objectives and financial performance.
Our third party partners may also rely on their own business partners and service providers in the ordinary course of their business. Although we seek to diversify our exposure to third party partners in order to increase our resiliency, we are nevertheless exposed to the risk that a disruption or other information technology event at a common service provider to our vendors could impede their ability to provide products or services to us, which in turn could harm our business and operations, strategic growth objectives and financial performance.
The soundness of other financial institutions could adversely affect us.
Financial services institutions are interrelated because of trading, clearing, counterparty and other relationships. We routinely execute transactions with counterparties in the financial services industry, including brokers and dealers, commercial banks, investment banks, payment processors and other institutional clients, which may result in payment obligations to us or to our clients due to products we have arranged. Many of these transactions expose us to credit and market risk that may cause our counterparty or client to default. In addition, we are exposedparticular, the interconnectivity of multiple financial services institutions with central agents, exchanges and clearing houses, and the increased centrality of these entities, increases the risk that an operational failure at one institution or entity may cause an industry-wide operational failure that could materially impact our ability to market risk when the collateral we hold cannot be realized or is liquidated at prices not sufficient to recover the full amount of the secured obligation.conduct business. Any losses arising from such occurrences could materially and adversely affect our business, results of operations or financial condition.
We depend on the accuracy and completeness of information about customers and counterparties.
In deciding whether to extend credit or enter into other transactions with customers and counterparties, we may rely on information furnished to us by or on behalf of customers and counterparties, including financial statements and other information relating to their business or financial condition. We also may rely on representations of customers and counterparties as to the accuracy and completeness of that information and, with respect to financial statements, on reports or other certifications of their auditors or accountants. For example, under our accounts receivable financing arrangements, we rely on information, such as invoices, contracts and other supporting documentation, provided by our clients and their account debtors to determine the amount of credit to extend. Similarly, in deciding whether to extend credit, we may rely upon our customers’ representations that their financial statements conform to U.S. GAAP (or other applicable accounting standards in foreign markets) and present fairly, in all material respects, the financial condition, results of operations and cash flows of the customer. If we rely on materially misleading, false, inaccurate or fraudulent information in evaluating the credit-worthinesscreditworthiness or other risk-profilesrisk profiles of our clients or counterparties, we could be subject to loancredit losses, regulatory action, reputational harm or experience other adverse effects on our business, results of operations or financial condition.
Our accounting policies and methods are key to how we report our financial condition and results of operations. They require management to make judgments and estimates about matters that are uncertain.
Our accounting policies and methods are fundamental to how we record and report our financial condition and results of operations. Our management must exercise judgment in selecting and applying many of these accounting policies and methods so they comply with U.S. GAAP and reflect management's judgment of the most appropriate manner to report our financial condition or results. In some cases, management must select the accounting policy or method to apply from two or more alternatives, any of which might be reasonable under the circumstances yet might result in our reporting materially different amounts than would have been reported under an alternative policy or method.
If we fail to maintain an effective system of internal control over financial reporting, we may not be able to accurately report our financial results. As a result, current and potential holders of our securities could lose confidence in our financial reporting, which would harm our business and the trading price of our securities.
Maintaining and adapting our internal controls over financial reporting, as required by Section 404 of the Sarbanes-Oxley Act and related rules and regulations of the SEC, can be costly and require significant management attention. As we continue to grow or acquire additional businesses, our internal controls may become more complex and require additional resources to ensure they remain effective amidst dynamic regulatory and other guidance. Failure to maintain effective controls or implement required new or improved controls or difficulties encountered in the process may harm our operating results or cause us to fail to meet our reporting obligations. If we or our independent registered accounting firm identify material weaknesses in our internal controlcontrols over financial reporting or if we are otherwise required to restate our financial statements, we could be required to implement costly and time-consuming remedial measures and could lose investor confidence in the accuracy and completeness of our financial reports. We may also

face regulatory enforcement or other actions, including the potential delisting of our common stock from the NASDAQ Stock Market. This could have an adverse effect on our business, financial condition or results of operations, as well as the trading price of our securities, and could potentially subject us to litigation.

We face risks associated with our current international operations and ongoing international expansion.
One important component of our strategy is to expand internationally. We currently have international offices in Canada, the United Kingdom, Israel, Germany, Denmark, India, Hong Kong and China, including a joint-venture bank in China. We further plan to expand our operations and business activities in some of our current international markets, as well as expand our business beyond those markets, including Germany and Canada.markets. Our efforts to expand our business internationally carry with them certain risks, including risks arising from the uncertainty regarding our ability to generate revenues from foreign operations; risks associated with leveraging and doing business with local business partners through joint ventures, strategic arrangements or other partnerships; and other general operational risks. In addition, there are certain risks inherent in doing business on an international basis, including, among others, legal, regulatory and tax requirements and restrictions,restrictions; uncertainties regarding liability, tariffs and other trade barriers, such as recent trade tensions between the United States and China; uncertainties regarding international public health issues like the recent outbreak of the coronavirus; difficulties in staffing and managing foreign operations,operations; the incremental requirement of management'smanagement’s attention and resources,resources; differing technology standards or customer requirements,requirements; data security or transfer risks,risks; cultural differences,differences; political and economic risks such as uncertainty created by the approvalwithdrawal of an advisory referendum by a majority of voters in the United Kingdom to the leavefrom the European Union in June 2016,on January 31, 2020; and financial risks, including currency and payment risks such as fluctuation in the value of the euro and Chinese yuan (renminbi). These risks could hinder our ability, or the ability of our local partners, to service our clients effectively, and adversely affect the success of our international operations, which, in turn, could have a material adverse effect on our overall business, results of operations or financial condition. In addition, we face risks that our employees and affiliates may fail to comply with applicable laws and regulations governing our international operations, including the U.S. Foreign Corrupt Practices Act, U.K. Bribery Act, anti-corruption laws, privacy laws, economic and trade sanctions requirements and other foreignapplicable laws and regulations. Failure to comply with such laws and regulations could, among other things, result in enforcement actions and fines against us, as well as limitations on the conduct of our conduct,business, any of which could have a material adverse effect on our business and results of operations.
Legal and Regulatory Risks
We are subject to extensive regulation that could limit or restrict our activities, impose financial requirements or limitations on the conduct of our business, or result in higher costs to us, and the stringency of the regulatory framework applicable to us may increase if, and as, our asset sizebalance sheet continues to grow.
SVB Financial, Group, including the Bank, is extensively regulated under federal and state laws and regulations governing financial institutions, including those imposed by the FDIC, the Federal Reserve, the CFPB, the SEC and the DBO, as well as various regulatory authorities that govern our global activities. Federal and state laws and regulations govern, restrict, limit or otherwise affect the activities in which we may engage and may affect our ability to expand our business over time, result in an increase in our compliance costs, including higher FDIC insurance premiums, and may affect our ability to attract and retain qualified executive officers and employees.employees (especially when compared to competitors not subject to similar restrictions). Further, the stringency of the federal bank prudential regulatory framework that applies to us may increase as our asset size and international business grows. As one example, under the Dodd-Frank Act and current Federal Reserve regulations, certain enhanced prudential standards will apply to us if we reach or exceed $50 billion in average total consolidated assets. In addition, federal regulations implementing the advanced approaches capital rules as well as the additional heightened standards noted above apply to banking organizations with total consolidated assets of $250 billion or more or $10 billion or more in on-balance sheet foreign exposure (which is a measure of international activity). Compliance with any of these additional requirements could require a material investment of resources and lead to other limitations on our business and our ability to expand. Further, a
A change in the applicable statutes, regulations or regulatory policypolicies could have a material adverse effect on our business, including limiting or imposing conditions on the types of financial services and products we may offer or increasing the ability of nonbanks to offer competing financial services and products. These laws and regulations also require financial institutions, including SVB Financial and the Bank, to maintain certain minimum levels of capital and meet other minimum financial standards, which may require us to raise additional capital in the future, affect our ability to use our capital resources for other business purposes or affect our overall business strategies and plans. Furthermore, following the 2008 financial crisis, the Basel Committee adopted additional capital, leverage and liquidity standards under Basel III, and has since finalized additional standards. Most notably, in December 2017, the Basel Committee published a set of revisions to its Basel III framework to address perceived weaknesses in the current methodology for calculating risk weighted assets, in particular to increase the risk-sensitivity of the standardized approach and to constrain banking organizations’ discretion in modeling their capital requirements under models-based approaches (such as the advanced approaches in the United States). Following the adoption of the final standards, the Federal Reserve, the FDIC and the OCC announced on December 7, 2017 that they support the conclusion of efforts to reform the international bank capital standards in response to the global financial crisis, and that they would consider how to appropriately apply these revisions to the Basel III reform package in the United States through the standard notice-and-comment rulemaking process. The Federal Reserve previously has adopted regulations that generally align with international standards,

and have the effect of raising our capital requirements beyond those previously in place. Such requirements include limitations on capital distributions and discretionary bonus payments to executives if certain minimum capital requirements are not maintained. The Federal Reserve also has adopted certain stress testing requirements, the results of which we are required to submit to the Federal Reserve and to disclose to the public. In addition, depending on the results of the stress tests, we could be required to raise additional capital or take certain other actions. Increased regulatory requirements (and the associated compliance costs), whether due to the growth of our business, the adoption of new laws and regulations, changes in existing laws and regulations, or more expansive or aggressive interpretations of existing laws and regulations, may have a material adverse effect on our business, financial condition or results of operations.

If we continue to grow and meet regulatory thresholds that trigger enhanced standards, such as average total consolidated assets of $50 billion or more or $10 billion or more in foreign exposures, we will be subject to more stringent regulations, including certain enhanced prudential standards required by the Dodd-Frank Act and regulations adopted by the Federal Reserve applicable to large bank holding companies.
As of December 31, 2017,2019, our total consolidated assets were $51.2 billion and we had approximately $6.0 billion in on-balance sheet foreign exposures.$71.0 billion. Under the Federal Reserve’sTailoring Rules, many enhanced prudential standard regulations, SVB Financial would become subjectstandards and other related requirements do not currently apply to more stringent prudential standards if, whether as a result of organic growth, potential future acquisitions or otherwise, we averagedbank holding companies with total consolidated assets of $50$100 billion or more at the end of a four-quarter period. Pursuant to the Dodd-Frank Act, the more stringent prudential standards include requirements related to risk-based and leverage capital, liquidity, risk management, resolution planning, supervisory capital stress testing, single counterparty credit exposure limits, and early remediation - all of which require appropriate resources and planning. The Dodd-Frank Act further permits, but does not require, the Federal Reserve to applyless, such as SVB Financial. Certain enhanced prudential standards and related requirements would apply to large bank holding companiesus should we exceed $100 billion in other areas, including short-term debt limitstotal consolidated assets. For example, Category IV institutions under the Tailoring Rules (which generally are those with between $100 billion and enhanced public disclosures. Further, our international business continues to grow. Crossing the Advanced Approaches Thresholds would trigger additional heightened requirements$250 billion in total consolidated assets and compliance costs that may have a material adverse effect on our business, financial conditions or results of operations. Our level of foreign exposures is determined based on our current understanding of applicable regulatory standards, guidance, interpretations, expectations and assumptions, and may beless than $75 billion in certain risk-based indicators) are subject to change based on any modifications, clarifications or evolution of these standards, guidance, interpretations, expectations or assumptions.additional requirements, such as supervisory stress testing and the requirement to submit an annual capital plan to the Federal Reserve.

If we become subject to such enhancedadditional prudential standards, we will face more stringent requirements or limitations on our business, as well as increased compliance costs. For example, if we are subject to CCAR, the Federal Reserve may object to, or otherwise not respond favorably to, our capital plan, capital actions or stress test results, and we may be limited as to how we utilize our capital, including with respect to common stock dividends and stock repurchases. In addition, if we become subject to the Federal Reserve’s and the FDIC’s resolution planning rules requiring us to submit plans for an orderly resolution in the event of material financial distress or failure, and those agencies jointly determine that our resolution plan is not credible, and we fail to cure the deficiencies in a timely manner, the Federal Reserve and the FDIC may jointly impose on SVB Financial or our subsidiaries more stringent capital, leverage or liquidity requirements or restrictions on growth, activities or operations, or require the divestment of assets or operations. Further, under the LCR rule, we would be required to measure specified unencumbered high-quality liquid assets against our expected net cash outflows, using the methodologies prescribed by the rule. As a result of the rule’s application, SVB Financial may be required to manage our holdings of high-quality liquid assets at levels beyond what we believe we need operationally in order to manage liquidity effectively. Additionally, such an increase may also adversely affect our financial condition and results of operations since high-quality liquid assets tend to carry lower yields.See “Business-Supervision and Regulation-Enhanced

Prudential Standards,” under this Part I, Item 1, for a more detailed description of the various requirements whichthat may become applicable to us.

We face a risk of noncompliance and enforcement action with the Bank Secrecy Act, other anti-money laundering and anti-bribery statutes and regulations, and U.S. economic and trade sanctions.
The Bank Secrecy Act, the USA PATRIOT Act of 2001, and other laws and regulations require financial institutions to, among other duties, to institute and maintain an effective anti-money laundering program and file suspicious activity and currency transaction reports as appropriate. The federal Financial Crimes Enforcement Network is authorized to impose significant civil money penalties for violations of those requirements and has engaged in coordinated enforcement efforts with state and federal banking regulators, as well as the U.S. Department of Justice Drug Enforcement Administration, and Internal Revenue Service.IRS. We also must comply with U.S. economic and trade sanctions administered by the U.S. Treasury Department'sDepartment’s Office of Foreign Assets Control and the U.S. Foreign Corrupt Practices Act, and we, like other financial institutions, are subject to increased scrutiny for compliance with these requirements. We maintain policies, procedures and systems designed to detect and deter prohibited financing activities, howeveractivities. However, if these controls were deemed deficient or fail to prevent wrongdoing, we could be subject to liability, including civil fines and regulatory actions, which may include restrictions on our ability to pay dividends and the necessity to obtain regulatory approvals to proceed with certain aspects of our business plan. In addition, any failure to effectively maintain and implement adequate

programs to combat money laundering and terrorist financing could have serious reputational consequences for us. Any of these results could materially and adversely affect our business, financial condition or results of operations.
If we were to violate, or fail to comply with, international, federal or state laws or regulations governing financial institutions, we could be subject to disciplinary action that could have a material adverse effect on our business, financial condition, results of operationsor reputation.
International, federal and state banking regulators possess broad powers to take supervisory or enforcement action with respect to financial institutions. Other regulatory bodies, including the SEC, FINRA and state securities regulators, regulate investment advisers and broker-dealers, including our subsidiaries, SVB Asset Management and SVB Securities.Leerink. These laws and regulations are highly complex, and if we were to violate, even if unintentionally or inadvertently, the laws and regulations governing financial institutions and broker-dealers, these regulatory authorities could take various actions against us, such as imposing restrictions on how we conduct our business, imposing higher capital and liquidity requirements, requiring us to maintain higher insurance levels, revoking necessary licenses or authorizations, imposing censures, civil money penalties or fines, issuing cease and desist or other supervisory orders, and suspending or expelling us or any of our employees from certain businesses. For example, we could face material restrictions on our activities and our ability to enter into certain transactions if SVB Financial and the securities business.Bank cease to maintain their status as well-capitalized or well-managed as defined under relevant regulations. These remedies and supervisoryenforcement actions could have a material adverse effect on our business, financial condition, results of operations and reputation.

Laws and regulations regarding the handling of personal data and information may impede our services or result in increased costs, legal claims or fines against us.
We are subject to an evolving body of federal, state and non-U.S. laws, regulations, guidelines and principles regarding data privacy and security, including the protection of personal information. Legal requirements relating to the collection, storage, handling, use, disclosure, transfer and security of personal data continue to evolve, and regulatory scrutiny in this area is increasing around the world. Significant uncertainty exists as privacy and data protection laws may be interpreted and applied differently from country to country and may create inconsistent or conflicting requirements. For example, the General Data Protection Regulation, or GDPR, extends the scope of the European Union data protection law to all companies processing data of EU residents, regardless of location. In 2018, the State of California, where our principal offices are located, passed the California Consumer Privacy Act, or CCPA, which became effective as of January 2020, and established new requirements regarding handling of personal data to entities serving or employing California residents. The GDPR and CCPA have heightened our privacy compliance obligations and have required us to evaluate our current operations, information technology systems and data handling practices and implement changes where necessary to comply, with associated costs. Our failure to comply with any such laws, or the failure of our current operations, information technology systems and data handling practices to prevent breaches involving personal data, may result in significant liabilities and/or reputational harm.
Adverse results from litigation or governmental or regulatory investigations can impact our business practices and operating results.
We are currently involved in certain legal proceedings, and may from time to time be involved in governmental or regulatory investigations and inquiries relating to matters that arise in connection with the conduct of our business. While we have not recognized a material accrual liability for any lawsuits and claims filed or pending against us to date, the outcome of litigation and other legal and regulatory matters is inherently uncertain and it is possible that the actual results of one or more of such matters may be substantially higher than the amounts reserved, or that judgments may be rendered, or fines or penalties assessed

in matters for which we have no reserves. Further, adverse outcomes in lawsuits or investigations may result in significant monetary damages, admissions of guilt or injunctive relief that may adversely affect our operating results or financial condition as well as our ability to conduct our businesses as they are presently being conducted. Any such resolution of a criminal matter involving us or our employees could lead to increased exposure to civil litigation and overlapping government investigations, could adversely affect our reputation, could result in penalties or limitations on our ability to conduct our activities generally or in certain circumstances and could have other negative effects.
Moreover, even if we prevail in such actions, litigation and investigations can be costly and time-consuming, and often risksrisk diverting the attention of our management and key personnel from our business operations, which could have a material adverse effect on our business, financial condition and results of operations.

Changes in accounting standards could materially impact our financial statements.
From time to time, the Financial Accounting Standards BoardFASB or the SEC may change the financial accounting and reporting standards that govern the preparation of our financial statements. Also, our global initiatives, as well as continuing trends towards the convergence of international accounting standards, such as rules that may be adopted under the International Financial Reporting Standards (“IFRS”), may result in our Company being subject to new or changing accounting and reporting standards. In addition, the bodies that interpret the accounting standards (such as banking regulators or outside auditors) may change their interpretations or positions on how these standards should be applied. These changes may be beyond our control, can be hard to predict and can materially impact how we record and report our financial condition or results of operations. In some cases, we could be required to apply a new or revised standard retrospectively, or apply an existing standard differently, also retrospectively, in each case resulting in our revising or restating prior period financial statements.

We could be adversely affected by changes in tax laws and regulations or the interpretations of such laws and regulations.
We are subject to the income tax laws of the United States, its constituent states and municipalities and those of the foreign jurisdictions in which we have business operations. These tax laws are complex and may be subject to different interpretations. We must make judgments and interpretations about the application of these inherently complex tax laws when determining our provision for income taxes, our deferred tax assets and liabilities, and our valuation allowance. Changes to the tax laws, administrative rulings or court decisions could increase our provision for income taxes and reduce our net income.
A failure to appropriately identify and address potential conflicts of interest could adversely affect our businesses.
Due to the broad scope of our businesses, we regularly address potential conflicts of interest, including situations where our services to a particular client or our own investments or other interests conflict, or are perceived to conflict, with the interests of that client or another client, as well as situations where one or more of our businesses have access to material non-public information that may not be shared with our other businesses and situations where we may be a creditor of an entity with which we also have an advisory or other relationship. For example, SVB Leerink provides investment banking services to clients in the healthcare and life sciences industry, some of which may also be clients or potential clients of the Bank. In addition, we invest in and partner with entities in the innovation economy, some of which may be clients or potential clients of the Bank.
We have procedures and controls designed to identify and address these conflicts of interest, including those designed to prevent the improper sharing of information among our businesses. However, appropriately identifying and dealing with conflicts of interest is complex and difficult, and our reputation could be damaged and the willingness of clients to enter into transactions with us may be affected if we fail, or appear to fail, to identify, disclose and deal appropriately with conflicts of interest. In addition, potential or perceived conflicts could give rise to litigation or regulatory enforcement actions.
Our holding company, SVB Financial, relies on equity warrant assets income, investment distributions and dividends from its subsidiaries for most of its cash revenues.
SVB Financial is a holding company and is a separate and distinct legal entity from its subsidiaries. It receives most of its cash revenues from three primary funding sources: income from our equity warrant assets and investment securities and, to the extent declared, cash dividends paid by itsour subsidiaries, primarily the Bank. These sources generate cash which is used by SVB Financial to pay operating and borrowing costs and, to the extent authorized or declared, fund dividends to stockholdersholders of its capital stock and stock repurchase programs. Any income derived from those financial instruments is subject to a variety of factors as discussed in the “Credit Risks” portion of this “Risk Factors” section. Moreover, various federal and state laws and regulations limit the amount of dividends that the Bank and certain of our nonbank subsidiaries may pay to SVB Financial. In addition, SVB Financial’s right to participate in a distribution of assets upon a liquidation or reorganization of any of its subsidiaries is subject to the prior claims of the subsidiary’s creditors.


Anti-takeover provisions and federal laws, particularly those applicable to financial institutions, may limit the ability of another party to acquire us, which could prevent a merger or acquisition that may be attractive to stockholders and/or have a material adverse effect on our stock price.
As a bank holding company, we are subject to certain laws that could delay or prevent a third party from acquiring us. The Bank Holding Company Act of 1956, as amended, and the Change in Bank Control Act of 1978, as amended, together with federal and state regulations, require that, depending on the particular circumstances, either the Federal Reserve must approve or, after receiving notice, must not object to any person or entity acquiring “control” (as determined under the Federal Reserve'sReserve’s standards) of a bank holding company, such as SVB Financial, or a state member bank, such as the Bank. In addition, DBO approval may be required in connection with the acquisition of control of the Bank. Moreover, certain provisions of our certificate of incorporation and by-laws and certain other actions we may take or have taken could delay or prevent a third-partythird party from acquiring us, anyus. Any of these laws, regulations and other provisions may prevent a merger or acquisition that would be attractive to stockholders and could limit the price investors would be willing to pay in the future for our common stock.

Strategic, Reputational and Other Risks
Concentration of risk increases the potential for significant losses, or, to the extent we establish internal concentration limits to mitigate such risk, lower revenues or a slow-down in growth.
Concentration of risk stemming from ourOur focus on certain markets or segments, including those by client industry, life-cycle stage, size and geography, increases the potential for significant losses ordue to concentration of risk. It may also result in lower revenues or slower growth if we choose to limit growth in certain markets or segments to mitigate concentration risk. While there may exist a great deal of diversity within each industry, our clients are concentrated within the following general industry niches: technology, life science and healthcare, private equity and venture capital and premium wine. Clients of our private banking division are primarily professionals in these industries. In particular, our technology clients generally tend to be in the industries of hardware (semiconductors,(such as semiconductors, communications, data storage and electronics), software/internet (such as infrastructure software, applications, software services, digital content and advertising technology), and energy and resource innovation. Our life science and healthcare clients are concentrated in the industries of biotechnology, medical devices, healthcare information technology and healthcare services. Many of our client companies are also concentrated by certain stages within their life cycles, such as early-stage, mid-stage or later-stage and many of these companies are venture capital-backed. We take deposits from these clients and are also continuing to increase our efforts to lend to larger clients and to make larger loans. In addition, growth prospects and our geographic focus on key domestic and international innovation markets, as well as premium wine markets, may lead to an increase in our concentration risk. Our loan concentrations are derived from our borrowers engaging in similar activities as well as certain types of loans extended to a diverse group of borrowers that could cause those borrowers to be similarly impacted by economic or other conditions. Any adverse effect on any of our areas of concentration could have a material impact on our business, results of operations and financial condition, even when economic and market conditions are generally favorable to our competitors.

competitors that are not exposed to similar concentration risk.
Decreases in the amount of equity capital available to our portfolio companies could adversely affect our business, growth and profitability.
Our core strategy is focused on providing banking and financial products and services to companies, investors, entrepreneurs and influencers in the innovation economy, including in particular to early-stage and mid-stage companies that receive financial support from sophisticated investors, including venture capital or private equity firms, “angels,” corporate investors, crowd-funding and other evolving sources of capital. We derive a meaningful share of our deposits from these companies and provide them with loans as well as other banking products and services. In some cases, our lending credit decision is based on our analysis of the likelihood that our client will receive additional rounds of equity capital from investors or other funding sources. Among the factors that have affected and could in the future affect the amount of capital available to our portfolio companies areare: the receptivity of the capital markets,markets; the prevalence of public equity offerings or mergermergers and acquisitionacquisitions activity primarily(primarily among companies within the technology and life science/science and healthcare industry sectors,sectors); the availability and return on alternative investments,investments; economic conditions in the technology, life science/science and healthcare and private equity/venture capital industries,industries; and overall general economic conditions. Reduced capital markets valuations could also reduce the amount of capital available to our client companies, including companies within our technology and life science/science and healthcare industry sectors. If the amount of capital available to such companies decreases, it is likely that the number of our new clients and investor financial support to our existing clients could decrease, which could have an adverse effect on our business, profitability and growth prospects.

We face competitive pressures that could adversely affect our business, results of operations, financial condition or future growth.
We compete with other banks as well as specialty and diversified financial services companies and investment, debt, venture capital and debtprivate equity funds, some of which are larger than we are and which may offer a broader range of lending, leasing, payments, foreign currency exchange, and other financial products and advisory services to our client base. We also compete

with other alternative and

more specialized lenders, such as online “marketplace” lenders, peer-to-peer lenders and other non-traditional lenders that have emerged in recent years.
Moreover, we compete with fintech and non-financial services particularly payment facilitatorscompanies, many of which offer bank or bank-like products, specialized services involving the elimination of banks as intermediaries (known as “disintermediation”) and/or the unbundling of banking products and processorsservices into point solutions. The activity of fintechs and support of fintechs by venture capital firms has increased significantly in recent years and are expected to continue to increase. For example, a number of fintechs have applied for bank or other Fintechindustrial loan charters or nonbanking technology providershave partnered with existing banks to allow them to offer deposit products to their customers. There has also been significant fintech activity in the areas of credit cards, payments, industry, whichforeign exchange and lending. Regulatory changes, such as the recently proposed revisions to the FDIC’s rules on brokered deposits intended to reflect recent technological changes and innovations, may also make it easier for fintechs to partner with banks and offer specialized services to our client base.deposit products. In addition, some traditional technology companies are beginning to provide financial services directly to their customers and are expected to continue to explore new ways to do so. Many of these companies have fewer regulatory constraints than we compete with hedge fundsdo, and private equity funds. Suchsome have lower cost structures. Some of these companies also have greater resources to invest in technological improvements than we currently have and may be able to better recruit technology talent.
Our competitors may focus their marketing efforts on industry sectors whichthat we serve andserve; for example, they may seek to increase their lending and other financial relationships with technology companies or special industries such as wineries. When new competitors seek to enter one of our markets, or when existing market participants seek to increase their market share, they sometimes undercut the pricing and/or credit terms prevalent in that market, which could adversely affect our market share or ability to exploit new market opportunities. We may be forcedhave to agree to accept less attractive credit, pricing and other investment terms if we act to meet these competitive challenges, which could adversely affect our business, results of operations, financial condition and future growth. Similarly, competitive pressures and market disruption could adversely affect the business, results of operations, financial condition or future growth of our non-banking services, including our payments services, as well as our access to capital and attractive investment opportunities for our funds business.
Our ability to maintain or increase our market share depends on our ability to attract and maintain, as well as meet the needs of, existing and future clients.
Our success depends, in part, upon our ability to maintain or increase our market share. In particular, much of our success depends on our ability to attract early-stage or start-up companies as clients and to retain those companies as clients as they grow and mature successfully through the various stages of their life cycles. As a result, we adapt our products and services to evolving industry standards as well as introduce new products and services beyond industry standards in order to serve our clients, who are innovators themselves. A failure to achieve market acceptance for any new products or services we introduce, a failure to introduce products or services that the market demands, or the costs associated with developing, introducing and providing new products and services could have an adverse effect on our business, results of operations, growth prospects and financial condition.

We face risks in connection with our strategic undertakings and new business initiatives.
We are engaged, and may in the future engage, in strategic activities domestically or internationally including(including acquisitions such as the acquisition of SVB Leerink), joint ventures, partnerships, investments or other business growth initiatives or undertakings. There can be no assurance that we will successfully identify appropriate opportunities, that we will be able to negotiate or finance such activities or that such activities, if undertaken, will be successful.
We are focused on our long-term growth and have undertaken various strategic activities and business initiatives, many of which involve activities that are new to us or, in some cases, are experimental in nature. For example, we are expanding our global presence and may engage in activities in jurisdictions where we have limited experience from a business, legal and/or regulatory perspective. With the acquisition of SVB Leerink, we have also expanded into new lines of business, namely, investment banking and M&A advisory services. We are also expanding our payments processing capabilities to better serve our clients, including innovating new electronic payment processing solutions, developing new payments technologies, and supporting new or evolving disruptive payments systems. We may also serve clients that deal with new or evolving industries or business activities, such as digital currencies. Given our evolving geographic and product diversification, and our innovative product solutions, these payment-related initiatives may subject us to, among other risks, increased business, reputational and operational risk, as well as more complex legal, regulatory and compliance costs and risks.
Our ability to execute strategic activities and new business initiatives successfully (such as the acquisition of SVB Leerink) will depend on a variety of factors. These factors likely will vary based on the nature of the activity but may include our success in integrating an acquired company or a new internally-developedinternally developed growth initiative into our business, operations, services, products, personnel and systems, operating effectively with any partner with whom we elect to do business, meeting applicable regulatory requirements and obtaining applicable regulatory licenses or other approvals, hiring or retaining key employees, achieving anticipated synergies, meeting management'smanagement’s expectations, actually realizing the anticipated benefits of the activities, and

overall general market conditions. Our ability to address these matters successfully cannot be assured. In addition, our strategic efforts may divert resources or management'smanagement’s attention from ongoing business operations and may subject us to additional regulatory scrutiny and potential liability. If we do not successfully execute a strategic undertaking, it could adversely affect our business, financial condition, results of operations, reputation or growth prospects. In addition, if we were to conclude that the value of an acquired business had decreased and that the related goodwill had been impaired, that conclusion would result in an impairment of goodwill charge to us, which would adversely affect our results of operations.
In addition, in order to finance future strategic undertakings, we might require additional financing, which might not be available on terms favorable to us, or at all. If obtained, equity financing could be dilutive and the incurrence of debt and contingent liabilities could have a material adverse effect on our business, results of operations or financial condition.


Our business reputation and relationships are important and any damage to them could have a material adverse effect on our business.
Our reputation is very important in sustaining our business and we rely on our relationships with our current, former and potential clients and stockholders, the venture capital and private equity communities, and other actors in the industries that we serve. Any damage to our reputation, whether arising from regulatory, supervisory or enforcement actions, matters affecting our financial reporting or compliance with SEC and exchange listing requirements, negative publicity, the way in which we conduct our business or otherwise, could strain our existing relationships and make it difficult for us to develop new relationships. Additionally, negative publicity regarding the industries that we focus on serving (for example, technology, private equity or venture capital) may also damage our reputation. Any such damage to our reputation and relationships could in turn lead to a material adverse effect on our business.

Whereas negative public opinion once was primarily driven by adverse news coverage in traditional media, the increased use of social media platforms facilitates the rapid dissemination of information or misinformation, which magnifies the potential harm to our reputation. In addition, the behavior of our employees, including with respect to our employees’ use of social media, subjects us to potential negative publicity if such behavior does not align with our high standards of integrity or fails to comply with regulations or accepted practices.
An ineffective risk management framework could have a material adverse effect on our strategic planning and our ability to mitigate risks and/or losses and could have adverse regulatory consequences.
We have implemented a risk management framework to identify and manage our risk exposure. This framework is comprised of various processes, systems and strategies, and is designed to manage the types of risk to which we are subject, including, among others, credit, market, liquidity, operational, capital, compliance, strategic and reputational risks. Our framework also includes financial, analytical, forecasting or other modeling methodologies, which involvesinvolve management assumptions and judgment. In addition, our Board of Directors, in consultation with management, has adopted a risk appetite statement, which sets forth certain thresholds and limits to govern our overall risk profile. However, there is no assurance that our risk management framework, including the risk metrics under our risk appetite statement, will be effective under all circumstances or that it will adequately identify, manage or mitigate any risk or loss to us. If our risk management framework is not effective, we could suffer unexpected losses and become subject to regulatory consequences, as a result of which our business, financial condition, results of operations or prospects could be materially adversely affected. In addition, if we grow to total average consolidated assets of $50 billion or greater or cross the Advanced Approaches Thresholds, we will become subject to more stringent risk management requirements that could increase our compliance costs and require us to further enhance our risk management framework and practices. See the section "Business-Supervision and Regulation-Enhanced Prudential Standards" under this Part I, Item 1 of this report.

We rely on quantitative models to measure risks and to estimate certain financial values.
Quantitative models may be used to help manage certain aspects of our business and to assist with certain business decisions, including estimating probable loancredit losses, measuring the fair value of financial instruments when reliable market prices are unavailable, estimating the effects of changing interest rates and other market measures on our financial condition and resultresults of operations, and managing risk. However, all models have certain limitations. For example, our measurement methodologies rely on many assumptions, historical analyses and correlations. These assumptions may not capture or fully incorporate conditions leading to losses, particularly in times of market distress, and the historical correlations on which we rely may no longer be relevant. Additionally, as businesses and markets evolve, our measurements may not accurately reflect the changing environment. Further, even if the underlying assumptions and historical correlations used in our models are adequate, our models may be deficient due to errors in computer code, bad data, misuse of data, or the use of a model for a purpose outside the scope of the model’s design. Although we employ strategies to manage and govern the risks associated with our use of models, they may not be effective or fully reliable. As a result, our models may not capture or fully express the risks we face, suggest that we have sufficient capitalization when we do not, lead us to misjudge the business and economic environment in which we operate and ultimately cause planning failures or the reporting of incorrect information to our regulators. Any such occurrence or the perception of such occurrence by our regulators, investors or clients could in turn have a material adverse effect on our business, financial condition, results of operations and financial conditions.or reputation.

Our capital stress testing processes rely on analytical and forecasting models that may prove to be inadequate or inaccurate, which could adversely affect the effectiveness of our strategic planning and our ability to pursue certain corporate goals.
In accordance with the Dodd-Frank Act and the Federal Reserve’s regulations thereunder, banking organizations with $10 billion to $50 billion in assets are required to perform annual capital stress tests.  The results of our capital stress tests may require us to increase our regulatory capital, raise additional capital or take or decline to take certain other capital-related actions under certain circumstances.  Our stress testing processes also rely on our use of analytical and forecasting models. These models reflect assumptions that may not be accurate, particularly in times of market stress or other unforeseen circumstances. Furthermore, even if our assumptions are accurate predictors of future performance, the models they are based on may prove to be inadequate or inaccurate because of other flaws in their design or implementation. Also, the assumptions we utilize for our stress tests may not be met with regulatory approval, which could result in our stress tests receiving a failing grade. In addition to adversely affecting our reputation, failing our stress tests would likely preclude or delay the possibility of our growth through acquisition, and would limit our ability to pay any cash dividends.


We could be adversely affected by changes in tax laws and regulations or the interpretations of such laws and regulations.
We are subject to the income tax laws of the United States, its constituent states and municipalities and those of the foreign jurisdictions in which we have business operations. These tax laws are complex and may be subject to different interpretations. We must make judgments and interpretations about the application of these inherently complex tax laws when determining our provision for income taxes, our deferred tax assets and liabilities, and our valuation allowance. Changes to the tax laws, administrative rulings or court decisions could increase our provision for income taxes and reduce our net income.
U.S. or international tax laws and regulations may continue to change from time-to-time. In particular, the Tax Cuts and Jobs Act (the “TCJ Act”), which became effective as of January 2018, among other things, reduced the federal tax rate for corporation and changed or limited certain tax deductions. While the new tax law is expected to result in overall lower tax expense for the Company beginning in 2018, we incurred an increase in our provision for income taxes due to a one-time revaluation of certain tax-related assets to reflect the lower tax rate as of the end of the fourth quarter of 2017. While impossible to predict, future changes to applicable U.S. or international tax rules could subsequently increase our effective tax rate or could otherwise have a material impact on our income tax expense.

The price of our commoncapital stock may be volatile or may decline.
The trading price of our commoncapital stock may fluctuate or be adversely affected as a result of a number of factors, many of which are outside our control. In addition, the stock market is subject to fluctuations incontrol, including trading volumes that affect the market prices of the shares of many companies. These broad market fluctuationsFactors that could adversely affect the markettrading price of our common stock. Among the factors that could affect ourcapital stock price are:include:
actual or anticipated quarterly fluctuations in our operating results and financial condition;
changes in revenue or earnings estimates or publication of research reports and recommendations by financial analysts;
failure to meet analysts’ revenue or earnings estimates;
speculation in the press or investment community;
strategic actions by us or our competitors;
actions by institutional stockholders;
fluctuations in the stock price and operating results of our competitors;
general market conditions and, in particular, developments related to market conditions for the financial services industry;
actual or anticipated changes in interest rates;
market perceptions about the innovation economy, including levels of funding or "exit"“exit” activities of companies in the industries we serve;
proposed or adopted regulatory changes or developments;
anticipated or pending investigations, proceedings or litigation that involve or affect us; and
domestic and international economic factors unrelated to our performance.


The trading price of the shares of our common stock and depositary shares representing fractional interests in our preferred stock and the value of our other securities will further depend on many factors, which may change from time to time, including, without limitation, our financial condition, performance, creditworthiness and prospects, and future sales of our equity or equity-related securities. In some cases, the markets have produced downward pressure on trading prices of capital stock prices and credit availability for certain issuers without regard to those issuers’ underlying financial strength. A significant decline in the trading price of our capital stock price could result in substantial losses for individual stockholders and could lead to costly and disruptive securities litigation, as well as the loss of key employees.
Our capital stock is subordinate to our existing and future indebtedness.
Our capital stock, including our common stock and depositary shares representing fractional interests in our preferred stock, ranks junior to all of SVB Financial’s existing and future indebtedness and other non-equity claims with respect to assets available to satisfy claims against us, including claims in the event of our liquidation. We may incur additional indebtedness in the future to increase our capital resources or if our total capital ratio or the total capital ratio of the Bank falls below the required minimums. Furthermore, our common stock is subordinate to our Series A Preferred Stock.
We do not currently pay dividends on shares of our common stock and may not do so in the future.
Holders of shares of our capital stock are only entitled to receive such dividends as our Board of Directors may declare out of funds legally available for such payments. We do not currently pay dividends on our common stock and have no current plans to do so. Furthermore, the terms of our outstanding preferred stock prohibit us from declaring or paying any dividends on any junior series of our capital stock, including our common stock, or from repurchasing, redeeming or acquiring such junior stock, unless we have declared and paid full dividends on our outstanding preferred stock for the most recently completed dividend period. We are also subject to statutory and regulatory limitations on our ability to pay dividends on our capital stock. If we are unable to satisfy the capital requirements applicable to us for any reason, we may be limited in our ability to declare and pay dividends on our capital stock.
ITEM 1B.UNRESOLVED STAFF COMMENTS
None.
ITEM 2.PROPERTIES
Our corporate headquarters facility consists of three buildings and is located at 3003 Tasman Drive, Santa Clara, California. The total square footage of the premises leased under the current lease arrangement is approximately 213,625 square feet. The lease will expire on September 30, 2024, unless terminated earlier or extended.
We currently operate 2930 regional offices including an administrative office, in the United States as well as offices outside the United States. We operate throughout the Silicon Valley with offices in Santa Clara, Menlo Park and Palo Alto. Other regional offices in California include Irvine, Santa Monica, Sherman Oaks, San Diego, San Francisco, St. Helena, Santa Rosa and Pleasanton. Office locations outside of California but within the United States include: Tempe, Arizona; Broomfield, Colorado; Atlanta, Georgia; Chicago, Illinois; Newton, Massachusetts; Minneapolis, Minnesota; New York, New York; Morrisville, North Carolina; Portland, Oregon; Conshohocken, Pennsylvania; Austin, Texas; Dallas, Texas; Salt Lake City, Utah; Arlington, Virginia; and Seattle, Washington. Our international offices include those located in: Hong Kong; Beijing and Shanghai, China; Bangalore, India; Herzliya

Pituach, Israel; and London, England. All of our office properties are occupied under leases or license agreements, which expire at various dates through 2030, and in most instances include options to renew or extend at market rates and terms. We also own leasehold improvements, equipment, furniture, and fixtures at our offices, all of which are used in our business activities.
Our Global Commercial Bank operations are principally conducted out of our corporate headquarters in Santa Clara, California and our office in Tempe, Arizona, and our lending teams operate out of the various regional and international offices. SVB Private Bank and SVB Capital principally operate out of our Menlo Park, California offices. SVB Leerink principally operates out of our Boston, Massachusetts and New York, New York offices.
We believe that our properties are in good condition and suitable for the conduct of our business.

ITEM 3.LEGAL PROCEEDINGS
The information set forth under Note 25—28—“Legal Matters” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report is incorporated herein by reference.
ITEM 4.MINE SAFETY DISCLOSURES
Not applicable.

PART II.
ITEM 5.MARKET FOR THE REGISTRANT'S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIES
Market Information
Our common stock is traded on the NASDAQ Global Select Market under the symbol SIVB. The per share range of high and low sale prices for our common stock as reported on the NASDAQ Global Select Market, for each full quarterly period during the years ended December 31, 2017 and 2016, was as follows:
  2017 2016
Three months ended: Low High Low High
March 31st
 $165.05
 $198.83
 $77.87
 $118.09
June 30th
 165.08
 194.87
 82.90
 115.93
September 30th
 159.44
 191.38
 87.28
 112.83
December 31st
 180.33
 242.92
 108.94
 175.74
As of December 31, 2017, SVB Financial had no preferred stock outstanding."SIVB".
Holders
As of January 29, 2018,31, 2020, there were 625590 registered holders of our stock, and wecommon stock. We believe there were approximately 79,10093,744 beneficial holders of common stock whose shares were held in the name of brokerage firms or other financial institutions. We are not provided with the number or identities of all of these stockholders, but we have estimated the number of such stockholders from the number of stockholder documents requested by these brokerage firms for distribution to their customers.
Dividends and Stock Repurchases
SVB Financial does not currently pay cash dividends on our common stock. We have not paid any cash dividends since 1992.
Our Board of Directors periodically evaluates whether to pay cash dividends, taking into consideration such factors as it considers relevant, including our current and projected financial performance, our projected sources and uses of capital, general economic conditions, considerations relating to our current and potential stockholder base, applicable regulatory requirements, and relevant tax laws. Our ability to pay cash dividends is also limited by generally applicable corporate and banking laws and regulations. See “Business-Supervision and Regulation-Restrictions on Dividends” under Part I, Item 1 of this report. SVB Financial did not repurchase any of its common stock during 2017.


Securities Authorized for Issuance under Equity Compensation Plans
The information required by this Item regarding equity compensation plans is incorporated by reference to the information set forth in Part III, Item 12 of this report.

Repurchases of Equity Securities by the Issuer and Affiliated Purchasers
Stock repurchase activity during the three months ended December 31, 2019 was as follows:
Period endedTotal number of shares purchasedAverage price paid per shareTotal number of shares purchased as part of publicly announced programsMaximum dollar value that may yet be purchased under the programs (1)
October 31, 2019
$

$
November 30, 2019



December 31, 2019



Total
$

$
(1)On October 24, 2019, the Company announced that its Board of Directors had authorized a $350 million common stock repurchase program pursuant to which the Company may, from time to time and on or before the program’s expiration date, repurchase shares of its outstanding common stock in the open market, in privately-negotiated transactions, or otherwise, subject to applicable laws and regulations. The extent to which the Company repurchases its shares, and the timing of such repurchases, will depend upon a variety of factors, including market conditions, regulatory requirements, availability of funds, and other relevant considerations, as determined by the Company. The Company may, in its discretion, begin, suspend or terminate repurchases at any time prior to the program’s expiration, without any prior notice. Repurchases may also be made pursuant to a trading plan under Rule 10b5-1 under the Exchange Act, which would permit shares to be repurchased when the Company might otherwise be precluded from doing so because of self-imposed trading blackout periods or other regulatory restrictions. The new stock repurchase program expires on October 29, 2020.

During the three months ended December 31, 2019, we did not repurchase any shares of our common stock under the new stock repurchase program. At December 31, 2019, $350.0 million represents the maximum amount available to repurchase shares under the new stock repurchase program.

Performance Graph

    Performance Graph
The following information is not deemed to be “soliciting material” or “filed” with the SEC or subject to the liabilities of Section 18 of the Exchange Act, and the report shall not be deemed to be incorporated by reference into any prior or subsequent filing by the Company under the Securities Act or the Exchange Act.

The following graph compares, for the period from December 31, 20122014 through December 31, 20172019, the cumulative total stockholder return on the common stock of the Company with (i) the cumulative total return of the Standard and Poor's 500 (“S&P 500”) Index, (ii) the cumulative total return of the NASDAQ Composite index, and (iii) the cumulative total return of the NASDAQ Bank Index. The graph assumes an initial investment of $100 and reinvestment of dividends. The graph is not necessarily indicative of future stock price performance.

Comparison of 5 Year Cumulative Total Return*
Among SVB Financial Group, the S&P 500 Index, the NASDAQ Composite Index and the NASDAQ Bank Index
chart-c63ae8d5a9e75bbd8bd.jpg* $100 invested on 12/31/1214 in stock or index, including reinvestment of dividends.
Fiscal year ended December 31st.
Copyright ©20182020Standard & Poor's, a division of S&P Global. All rights reserved.
 December 31, December 31,
 2012 2013 2014 2015 2016 2017 2014 2015 2016 2017 2018 2019
SVB Financial Group $100.00
 $187.35
 $207.38
 $212.44
 $306.70
 $417.67
 $100.00
 $102.44
 $147.89
 $201.40
 $163.63
 $216.28
S&P 500 100.00
 132.39
 150.51
 152.59
 170.84
 208.14
 100.00
 101.38
 113.51
 138.29
 132.23
 173.86
NASDAQ Composite 100.00
 141.63
 162.09
 173.33
 187.19
 242.29
 100.00
 106.96
 116.45
 150.96
 146.67
 200.49
NASDAQ Bank 100.00
 140.76
 146.90
 157.63
 216.24
 227.94
 100.00
 107.08
 147.27
 155.68
 129.17
 160.44

ITEM 6.SELECTED CONSOLIDATED FINANCIAL DATA
The following selected consolidated financial data should be read in conjunction with our consolidated financial statements and supplementary data as presented under Part II, Item 8 of this report. Information as of and for the years ended December 31, 20172019, 20162018 and 20152017 is derived from audited financial statements presented separately herein, while information as of and for the years ended December 31, 20142016 and 20132015 is derived from audited financial statements not presented separately within.
 Year ended December 31, Year ended December 31,
(Dollars in thousands, except per share amounts and ratios) 2017 2016 2015 2014 2013 2019 2018 2017 2016 2015
Income statement summary:                    
Net interest income $1,420,369
 $1,150,523
 $1,006,425
 $856,595
 $697,344
 $2,096,601
 $1,893,988
 $1,420,369
 $1,150,523
 $1,006,425
Provision for credit losses (92,304) (106,679) (95,683) (65,997) (71,335) (106,416) (87,870) (92,304) (106,679) (95,683)
Noninterest income 557,231
 456,552
 472,794
 572,239
 673,206
 1,221,479
 744,984
 557,231
 456,552
 472,794
Noninterest expense (1,010,655) (859,797) (779,962) (700,669) (607,602) (1,601,262) (1,188,193) (1,010,655) (859,797) (779,962)
Income before income tax expense 874,641
 640,599
 603,574
 662,168
 691,613
 1,610,402
 1,362,909
 874,641
 640,599
 603,574
Income tax expense (355,463) (250,333) (228,754) (183,508) (146,830) (425,685) (351,561) (355,463) (250,333) (228,754)
Net income before noncontrolling interests 519,178
 390,266
 374,820
 478,660
 544,783
 1,184,717
 1,011,348
 519,178
 390,266
 374,820
Net income attributable to noncontrolling interests (28,672) (7,581) (30,916) (214,790) (330,266) (47,861) (37,508) (28,672) (7,581) (30,916)
Net income available to common stockholders $490,506

$382,685

$343,904
 $263,870
 $214,517
 $1,136,856

$973,840

$490,506
 $382,685
 $343,904
Common share summary:                    
Earnings per common share—basic $9.33
 $7.37
 $6.70
 $5.39
 $4.73
 $21.90
 $18.35
 $9.33
 $7.37
 $6.70
Earnings per common share—diluted 9.20
 7.31
 6.62
 5.31
 4.67
 21.73
 18.11
 9.20
 7.31
 6.62
Book value per common share 79.11
 69.71
 61.97
 55.24
 42.83
 118.67
 97.29
 79.11
 69.71
 61.97
Weighted average shares outstanding—basic 52,588
 51,915
 51,318
 48,931
 45,309
 51,915
 53,078
 52,588
 51,915
 51,318
Weighted average shares outstanding—diluted 53,306
 52,349
 51,916
 49,662
 45,944
 52,311
 53,772
 53,306
 52,349
 51,916
Year-end balance sheet summary:                    
Available-for-sale securities $11,120,664
 $12,620,411
 $16,380,748
 $13,540,655
 $11,986,821
 $14,014,919
 $7,790,043
 $11,120,664
 $12,620,411
 $16,380,748
Held-to-maturity securities 12,663,455
 8,426,998
 8,790,963
 7,421,042
 
 13,842,946
 15,487,442
 12,663,455
 8,426,998
 8,790,963
Loans, net of unearned income 23,106,316

19,899,944

16,742,070
 14,384,276
 10,906,386
 33,164,636

28,338,280

23,106,316
 19,899,944
 16,742,070
Total assets 51,214,467

44,683,660

44,686,703
 39,337,869
 26,410,144
 71,004,903

56,927,979

51,214,467
 44,683,660
 44,686,703
Deposits 44,254,075

38,979,868

39,142,776
 34,343,499
 22,472,979
 61,757,807

49,328,900

44,254,075
 38,979,868
 39,142,776
Short-term borrowings 1,033,730
 512,668
 774,900
 7,781
 5,080
 17,430
 631,412
 1,033,730
 512,668
 774,900
Long-term debt 695,492
 795,704
 796,702
 451,362
 452,806
 347,987
 696,465
 695,492
 795,704
 796,702
SVBFG stockholders' equity 4,179,795
 3,642,554
 3,198,134
 2,813,072
 1,961,635
 6,470,307
 5,116,209
 4,179,795
 3,642,554
 3,198,134
Average balance sheet summary:                    
Available-for-sale securities $12,424,137
 $13,331,315
 $14,436,140
 $12,907,135
 $10,598,879
 $9,597,712
 $9,789,211
 $12,424,137
 $13,331,315
 $14,436,140
Held-to-maturity securities 9,984,610
 8,192,183
 7,829,177
 3,696,417
 
 14,672,342
 14,997,846
 9,984,610
 8,192,183
 7,829,177
Loans, net of unearned income 21,159,394
 18,283,591
 14,762,941
 11,502,941
 9,351,378
 29,916,207
 25,630,520
 21,159,394
 18,283,591
 14,762,941
Total assets 48,380,272
 43,987,451
 40,846,377
 32,961,936
 23,208,169
 63,211,630
 55,229,060
 48,380,272
 43,987,451
 40,846,377
Deposits 42,745,148
 38,759,059
 36,293,362
 28,320,825
 19,619,194
 55,056,950
 48,075,344
 42,745,148
 38,759,059
 36,293,362
Short-term borrowings 48,505
 220,251
 23,226
 6,264
 27,018
 144,545
 643,886
 48,505
 220,251
 23,226
Long-term debt 766,943
 796,302
 770,848
 452,215
 453,906
 685,445
 695,938
 766,943
 796,302
 770,848
SVBFG stockholders' equity 3,961,405
 3,509,526
 3,075,371
 2,523,235
 1,927,674
SVBFG common stockholders' equity 5,674,531
 4,734,417
 3,961,405
 3,509,526
 3,075,371
Capital ratios:                    
SVBFG CET 1 risk-based capital ratio 12.78% 12.80% 12.28% % % 12.58% 13.41% 12.78% 12.80% 12.28%
SVBFG total risk-based capital ratio 13.96
 14.21
 13.84
 13.92
 13.13
 14.23
 14.45
 13.96
 14.21
 13.84
SVBFG tier 1 risk-based capital ratio 12.97
 13.26
 12.83
 12.91
 11.94
 13.43
 13.58
 12.97
 13.26
 12.83
SVBFG tier 1 leverage ratio 8.34
 8.34
 7.63
 7.74
 8.31
 9.06
 9.06
 8.34
 8.34
 7.63
SVBFG tangible common equity to tangible assets (1) 8.16
 8.15
 7.16
 7.15
 7.43
 8.39
 8.99
 8.16
 8.15
 7.16
SVBFG tangible common equity to risk-weighted assets (1) 12.77
 12.89
 12.34
 12.93
 11.61
 12.76
 13.28
 12.77
 12.89
 12.34
Bank CET 1 risk-based capital ratio 12.06
 12.65
 12.52
 
 
 11.12
 12.41
 12.06
 12.65
 12.52
Bank total risk-based capital ratio 13.04
 13.66
 13.60
 12.12
 11.32
 11.96
 13.32
 13.04
 13.66
 13.60
Bank tier 1 risk-based capital ratio 12.06
 12.65
 12.52
 11.09
 10.11
 11.12
 12.41
 12.06
 12.65
 12.52
Bank tier 1 leverage ratio 7.56
 7.67
 7.09
 6.64
 7.04
 7.30
 8.10
 7.56
 7.67
 7.09
Bank tangible common equity to tangible assets (1) 7.47
 7.77
 6.95
 6.38
 6.58
 7.24
 8.13
 7.47
 7.77
 6.95
Bank tangible common equity to risk-weighted assets (1) 11.98
 12.75
 12.59
 11.19
 9.84
 11.31
 12.28
 11.98
 12.75
 12.59
Average SVBFG stockholders' equity to average assets 8.19
 7.98
 7.53
 7.65
 8.31
 8.98
 8.57
 8.19
 7.98
 7.53
Selected financial results:                    
Return on average assets 1.01% 0.87% 0.84% 0.80% 0.92% 1.80% 1.76% 1.01% 0.87% 0.84%
Return on average common SVBFG stockholders' equity 12.38
 10.90
 11.18
 10.46
 11.13
Return on average SVBFG common stockholders' equity 20.03
 20.57
 12.38
 10.90
 11.18
Net interest margin 3.05
 2.72
 2.57
 2.81
 3.29
 3.51
 3.57
 3.05
 2.72
 2.57
Gross loan charge-offs to average total gross loans 0.31
 0.53
 0.34
 0.37
 0.45
 0.31
 0.26
 0.31
 0.53
 0.34
Net loan charge-offs to average total gross loans 0.27
 0.46
 0.30
 0.32
 0.33
 0.24
 0.22
 0.27
 0.46
 0.30
Nonperforming assets as a percentage of total assets 0.23
 0.27
 0.28
 0.10
 0.20
 0.15
 0.17
 0.23
 0.27
 0.28
Allowance for loan losses as a percentage of total gross loans 1.10
 1.13
 1.29
 1.14
 1.30
 0.91
 0.99
 1.10
 1.13
 1.29
 
(1)See “Management's Discussion and Analysis of Financial Condition and Results of Operations-Capital Resources-Capital Ratios” under Part II, Item 7 of this report for a reconciliation of non-GAAP tangible common equity to tangible assets and tangible common equity to risk-weighted assets.

ITEM 7.MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
The following discussion and analysis of our financial condition and results of operations should be read in conjunction with "Selected Consolidated Financial Data" under Part II, Item 6 and our audited consolidated financial statements and supplementary data as presented under Part II, Item 8 of this report.Certain prior period amounts have been reclassified to conform to current period presentations.
The following discussion and analysis of our financial condition and results of operations contains forward-looking statements. These statements are based on current expectations and assumptions, which are subject to risks and uncertainties. See our cautionary language at the beginning of this report under “Forward-Looking Statements”. Actual results could differ materially because of various factors, including but not limited to those discussed in “Risk Factors,” under Part I, Item 1A of this report.
Our fiscal year ends December 31st and, unless otherwise noted, references to years or fiscal years are for fiscal years ended December 31st.
Overview of Company Operations
SVB Financial is a diversified financial services company, as well as a bank holding company and a financial holding company. SVB Financial was incorporated in the state of Delaware in March 1999. Through our various subsidiaries and divisions, we offer a variety of banking and financial products and services. For more than 35 years, we have been dedicated to helping innovative companies and their investors succeed, especially in the technology, life science/healthcare, private equity/venture capital and premium wine industries. We provide our clients of all sizes and stages with a diverse set of products and services to support them through all stages of their life cycles, and key innovation markets around the world.
We offer commercial and private banking products and services through our principal subsidiary, the Bank, which is a California-state chartered bank founded in 1983 and a member of the Federal Reserve System. Through its subsidiaries, the Bank also offers asset management, private wealth management and other investment services. WeIn addition, through SVB Financial's other subsidiaries and divisions, we also offer investment banking services and non-banking products and services, such as funds management, M&A advisory services and venture capital and private equity investment, through our subsidiaries and divisions.investment.

Management’s Overview of 20172019 Financial Performance
Overall, we had an outstandingstrong growth and profitability to cap a record year in 2017,2019, which was marked by higher net interest and core fee income, increasedrecord investment securities and equity warrant gains, strong total client funds growth, healthy loan growth and continued stable credit quality. Additionally, we saw higher noninterest expense, primarily from increased compensation and benefits expenses, as well as increased professional services expenses reflective of increased expenses to support our increasing regulatory, risk management and compliance initiatives to support our domestic and global expansion initiatives, as well as investments made in projects, systems, and technology to support our revenue growth and related initiatives and other operating costs. Increases in noninterest income and noninterest expenses were attributable to, in part, the inclusion of SVB Leerink in our 2019 financial results.
Our core business continued to perform well as a result of our ongoing focus on innovation companies and their investors and continued efforts to secure client relationships. We saw continued success in working with private equity/venture capital firms and technologylife science/healthcare clients as well as clients in our private banking division.
Results for the fiscal year ended, and as of, December 31, 20172019 (compared to the fiscal year ended, and as of, December 31, 2016,2018, where applicable):
BALANCE SHEET EARNINGS
Assets.$48.463.2 billion in average total assets (up 10.0%14.5%). $51.2$71.0 billion in period-end total assets (up 14.6%24.7%).
Loans.$21.229.9 billion in average total loan balances, net of unearned income (up 15.7%16.7%). $23.1$33.2 billion in period-end total loan balances, net of unearned income (up 16.1%17.0%).
Total Client Funds. (on-balance sheet deposits and off-balance sheet client investment funds).$94.3146.7 billion in average total client fund balances (up 14.8%19.1%). $104.6$161.0 billion in period-end total client fund balances (up 23.4%18.9%).
AFS/HTM Fixed Income Investments.$22.424.3 billion in average fixed income investment securities (up 4.1%(down 2.1%). $23.8$27.9 billion in period-end fixed income investment securities (up 13.0%19.7%).


 
EPS. Earnings per diluted share of $9.20$21.73 (up 25.9%20.0%).
Net Income.Consolidated net income available to common stockholders of $490.5 million$1.1 billion (up 28.2%16.7%).
- Net interest income of $1.4$2.1 billion (up 23.5%10.7%).
- Net interest margin of 3.05% (up 33bps)3.51% (down 6bps).
- Noninterest income of $557.2 million, with non- GAAP$1.2 billion (up 64.0%), non-GAAP core fee income+ of $379.0$641.8 million (up 19.9%24.4%) and non-GAAP core fee income plus investment banking revenue and commissions++ of $893.4 million (up 73.2%).
- Noninterest expense of $1.0$1.6 billion (up 17.5%34.8%).


ROE. Return on average equity (“ROE”) performance of 12.38%20.03%.
Operating Efficiency Ratio. Operating efficiency ratio of 51.11%48.26% with a non-GAAP core operating efficiency ratio of 48.06%+++.


   
CAPITAL CREDIT QUALITY
Capital. Continued strong capital, with all capital ratios considered "well-capitalized" under banking regulations,regulations. SVBFG and SVB capital ratios, respectively, were:
- CET 1 risk-based capital ratio of 12.78%12.58% and 12.06%11.12%.
- Tier 1 risk-based capital ratio of 12.97%13.43% and 12.06%11.12%.
- Total risk-based capital ratio of 13.96%14.23% and 13.04%11.96%. - Tier 1 leverage ratio of 8.34%9.06% and 7.56%7.30%.




 
Credit Quality.Continued disciplined underwriting.stable credit.
- Allowance for loan losses of 1.10%0.91% as a percentage of period-end total gross loans.
- Allowance for unfunded credit commitments of 0.28% as a percentage of total unfunded credit commitments.
- Provision for loan losses of 0.37%0.28% as a percentage of total gross loans.
- Net loan charge-offs of 0.27%0.24% as a percentage of average total gross loans.
 
+
+
Consists of fee income from client investments, foreign exchange, credit cards, deposit services, lending related activities and letters of credit and standby letters of credit. This is a non-GAAP financial measure. (See the non-GAAP reconciliation under “Results of Operations—Noninterest Income”).
++
Consists of non-GAAP core fee income plus investment banking revenue and commissions. This is a non-GAAP financial measure. (See the non-GAAP reconciliation under “Results of Operations—Noninterest Income”).
+++This ratio excludes certain financial line items where performance is typically subject to market or other conditions beyond our control and excludes SVB Leerink revenue and expenses. It is calculated by dividing noninterest expense after adjusting for noninterest expense attributable to SVB Leerink by total revenue after adjusting for noninterest income attributable to SVB Leerink, net gains or losses on investment securities and equity warrant assets, investment banking revenue and commissions. Additionally, noninterest expense and total revenue are adjusted for income or losses and expenses attributable to noncontrolling interests and adjustments to net interest income for foreign exchange, credit cards, deposit services, client investments, letters of credit and lending related activities.a taxable equivalent basis. This is a non-GAAP financial measure. (See the non-GAAP reconciliation under “Results"Results of Operations—Noninterest Income”Operations-Noninterest Expense").
        





A summary of our performance in 20172019 compared to 20162018 is as follows:
 Year ended December 31, Year ended December 31,
(Dollars in thousands, except per share amounts and ratios) 2017 2016 % Change  
(Dollars in thousands, except per share amounts, employees and ratios) 2019 2018 % Change  
Income Statement:              
Diluted earnings per share (1) $9.20
 $7.31
 25.9
 $21.73
 $18.11
 20.0
Net income available to common stockholders (1) 490,506
 382,685
 28.2
   1,136,856
 973,840
 16.7
  
Net interest income 1,420,369
 1,150,523
 23.5
   2,096,601
 1,893,988
 10.7
  
Net interest margin 3.05% 2.72% 33
bps  3.51% 3.57% (6)bps 
Provision for credit losses (2) $92,304
 $106,679
 (13.5) $106,416
 $87,870
 21.1
Noninterest income 557,231
 456,552
 22.1
   1,221,479
 744,984
 64.0
  
Noninterest expense (2) 1,010,655
 859,797
 17.5
   1,601,262
 1,188,193
 34.8
  
Non-GAAP core fee income (3)(1) 378,963
 316,170
 19.9
  641,838
 515,890
 24.4
 
Non-GAAP noninterest income, net of noncontrolling interests (3) 527,779
 448,513
 17.7
  
Non-GAAP noninterest expense, net of noncontrolling interests (2)(4) 1,009,842
 859,273
 17.5
  
Non-GAAP core fee income, plus investment banking revenue and commissions (1) 893,361
 515,890
 73.2
 
Non-GAAP noninterest income, net of noncontrolling interests (1) 1,172,855
 706,984
 65.9
  
Non-GAAP noninterest expense, net of noncontrolling interests (2) 1,600,427
 1,187,671
 34.8
  
Balance Sheet:              
Average available-for-sale-securities $12,424,137
 $13,331,315
 (6.8) $9,597,712
 $9,789,211
 (2.0)
Average held-to-maturity securities 9,984,610
 8,192,183
 21.9
  14,672,342
 14,997,846
 (2.2) 
Average loans, net of unearned income 21,159,394
 18,283,591
 15.7
  29,916,207
 25,630,520
 16.7
 
Average noninterest-bearing demand deposits 35,235,200
 31,189,218
 13.0
   38,783,470
 39,633,118
 (2.1)  
Average interest-bearing deposits 7,509,948
 7,569,841
 (0.8)   16,273,480
 8,442,226
 92.8
  
Average total deposits 42,745,148
 38,759,059
 10.3
   55,056,950
 48,075,344
 14.5
  
Earnings Ratios:              
Return on average assets (5) 1.01% 0.87% 16.1
Return on average common SVBFG stockholders’ equity (6) 12.38
 10.90
 13.6
  
Return on average assets (3) 1.80% 1.76% 2.3
Return on average SVBFG common stockholders’ equity (4) 20.03
 20.57
 (2.6)  
Asset Quality Ratios:              
Allowance for loan losses as a percentage of total period-end gross loans 1.10% 1.13% (3)bps  0.91% 0.99% (8)bps 
Allowance for loan losses for performing loans as a percentage of total gross performing loans 0.92
 0.94
 (2)   0.78
 0.86
 (8)  
Gross loan charge-offs as a percentage of average total gross loans 0.31
 0.53
 (22)   0.31
 0.26
 5
  
Net loan charge-offs as a percentage of average total gross loans 0.27
 0.46
 (19)   0.24
 0.22
 2
  
Capital Ratios:              
SVBFG CET 1 risk-based capital ratio 12.78% 12.80% (2)bps  12.58% 13.41% (83)bps 
SVBFG total risk-based capital ratio 13.96
 14.21
 (25)  14.23
 14.45
 (22) 
SVBFG tier 1 risk-based capital ratio 12.97
 13.26
 (29)   13.43
 13.58
 (15)  
SVBFG tier 1 leverage ratio 8.34
 8.34
 
   9.06
 9.06
 
  
SVBFG tangible common equity to tangible assets (7) 8.16
 8.15
 1
  
SVBFG tangible common equity to risk-weighted assets (7) 12.77
 12.89
 (12)  
SVBFG tangible common equity to tangible assets (5) 8.39
 8.99
 (60)  
SVBFG tangible common equity to risk-weighted assets (5) 12.76
 13.28
 (52)  
Bank CET 1 risk-based capital ratio 12.06
 12.65
 (59)  11.12
 12.41
 (129) 
Bank total risk-based capital ratio 13.04
 13.66
 (62)   11.96
 13.32
 (136)  
Bank tier 1 risk-based capital ratio 12.06
 12.65
 (59)   11.12
 12.41
 (129)  
Bank tier 1 leverage ratio 7.56
 7.67
 (11)   7.30
 8.10
 (80)  
Bank tangible common equity to tangible assets (7) 7.47
 7.77
 (30)  
Bank tangible common equity to risk-weighted assets (7) 11.98
 12.75
 (77)  
Bank tangible common equity to tangible assets (5) 7.24
 8.13
 (89)  
Bank tangible common equity to risk-weighted assets (5) 11.31
 12.28
 (97)  
Other Ratios:              
GAAP operating efficiency ratio (8) 51.11% 53.50% (4.5)
Non-GAAP operating efficiency ratio (4) 51.76
 53.70
 (3.6)  
Book value per common share (9) $79.11
 $69.71
 13.5
  
GAAP operating efficiency ratio (6) 48.26% 45.02% 7.2
Non-GAAP core operating efficiency ratio (2) 48.06
 48.06
 
  
Total costs of deposits (7) 0.32
 0.06
 NM
 
Book value per common share (8) $118.67
 $97.29
 22.0
  
Other Statistics:              
Average full-time equivalent employees 2,396
 2,225
 7.7
 3,362
 2,685
 25.2
Period-end full-time equivalent employees 2,438
 2,311
 5.5
   3,564
 2,900
 22.9
  
 
(1)Included in diluted earnings per common share and net income available to common stockholders for the year ended December 31, 2017 are tax benefits recognized associated with the adoption of Accounting Standards Update ("ASU") 2016-09, Improvements to Employee Share-Based Payment Accounting in the first quarter of 2017. This guidance was adopted on a prospective basis with no changes to prior period amounts.

(2)As of the first quarter of 2017, our consolidated statements of income have been modified from prior periods’ presentation to conform to the current period presentation to reflect our provision for loan losses and provision for unfunded credit commitments together as our “provision for credit losses”. In prior periods, our provision for unfunded credit commitments was reported separately as a component of noninterest expense.
(3)See “Results of Operations–Noninterest Income” below for a description and reconciliation of non-GAAP core fee income and noninterest income.non-GAAP core fee income plus investment banking revenue and commissions.

(4)(2)See “Results of Operations–Noninterest Expense” below for a description and reconciliation of non-GAAP noninterest expense and non-GAAP core operating efficiency ratio.
(5)(3)Ratio represents consolidated net income available to common stockholders divided by average assets.
(6)(4)Ratio represents consolidated net income available to common stockholders divided by average SVBFG common stockholders’ equity.
(7)(5)See “Capital Resources–Capital Ratios” for a reconciliation of non-GAAP tangible common equity to tangible assets and tangible common equity to risk-weighted assets.
(8)(6)The operating efficiency ratio is calculated by dividing total noninterest expense by total net interest income plus noninterest income.
(9)(7)Ratio represents total cost of deposits and is calculated by dividing interest expense from deposits by average total deposits.
(8)Book value per common share is calculated by dividing total SVBFG common stockholders’ equity by total outstanding common shares at period-end.


Critical Accounting Policies and Estimates
Our accounting policies are fundamental to understanding our financial condition and results of operations. We have identified fourthree policies as being critical because they require us to make particularly difficult, subjective and/or complex judgments about matters that are inherently uncertain, and because it is likely that materially different amounts would be reported under different conditions or using different assumptions. We evaluate our estimates and assumptions on an ongoing basis and we base these estimates on historical experiences and various other factors and assumptions that are believed to be reasonable under the circumstances. Actual results may differ materially from these estimates under different assumptions or conditions.
Our critical accounting policies include those that address the adequacy of the allowance for loan losses and allowance for unfunded credit commitments, measurements of fair value and the valuation of equity warrant assets and the recognition and measurement of income tax assets and liabilities.assets. Our senior management has discussed and reviewed the development, selection, application and disclosure of these critical accounting policies with the Audit Committee of our Board of Directors.
We disclose our method and approach for each of our critical accounting policies in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Allowance for Loan Losses and Allowance for Unfunded Credit Commitments
Allowance for Loan Losses
The allowance for loan losses is management's estimate of credit losses inherent in the loan portfolio at the balance sheet date. We consider our accounting policy for the allowance for loan losses to be critical as our estimation of the allowance involves material estimates by us and is particularly susceptible to significant changes in the near-term. Determining the allowance for loan losses requires us to make forecasts that are highly uncertain and require a high degree of judgment. Our loan loss reserve methodology is applied to our loan portfolio and we maintain the allowance for loan losses at levels that we believe are appropriate to absorb estimated probable losses inherent in our loan portfolio. A committee comprised of senior management evaluates the adequacy of the allowance for loan losses.
Our allowance for loan losses is established for loan losses that are probable and incurred but not yet realized. The process of anticipating loan losses is inherently imprecise. We apply a systematic process for the evaluation of individual loans and pools of loans for inherent risk of loan losses. At the time of approval, each loan in our portfolio is assigned a credit risk rating through an evaluation process, which includes consideration of such factors as payment status, the financial condition of the borrower, borrower compliance with loan covenants, underlying collateral values, potential loan concentrations and general economic conditions. The credit risk ratings for each loan are monitored and updated on an ongoing basis.
The allowance for loan losses is based on a formula allocation for similarly risk-rated loans by client industry sector and individually for impaired loans. Our formula allocation is determined on a quarterly basis by utilizing a historical loan loss migration model, which is a statistical model used to estimate an appropriate allowance for outstanding loan balances by calculating the likelihood of a loan being charged-off based on its credit risk rating using historical loan performance data from our portfolio. The formula allocation provides the average loan loss experience for each portfolio segment, which considers our quarterly historical loss experience since the year 2000, both by risk-rating category and client industry sector. The resulting loan loss factors for each risk-rating category and client industry sector are ultimately applied to the respective period-end client loan balances for each corresponding risk-rating category by client industry sector to provide an estimation of the allowance for loan losses.
We also supplement our allowance by applying qualitative allocations to the results we obtained through our historical loan loss migration model to ascertain the total allowance for loan losses. These qualitative allocations are based upon management's assessment of the risks that may lead to a loan loss experience different from our historical loan loss experience. These risks are aggregated to become our qualitative allocation. Refer to Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for a summary of the factors management considers for its qualitative allocation as part of management's estimate of the changing risks in the lending environment.

environment. In 2016, we made certain enhancements to factors included in our qualitative allocation. We changed from a total loan portfolio weighted average loss factor to a portfolio segment specific loss factor for our estimated reserve floor for portfolio segments that would not draw a minimum reserve based on the lack of historical loan loss experience. Additionally, in response to increased average borrowing amounts by our clients, we increased our definition of a large loan used for our qualitative reserve for large funded loan exposure. These enhancements were applied during the fourth quarter of 2016.
Allowance for Unfunded Credit Commitments
The allowance for unfunded credit commitments is determined using a methodology that is inherently similar to the methodology used for calculating the allowance for loan losses adjusted for factors specific to binding commitments, including the probability of funding and exposure at funding. Our reserve methodology for unfunded loan commitments applies segment specific historical loss experience for our funded loan portfolio and segment specific probability of funding factors to estimate the allowance for unfunded credit commitments. The allowance for unfunded credit commitments also includes certain qualitative allocations as deemed appropriate by management. We consider our accounting policy for the allowance for unfunded credit commitments to be critical as estimation of the reserve involves material estimates by management and is susceptible to changes in the near term. The allowance for unfunded credit commitments equals management’s best estimate of probable credit losses that are inherent in the portfolio at the balance sheet date.
For an overview of the impact of CECL to the allowance for loan losses and the allowance for unfunded credit commitments, see “Recent Accounting Pronouncements under Part II, Item 7 of this report.
Fair Value Measurements
We use fair value measurements to record fair value for certain financial instruments and to determine fair value disclosures. We disclose our method and approach for fair value measurements of assets and liabilities in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
ASC 820, Fair Value Measurements and Disclosures, establishes a three-level hierarchy for disclosure of assets and liabilities recorded at fair value. The classification of assets and liabilities within the hierarchy is based on whether the significant inputs to the valuation methodology used for measurement are observable or unobservable and the significance of the level of the input to the entire measurement. Observable inputs reflect market-derived or market-based information obtained from independent sources, while unobservable inputs reflect our estimates about market data. The three levels for measuring fair value are defined in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
The degree of management judgment involved in determining the fair value of a financial instrument is dependent upon the availability of quoted market prices or observable market parameters. For financial instruments that trade actively and have quoted market prices or observable market parameters, there is minimal subjectivity involved in measuring fair value (Level 1 measurements). When observable market prices and parameters are not fully available, management judgment is necessary to estimate fair value. For inactive markets, there is little information, if any, to evaluate if individual transactions are orderly. Accordingly, we are required to estimate, based upon all available facts and circumstances, the degree to which orderly transactions are occurring and provide more weighting to price quotes that are based upon orderly transactions (Level 2 measurements). In addition, changes in the market conditions may reduce the availability of quoted prices or observable data. For example, reduced liquidity in the capital markets or changes in secondary market activities could result in observable market inputs becoming unavailable. Therefore, when market data is not available, we use valuation techniques requiring more management judgment to estimate the appropriate fair value measurement (Level 3 measurements). Significant judgment is required to determine whether certain assets measured at fair value are included in Level 2 or Level 3. When making this judgment, we consider available information and our understanding of the valuation techniques and significant inputs used. The classification of Level 2 or Level 3 is based upon the specific facts and circumstances of each instrument or instrument category and judgments are made regarding the significance of the Level 3 inputs to the instrument's fair value measurement in its entirety. If Level 3 inputs are considered significant, the instrument is classified as Level 3. Accordingly, the degree of judgment exercised by management in determining fair value is greater for financial assets and liabilities categorized as Level 3.

The following table summarizes our financial assets and liabilities that are measured at fair value on a recurring basis and the amounts measured using significant Level 3 inputs at December 31, 20172019 and 2016:2018:
 December 31, December 31,
 2017 2016 2019 2018
(Dollars in thousands) Total Balance   Level 3      Total Balance   Level 3      Total Balance   Level 3      Total Balance   Level 3     
Assets carried at fair value $11,481,237
 $122,250
 $12,974,923
 $130,853
 $14,672,330
 $161,172
 $8,388,011
 $146,278
As a percentage of total assets 22.4% 0.2% 29.0% 0.3% 20.7% 0.2% 14.7% 0.3%
Liabilities carried at fair value $108,581
 $
 $64,438
 $
 $137,984
 $
 $98,050
 $
As a percentage of total liabilities 0.2% % 0.2% % 0.2% % 0.2% %
As a percentage of assets carried at fair value 

 1.1
   1.0
 

 1.1
   1.7

Financial assets valued using Level 3 measurements consist of our non-marketable securities (investments in venture capital and other investment securities in shares of public company stock subject to certain sales restrictions for which the sales restriction has not been lifted)capital) and equity warrant assets (rights to shares of private and public company capital stock). The valuation techniques of our non-marketable securities carried under fair value accounting and equity warrant assets involve a significant degree of management judgment. Refer to Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for a summary of the valuation techniques and significant inputs used for each class of Level 3 assets.
The inherent uncertainty in the process of valuing securities for which a ready market does not exist may cause our estimated values of these securities to differ significantly from the values that would have been derived had a ready market for the securities existed, and those differences could be material. The timing and amount of changes in fair value, if any, of these financial instruments depend upon factors beyond our control, including the performance of the underlying companies, fluctuations in the market prices of the preferred or common stock of the underlying companies, general volatility and interest rate market factors, and legal and contractual restrictions. The timing and amount of actual net proceeds, if any, from the disposition of these financial instruments depend upon factors beyond our control, including investor demand for IPOs, levels of M&A activity, legal and contractual restrictions on our ability to sell and the perceived and actual performance of portfolio companies. All of these factors are difficult to predict and there can be no assurances that we will realize the full value of these securities, which could result in significant losses.
During 2019, the Level 3 assets that are measured at fair value on a recurring basis experienced net realized and unrealized gains of $133.9 million (which is inclusive of noncontrolling interest), primarily due to gains on exercised warrant assets. During 2018 and 2017, the Level 3 assets that are measured at fair value on a recurring basis experienced net realized and unrealized gains of $88.4 million and $55.2 million (which is inclusive of noncontrolling interest), primarily due to gains on exercised warrant assets. During 2016 and 2015, the Level 3 assets that are measured at fair value on a recurring basis experienced net realized and unrealized gains of $38.1 million and $72.6 million (which is inclusive of noncontrolling interest), respectively.
Derivative Assets-Equity Warrant Assets
As discussed above, the valuation of our equity warrant assets is a Level 3 measurement, which requires a significant degree of management judgment in order to value the assets. Our equity warrant asset policy is also considered a critical policy due to the variability of returns from our shares of private and public companies and due to the degree of management judgment in selecting a valuation technique for our equity warrant assets.
The timing and value realized from the disposition of equity warrant assets depend upon factors beyond our control, including the performance of the underlying portfolio companies, investor demand for IPOs, fluctuations in the price of the underlying common stock of these private and public companies, levels of M&A activity and legal and contractual restrictions on our ability to sell the underlying securities. All of these factors are difficult to predict. Many equity warrant assets may be terminated or may expire without compensation and may incur valuation losses from lower-priced funding rounds. We are unable to predict future gains or losses with accuracy, and gains or losses could vary materially from period to period.
Additionally, while management has selected the valuation methodology that it believes provides the best estimate of fair value, there are several acceptable valuation techniques as well as alternative approaches for the calculation of significant inputs for the valuation technique. In the event that a different valuation technique or approach for calculating a significant input were to be used, then the estimated values of these assets could differ significantly from the existing values recorded. Further, the inherent uncertainty of valuing assets for which a ready market is unavailable may cause our estimated values of these assets to differ significantly from the values that would have been derived had a ready market for the assets existed, and those differences could be material and ultimately, the recorded fair value of equity warrant assets may never be realized, which could result in significant losses.

Recent Accounting Pronouncements
Financial Instruments - Credit Losses
In June 2016, the FASB issued a new Accounting Standard Update (ASU 2016-13, Financial Instruments- Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments) ("ASU 2016-13" or "CECL"), which amends the incurred loss impairment methodology in current GAAP with a methodology that reflects a current expected credit loss measurement to estimate the allowance for credit losses over the contractual life of the financial assets (including loans, unfunded credit commitments and HTM debt securities) and requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. While the CECL model does not apply to available-for-sale debt securities, ASU 2016-13 does require entities to record an allowance when recognizing credit losses for available-for-sale securities, rather than reduce the amortized cost of the securities by direct write-offs, which allows for reversal of credit impairments in future periods based on improvements in credit. We adopted the guidance on January 1, 2020, using a modified retrospective approach.
Our implementation process included loss forecasting model development, evaluation of technical accounting topics, updates to our allowance accounting policies, reporting processes and related internal controls, overall operational readiness

Income Taxes
We are subject to income tax lawsfor our adoption of the United States, its states and municipalities and those of the foreign jurisdictions in which we operate. Income taxes are accounted for using the asset and liability method. Under this method, deferred tax assets and liabilities are recognized for the future tax consequences attributable to differences between the financial statement carrying amounts of existing assets and liabilities and their respective tax-basis carrying amount. Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in the years in which those temporary differences are expected to be recovered or settled. The effect on deferred tax assets and liabilities of a change in tax rates is recognized in income in the period that includes the enactment date. A valuation allowance is provided when management assesses available evidence and exercises their judgment that it is more likely than not that some portion of the deferred tax asset will not be realized.
We consider our accounting policy relating to income taxes to be critical as the determination of current and deferred income taxes is based on analyses of many factors including interpretation of federal, state and foreign income tax laws, the difference between tax and financial reporting bases of assets and liabilities (temporary differences), estimates of amounts due or owed, the timing of reversals of temporary differences and current financial accounting standards. Actual results could differ significantly from the estimates due to tax law interpretations used in determining the current and deferred income tax liabilities. Additionally, there can be no assurances that estimates and interpretations used in determining income tax liabilities may not be challenged by federal and state taxing authorities.
In establishing a provision for income tax expense, we must make judgments and interpretations about the application of tax laws. We must also make estimates about when in the future certain items will affect taxable income in the various tax jurisdictions, both domestic and foreign. We evaluate our uncertain tax positions in accordance with ASC 740, Income Taxes. We believe that our unrecognized tax benefits, including related interest and penalties, are adequate in relation to the potential for additional tax assessments.
We are also subject to routine corporate tax audits by the various tax jurisdictions. In the preparation of income tax returns, tax positions are taken based on interpretation of federal and state income tax lawsCECL as well as foreign tax laws.parallel runs for CECL alongside our current allowance process. We reviewprovided quarterly updates to senior management and to the Audit and Credit Committees of the Board of Directors throughout the implementation process.
A summary of our uncertain tax positionsapproach for estimating current expected life-time credit losses for loans, unfunded commitments and HTM debt securities includes the following:
A reasonable and supportable forecast period of three years for all portfolio segments and classes of financing receivables and unfunded credit exposures leveraging the weighted-average of a range of macroeconomic scenarios. This period reflects management’s expectation of losses based on forward-looking economic scenarios over that time and closely aligns with other internal forecast periods. After the forecast period, our estimate of credit losses will revert to historical averages gradually over the remaining contractual lives, adjusted for prepayments. The macroeconomic scenarios are reviewed on a quarterly basis.
We will utilize a discounted cash flow ("DCF") approach to measure credit impairment for loans identified for individual assessment, which includes TDR's. Collateral-dependent loans identified for individual assessment will be carried at the fair value of collateral, net of selling costs (when applicable).
Our HTM debt securities portfolio, with the exception of our municipal bond portfolio, have been evaluated and currently carry zero risk of credit loss as they are securities that are either explicitly or implicitly guaranteed by the U.S. government. A reasonable and supportable forecast period of one year will be applied to our municipal bonds, however, we do not expect the allowance for credit losses to be significant for this portion of our HTM debt securities portfolio.
Under the prior guidance, our loan portfolio was disclosed by market segments. Going forward, our technology (software/internet and hardware) and life science/healthcare market segments will be disclosed by class of financing receivable that align with their underlying underwriting methodology. The technology (software/internet and hardware) and life science/healthcare market segments will be classified as investor dependent, balance sheet dependent or cash flow dependent and prior period amounts will be reclassified for comparability. There are no other material changes to our current market segments.
Based on our loan and unfunded credit commitments portfolio composition at December 31, 2019, and the current economic environment, we currently estimate the day 1 combined impact of adopting CECL on our allowance for loan losses and allowance for unfunded credit commitments to be an increase of approximately $50 million (on a pre-tax basis) or approximately 13% of the total combined allowance compared to our reported amount at December 31, 2019. The increase reflects an increase in our expected credit loss for our investor dependent loan portfolio as longer-duration assets require more reserves under CECL methodology, offset by a decrease for our private equity/venture capital loan portfolio, given their higher historical credit quality. Based on the credit quality of our existing HTM debt securities portfolio at December 31, 2019, we currently estimate the day one impact of CECL on our allowance for our HTM municipal bond portfolio to be approximately $0.2 million (on a pre-tax basis).
At adoption, we will have a cumulative-effect adjustment to retained earnings for our change in the allowance for credit losses for our loans, unfunded credit commitments and HTM debt securities, which will impact our capital. An increase in our allowance will result in a decrease to our regulatory capital amounts and ratios. Federal banking regulatory agencies have provided relief for an initial capital decrease at adoption by allowing the impact to be phased-in over three years on a straight-line basis. At adoption, we do not expect to elect this option as the decrease to our regulatory capital amounts does not have a material impact on our capital ratios.
Other Recent Accounting Pronouncements
In August 2018, the FASB issued a new Accounting Standard Update (ASU No. 2018-13, Fair Value Measurement (Topic 820): Disclosure Framework - Changes to the Disclosure Requirements for Fair Value Measurement). The ASU primarily modifies certain disclosures with respect to Level 3 fair value measurements. This guidance became effective on January 1, 2020. We adopted the guidance on January 1, 2020, however, the adoption did not have an impact on our consolidated financial position or results of operations and we may adjust these unrecognized tax benefitsdo not expect the adoption of this standard to have a material impact on the disclosures in lightour Notes to the Consolidated Financial Statements.
In December 2019, the FASB issued Accounting Standards Update No. 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes which is part of changing factsthe Board’s initiative to reduce cost and circumstances, such ascomplexity related to accounting for income taxes.  The ASU eliminates certain exceptions to the closinggeneral principles of a tax audit or the refinement of an estimate. To the extent that the final tax outcome of these matters is different than the amounts recorded, such differences will impactASC 740, Income Taxes, and simplifies income tax expenseaccounting in several areas.  The amendments are effective for fiscal years (and interim periods within those fiscal years) beginning after December 15, 2020, with early adoption permitted. The ASU allows entities to adopt this provision on a retrospective basis for all periods presented or a modified retrospective basis through a cumulative-effect adjustment to retained earnings as of the beginning of the period in which such determination is made.of adoption. We are currently evaluating the impact this ASU will have on our financial position, results of operations, cash flows and disclosures.
Results of Operations
Net Interest Income and Margin (Fully Taxable Equivalent Basis)
Net interest income is defined as the difference between: (i) interest earned from loans, fixed income investments in our available-for-sale and held-to-maturity securities portfolios and short-term investment securities, and, (ii) interest paid on funding sources. Net interest margin is defined as net interest income, on a fully taxable equivalent basis, as a percentage of average interest-earning assets. Net interest income and net interest margin are presented on a fully taxable equivalent basis to consistently reflect income from taxable loans and securities and tax-exempt securities based on the applicable federal statutory tax rate of 35.0 percent.rate.
Analysis of Net Interest Income Changes Due to Volume and Rate (Fully Taxable Equivalent Basis)
Net interest income is affected by changes in the amount and mix of interest-earning assets and interest-bearing liabilities, referred to as “volume change.” Net interest income is also affected by changes in yields earned on interest-earning assets and rates paid on interest-bearing liabilities, referred to as “rate change.” The following table sets forth changes in interest income for each major category of interest-earning assets and interest expense for each major category of interest-bearing liabilities. The table also reflects the amount of simultaneous changes attributable to both volume and rate changes for the years indicated. For this table, changes that are not solely due to either volume or rate are allocated in proportion to the percentage changes in average volume and average rate.

 2017 compared to 2016 2016 compared to 2015 2019 compared to 2018 2018 compared to 2017
 Change due to Change due to Change due to Change due to
(Dollars in thousands) Volume Rate Total Volume Rate Total Volume Rate Total Volume Rate Total
Interest income:                        
Federal Reserve deposits, federal funds sold, securities purchased under agreements to resell and other short-term investment securities $3,952
 $7,483
 $11,435
 $1,073
 $2,930
 $4,003
 $50,581
 $10,651
 $61,232
 $(3,606) $17,309
 $13,703
Fixed income investment portfolio (taxable) 27,671
 37,525
 65,196
 (12,947) 15,238
 2,291
 (22,833) 50,079
 27,246
 53,911
 75,561
 129,472
Fixed income investment portfolio (non-taxable) 6,627
 (1,274) 5,353
 (919) (113) (1,032) 12,596
 488
 13,084
 35,132
 (105) 35,027
Loans, net of unearned income 139,416
 52,217
 191,633
 160,623
 (19,615) 141,008
 229,091
 11,594
 240,685
 236,981
 95,711
 332,692
Increase (decrease) in interest income, net 177,666
 95,951
 273,617
 147,830
 (1,560) 146,270
Increase in interest income, net 269,435
 72,812
 342,247
 322,418
 188,476
 510,894
Interest expense:                        
Interest bearing checking and savings accounts 90
 (2) 88
 46
 (85) (39)
Interest-bearing checking and savings accounts (72) 33
 (39) 118
 11
 129
Money market deposits (5) 3,071
 3,066
 (231) 745
 514
 79,243
 45,945
 125,188
 3,634
 16,308
 19,942
Money market deposits in foreign offices 22
 (4) 18
 (16) 7
 (9) (11) (1) (12) (5) (3) (8)
Time deposits (11) 
 (11) (34) (50) (84) 560
 600
 1,160
 24
 28
 52
Sweep deposits in foreign offices (86) (10) (96) (247) 29
 (218) 10,137
 11,932
 22,069
 (81) 596
 515
Total increase (decrease) in deposits expense 10
 3,055
 3,065
 (482) 646
 164
Total increase in deposits expense 89,857
 58,509
 148,366
 3,690
 16,940
 20,630
Short-term borrowings (1,922) 1,378
 (544) 972
 73
 1,045
 (12,408) 1,421
 (10,987) 13,481
 555
 14,036
3.50% Senior Notes 12
 
 12
 994
 27
 1,021
 12
 
 12
 12
 
 12
5.375% Senior Notes 32
 
 32
 59
 (28) 31
 (505) 
 (505) 35
 
 35
7.0% Junior Subordinated Debentures (106) (122) (228) (11) 10
 (1) 
 
 
 (3,096) 
 (3,096)
6.05% Subordinated Notes (693) 254
 (439) (33) 306
 273
 
 
 
 (467) 
 (467)
Total (decrease) increase in borrowings expense (2,677) 1,510
 (1,167) 1,981
 388
 2,369
 (12,901) 1,421
 (11,480) 9,965
 555
 10,520
Increase (decrease) in interest expense, net (2,667) 4,565
 1,898
 1,499
 1,034
 2,533
Increase (decrease) in net interest income $180,333
 $91,386
 $271,719
 $146,331
 $(2,594) $143,737
Increase in interest expense, net 76,956
 59,930
 136,886
 13,655
 17,495
 31,150
Increase in net interest income $192,479
 $12,882
 $205,361
 $308,763
 $170,981
 $479,744
Net Interest Income (Fully Taxable Equivalent Basis)
20172019 compared to 20162018
Net interest income increased by $271.7$205.4 million to $1.4$2.1 billion in 2017,2019, compared to $1.2$1.9 billion in 2016.2018. Overall, the increase in our net interest income was due primarily to higher average loan and interest earning cash and short-term investment securities balances.
The main factors affecting interest income and interest expense for 2019, compared to 2018, are discussed below:
Interest income for 2019 increased by $342.2 million primarily due to:
A $240.7 million increase in interest income from loans to $1.6 billion in 2019, compared to $1.4 billion in 2018. This increase was reflective of an increase in average loan balances of $4.3 billion and an increase in the overall yield on our loan portfolio of 5 basis points to 5.35 percent from 5.30 percent. Gross loan yields, excluding loan interest recoveries and loan fees, increased by 2 basis points to 4.79 percent from 4.77 percent, reflective of the benefit of interest rate increases in effect the first half of the year, partially offset by the strong growth of our lower yielding private equity/venture capital loan portfolio and interest rate decreases in the third and fourth quarters of 2019. Our private equity/venture capital portfolio represented 53.5 percent and 49.5 percent of our total gross loan portfolio at December 31, 2019 and 2018, respectively,
A $61.2 million increase in interest income from our short-term investment securities to $96.4 million, compared to $35.2 million in 2018. The increase was due primarily to an increase of $3.1 billion in average interest earning cash and short-term investment securities balances and higher yields reflective of the benefit of interest rate increases in effect the first half of the year, partially offset by interest rate decreases in the third and fourth quarters of 2019, and
A $40.3 million increase in interest income from our fixed income investment securities to $625.8 million in 2019, compared to $585.4 million in 2018. The increase was reflective of an increase in our fixed income securities yield of 22 basis points to 2.58 percent from 2.36 percent, partially offset by a decrease of $0.5 billion in average fixed income investment balances primarily due to a decrease in average HTM securities. The increase

in our fixed income securities yield was primarily from higher reinvestment yields on maturing fixed income investments as well as higher yields on new purchases due to the benefit of interest rate increases in effect the first half of the year.
Interest expense for 2019 increased to $212.8 million, compared to $75.9 million for 2018, primarily due to:
A $148.4 million increase in deposits interest expense, due primarily to an increase in interest paid on our interest-bearing money market deposits as a result of market rate adjustments and an increase of $7.8 billion in average interest-bearing deposits, partially offset by
An $11.5 million decrease in borrowings interest expense, due primarily to a decrease in our average short-term borrowings balance during 2019 as a result of the increase in average deposit balances.
2018 compared to 2017
Net interest income increased by $479.7 million to $1.9 billion in 2018, compared to $1.4 billion in 2017. Overall, the increase in our net interest income was due primarily to both higher average loan and investment portfolio balances as well as higher interest rates.
The main factors affecting interest income and interest expense for 2017,2018, compared to 2016,2017, are discussed below:
Interest income for 2017 increased by $273.6 million primarily due to:
Interest income for 2018 increased by $510.9 million primarily due to:
A $191.6332.7 million increase in interest income from loans to $1.01.4 billion in 20172018, compared to $834.2 million1.0 billion in 20162017. This increase was reflective of an increase in average loan balances of $2.9$4.5 billion and an increase in the overall yield on our loan portfolio of 2945 basis points to 4.855.30 percent from 4.564.85 percent. Gross loan yields, excluding loan interest recoveries and loan fees, increased by 55 basis points to 4.224.77 percent from 3.974.22 percent, reflective of the benefit of interest rate increases, partially offset by the strong growth of our lower yielding private equity/ venture capital and Private Bank loan portfolios.portfolio. Our private equity/venture capital portfolio represented 42.849.5 percent and 38.742.8 percent of our total gross loan portfolio at December 31, 2018 and 2017, and 2016, respectively. Our Private Bank loan portfolio represented 11.3 percent and 10.8 percent of our total gross loan portfolio at December 31, 2017 and 2016, respectively.
A $70.5$164.5 million increase in interest income from our fixed income investment securities to $420.9$585.4 million in 2017,2018, compared to $350.4$420.9 million in 2016.2017. The increase was primarily reflective of an increase of $2.4 billion in average fixed income investment balances as a result of strong deposit growth in 2018 and an increase in our fixed income investment securities yield of 2548 basis points to 1.882.36 percent from 1.63 percent resulting1.88 percent. The increase in our fixed income securities yield was primarily from higher reinvestment yields on maturing fixed income investments as well as higher yields on new purchases due to interest rate increases. Interest income from our fixed income securities also benefited from an increase of $0.9 billion in average investment security balances as a result of strong deposit growth in 2017.
increases, and

An $11.4A $13.7 million increase in interest income from our Federal Reserve deposits to $21.5$35.2 million,, compared to $10.1$21.5 million in 2016.2017. The increase was due primarily to higher yields as a result of rate increases in 2018.
Interest expense for 2018 increased to $75.9 million, compared to $44.8 million for 2017, as well as higher average interest-earning cash balances in 2017.primarily due to:
Interest expense for 2017 increased to $44.8 million, compared to $42.9 million for 2016, primarily due to:
A $3.1$20.6 million increase in deposits interest expense, due primarily to an increase in interest paid on our interest-bearing money market deposits as a result of market rate adjustments.adjustments, and
A $1.2$10.5 million decreaseincrease in borrowings interest expense, due primarily to an increase in our average short-term borrowings balance during 2018 to fund loan growth as a result of the timing of loan funding and deposit activities. The increase in interest expense from short-term borrowings was partially offset by a decrease in interest expense from long-term debt reflective of the repayment of our 6.05% Subordinated Notes and the redemption of our Junior Subordinated Debentures in 2017.
2016 compared to 2015
Net interest income increased by $143.7 million to $1.2 billion in 2016, compared to $1.0 billion in 2015. Overall, the increase in our net interest income was due primarily to higher average loan balances.
The main factors affecting interest income and interest expense for 2016, compared to 2015, are discussed below:
Interest income for 2016 increased by $146.3 million primarily due to:
A $141.0 million increase in interest income on loans to $834.2 million in 2016, compared to $693.1 million in 2015. This increase was reflective of an increase in average loan balances of $3.5 billion, partially offset by a decrease of 14 basis points in the overall yield on our loan portfolio. The decrease in loan portfolio yield was reflective of a continued shift in the mix of our overall loan portfolio as well as lower loan fee yields, partially offset by the 25 basis point increase in the Federal Funds target rate in December 2015. Our loan growth in 2016 came primarily from our private equity/venture capital and Private Bank loan portfolios which, on average, tend to have higher credit quality, but lower loan yields. Our yields were also impacted by increased price competition.
A $1.3 million increase in interest income from our fixed income investment securities to $350.4 million in 2016, compared to $349.1 million in 2015 with the increase due to an $11.7 million decrease in premium amortization expense, net, as a result of new investment purchases at a net discount and lower prepayment estimates following the increase in market interest rates during the fourth quarter of 2016. This was mostly offset by lower interest income as a result of a decrease in average fixed income investment securities of $0.7 billion as a result of our sales of investment securities during the first and second quarters of 2016 to fund loans and repay short-term borrowings. Our overall yields from investment securities increased six basis points to 1.63 percent, primarily attributable to the change in premium amortization.
A $4.0 million increase in interest income from our Federal Reserve deposits to $10.1 million, compared to $6.1 million in 2015. The increase was due primarily to the full year impact of the 25 basis point increase in the Federal Funds target rate in December 2015 as well as higher average interest-earning cash balances in 2016.
Interest expense for 2016 increased to $42.9 million, compared to $40.3 million for 2015, due primarily to:
A $1.0 million increase in short-term borrowings interest expense due primarily to borrowings from our available line of credit with the Federal Home Loan Bank ("FHLB") in 2016 in order to support loan growth and the liquidity needs of the Bank.
A $1.0 million increase in interest expense on long-term debt related to the full year impact of the $350 million issuance of our 3.50% Senior Notes (the "3.50% Senior Notes") in late January 2015.
Net Interest Margin (Fully Taxable Equivalent Basis)
Our net interest margin increaseddecreased by 336 basis points to 3.51 percent in 2019, compared to 3.57 percent in 2018 and 3.05 percent in 2017,2017.
2019 compared to 2.72 percent in 2016 and 2.57 percent in 2015.
2017 compared to 20162018
The increasedecrease in our net interest margin in 20172019 was reflective primarily of the impact of rising interest rates and amarket rate adjustments made on interest-bearing money market deposits partially offset by the continued shift in the mix of average interest-earning assets towards our higher yielding loan portfolio. For the year ended December 31, 2017,2019, our loan portfolio comprised 4550 percent of our average interest-earning assets, an increase from 4348 percent for the year ended December 31, 2016.2018.
  

20162018 compared to 20152017
The increase in our net interest margin in 20162018 was reflective primarily of athe impact of rising interest rates and the continued shift in the mix of average interest-earning assets towards our higher yielding loan portfolio as a result of our sales of investment securities during the first and second quarters of 2016 to fund loans and repay short-term borrowings.portfolio. For the year ended December 31, 2016,2018, our loan portfolio comprised 4348 percent of our average interest-earning assets, an increase from 3845 percent for the year ended December 31, 2015. Our net interest margin also increased as a result of the 25 basis point increase in the Federal Funds target rate in December 2015.2017.

Average Balances, Yields and Rates Paid (Fully Taxable Equivalent Basis)
The average yield earned on interest-earning assets is the amount of fully taxable equivalent interest income expressed as a percentage of average interest-earning assets. The average rate paid on funding sources is the amount of interest expense expressed as a percentage of average funding sources. The following tables set forth average assets, liabilities, noncontrolling interests, preferred stock and SVBFG common stockholders’ equity, interest income, interest expense, annualized yields and rates and the composition of our net interest margin in 20172019, 20162018 and 20152017:

Average Balances, Yields and Rates Paid for the Years Ended December 31, 2017, 20162019, 2018 and 20152017
 Year ended December 31, Year ended December 31,
 2017 2016 2015 2019 2018 2017
(Dollars in thousands) 
Average
Balance
 
Interest
Income/
Expense
 
Yield/
Rate
 
Average
Balance
 
Interest
Income/
Expense
 
Yield/
Rate
 
Average
Balance
 
Interest
Income/
Expense
 
Yield/
Rate
 
Average
Balance
 
Interest
Income/
Expense
 
Yield/
Rate
 
Average
Balance
 
Interest
Income/
Expense
 
Yield/
Rate
 
Average
Balance
 
Interest
Income/
Expense
 
Yield/
Rate
Interest-earning assets:
                                    
Federal Reserve deposits, federal funds sold, securities purchased under agreements to resell and other short-term investment securities (1) $3,109,840
 $21,505
 0.69% $2,538,362
 $10,070
 0.40% $2,267,953
 $6,067
 0.27% $5,932,146
 $96,440
 1.63% $2,820,883
 $35,208
 1.25% $3,109,840
 $21,505
 0.69%
Investment Securities: (2)                                    
Available-for-sale securities:                                    
Taxable 12,424,137
 199,423
 1.61
 13,331,315
 185,981
 1.40
 14,436,140
 189,859
 1.32
 9,597,712
 217,650
 2.27
 9,789,211
 185,120
 1.89
 12,424,137
 199,423
 1.61
Held-to-maturity securities:                                    
Taxable 9,732,869
 212,710
 2.19
 8,130,221
 160,956
 1.98
 7,750,649
 154,787
 2.00
 13,041,160
 351,201
 2.69
 13,727,745
 356,485
 2.60
 9,732,869
 212,710
 2.19
Non-taxable (3) 251,741
 8,790
 3.49
 61,962
 3,437
 5.55
 78,528
 4,469
 5.69
 1,631,182
 56,901
 3.49
 1,270,101
 43,817
 3.45
 251,741
 8,790
 3.49
Total loans, net of unearned income (4) (5) 21,159,394
 1,025,788
 4.85
 18,283,591
 834,155
 4.56
 14,762,941
 693,147
 4.70
 29,916,207
 1,599,165
 5.35
 25,630,520
 1,358,480
 5.30
 21,159,394
 1,025,788
 4.85
Total interest-earning assets 46,677,981
 1,468,216
 3.15
 42,345,451
 1,194,599
 2.82
 39,296,211
 1,048,329
 2.67
 60,118,407
 2,321,357
 3.86
 53,238,460
 1,979,110
 3.71
 46,677,981
 1,468,216
 3.15
Cash and due from banks 374,811
     325,415
     301,529
     592,196
     480,900
     374,811
    
Allowance for loan losses (247,004) 
   (236,936) 
   (188,904) 
   (306,800) 
   (282,489) 
   (247,004) 
  
Other assets (6) 1,574,484
     1,553,521
     1,437,541
     2,807,827
     1,792,189
     1,574,484
    
Total assets $48,380,272
     $43,987,451
     $40,846,377
     $63,211,630
     $55,229,060
     $48,380,272
    
Funding sources:
                                    
Interest-bearing liabilities:                                    
Interest bearing checking and savings accounts $433,966
 $334
 0.08% $318,381
 $246
 0.08% $259,462
 $285
 0.11%
Interest-bearing checking and savings accounts $498,606
 $424
 0.09% $583,295
 $463
 0.08% $433,966
 $334
 0.08%
Money market deposits 5,743,083
 7,771
 0.14
 5,746,892
 4,705
 0.08
 6,029,150
 4,191
 0.07
 13,721,076
 152,901
 1.11
 6,609,873
 27,713
 0.42
 5,743,083
 7,771
 0.14
Money market deposits in foreign offices 203,775
 84
 0.04
 152,388
 66
 0.04
 190,176
 75
 0.04
 164,693
 64
 0.04
 192,128
 76
 0.04
 203,775
 84
 0.04
Time deposits 48,818
 59
 0.12
 58,071
 70
 0.12
 86,115
 154
 0.18
 111,806
 1,271
 1.14
 62,570
 111
 0.18
 48,818
 59
 0.12
Sweep deposits in foreign offices 1,080,306
 428
 0.04
 1,294,109
 524
 0.04
 1,906,176
 742
 0.04
 1,777,299
 23,012
 1.29
 994,360
 943
 0.09
 1,080,306
 428
 0.04
Total interest-bearing deposits 7,509,948
 8,676
 0.12
 7,569,841
 5,611
 0.07
 8,471,079
 5,447
 0.06
 16,273,480
 177,672
 1.09
 8,442,226
 29,306
 0.35
 7,509,948
 8,676
 0.12
Short-term borrowings 48,505
 543
 1.12
 220,251
 1,087
 0.49
 23,226
 42
 0.18
 144,545
 3,592
 2.49
 643,886
 14,579
 2.26
 48,505
 543
 1.12
3.50% Senior Notes 347,128
 12,574
 3.62
 346,810
 12,562
 3.62
 319,944
 11,540
 3.61
 347,799
 12,598
 3.62
 347,458
 12,586
 3.62
 347,128
 12,574
 3.62
5.375% Senior Notes 347,862
 19,415
 5.58
 347,277
 19,383
 5.58
 346,724
 19,352
 5.58
 337,646
 18,945
 5.61
 348,480
 19,450
 5.58
 347,862
 19,415
 5.58
7.0% Junior Subordinated Debentures 52,775
 3,096
 5.87
 54,588
 3,324
 6.09
 54,764
 3,326
 6.07
 
 
 
 
 
 
 52,775
 3,096
 5.87
6.05% Subordinated Notes 19,178
 467
 2.44
 47,627
 906
 1.90
 49,416
 633
 1.28
 
 
 
 
 
 
 19,178
 467
 2.44
Total interest-bearing liabilities 8,325,396
 44,771
 0.54
 8,586,394
 42,873
 0.50
 9,265,153
 40,340
 0.44
 17,103,470
 212,807
 1.24
 9,782,050
 75,921
 0.78
 8,325,396
 44,771
 0.54
Portion of noninterest-bearing funding sources 38,352,585
     33,759,057
     30,031,058
     43,014,937
     43,456,410
     38,352,585
    
Total funding sources 46,677,981
 44,771
 0.10
 42,345,451
 42,873
 0.10
 39,296,211
 40,340
 0.10
 60,118,407
 212,807
 0.35
 53,238,460
 75,921
 0.14
 46,677,981
 44,771
 0.10
Noninterest-bearing funding sources:
                                    
Demand deposits 35,235,200
     31,189,218
     27,822,283
     38,783,470
     39,633,118
     35,235,200
    
Other liabilities 721,432
     571,205
     541,096
     1,483,737
     937,199
     721,432
    
SVBFG stockholders’ equity 3,961,405
     3,509,526
     3,075,371
    
Preferred stock 17,751
     
     
    
SVBFG common stockholders’ equity 5,674,531
     4,734,417
     3,961,405
    
Noncontrolling interests 136,839
     131,108
     142,474
     148,671
     142,276
     136,839
    
Portion used to fund interest-earning assets (38,352,585)     (33,759,057)     (30,031,058)     (43,014,937)     (43,456,410)     (38,352,585)    
Total liabilities and total equity $48,380,272
     $43,987,451
     $40,846,377
     $63,211,630
     $55,229,060
     $48,380,272
    
Net interest income and margin   $1,423,445
 3.05%   $1,151,726
 2.72%   $1,007,989
 2.57%   $2,108,550
 3.51%   $1,903,189
 3.57%   $1,423,445
 3.05%
Total deposits $42,745,148
     $38,759,059
     $36,293,362
     $55,056,950
     $48,075,344
     $42,745,148
    
Reconciliation to reported net interest income:
                                    
Adjustments for taxable equivalent basis   (3,076)     (1,203)     (1,564)     (11,949)     (9,201)     (3,076)  
Net interest income, as reported   $1,420,369
     $1,150,523
     $1,006,425
     $2,096,601
     $1,893,988
     $1,420,369
  
 

(1)
Includes average interest-earning deposits in other financial institutions of $0.9 billion, $0.8 billion and $1.1 billion in 2019, $671 million2018 and $480 million in 2017, 2016 and 2015, respectively. For 20172019, 20162018 and 20152017, balances also include $4.1 billion, $1.6 billion and $1.9 billion, $1.8 billion and $1.7 billion, respectively, deposited at the FRB, earning interest at the Federal Funds target rate.
(2)
Yields on interest-earning investment securities do not give effect to changes in fair value that are reflected in other comprehensive income.
(3)Interest income on non-taxable investment securities is presented on a fully taxable equivalent basis using the federal statutory income tax rate of 21.0 percent for 2019 and 2018 and 35.0 percent for all periods presented.2017.
(4)Nonaccrual loans are reflected in the average balances of loans.
(5)
Interest income includes loan fees of $167.6 million, $136.6 million and $128.1 million in 2019, $104.9 million2018 and $98.1 million in 2017, 2016 and 2015, respectively.
(6)
Average investment securities of $1.1 billion, $0.8 billion, and $0.7 billion in 20172019, 2018 and $0.8 billion in each of 2016and20152017, respectively, were classified as other assets as they were noninterest-earning assets. These investments primarily consisted of non-marketable and other equity securities.
Provision for Credit Losses
The following table summarizes our allowance for loan losses and the allowance for unfunded credit commitments for 20172019, 20162018 and 20152017, respectively:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Allowance for loan losses, beginning balance $225,366
 $217,613
 $165,359
 $280,903
 $255,024
 $225,366
Provision for loan losses (1) 85,939

95,697

97,629
 94,183

84,292

85,939
Gross loan charge-offs (66,682)
(96,857)
(50,968) (92,603)
(67,917)
(66,682)
Loan recoveries 8,538

12,212

6,209
 21,038

11,636

8,538
Foreign currency translation adjustments 1,863
 (3,299) (616) 1,403
 (2,132) 1,863
Allowance for loan losses, ending balance $255,024
 $225,366
 $217,613
 $304,924
 $280,903
 $255,024
Allowance for unfunded credit commitments, beginning balance 45,265
 34,415
 36,419
 55,183
 51,770
 45,265
Provision for (reduction of) unfunded credit commitments (1) 6,365
 10,982
 (1,946)
Provision for unfunded credit commitments 12,233
 3,578
 6,365
Foreign currency translation adjustments 140
 (132) (58) 240
 (165) 140
Allowance for unfunded credit commitments, ending balance (2)(1) $51,770
 $45,265
 $34,415
 $67,656
 $55,183
 $51,770
Ratios and other information:            
Provision for loan losses as a percentage of total gross loans 0.37% 0.48% 0.58%
Provision for loan losses as a percentage of period-end total gross loans 0.28% 0.30% 0.37%
Gross loan charge-offs as a percentage of average total gross loans 0.31
 0.53
 0.34
 0.31
 0.26
 0.31
Net loan charge-offs as a percentage of average total gross loans 0.27
 0.46
 0.30
 0.24
 0.22
 0.27
Allowance for loan losses as a percentage of period-end total gross loans 1.10
 1.13
 1.29
 0.91
 0.99
 1.10
Provision for credit losses (1) $92,304
 $106,679
 $95,683
 $106,416
 $87,870
 $92,304
Period-end total gross loans 23,254,153
 20,024,662
 16,857,131
 33,327,704
 28,511,312
 23,254,153
Average total gross loans 21,287,336
 18,396,256
 14,870,269
 30,077,343
 25,790,949
 21,287,336
 
(1)Our consolidated statements of income were modified from prior periods’ presentation to conform to the current period presentation, which reflect our provision for loan losses and provision for unfunded credit commitments together as our “provision for credit losses.”
(2)The “allowance for unfunded credit commitments” is included as a component of “other“Other liabilities.”

The provision for credit losses is the combination of both the provision for loan losses and the provision for unfunded credit commitments. Our provision for loan losses is a function of our reserve methodology, which is used to determine an appropriate allowance for loan losses for the period. Our reserve methodology is based on our evaluation of the existing allowance for loan losses in relation to total gross loans using historical and other objective information, and on our qualitative assessment of the inherent and identified credit risk of the loan portfolio. Our provision for unfunded credit commitments is determined using a methodology that is similar to the methodology used for calculating the allowance for loan losses, adjusted for factors specific to binding commitments, including the probability of funding and exposure at funding. Our provision for credit losses equals our best estimate of probable credit losses that are inherent in the portfolios at the balance sheet date. For a more detailed discussion of credit quality and the allowance for loan losses, see “Critical Accounting Policies and Estimates” above, “Consolidated Financial Condition-Credit Quality and the Allowance for Loan Losses” below and Note 9—10—“Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for further details on our allowance for loan losses.


Provision for Loan Losses
We had a provision for loan losses of $85.9$94.2 million in 2017,2019, compared to a provision of $95.7$84.3 million in 20162018 and a provision of $97.6$85.9 million in 2015. 2017. The provision for loan losses of $94.2 million in 2019 was reflective primarily of $38.7 million from period-end loan growth, $56.3 million in net new specific reserves for nonaccrual loans and $43.2 million from charge-offs not specifically reserved for, partially offset by a decrease of $23.0 million for our performing loans and $21.0 million of recoveries.
The provision for loan losses of $84.3 million in 2018 was reflective primarily of $46.6 million from period-end loan growth, $39.0 million in net new specific reserves for nonaccrual loans and $26.7 million from charge-offs not specifically reserved for, partially offset by a benefit of $20.7 million from overall improved credit quality of our loan portfolio reflective of the increase of our private equity/venture capital loans, which tend to be of higher credit quality.
The provision for loan losses of $85.9 million in 2017 was reflective primarily of $62.7 million in net new specific reserves for nonaccrual loans and $29.1 million from period-end loan growth, partially offset by a benefit from overall improved credit quality of our loan portfolio reflective of the increase of our private equity/venture capital loans, which tend to be of higher credit quality.
The provision of $95.7 million in 2016 was reflective primarily of $37.9 million for charge-offs that did not previously have a specific reserve, $30.9 million for specific reserves on new nonaccrual loans, $29.5 million for period-end loan growth of $3.2 billion, partially offset by a $7.9 million decrease due to enhancements to our loan loss reserve methodology during the fourth quarter of 2016.
The provision of $97.6 million in 2015 was driven primarily by net charge-offs of $43.9 million, a $36.8 million increase in the reserve for nonaccrual loans and an additional reserve of $21.6 million for period-end loan growth of $2.4 billion, offset by a reserve release of $4.6 million due to the improvement of the credit quality of our overall loan portfolio.loans.
Provision for (Reduction of) Unfunded Credit Commitments
We recorded a provision for unfunded credit commitments of $12.2 million in 2019, compared to a provision of $3.6 million in 2018 and $6.4 million in 2017, compared to2017. Our provision for unfunded credit commitments in 2019 was driven primarily by growth in unfunded credit commitments of $5.3 billion.
We recorded a provision for unfunded credit commitments of $11.0$3.6 million in 2016 and2018. Our provision for unfunded credit commitments in 2018 was driven primarily by increased reserves of $7.9 million from growth in unfunded credit commitments, partially offset by a reductionbenefit of the allowance$4.7 million from overall improved credit quality of our loan portfolio as mentioned above.
We recorded a provision for unfunded credit commitments of $1.9$6.4 million in 2015.2017. Our provision for unfunded credit commitments in 2017 was driven primarily by qualitative allocations based on our loan portfolio being comprised of larger loans and additional reserves as a result of the increase in unfunded credit commitments.
Our provision for unfunded credit commitments in 2016 reflected enhancements in factors used to estimate our allowance for unfunded credit commitments. These enhancements were applied during the fourth quarter of 2016 and increased our allowance for unfunded credit commitments by $8.1 million, net. The increase was primarily due to higher loss and conversion factors for our software and internet and hardware loan portfolios, partially offset by lower loss factors for our private equity/venture capital loan portfolio.
Our allowance for unfunded credit commitments decreased in 2015, due primarily to a change in the composition of our unfunded credit commitment portfolio, which resulted in a decrease in the reserve rate. The decrease was partially offset by growth in total loan commitments available for funding and commercial and standby letters of credit, which increased by $0.9 billion to $15.6 billion in 2015.
Noninterest Income
For the year ended December 31, 2017,2019, noninterest income was $557.2 million,$1.2 billion, compared to $456.6$745.0 million and $472.8$557.2 million for the comparable 20162018 and 20152017 periods, respectively. For the year ended December 31, 2017,2019, non-GAAP noninterest income, net of noncontrolling interests was $527.8 million,$1.2 billion, compared to $448.5$707.0 million and $441.1$527.8 million for the comparable 20162018 and 20152017 periods, respectively. For the year ended December 31, 2019, non-GAAP core fee income plus investment banking revenue and commissions was $893.4 million, compared to $515.9 million and $379.0 million for the comparable 2018 and 2017 periods, respectively. For the year ended December 31, 2019, non-GAAP core fee income was $379.0$641.8 million, compared to $316.2$515.9 million and $265.4$379.0 million for the comparable 20162018 and 20152017 periods, respectively. (See reconciliations of non-GAAP measures used below under "Use of Non-GAAP Financial Measures".)
Use of Non-GAAP Financial Measures
To supplement our audited consolidated financial statements presented in accordance with GAAP, we use certain non-GAAP measures of financial performance (including, but not limited to, non-GAAP core fee income, non-GAAP core fee income plus investment banking revenue and commissions, non-GAAP noninterest income and non-GAAP net gains on investment securities). These supplemental performance measures may vary from, and may not be comparable to, similarly titled measures by other companies in our industry. Non-GAAP financial measures are not in accordance with, or an alternative for, GAAP. Generally, a non-GAAP financial measure is a numerical measure of a company’s performance that either excludes or includes amounts that are not normally excluded or included in the most directly comparable measure calculated and presented in accordance with GAAP. A non-GAAP financial measure may also be a financial metric that is not required by GAAP or other applicable requirement.
We believe these non-GAAP financial measures, when taken together with the corresponding GAAP financial measures, provide meaningful supplemental information regarding our performance by excluding items that represent income attributable to investors other than us and our subsidiaries and certain other certain non-recurring items. Our management uses, and believes that investors benefit from referring to, these non-GAAP financial measures in assessing our operating results and when planning, forecasting and analyzing future periods. However, these non-GAAP financial measures should be considered in addition to, and not as a substitute for or preferable to, financial measures prepared in accordance with GAAP.

Included in noninterest income is income and expense attributable to noncontrolling interests. We recognize, as part of our investment funds management business through SVB Capital, the entire income or loss from funds consolidated in accordance with ASC Topic 810 as discussed in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report. We are required under GAAP to consolidate 100% of the results of these entities, even though we may own less than 100% of such entities. The relevant amounts attributable to investors other

than us are reflected under “Net Income Attributable to Noncontrolling Interests” on our statements of income. Where applicable, the tables below for noninterest income and net gains on investment securities exclude noncontrolling interests.
Core fee income is a non-GAAP financial measure, which represents GAAP noninterest income, but excludes (i) certain line items where performance is typically subject to market or other conditions beyond our control, primarily our net gains (losses) on investment securities and equity warrant assets.assets, (ii) our investment banking revenue and commissions and (iii) other noninterest income. Core fee income includes client investment fees, foreign exchange fees, credit card fees, deposit service charges, lending related fees client investment fees and letters of credit and standby letters of credit fees.
Core fee income plus investment banking revenue and commissions is a non-GAAP measure, which represents GAAP noninterest income, but excludes certain line items where performance is typically subject to market or other conditions beyond our control, primarily our net gains (losses) on investment securities and equity warrant assets, and other noninterest income. Core fee income plus investment banking revenue and commissions includes core fee income plus investment banking revenue and commissions.
The following table provides a reconciliation of GAAP noninterest income to non-GAAP noninterest income, net of noncontrolling interests for 2017, 20162019, 2018 and 2015,2017, respectively:
  Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
GAAP noninterest income $557,231
 $456,552
 22.1% $472,794
 (3.4)%
Less: income attributable to noncontrolling interests, including carried interest allocation 29,452
 8,039
 NM
 31,736
 (74.7)
Non-GAAP noninterest income, net of noncontrolling interests $527,779
 $448,513
 17.7
 $441,058
 1.7
NM—Not meaningful
  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
GAAP noninterest income $1,221,479
 $744,984
 64.0% $557,231
 33.7%
Less: income attributable to noncontrolling interests, including carried interest allocation 48,624
 38,000
 28.0
 29,452
 29.0
Non-GAAP noninterest income, net of noncontrolling interests $1,172,855
 $706,984
 65.9
 $527,779
 34.0
The following table provides a reconciliation of GAAP noninterest income to non-GAAP core fee income for 2017, 20162019, 2018 and 2015,2017, respectively:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
GAAP noninterest income $557,231
 $456,552
 22.1% $472,794
 (3.4)% $1,221,479
 $744,984
 64.0% $557,231
 33.7 %
Less: gains on investment securities, net 64,603
 51,740
 24.9
 89,445
 (42.2) 134,670
 88,094
 52.9
 64,603
 36.4
Less: gains on equity warrant assets, net 54,555
 37,892
 44.0
 70,963
 (46.6) 138,078
 89,142
 54.9
 54,555
 63.4
Less: other noninterest income 59,110
 50,750
 16.5
 47,004
 8.0
 55,370
 51,858
 6.8
 59,110
 (12.3)
Non-GAAP core fee income (1) $378,963
 $316,170
 19.9
 $265,382
 19.1
Non-GAAP core fee income plus investment banking revenue and commissions (1) $893,361
 $515,890
 73.2
 $378,963
 36.1
Less: investment banking revenue 195,177
 
 
 
 
Less: commissions 56,346
 
 
 
 
Non-GAAP core fee income (2) $641,838
 $515,890
 24.4
 $378,963
 36.1
 
(1)Non-GAAP core fee income plus investment banking revenue and commissions represents noninterest income, but excludes certain line items where performance is typically subject to market or other conditions beyond our control and other noninterest income. Core fee income plus investment banking revenue and commissions is Non-GAAP core fee income (as defined in the subsequent footnote) with the addition of investment banking revenue and commissions.
(2)Non-GAAP core fee income represents noninterest income, but excludes (i) certain line items where performance is typically subject to market or other conditions beyond our control, (ii) our investment banking revenue and commissions and (iii) other noninterest income. Non-GAAP core fee income includes client investment fees, foreign exchange fees, credit card fees, deposit service charges, lending related fees client investment fees and letters of credit and standby letters of credit fees.

Gains on Investment Securities, Net
Net gains on investment securities include both gains and losses from our non-marketable and other equity securities, which include public equity securities held as a result of exercised equity warrant assets, as well as gains and losses from sales of our AFS debt securities portfolio, when applicable.
Our AFS securities portfolio represents primarily interest-earning fixed income investment securities and is managed to earn an appropriate portfolio yield over the long-term while maintaining sufficient liquidity and addressing our asset/liability management objectives. Sales of equity securities held as a result of our exercised warrants, result in net gains or losses on investment securities. These sales are conducted pursuant to our investment policy related to the management of our liquidity position and interest rate risk. Though infrequent, sales of fixed income investment securities in our AFS securities portfolio may result in net gains or losses and are also conducted pursuant to our investment policy.
Our non-marketable and other equity securities portfolio primarily represents investments in venture capital and private equity funds, our joint venture bank in China,SPD-SVB, debt funds, private and public portfolio companies and investments in qualified affordable housing projects. We experience variability in the performance of our non-marketable and other equity securities from period to period, which results in net gains or losses on investment securities (both realized and unrealized). This variability is due to a number of

factors, including unrealized changes in the values of our investments, changes in the amount of realized gains and losses from distributions, changes in liquidity events and general economic and market conditions. Unrealized gains or losses from non-marketable and other equity securities for any single period are typically driven by valuation changes, and are therefore subject to potential increases or decreases in future periods. Such variability may lead to volatility in the gains or losses from investment securities. As such, our results for a particular period are not necessarily indicative of our expected performance in a future period.
The extent to which any unrealized gains or losses will become realized is subject to a variety of factors, including, among other things, the expiration of certain sales restrictions to which these equity securities may be subject to (i.e.(e.g. lock-up agreements), changes in prevailing market prices, market conditions, the actual sales or distributions of securities and the timing of such actual sales or distributions, which, to the extent such securities are managed by our managed funds, are subject to our funds' separate discretionary sales/distributions and governance processes.
Our AFS securities portfolio is a fixed income investment portfolio that is managed with the objective of earning an appropriate portfolio yield over the long-term while maintaining sufficient liquidity and credit diversification as well as addressing our asset/liability management objectives. Though infrequent, sales of debt securities in our AFS securities portfolio may result in net gains or losses and are conducted pursuant to the guidelines of our investment policy related to the management of our liquidity position and interest rate risk.
In 2017,2019, we had net gains on investment securities of $64.6$134.7 million, compared to $51.7$88.1 million and $89.4$64.6 million in 20162018 and 2015,2017, respectively. Non-GAAP net gains on investment securities, net of noncontrolling interests were $86.2 million in 2019, compared to $49.9 million and $35.4 million in 2018 and 2017, compared to $43.4 million and $57.3 million in 2016 and 2015, respectively.Net gains on investment securities, net of noncontrolling interests of $35.4$86.2 million in 20172019 were driven by the following:
Gains of $37.9 million from our managed funds of funds portfolio, related primarily to net unrealized valuation increases in both private and public company investments held by the funds in the portfolio,
Gains of $33.1 million from our strategic and other investments portfolio, primarily driven by net unrealized valuation increases in both private and public company investments held in our strategic venture capital funds, and
Gains of $7.9 million from our managed direct venture funds, related primarily to net unrealized valuation increases in investments held by the funds in the portfolio.
Net gains on investment securities, net of noncontrolling interests of $49.9 million in 2018 were driven by the following:
Gains of $17.9$39.9 million from our strategic and other investments portfolio, primarily driven by distribution gains fromnet unrealized valuation increases in both private and public company investments held in our strategic venture capital fund investments and $3.4 million related to the sale of certain shares relating to one of our direct equity investments,
funds,
Gains of $13.0$29.1 million from our managed funds of funds portfolio, related primarily to net unrealized valuation increases in theboth private and public company investments held by the funds driven by IPO, M&Ain the portfolio, and private equity-backed financing activity,
GainsLosses of $9.0$25.2 million from our debt funds portfolio, related to net unrealized valuation increases in the investments held by the funds primarily driven by gains of $9.5 million related to the fund's holdings of Roku, Inc. ("Roku"), which had an IPO during the third quarter of 2017, and
Losses of $5.2 million from our AFSpublic equity securities portfolio primarily reflective of $8.8 million of net losses on the sale of approximately $0.6 billion of mortgage-backed securities during the fourth quarter of 2017, partially offset by net gains on sales of shares from exercised warrants in public companies upon expiration of lock-up periods during the quarter.
In 2016, we had net gains on investment securities of $51.7 million, compared to $89.4 million in 2015. Non-GAAP net gains on investment securities, net of noncontrolling interests were $43.4 million in 2016, compared to $57.3 million in 2015. Net gains on investment securities, net of noncontrolling interests of $43.4 million in 2016 were driven by the following:
Gains of $28.6 million from our strategic and other investments, primarily driven by continued distributions from our strategic venture capital fund investments reflective of IPO and M&A activity as well as unrealized valuation increases from certain investments due to market activity,
Gains of $12.2 million from our AFS securities portfolio, primarily reflective of $13.8 million of net gains on the sale of approximately $2.9 billion in U.S. Treasury securities, partially offset by $1.6 million of net losses on sales of shares of Roku, Inc. ("Roku"), from exercised warrants in public companies upon expiration2017, which were sold in the first quarter of lock-up periods during 2016, and2018.
Gains of $1.9 million from our managed funds of funds portfolio, primarily related to unrealized valuation increases.



The following table provides a reconciliation of GAAP total gains (losses) on investment securities, net, to non-GAAP net gains (losses) on investment securities, net of noncontrolling interests, for 2017, 20162019, 2018 and 2015:2017:
(Dollars in thousands) 
Managed
Funds of
Funds
 
Managed
Direct
Venture
Funds
 Public Equity Securities (1) 
Sales of AFS Debt
Securities (1)
 
Debt
Funds
 
Strategic
and Other
Investments
 SVB Leerink Total
Year ended December 31, 2019                
GAAP gains (losses) on investment securities, net $74,939
 $17,982
 $5,421
 $(3,905) $1,647
 $33,101
 $5,485
 $134,670
Less: gains attributable to noncontrolling interests, including carried interest allocation 37,087
 10,089
 
 
 
 
 1,325
 48,501
Non-GAAP net gains (losses) on investment securities, net of noncontrolling interests $37,852
 $7,893
 $5,421
 $(3,905) $1,647
 $33,101
 $4,160
 $86,169
Year ended December 31, 2018                
GAAP gains (losses) on investment securities, net $62,019
 $11,502
 $(25,158) $(740) $541
 $39,930
 $
 $88,094
Less: gains attributable to noncontrolling interests, including carried interest allocation 32,938
 5,245
 
 
 
 
 
 38,183
Non-GAAP net gains (losses) on investment securities, net of noncontrolling interests $29,081
 $6,257
 $(25,158) $(740) $541
 $39,930
 $
 $49,911
Year ended December 31, 2017                
GAAP gains (losses) on investment securities, net $41,140
 $1,823
 $
 $(5,189) $8,950
 $17,879
 $
 $64,603
Less: gains attributable to noncontrolling interests, including carried interest allocation 28,108
 1,079
 
 
 
 
 
 29,187
Non-GAAP net gains (losses) on investment securities, net of noncontrolling interests $13,032
 $744
 $
 $(5,189) $8,950
 $17,879
 $
 $35,416
(Dollars in thousands) 
Managed
Funds of
Funds
 
Managed
Direct
Venture
Funds
 
Debt
Funds
 
Available-
For-Sale
Securities
 
Strategic
and Other
Investments
 Total
Year ended December 31, 2017            
GAAP gains (losses) on investment securities, net $41,140
 $1,823
 $8,950
 $(5,189) $17,879
 $64,603
Less: gains attributable to noncontrolling interests, including carried interest allocation 28,108
 1,079
 
 
 
 29,187
Non-GAAP net gains (losses) on investment securities, net of noncontrolling interests $13,032
 $744
 $8,950
 $(5,189) $17,879
 $35,416
Year ended December 31, 2016            
GAAP gains (losses) on investment securities, net $10,139
 $(171) $948
 $12,195
 $28,629
 $51,740
Less: gains attributable to noncontrolling interests, including carried interest allocation 8,220
 92
 
 
 
 8,312
Non-GAAP net gains (losses) on investment securities, net of noncontrolling interests $1,919
 $(263) $948
 $12,195
 $28,629
 $43,428
Year ended December 31, 2015            
GAAP gains on investment securities, net $40,827
 $13,873
 $3,337
 $1,201
 $30,207
 $89,445
Less: gains attributable to noncontrolling interests, including carried interest allocation 23,802
 8,313
 
 
 
 32,115
Non-GAAP net gains on investment securities, net of noncontrolling interests $17,025
 $5,560
 $3,337
 $1,201
 $30,207
 $57,330
(1)Presentation for year-ended December 31, 2017 amounts are not determined in a manner consistent with the December 31, 2019 and 2018 presentation due to the adoption of ASU 2016-01.
Gains on Equity Warrant Assets, Net
Gains on equity warrant assets, net, were $138.1 million in 2019, compared to $89.1 million in 2018 and $54.6 million in 2017, compared to $37.9 million in 2016 and $71.0 million in 2015.2017. Net gains on equity warrant assets of $54.6$138.1 million in 20172019 were primarily due to the following:
Net gains of $107.2 million from the exercises of equity warrant assets in 2019, compared to net gains of $58.2 million in 2018, driven by increased IPO activity during 2019, and
Net gains of $34.4 million from changes in warrant valuations in 2019, compared to net gains of $36.9 million in 2018, driven by valuation increases in our private company warrant portfolio.
Gains on equity warrant assets, net, of $89.1 million in 2018 were primarily due to the following:
Net gains on $48.3$58.2 million from the exercises of equity warrant assets in 2017,2018, compared to net gains of $31.2$48.3 million in 2016,2017, driven by net gains of $20.7 million from Roku warrants and from increased M&A and IPO activity during 2017,2018, and
Net gains of $10.7$36.9 million from changes in warrant valuations in 2017,2018, compared to net gains of $9.7$10.7 million in 2016,2017, driven by changesvaluation increases in valuations from our private company warrant portfolio during 2017.
Gains on equity warrant assets, net, of $37.9 million in 2016 were primarily due to the following:
Net gains of $31.2 million from the exercises of equity warrant assets in 2016, compared to net gains of $41.5 million in 2015,and reflective of IPO andincreased M&A activity and
during 2018.
Net gains of $9.7 million from changes in warrant valuations in 2016, compared to net gains of $30.5 million in 2015, driven primarily by changes in valuations from our private company warrant portfolio.

A summary of gains on equity warrant assets, net, for 2017, 20162019, 2018 and 20152017 is as follows:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Equity warrant assets (1):                    
Gains on exercises, net $48,275
 $31,197
 54.7% $41,455
 (24.7)% $107,168
 $58,186
 84.2 % $48,275
 20.5%
Cancellations and expirations (4,422) (3,015) 46.7
 (1,040) 189.9
Terminations (3,502) (5,964) (41.3) (4,422) 34.9
Changes in fair value, net 10,702
 9,710
 10.2
 30,548
 (68.2) 34,412
 36,920
 (6.8) 10,702
 NM
Gains on equity warrant assets, net $54,555
 $37,892
 44.0
 $70,963
 (46.6)
Total gains on equity warrant assets, net $138,078
 $89,142
 54.9
 $54,555
 63.4
 
NM—Not meaningful
(1)
At December 31, 20172019, we held warrants in 1,8682,268 companies, compared to 1,7392,095 companies at December 31, 20162018 and 1,6521,868 companies at December 31, 20152017. The total value of our warrant portfolio was $165.5 million at December 31, 2019, $149.2 million at December 31, 2018, and $123.8 million at December 31, 2017, $131.1 million at December 31, 2016, and $137.1 million at December 31, 2015.2017. Warrants in 1420 companies each had fair values greater than $1.0 million and collectively represented $29.1$57.6 million, or 2434.8 percent, of the fair value of the total warrant portfolio at December 31, 2017.

Investments in Roku, Inc.
We hold, directly (through the exercise of warrants previously held by us) and indirectly (through our interests in certain fund investments), approximately 1.7 million shares of the common stock of Roku. As mentioned above, for the full year ended December 31, 2017, we recognized total gains of $29.8 million from both equity warrant assets and investment securities in our consolidated statements of income. As of December 31, 2017, an additional $40.5 million of unrealized gains were also recorded in equity on our balance sheet as a result of the exercise of the Roku equity warrants in early October 2017 and is reflective of the increase in Roku’s common stock from the date of exercise through its closing stock price of $51.78 on December 31, 2017.
Any gains (or losses), realized or unrealized, to be recorded for the first quarter of 2018 will be subject to changes in Roku’s stock price and recorded in our consolidated statements of income under new accounting standards for financial instruments (see “Recent Accounting Pronouncements” in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details.) Additionally, the extent to which our current unrealized gains will become realized is subject to a variety of factors, including among other things, the expiration of applicable lock-up agreements, the timing of any actual sales of the securities by us, changes in the market price of the securities, and other market conditions.
Non-GAAP Core Fee Income
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Non-GAAP core fee income (1):                    
Client investment fees $182,068
 $130,360
 39.7% $56,136
 132.2 %
Foreign exchange fees $115,760
 $104,183
 11.1% $87,007
 19.7% 159,262
 138,812
 14.7
 115,760
 19.9
Credit card fees 76,543
 68,205
 12.2
 56,657
 20.4
 118,719
 94,072
 26.2
 76,543
 22.9
Deposit service charges 58,715
 52,524
 11.8
 46,683
 12.5
 89,200
 76,097
 17.2
 58,715
 29.6
Client investment fees 56,136
 32,219
 74.2
 21,610
 49.1
Lending related fees 43,265
 33,395
 29.6
 32,536
 2.6
 49,920
 41,949
 19.0
 43,265
 (3.0)
Letters of credit and standby letters of credit fees 28,544
 25,644
 11.3
 20,889
 22.8
 42,669
 34,600
 23.3
 28,544
 21.2
Total non-GAAP core fee income (1) $378,963
 $316,170
 19.9
 $265,382
 19.1
 $641,838
 $515,890
 24.4
 $378,963
 36.1
Investment banking revenue 195,177
 
 
 
 
Commissions 56,346
 
 
 
 
Total non-GAAP core fee income plus investment banking revenue and commissions (2) $893,361
 $515,890
 73.2
 $378,963
 36.1
 
(1)This non-GAAP measurecore fee income represents noninterest income, but excludes (i) certain line items where performance is typically subject to market or other conditions beyond our control, (ii) our investment banking revenue and commissions and (iii) other noninterest income. See “Use of Non-GAAP Measures” above.
(2)Non-GAAP core fee income plus investment banking revenue and commissions represents noninterest income, but excludes certain line items where performance is typically subject to market or other conditions beyond our control.control and other noninterest income. See "Use“Use of Non-GAAP Measures"Measures” above.
Foreign Exchange Fees
Foreign exchange fees were $115.8 million in 2017, compared to $104.2 million and $87.0 million in 2016 and 2015, respectively. The increases in foreign exchange fees were due primarily to increased trade volumes driven by the continuing increase in the number of clients actively managing currency exposure.
  Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
Foreign exchange fees by instrument type:          
Spot contract commissions $104,344
 $89,354
 16.8 % $80,564
 10.9%
Forward contract commissions 10,934
 14,004
 (21.9) 6,414
 118.3
Option premium fees 482
 825
 (41.6) 29
 NM
Total foreign exchange fees $115,760
 $104,183
 11.1
 $87,007
 19.7
NM—Not meaningful

Credit Card Fees
Credit card fees were $76.5 million in 2017, compared to $68.2 million and $56.7 million in 2016 and 2015, respectively. The increases reflect increased client utilization of our credit card products and custom payment solutions provided to new and existing clients. The increases were partially offset by higher rebate/rewards expense.
  Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
Credit card fees by instrument type:          
Card interchange fees, net $60,224
 $51,513
 16.9 % $46,185
 11.5%
Merchant service fees 11,584
 12,783
 (9.4) 7,346
 74.0
Card service fees 4,735
 3,909
 21.1
 3,126
 25.0
Total credit card fees $76,543
 $68,205
 12.2
 $56,657
 20.4
Deposit Service Charges
Deposit service charges were $58.7 million in 2017, compared to $52.5 million and $46.7 million in 2016 and 2015, respectively. The increases were reflective of the increase in the number of deposit clients as well as increases in transaction volumes from existing clients.
Client Investment Fees
We offer a variety of investment products on which we earn fees. These products include money market mutual funds, overnight repurchase agreements and sweep money market funds available through the Bank;Bank, client-directed accounts offered through SVB Securities, our former broker dealer subsidiary orthat was deregistered as a broker dealer in the third quarter of 2019, and fixed income management services offered through SVB Asset Management and SVB Wealth Advisory, our investment advisory subsidiaries.

Client investment fees were $56.1$182.1 million in 2017,2019, compared to $32.2$130.4 million and $21.6$56.1 million in 20162018 and 2015,2017, respectively. The increases were reflective primarily of the large increase in average client investment funds of $16.6 billion and $23.5 billion in 2019 and 2018, respectively, driven by our clients’ increased utilization of our off-balance sheet sweep money market funds and products managed by SVB Asset Management and sweep money market funds. ClientManagement. In addition, client investment fees in 2017 also benefited from improved spreads on our client investment funds due to increases in general market rates andin both years. The increase in 2018 was primarily due to the reintroduction of fees, thatassociated with our repurchase agreement program, which had been previously waived due to the low rate environment.
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Client investment fees by type:                    
Sweep money market fees $28,485
 $15,147
 88.1% $9,347
 62.1% $104,236
 $75,654
 37.8% $28,485
 165.6%
Asset management fees (1) 16,831
 15,389
 9.4
 12,263
 25.5
 28,665
 23,882
 20.0
 16,831
 41.9
Client directed investment fees (2) 10,820
 1,683
 NM
 
 NM
Repurchase agreement fees 49,167
 30,824
 59.5
 10,820
 184.9
Total client investment fees $56,136
 $32,219
 74.2
 $21,610
 49.1
 $182,068
 $130,360
 39.7
 $56,136
 132.2
NM—Not meaningful
(1)These funds represent investments in third party money market mutual funds and fixed income securities managed by SVB Asset Management.
(2)Comprised of mutual funds and Repurchase Agreement Program assets.

The following table summarizes average client investment funds for 2017, 20162019, 2018 and 2015:

2017:
 Year ended December 31, Year ended December 31,
(Dollars in millions) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Sweep money market funds $19,718
 $15,122
 30.4 % $11,411
 32.5 % $40,667
 $32,232
 26.2% $19,718
 63.5%
Client investment assets under management (1) 25,417
 21,287
 19.4
 19,934
 6.8
 41,887
 34,754
 20.5
 25,417
 36.7
Client directed investment assets (2) 6,390
 6,948
 (8.0) 7,881
 (11.8)
Repurchase agreements 9,079
 8,086
 12.3
 6,390
 26.5
Total average client investment funds (3)(2) $51,525
 $43,357
 18.8
 $39,226
 10.5
 $91,633
 $75,072
 22.1
 $51,525
 45.7
 
(1)These funds represent investments in third partythird-party money market mutual funds and fixed-income securities managed by SVB Asset Management.
(2)Comprised of mutual funds and Repurchase Agreement Program assets.
(3)Client investment funds are maintained at third partythird-party financial institutions and are not recorded on our balance sheet.
The following table summarizes period-end client investment funds at December 31, 2017, 20162019, 2018 and 2015:2017:
 December 31, December 31,
(Dollars in millions) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Sweep money market funds $23,911
 $17,173
 39.2% $14,011
 22.6 % $43,226
 $38,348
 12.7% $23,911
 60.4%
Client investment assets under management (1) 29,344
 23,115
 26.9
 22,454
 2.9
 46,904
 39,214
 19.6
 29,344
 33.6
Client directed investment assets (2) 7,074
 5,510
 28.4
 7,527
 (26.8)
Repurchase agreements 9,062
 8,422
 7.6
 7,074
 19.1
Total period-end client investment funds (3)(2) $60,329
 $45,798
 31.7
 $43,992
 4.1
 $99,192
 $85,984
 15.4
 $60,329
 42.5
 
(1)These funds represent investments in third partythird-party money market mutual funds and fixed-income securities managed by SVB Asset Management.
(2)Comprised of mutual funds and Repurchase Agreement Program assets.
(3)Client investment funds are maintained at third partythird-party financial institutions and are not recorded on our balance sheet.
Foreign Exchange Fees
Foreign exchange fees were $159.3 million in 2019, compared to $138.8 million and $115.8 million in 2018 and 2017, respectively. The increases in foreign exchange fees were due primarily to increased trade volumes driven by the continuing increase in the number of clients actively managing currency exposures.

  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Foreign exchange fees by instrument type:          
Spot contract commissions $145,915
 $127,459
 14.5 % $104,344
 22.2 %
Forward contract commissions 13,068
 10,940
 19.5
 10,934
 0.1
Option premium fees 279
 413
 (32.4) 482
 (14.3)
Total foreign exchange fees $159,262
 $138,812
 14.7
 $115,760
 19.9
Credit Card Fees
Credit card fees were $118.7 million in 2019, compared to $94.1 million and $76.5 million in 2018 and 2017, respectively. The increases were primarily due to an increase in net interchange fees reflective of increased client utilization of our credit card products and enhanced payment solutions provided to new and existing clients. A summary of credit card fees by instrument type for 2019, 2018 and 2017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Credit card fees by instrument type:          
Card interchange fees, net $93,553
 $74,381
 25.8% $60,224
 23.5%
Merchant service fees 18,355
 14,420
 27.3
 11,584
 24.5
Card service fees 6,811
 5,271
 29.2
 4,735
 11.3
Total credit card fees $118,719
 $94,072
 26.2
 $76,543
 22.9
Deposit Service Charges
Deposit service charges were $89.2 million in 2019, compared to $76.1 million and $58.7 million in 2018 and 2017, respectively. The increases were attributable to higher deposit client counts as well as higher volumes of our transaction-based fee products. The increase in 2018 was also driven by the introduction of new product solutions and enhanced product pricing.
Lending Related Fees
Lending related fees were $49.9 million in 2019, compared to $41.9 million and $43.3 million in 2017, compared to $33.4 million2018 and $32.5 million in 2016 and 2015,2017, respectively. The increases wereincrease in 2019 was due to an increase in loan servicing fees and syndication fee income. The decrease in 2018 was due primarily to an adjustment of $4.5 million, to increase unused commitment fees during 2017, related to fees earned in prior periods from unused lines of credit with the remaining increase attributable primarily to higher loan syndication fee incomecredit. A summary of lending related fees by type for 2019, 2018 and unfunded commitments. Unused loan commitments were $15.5 billion at December 31, 2017 $15.0 billion at December 31, 2016 and $14.1 billion at December 31, 2015.is as follows:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Lending related fees by instrument type:                    
Unused commitment fees $34,110
 $25,654
 33.0% $24,025
 6.8 % $34,829
 $32,452
 7.3% $34,110
 (4.9)%
Other 9,155
 7,741
 18.3
 8,511
 (9.0) 15,091
 9,497
 58.9
 9,155
 3.7
Total lending related fees $43,265
 $33,395
 29.6
 $32,536
 2.6
 $49,920
 $41,949
 19.0
 $43,265
 (3.0)
Letters of Credit and Standby Letters of Credit Fees
Letters of credit and standby letters of credit fees were $42.7 million in 2019, compared to $34.6 million and $28.5 million in 2017, compared to $25.6 million2018 and $20.9 million in 2016 and 2015,2017, respectively. The increases were primarily driven by increases in deferred fee income reflective of larger letter of credit issuances.
Investment Banking Revenue
Investment banking revenue, attributable to the acquisition of SVB Leerink, was $195.2 million in 2019 consisting primarily of underwriting fees. A summary of investment banking revenue by type for 2019, 2018 and 2017 is as follows:

  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Investment banking revenue:     
   
Underwriting fees $153,306
 $
 % $
 %
Advisory fees 37,846
 
 
 
 
Private placements and other 4,025
 
 
 
 
Total investment banking revenue $195,177
 $
 
 $
 
Commissions
Commissions, attributable to the acquisition of SVB Leerink, for the year ended December 31, 2019 were $56.3 million and consisted of client trading activity. Commissions include commissions received from clients for the execution of agency-based brokerage transactions in listed and over-the-counter equities.
Other Noninterest Income
Total other noninterest income was $59.1$55.4 million in 2017,2019, compared to income of $50.8$51.9 million in 20162018 and $47.0$59.1 million in 2015.2017. The increase was due primarily to increases in fund management fees resulting from our acquisition of $8.3SVB Leerink on January 4, 2019 and in other service revenue, partially offset by a loss on the early redemption of our $350.0 million 5.375% Senior Notes due 2020. The loss consisted of the amount paid in excess of the principal amount represented a $9.0 million premium due to holders upon early redemption. The decrease of $7.2 million in other noninterest income in 20172018 was primarily due to the following:

Higher fund managementa decrease of $5.2 million in service-based fees of $21.2 million, as compared to fees of $19.2 million for the comparable 2016 period, attributable primarily to the addition of new managed funds at SVB Capital,
An increase of $6.7 million from correspondent bank rebateand other noninterest income and FHLB/FRB stock dividend income, and
Service-based fee income decreased $4.1 million during 2017 as compared to 2016 primarily due toreflective of the sale of our equity valuation services business during the third quarter of 2017.
The increase of $3.8 million in 2016 was due to the following:
Higher fund management fees of $19.2 million, as compared to fees of $15.9 million for the comparable 2015 period, attributable primarily to the addition of new managed funds at SVB Capital, and
An increase of $3.3 million from carried interest income and other fee income partially offset by decreases in correspondent bank rebate income and FHLB/FRB stock dividend income.
A summary of other noninterest income for 2017, 20162019, 2018 and 20152017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
Fund management fees $21,214
 $19,195
 10.5 % $15,941
 20.4 %
Valuation fee income 3,860
 7,962
 (51.5) 8,767
 (9.2)
Gains on revaluation of client foreign currency instruments, net (1) 10,882
 4,215
 158.2
 115
 NM
(Losses) gains on client foreign exchange forward contracts, net (1) (9,969) (5,674) 75.7
 694
 NM
Gains (losses) on revaluation of internal foreign currency instruments, net (2) 33,161
 (16,676) NM
 (12,735) 30.9
(Losses) gains on internal foreign exchange contracts, net (2) (32,286) 16,136
 NM
 12,377
 30.4
Other service revenue (3) 32,248
 25,592
 26.0
 21,845
 17.2
Total other noninterest income $59,110
 $50,750
 16.5
 $47,004
 8.0
NM—Not meaningful
(1)Represents the net revaluation of client foreign currency denominated financial instruments. We enter into client foreign exchange forward contracts to economically reduce our foreign exchange exposure related to client foreign currency denominated financial instruments.
(2)Represents the net revaluation of foreign currency denominated financial instruments issued and held by us, primarily loans, deposits and cash. We enter into internal foreign exchange forward contracts to economically reduce our foreign exchange exposure related to these foreign currency denominated financial instruments issued and held by us.
(3)Includes dividends on FHLB/FRB stock, correspondent bank rebate income, incentive fees related to carried interest and other fee income.

Noninterest Expense
A summary of noninterest expense for 2017, 2016 and 2015 is as follows:
  Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
Compensation and benefits $606,402
 $514,270
 17.9% $473,841
 8.5 %
Professional services 121,935
 94,982
 28.4
 82,839
 14.7
Premises and equipment 71,753
 65,502
 9.5
 51,927
 26.1
Net occupancy 48,397
 39,928
 21.2
 34,674
 15.2
Business development and travel 41,978
 40,130
 4.6
 39,524
 1.5
FDIC and state assessments 35,069
 30,285
 15.8
 25,455
 19.0
Correspondent bank fees 12,976
 12,457
 4.2
 13,415
 (7.1)
Other 72,145
 62,243
 15.9
 58,287
 6.8
Total noninterest expense (1) $1,010,655
 $859,797
 17.5
 $779,962
 10.2
  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Other noninterest income by instrument type:          
Fund management fees $32,522
 $23,016
 41.3 % $21,214
 8.5 %
Net gains on revaluation of foreign currency instruments, net of foreign exchange forward contracts (1) 345
 666
 (48.2) 1,788
 (62.8)
(Losses) gains on extinguishment of debt

 (8,960) 
 
 2,731
 (100.0)
Other service revenue (2) 31,463
 28,176
 11.7
 33,377
 (15.6)
Total other noninterest income $55,370
 $51,858
 6.8
 $59,110
 (12.3)
 
(1)Our consolidated statementsRepresents the net revaluation of income were modified from prior periods’ presentationclient and internal foreign currency denominated financial instruments. We enter into foreign exchange forward contracts to conformeconomically reduce our foreign exchange exposure related to the current period presentation, which reflect our provision for loan lossesclient and provision for unfunded credit commitments together as our “provision for credit losses.” In prior periods, our provision for unfunded credit commitments were reported separately as a component of noninterest expense.internal foreign currency denominated financial instruments.
(2)Includes dividends on FHLB/FRB stock, correspondent bank rebate income, incentive fees related to carried interest, valuation fee income and other fee income.

Noninterest Expense
A summary of noninterest expense for 2019, 2018 and 2017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Compensation and benefits $989,734
 $726,980
 36.1 % $606,402
 19.9 %
Professional services 205,479
 158,835
 29.4
 121,935
 30.3
Premises and equipment 96,770
 77,918
 24.2
 71,753
 8.6
Net occupancy 69,279
 54,753
 26.5
 48,397
 13.1
Business development and travel 68,912
 48,180
 43.0
 41,978
 14.8
FDIC and state assessments 18,509
 34,276
 (46.0) 35,069
 (2.3)
Other 152,579
 87,251
 74.9
 85,121
 2.5
Total noninterest expense $1,601,262
 $1,188,193
 34.8
 $1,010,655
 17.6

Included in noninterest expense is expense attributable to noncontrolling interests. See below for a description and reconciliation of non-GAAP noninterest expense and non-GAAP core operating efficiency ratio, both of which exclude noncontrolling interests.
Non-GAAP Noninterest Expense
We use and report non-GAAP noninterest expense, non-GAAP taxable equivalent revenue and non-GAAP core operating efficiency ratio, which excludes noncontrolling interests.interests and SVB Leerink. We believe these non-GAAP financial measures, when taken together with the corresponding GAAP financial measures, provide meaningful supplemental information regarding our performance by: (i) excluding certain items that represent expenses attributable to investors other than us and our subsidiaries, or certain items that do not occur every reporting period; or (ii) providing additional information used by management that is not otherwise required by GAAP or other applicable requirements. Our management uses, and believes that investors benefit from referring to, these non-GAAP financial measures in assessing our operating results and when planning, forecasting and analyzing future periods. However, these non-GAAP financial measures should be considered in addition to, not as a substitute for or preferable to, financial measures prepared in accordance with GAAP.
The table below provides a summary of non-GAAP noninterest expense and non-GAAP core operating efficiency ratio, both net of noncontrolling interests:

 Year ended December 31, Year ended December 31,
Non-GAAP operating efficiency ratio, net of noncontrolling interests (Dollars in thousands, except ratios) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
Non-GAAP core operating efficiency ratio (Dollars in thousands, except ratios) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
GAAP noninterest expense $1,010,655
 $859,797
 17.5 % $779,962
 10.2 % $1,601,262
 $1,188,193
 34.8 % $1,010,655
 17.6 %
Less: expense attributable to noncontrolling interests 813
 524
 55.2
 828
 (36.7) 835
 522
 60.0
 813
 (35.8)
Non-GAAP noninterest expense, net of noncontrolling interests $1,009,842
 $859,273
 17.5
 $779,134
 10.3
 1,600,427
 1,187,671
 34.8
 1,009,842
 17.6
Less: expense attributable to SVB Leerink 252,677
 
 
 
 
Non-GAAP noninterest expense, net of noncontrolling interests and SVB Leerink $1,347,750
 $1,187,671
 13.5
 $1,009,842
 17.6
                    
GAAP net interest income $1,420,369
 $1,150,523
 23.5
 $1,006,425
 14.3
 $2,096,601
 $1,893,988
 10.7
 $1,420,369
 33.3
Adjustments for taxable equivalent basis 3,076
 1,203
 155.7
 1,564
 (23.1) 11,949
 9,201
 29.9
 3,076
 199.1
Non-GAAP taxable equivalent net interest income $1,423,445
 $1,151,726
 23.6
 $1,007,989
 14.3
 2,108,550
 1,903,189
 10.8
 1,423,445
 33.7
Less: income attributable to noncontrolling interests 33
 66
 (50.0) 8
 NM
 72
 30
 140.0
 33
 (9.1)
Non-GAAP taxable equivalent net interest income, net of noncontrolling interests $1,423,412
 $1,151,660
 23.6
 $1,007,981
 14.3
 2,108,478
 1,903,159
 10.8
 1,423,412
 33.7
Less: net interest income attributable to SVB Leerink 1,252
 
 
 
 
Non-GAAP taxable equivalent net interest income, net of noncontrolling interests and SVB Leerink $2,107,226
 $1,903,159
 10.7
 $1,423,412
 33.7
                    
GAAP noninterest income $557,231
 $456,552
 22.1
 $472,794
 (3.4) $1,221,479
 $744,984
 64.0
 $557,231
 33.7
Less: income attributable to noncontrolling interests 29,452
 8,039
 NM
 31,736
 (74.7)
Less: income attributable to noncontrolling interests, including carried interest allocation 48,624
 38,000
 28.0
 29,452
 29.0
Non-GAAP noninterest income, net of noncontrolling interests $527,779
 $448,513
 17.7
 $441,058
 1.7
 1,172,855
 706,984
 65.9
 527,779
 34.0
Less: non-GAAP net gains on investment securities, net of noncontrolling interests 86,169
 49,911
 72.6
 35,416
 40.9
Less: net gains on equity warrant assets 138,078
 89,142
 54.9
 54,555
 63.4
Less: investment banking revenue 195,177
 
 
 
 
Less: commissions 56,346
 
 
 
 
Non-GAAP noninterest income, net of noncontrolling interests and net of net gains on investment securities, net gains on equity warrant assets, investment banking revenue and commissions $697,085
 $567,931
 22.7
 $437,808
 29.7
                    
GAAP total revenue $1,977,600
 $1,607,075
 23.1
 $1,479,219
 8.6
 $3,318,080
 $2,638,972
 25.7
 $1,977,600
 33.4
Non-GAAP taxable equivalent revenue, net of noncontrolling interests $1,951,191
 $1,600,173
 21.9
 $1,449,039
 10.4
Non-GAAP taxable equivalent revenue, net of noncontrolling interests and SVB Leerink, net gains on investment securities, net gains on equity warrant assets, investment banking revenue and commissions $2,804,311
 $2,471,090
 13.5
 $1,861,220
 32.8
          
GAAP operating efficiency ratio 51.11% 53.50% (4.5) 52.73% 1.5
 48.26% 45.02% 7.2
 51.11% (11.9)
Non-GAAP operating efficiency ratio (1) 51.76
 53.70
 (3.6) 53.77
 (0.1)
Non-GAAP core operating efficiency ratio (1) 48.06
 48.06
 
 54.26
 (11.4)
 
NM—Not meaningful
(1)The non-GAAP core operating efficiency ratio is calculated by dividing non-GAAP noninterest expense after adjusting for noninterest expense attributable to SVB Leerink by total revenue after adjusting for net ofinterest income attributable to SVB Leerink, net gains or losses on investment securities and equity warrant assets, investment banking revenue and commissions. Additionally, noninterest expense and total revenue are adjusted for income or losses and expenses attributable to noncontrolling interests by non-GAAP totaland adjustments to net interest income for a taxable equivalent revenue, net of noncontrolling interests.basis.

Compensation and Benefits Expense
The following table provides a summary of our compensation and benefits expense:
 Year ended December 31, Year ended December 31,
(Dollars in thousands, except employees) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Compensation and benefits:                    
Salaries and wages $277,148
 $244,470
 13.4% $214,310
 14.1 % $436,500
 $324,971
 34.3% $277,148
 17.3%
Incentive compensation 144,626
 119,589
 20.9
 121,948
 (1.9)
ESOP 4,720
 3,159
 49.4
 8,585
 (63.2)
Other employee compensation and benefits (1) 179,908
 147,052
 22.3
 128,998
 14.0
Incentive compensation & ESOP 292,270
 207,306
 41.0
 149,346
 38.8
Other employee incentives and benefits (1) 260,964
 194,703
 34.0
 179,908
 8.2
Total compensation and benefits $606,402
 $514,270
 17.9
 $473,841
 8.5
 $989,734
 $726,980
 36.1
 $606,402
 19.9
Period-end full-time equivalent employees 2,438
 2,311
 5.5
 2,089
 10.6
 3,564
 2,900
 22.9
 2,438
 18.9
Average full-time equivalent employees 2,396
 2,225
 7.7
 2,004
 11.0
 3,362
 2,685
 25.2
 2,396
 12.1
 
(1)
Other employee compensationincentives and benefits includes employer payroll taxes, group health and life insurance, share-based compensation, 401(k), warrant incentive and retention program plans, agency fees and other employee relatedemployee-related expenses.
Compensation and benefits expense was $989.7 million in 2019, compared to $727.0 million in 2018 and $606.4 million in 2017, compared to $514.3 million in 2016 and $473.8 million in 2015.2017. The key factors driving the increase in compensation and benefits expense in 20172019 were as follows:
An increase of $111.5 million in salaries and wages expense, reflective primarily of an increase in the number of average FTEs by 677 to 3,362 in 2019, compared to 2,685 in 2018, and annual pay raises. The increase in FTEs was primarily to support our overall growth as well as the acquisition of SVB Leerink which added 230 average FTEs in 2019,
An increase of $32.9$85.0 million in incentive compensation expense due primarily to the inclusion of SVB Leerink in our financial results for 2019, partially offset by lower incentive accruals compared to strong 2018 performance levels, and
An increase of $66.3 million in other employee compensation and benefits, related to various expenses, particularly personnel contracting expenses,the inclusion of SVB Leerink in our financial results for 2019, share-based compensation reflective of an increase in restricted stock compensation due to support our growth both domestically and globally,increased headcount in 2019, an increase in warrant incentive plan expense due to the increased cash liquidations on equity warrant assets in 2019 as compared to 2018 as well as an increase in employer payroll taxes and group health and life insurance and employer payroll taxes reflective of our increased headcount since 2016. in 2019.
The increase in other

employee incentivescompensation and benefits also includes an increaseexpense of $10.4$120.6 million in warrant incentive plan expenses reflective of our2018, as compared to 2017, equity warrant portfolio performance.was due primarily to the following:
An increase of $32.7$56.3 million in salaries and wages expense, reflective primarily of an increase in the number of average FTEs by 171 to 2,396 in 2017, compared to 2,225 in 2016, and annual pay raises. The increase in headcount was primarily to support our overall growth.
An increase of $26.6 million in expenses related to incentive compensation plans and ESOP expense due primarily to our strong 2017 full year2018 full-year performance and reflective of our improved ROE relative to our peers, which is one of our key plan performance metrics.
The increase in compensation and benefits expense of $40.5 million in 2016, as compared to 2015, was due primarily to the following:metrics,
An increase of $30.2$47.8 million in salaries and wages expense, reflective primarily due toof an increase in the number of average FTEs. Average FTEs increased by 221289 to 2,2252,685 in 2016,2018, compared to 2,0042,396 in 2015,2017, and annual pay raises. The increase in FTE was primarily to support our product development, operations, salesoverall growth, and advisory functions, as well as to support our commercial banking initiatives.
An increase of $18.1$14.8 million in other employee compensation and benefits, primarily duerelated to higher agency fees,various expenses, particularly share-based compensation reflective of the increase in our stock price as well as employer payroll taxes and group health and life insurance expenses and share-based plan expenses.
A decrease of $5.4 million in ESOP expense, based on higher expenses in 2015 reflective of our strong 2015 performance.increased headcount in 2018. These increases were partially offset by a decrease in our warrant incentive plan expense in 2018 compared to 2017 primarily reflective of our exercise of Roku equity warrants in the fourth quarter of 2017 which resulted in a large accrual of warrant incentive compensation expense in 2017 and subsequent decline of Roku's common stock price, which was sold in 2018, resulting in a lower warrant incentive payout than previously accrued for.
Our variable compensation plans primarily consist of our Incentive Compensation Plan, Direct Drive Incentive Compensation Plan, Retention Program, Warrant Incentive Plan, Deferred Compensation Plan, 401(k) and ESOP Plan, SVB Leerink Incentive Compensation Plan and SVB Leerink Retention Program and Warrant Incentive Plan.Award. Total costs incurred under these plans were $347.3 million in 2019, compared to $239.2 million in 2018 and $183.9 million in 2017, compared to $145.3 million in 2016 and $155.5 million in 2015.2017. These amounts are included in total compensation and benefits expense discussed above.

Professional Services
Professional services expense was $205.5 million in 2019, compared to $158.8 million in 2018 and $121.9 million in 2017, compared to $95.0 million in 2016 and $82.8 million in 2015.2017. The increase in 20172019 was primarily related to investments in our regulatory, risk management and compliance infrastructure to support our growth both domestically and globally, as well as in projects, systems and technology to support our revenue growth and our global digital banking, and continued global infrastructure, initiatives and other operating costs. Additionally, legal and consulting costs increased in 2019 due to the acquisition of SVB Leerink.
The increase in 2018 was primarily related to enhancements in our regulatory, risk management and compliance infrastructure to support our growth both domestically and globally, as well as investments made in projects, systems and technology to support our revenue growth and related initiatives and other operating costs. Additionally, we incurred $8.8 million of legal and consulting fees in 2018 associated with the acquisition of SVB Leerink.
Premises and Equipment
Premises and equipment expense was $96.8 million in 2019, compared to $77.9 million in 2018 and $71.8 million in 2017, compared to $65.5 million in 2016 and $51.9 million in 2015.2017. The increase related to investments toin projects, systems and technology to support our revenue growth and related initiatives as well as other operating costs.
Net Occupancy
Net occupancy expense was $69.3 million in 2019, compared to $54.8 million in 2018 and $48.4 million in 2017, compared to $39.9 million in 2016 and $34.7 million in 2015.2017. The increase was primarily due to lease renewals at higher costs, reflective of market conditions, and the expansion of certain offices to support our growth. Additionally, for 2019, $7.4 million was attributable to the inclusion of SVB Leerink in our financial results effective January 4, 2019.
FDIC and State Assessments
FDIC and state assessments expense was $18.5 million in 2019, compared to $34.3 million in 2018 and $35.1 million in 2017, compared to $30.3 million2017. The decrease in 2016FDIC and $25.5 millionstate assessments expense in 2015. The increase2019 was due primarily to the increase in our average assets.

elimination of the FDIC surcharge for banks effective October 1, 2018, reflective of the deposit insurance fund reserve ratio reaching its minimum funding requirements.
Other Noninterest Expense
A summary of other noninterest expense for 2017, 20162019, 2018 and 20152017 is as follows:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Lending and other client related processing costs $23,768
 $19,867
 19.6 % $15,944
 24.6 % $28,491
 $24,237
 17.6 % $23,768
 2.0 %
Correspondent bank fees 14,503
 13,713
 5.8
 12,976
 5.7
Investment banking activities 13,733
 
 
 
 
Trade order execution costs 10,813
 
 
 
 
Data processing services 12,536
 10,811
 16.0
 10,251
 5.5
Telephone 10,647
 9,793
 8.7
 9,398
 4.2
 9,861
 9,404
 4.9
 10,647
 (11.7)
Data processing services 10,251
 9,014
 13.7
 7,316
 23.2
Dues and publications 3,263
 2,828
 15.4
 2,476
 14.2
 4,603
 4,605
 
 3,263
 41.1
Postage and supplies 2,797
 2,851
 (1.9) 3,154
 (9.6) 3,198
 2,799
 14.3
 2,797
 0.1
Other 21,419
 17,890
 19.7
 19,999
 (10.5) 54,841
 21,682
 152.9
 21,419
 1.2
Total other noninterest expense $72,145
 $62,243
 15.9
 $58,287
 6.8
 $152,579
 $87,251
 74.9
 $85,121
 2.5
Other noninterest expense was $72.1$152.6 million in 20172019, compared to $62.2$87.3 million in 20162018 and $58.3$85.1 million in 2015.2017. The increase was due primarily by ongoing expenses related to an increasethe inclusion of SVB Leerink in lendingour financial results, specifically, $13.7 million for investment banking activities, $10.8 million for trade order execution costs and other client$11.5 million related processing coststo the amortization of intangible assets. Additionally, marketing expenses increased $7.7 million for the year ended December 31, 2019 as a result ofcompared to the growth of our credit card and payment product offerings.2018 period.
Net Income Attributable to Noncontrolling Interests

Included in net income is income and expense attributable to noncontrolling interests. The relevant amounts allocated to investors in our consolidated subsidiaries, other than us, are reflected under “Net Income Attributable“net income attributable to Noncontrolling Interests”noncontrolling interests” on our consolidated statements of income.
In the table below, noninterest income consists primarily of investment gains and losses from our consolidated funds. Noninterest expense is primarily related to management fees paid by our managed funds to SVB Financial's subsidiaries as the managed funds’ general partners. A summary of net income attributable to noncontrolling interests for 20172019, 20162018 and 20152017 is as follows:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Net interest income (1) $(33) $(66) (50.0)% $(8) NM%
 $(72) $(30) 140.0 % $(33) (9.1)%
Noninterest income (1) (25,789) (5,434) NM
 (27,648) (80.3) (20,290) (22,342) (9.2) (25,789) (13.4)
Noninterest expense (1) 813
 524
 55.2
 828
 (36.7) 835
 522
 60.0
 813
 (35.8)
Carried interest allocation (2) (3,663) (2,605) 40.6
 (4,088) (36.3) (28,334) (15,658) 81.0
 (3,663) NM
Net income attributable to noncontrolling interests $(28,672) $(7,581) NM
 $(30,916) (75.5) $(47,861) $(37,508) 27.6
 $(28,672) 30.8
 
NM—Not meaningful
(1)Represents noncontrolling interests’ share in net interest income, noninterest income and noninterest expense.
(2)Represents the preferred allocation of income (or change in income) earned by us as the general partner of certain consolidated funds.
Net income attributable to noncontrolling interests was $28.7$47.9 million in 2017,2019, compared to $7.6$37.5 million in 2016.2018. Net income attributable to noncontrolling interests of $47.9 million for 2019 was primarily a result of the following:
Net gains on investment securities (including carried interest allocation) attributable to noncontrolling interests of $48.5 million ($20.2 million excluding carried interest allocation) primarily from our managed funds of funds and our managed direct venture funds portfolios, related primarily to net unrealized valuation increases in both private and public company investments held by the funds in the portfolios, and
Noninterest expense of $0.8 million, primarily related to management fees paid by the noncontrolling interests to our subsidiaries that serve as the general partner.
Net income attributable to noncontrolling interests was $37.5 million in 2018, compared to $28.7 million in 2017. Net income attributable to noncontrolling interests of $37.5 million for 20172018 was primarily a result of the following:
Net gains on investment securities (including carried interest allocation) attributable to noncontrolling interests of $29.2$38.2 million ($25.522.5 million excluding carried interest allocation) primarily driven by gains infrom our managed funds of funds portfolio, duerelated primarily to unrealized valuation increases driven by IPO, M&A and private equity-backed financing activity, and
Noninterest expense of $0.8 million, primarily related to management fees paid by the noncontrolling interests to our subsidiaries that serve as the general partner.
Net income attributable to noncontrolling interests was $7.6 million in 2016, compared to $30.9 million in 2015. Net income attributable to noncontrolling interests of $7.6 million for 2016 was primarily a result of the following:

Net gains on investment securities (including carried interest allocation) attributable to noncontrolling interests of $8.3 million ($5.7 million excluding carried interest allocation) driven by gains of $8.2 million from our managed funds of funds primarily due tonet unrealized valuation increases in theboth private and public company investments held by the funds in ourthe portfolio, and
Noninterest expense of $0.5 million, primarily related to management fees paid by the noncontrolling interests to our subsidiaries that serve as the general partner.
Income Taxes
On December 22, 2017, H.R.1, known as the Tax Cuts and Jobs Act (the "TCJ Act"), was signed into law. The TCJ Act amends the Internal Revenue Code to, among other things, reduce tax rates, and make changes to credits and deductions for individuals and businesses. For businesses, the TCJ Act permanently lowers the federal corporate tax rate to 21 percent from the existing maximum rate of 35 percent, effective for tax years including or commencing January 1, 2018. As a result of the reduction of the corporate tax rate to 21 percent, U.S. generally accepted accounting principles require companies to re-value their deferred tax assets and liabilities as of the date of enactment, with resulting tax effects accounted for in the reporting period of enactment.
The Company has also considered the provisions of the TCJ Act related to non-US operations which would potentially impact the Company’s income tax provision. Such provisions include the one-time transition tax (“TT”) on foreign earnings and the new base erosion anti-avoidance tax (“BEAT”). Based on analyses performed the Company as of December 31, 2017, the impact of both of these provisions will have an immaterial impact on the Company’s income tax provision.
Our effective income tax expense rate was 27.2 percent in 2019, compared to 26.5 percent in 2018 and 42.0 percent in 2017, compared to 39.5 percent in 2016 and 39.9 percent in 2015.2017. Our effective tax rate is calculated by dividing income tax expense by the sum of income before income tax expense and the net income attributable to noncontrolling interests. The components of our effective tax rates for 2017, 20162019, 2018 and 20152017 are discussed in Note 16—19—“Income Taxes” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
The increase in our effective tax rate for 20172019 was primarily due primarily to one-time increases toa decrease in excess tax expensebenefits from share-based compensation driven by a decrease in the number of $33.8 million relatedstock options exercised during 2019 due to the revaluation ofdecline in the stock price from the record highs during 2018.
The reduction in our deferred tax assets and $3.8 million related to investments in low income housing tax credit funds, incorporating the new federaleffective tax rate relatedfor 2018 was primarily due to the TCJ Act.lower Federal corporate tax rate as a result of the Tax Cuts and Jobs Act (the "TCJ Act") effective January 1, 2018. The effective tax rate for theeach of 2018 and 2017 year also included the recognition of a tax benefitbenefits of $18.0 million due to the adoption and implementation of ASU 2016-09, Improvements to Employee Share-Based Payment Accounting, in the first quarter of 2017. The new guidance requires tax impacts from employee share-based transactions to be recognized in the provision for income taxes rather than additional paid-in-capital in stockholders' equity required under the previous guidance.Accounting.
The Company has considered the provisions of the TCJ Act, and analyzed for potential impact to its income tax provision. Aside from the items noted above, the Company is not aware of any further items which could materially impact its financial statements for the year ended December 31, 2017.
The decrease in our 2016 effective tax rate from the comparable 2015 rate was primarily attributable to a review of and adjustments made to our deferred tax balances recorded during the period as well as an increase in the recognition of tax benefits from net operating loss carryforwards related to a previously disposed business line.

Operating Segment Results
We have threefour segments for which we report our financial information: Global Commercial Bank (“GCB”), SVB Private Bank, SVB Capital and SVB Capital.Leerink. SVB Leerink is a new reportable segment for 2019 as a result of the acquisition of SVB Leerink effective January 4, 2019.
We report segment information based on the “management” approach. The management approach designates the internal reporting used by management for making decisions and assessing performance as the source of our reporting segments. Refer to Note 22—25—“Segment Reporting” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details.
The following is our reportable segment information for 20172019, 20162018 and 20152017:

Global Commercial Bank
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Net interest income $1,274,366
 $1,040,712
 22.5 % $853,882
 21.9 % $1,850,391
 $1,623,488
 14.0% $1,274,366
 27.4 %
Provision for credit losses (81,553) (93,885) (13.1) (94,913) (1.1)
Provision for loan losses (91,814) (80,953) 13.4
 (81,553) (0.7)
Noninterest income 366,000
 320,421
 14.2
 272,862
 17.4
 637,922
 520,302
 22.6
 392,101
 32.7
Noninterest expense (706,341) (632,264) 11.7
 (578,888) 9.2
 (874,854) (793,159) 10.3
 (707,666) 12.1
Income before income tax expense $852,472
 $634,984
 34.3
 $452,943
 40.2
 $1,521,645
 $1,269,678
 19.8
 $877,248
 44.7
Total average loans, net of unearned income $18,479,793
 $16,047,545
 15.2
 $12,984,646
 23.6
 $26,031,284
 $22,354,305
 16.4
 $18,479,793
 21.0
Total average assets 46,303,582
 41,494,321
 11.6
 38,438,858
 7.9
 56,043,321
 48,854,416
 14.7
 43,704,667
 11.8
Total average deposits 41,043,731
 37,301,483
 10.0
 34,996,194
 6.6
 53,053,665
 46,039,570
 15.2
 41,043,731
 12.2
Income before income tax expense from our GCB increased to $852.5 million$1.5 billion in 2017,2019, compared to $635.0 million$1.3 billion in 20162018 and $452.9 million$0.9 billion in 2015,2017, which reflected the continued growth of our core commercial business and clients. The key components of GCB's performance are discussed below:
20172019 compared to 20162018
Net interest income from GCB increased by $233.7$226.9 million in 2017,2019, due primarily to a $178.2 millionan increase in loan interest income resulting mainly from an increase in average loan balances and higher loan yields.yields as well as an increase in FTP earned for an increase in average deposits.
Noninterest income increased by $45.6$117.6 million in 2017,2019, related primarily to an increase in our core fees (higher client investment fees, foreign exchange fees, client investmentcredit card fees and credit card fees)deposit service charges). The increase in foreign exchange fees was due primarily to an increase in our client count as well as volume related to increased client engagement. The increase in client investment fees was due to higher client investment fund balances as well as from improved spreads on our client investment funds due to increases in general market rates andrates. The increase in foreign exchange fees was due primarily to increased trade volumes driven by the reintroductioncontinuing increase in the number of clients actively managing currency exposures. The increase in credit card fees that had been previously waivedwas primarily due to an increase in net interchange fees reflective of increased client utilization of our credit card products and enhanced payment solutions provided to new and existing clients. The increase in deposit service charges was reflective of higher deposit client counts, as well as higher transaction volumes from existing clients.
Noninterest expense increased by $81.7 million in 2019, due primarily to increased expenses for compensation and benefits and professional services. Compensation and benefits expenses increased as a result of higher salaries and wages expenses and higher other employee compensation and benefits, partially offset by lower incentive compensation accruals. The increase in GCB salaries and wages expenses was due primarily to an increase in the low rate environment.average number of FTEs at GCB, which increased by 328 to 2,350 FTEs in 2019, compared to 2,022 FTEs in 2018.The increase in total other employee benefits was related to various expenses, particularly share-based compensation as well as employer payroll taxes and group health and life insurance reflective of our increased headcount in 2019. Professional services expenses increased primarily related to enhancements in our regulatory, risk management and compliance infrastructure to support our growth both domestically and globally, as well as investments made in projects, systems and technology to support our revenue growth and related initiatives and other operating costs.

2018 compared to 2017
Net interest income from GCB increased by $349.1 million in 2018, due primarily to an increase in loan interest income resulting from an increase in average loan balances and higher loan yields as well as an increase in FTP earned for an increase in average deposits.
Noninterest income increased by $128.2 million in 2018, related primarily to an increase in our core fees (higher client investment fees, foreign exchange fees, credit card fees and deposit service charges). The increase in client investment fees was due to higher client investment fund balances as well as from improved spreads on our client investment funds due to increases in general market rates. The increase in foreign exchange fees was due primarily to an increase in our client count as well as volume related to increased client engagement. The increase in credit card fees was primarily reflective of increased client utilization of our credit card products and customenhanced payment solutions provided to new and existing clients, partially offset by higher rebate/rewards expense. The increase in deposit service charges was reflective of higher deposit client counts, as well as higher transaction volumes from existing clients.
Noninterest expense increased by $74.1$85.5 million in 2017,2018, due primarily to increased expenses for compensation and benefits and professional services.benefits. Compensation and benefits expenses increased as a result of higher salaries and wages expenses, higher incentive compensation and higher other employee compensation and benefits. The increase in GCB salaries and wages expenses was due primarily to an increase in the average number of FTEs at GCB, which increased by 112183 to 1,8622,022 FTEs in 2017,2018, compared to 1,7501,839 FTEs in 2016.2017. The increase in GCB incentive compensation expense was due to our strong 2017 full year2018 full-year performance and reflective of our improved ROE relative to our peers, which is one of our key plan performance metrics. The increase in total other employee benefits was related to various expenses, particularly share-based compensation as well as employer payroll taxes and group health and life insurance reflective of our increased headcount in 2018.
SVB Private Bank
  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Net interest income $51,022
 $64,902
 (21.4)% $58,131
 11.6 %
Provision for loan losses (2,369) (3,339) (29.1) (4,386) (23.9)
Noninterest income 3,366
 2,281
 47.6
 2,175
 4.9
Noninterest expense (40,151) (25,064) 60.2
 (17,693) 41.7
Income before income tax expense $11,868

$38,780
 (69.4) $38,227
 1.4
Total average loans, net of unearned income $3,341,188
 $2,850,271
 17.2
 $2,423,078
 17.6
Total average assets 3,371,052
 2,871,743
 17.4
 2,445,220
 17.4
Total average deposits 1,524,232
 1,502,308
 1.5
 1,303,542
 15.2
Income before income tax expense from SVB Private Bank decreased to $11.9 million in 2019, compared to $38.8 million in 2018. Income before income tax expense was $38.2 million in 2017. The key drivers of SVB Private Bank's performance are discussed below:
2019 compared to 2018
Net interest income decreased by $13.9 million in 2019, due primarily to an increase of $0.5 billion in average loans resulting in an increase in FTP charged to SVB Private Bank.
Noninterest expense increased by $15.1 million in 2019, due primarily to increased expenses for compensation and benefits and professional services. Compensation and benefits expenses increased primarily due to the allocation of client service administration FTE to SVB Private Bank as well as the continued increase in the number of average FTEs. Professional services expense alsoexpenses increased in 2017 and was primarily related to enhancements in our regulatory, risk management and compliance infrastructure to support our growth both domestically and globally, as well as investments made in projects, systems and technology to support our revenue growth and related initiatives and other operating costs.
20162018 compared to 2015
Net interest income from GCB increased by $186.8 million in 2016, primarily due to a $126.6 million increase in loan interest income resulting mainly from an increase in average loan balances, partially offset by lower loan yields.
Noninterest income increased by $47.6 million in 2016, related primarily to an increase in our core fees (higher foreign exchange fees, credit card fees and lending related fees). The increase in foreign exchange fees was due primarily to an increase in our client count as well as volume related to increased market volatility. The increase in credit card fees was primarily reflective of increased client utilization of our credit card products and custom payment solutions provided to new and existing clients, partially offset by higher rebate/rewards expense. The increase in lending related fees was due primarily to an increase in unused commitment fees associated with an increase in unfunded credit commitments.
Noninterest expense increased by $53.4 million in 2016, due primarily to increased expenses for compensation and benefits, premises and equipment and net occupancy. Compensation and benefits expenses increased as a result of higher salaries and wages expenses. The increase in GCB salaries and wages expenses was due primarily to an increase in the average number of FTEs at GCB, which increased by 160 to 1,750 FTEs in 2016, compared to 1,590 FTEs in 2015. Premises and equipment expense increased due to increased spending to enhance and maintain our IT infrastructure. Net occupancy expenses increased due

primarily to lease renewals at higher costs, reflective of market conditions, and the expansion of certain offices, primarily our UK office, to support our growth.
SVB Private Bank
  Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015
Net interest income $58,131
 $53,582
 8.5 % $44,412
 20.6 %
Provision for credit losses (4,386) (1,812) 142.1
 (2,716) (33.3)
Noninterest income 2,175
 2,713
 (19.8) 2,011
 34.9
Noninterest expense (17,693) (12,379) 42.9
 (12,185) 1.6
Income before income tax expense $38,227

$42,104
 (9.2) $31,522
 33.6
Total average loans, net of unearned income $2,423,078
 $2,025,381
 19.6
 $1,592,065
 27.2
Total average assets 2,449,763
 2,047,513
 19.6
 1,457,461
 40.5
Total average deposits 1,303,542
 1,133,425
 15.0
 1,108,411
 2.3
Income before income tax expense from SVB Private Bank decreased to $38.2 million in 2017 compared to $42.1 million in 2016. Income before income tax expense was $31.5 million in 2015. The key drivers of SVB Private Bank's performance are discussed below:
2017 compared to 2016
Net interest income increased by $4.5$6.8 million in 2017,2018, due primarily to an increase in loan interest income from an increase in average loan balances and higher loan yields.
Noninterest income decreased by $0.5 million in 2017, primarily driven by lower credit card fee income due to the cancellation of our consumer credit card product in 2017.
Noninterest expense increased by $5.3$7.4 million in 2017,2018, primarily as a result of higher salaries and wages expenses as we continue to increase the number of average FTEs at SVB Private Bank, which increased by 16 to 67 FTEs in 2018, compared to 51 FTEs in 2017, and due to higher incentive compensation reflective of our strong 2017 full year2018 full-year performance.
2016 compared to 2015
Net interest income increased by $9.2 million in 2016, due primarily to an increase in loan interest income from an increase in average loan balances.
Noninterest income increased by $0.7 million in 2016, primarily driven by increased client investment fee income related to the growth of our Wealth Advisory practice.
SVB Capital
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 % Change 2017/2016 2015 % Change 2016/2015 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Net interest income (expense) $48
 $(49) (198.0)% $3
 NM%
Net interest income $38
 $23
 65.2% $48
 (52.1)%
Noninterest income 58,992
 49,365
 19.5
 70,857
 (30.3) 122,394
 101,181
 21.0
 58,992
 71.5
Noninterest expense (19,340) (15,546) 24.4
 (14,699) 5.8
 (30,798) (22,792) 35.1
 (19,340) 17.8
Income before income tax expense $39,700
 $33,770
 17.6
 $56,161
 (39.9) $91,634
 $78,412
 16.9
 $39,700
 97.5
Total average assets $325,939
 $338,848
 (3.8) $337,884
 0.3
 $405,152
 $380,543
 6.5
 $325,939
 16.8
NM—Not meaningful
SVB Capital’s components of noninterest income primarily include net gains and losses on non-marketable and other equity securities, carried interest and fund management fees. All components of income before income tax expense discussed below are net of noncontrolling interests.

We experience variability in the performance of SVB Capital from period to period due to a number of factors, including changes in the values of our funds’ underlying investments, changes in the amount of distributions and general economic and market conditions. Such variability may lead to volatility in the gains and losses from investment securities and cause our results to differ from period to period.
Income before income tax expense from SVB Capital was $39.7$91.6 million in 2017,2019, compared to $33.8$78.4 million in 20162018 and $56.2$39.7 million in 2015.2017. The key drivers of SVB Capital's performance are discussed below:
20172019 compared to 20162018
Noninterest income increased $9.6$21.2 million to $59.0$122.4 million in 20172019 reflective of higher net gains on investment securities and fund management fees compared to 2016.2018. SVB Capital’s components of noninterest income primarily include the following:
Net gains on investment securities of $82.2 million in 2019, compared to net gains of $69.8 million in 2018. The net gains on investment securities of $82.2 million in 2019 were related to net unrealized valuation increases in both private and public company investments held in our strategic venture capital funds as well as in our managed funds of funds portfolio driven by IPO and M&A activity in 2019, and
Fund management fees of $26.9 million for 2019, compared to $23.0 million in 2018.
Net gains on investment securities of $35.8 million in 2017,2018 compared to net gains2017
Noninterest income increased $42.2 million to $101.2 million in 2018 reflective of $23.5 million in 2016. Thehigher net gains on investment securities of $35.8 million in 2017 were related to gains from distributions from our strategic venture capitaland fund investments and net unrealized valuation increases in the investments held by the funds in our managed funds of funds portfolio driven by IPO and M&A activity in 2017, and
Fund management fees of $21.2 million for 2017, compared to $19.2 million in 2016. The increase was due primarily to the addition of new managed funds at SVB Capital.
2016 compared to 2015
Noninterest income decreased $21.5 million to $49.4 million in 2016 reflective of a slowdown in IPOs and overall softness in the venture capital-backed exit markets, primarily during the first half of 2016, which drove lower venture capital-related gains.2017. SVB Capital’s components of noninterest income primarily include the following:
Net gains on investment securities of $69.8 million in 2018, compared to net gains of $35.8 million in 2017. The net gains on investment securities of $69.8 million in 2018 were related to net unrealized valuation increases in both private and public company investments held in our strategic venture capital funds as well as in our managed funds of funds portfolio driven by IPO and M&A activity in 2018, and
Fund management fees of $23.0 million for 2018, compared to $21.2 million in 2017.

SVB Leerink
  Year ended December 31,
(Dollars in thousands) 2019 2018 % Change 2019/2018 2017 % Change 2018/2017
Net interest income $1,252
 $
 % $
 %
Noninterest income 264,516
 
 
 
 
Noninterest expense (252,678) 
 
 
 
Income before income tax expense $13,090
 $
 
 $
 
Total average assets $397,650
 $
 
 $
 
SVB Leerink’s components of noninterest income primarily include investment banking revenue, commissions and net gains and losses on non-marketable and other equity securities, carried interest and fund management fees. All components of income before income tax expense discussed below are net of noncontrolling interests.
2019
SVB Leerink had noninterest income of $264.5 million for the year ended December 31, 2019, primarily consisting of $195.2 million of investment banking revenue, $56.3 million of commissions and $5.7 million of fund management fees.
SVB Leerink had noninterest expense of $252.7 million for the year ended December 31, 2019, primarily consisting of $179.2 million in compensation and benefits expense and $45.2 million in other noninterest expense, driven by investment banking and trade order execution costs. Additionally, for the year ended December 31, 2019, SVB Leerink incurred $23.5 million in 2016, compared to net gains of $51.4 million in 2015. The net gains on investment securities of $23.5 million in 2016acquisition related expenses which were comprised of distributions from our strategic venture capital fund investments as well as gains from valuation increases for one of our equity method fund investments and net unrealized valuation increases from our managed funds of funds, and
Fund management fees of $19.2 million for 2016, compared to $15.9$12.0 million in 2015. The increase was due primarilyexpense related to the addition retention pool for employees of new managed funds at SVB Capital.
$60.0 million to be paid over five years and $11.5 million in expense related to the amortization of intangible assets.
Consolidated Financial Condition
Our total assets, and total liabilities and stockholders' equity were $51.2$71.0 billion at December 31, 2017 and $44.72019, $56.9 billion at both December 31, 20162018 and $51.2 billion at December 31, 2015.2017. Refer below to a summary of the individual components driving the changes in total assets, total liabilities and stockholders' equity.
Cash and Cash Equivalents
Cash and cash equivalents totaled $2.9$6.8 billion at December 31, 2017,2019, an increase of $0.4$3.2 billion, or 14.889.9 percent, compared to $2.5$3.6 billion at December 31, 2016. The increase in period-end cash balances was primarily due to growth in our noninterest-bearing deposit balances during the year ended2018. As of December 31, 2017.
As of December 31, 2017 and December 31, 2016, $0.62019, $3.7 billion and $1.1 billion, respectively, of our cash and due from banks was deposited at the FRB and was earning interest at the Federal Funds target rate, and interest-earning deposits in other financial institutions were $1.1$2.1 billion. As of December 31, 2018, $1.7 billion, of our cash and $0.7 billion, respectively.due from banks was deposited at the FRB and was earning interest at the Federal Funds target rate and interest-earning deposits in other financial institutions were $1.2 billion.
Investment Securities
Investment securities totaled $29.1 billion at December 31, 2019, an increase of $4.9 billion, or 20.0 percent, compared to $24.2 billion at December 31, 2018, a decrease of $0.2 billion, or 0.9 percent, compared to $24.4 billion at December 31, 2017, an increase of $2.7 billion, or 12.8 percent, compared to $21.7 billion at December 31, 2016, which decreased by $4.1 billion or 16.2 percent, compared to $25.8 billion at December 31, 2015.2017. Our investment securities portfolio consists primarily of: (i) an AFS securities portfolio and a HTM securities portfolio, both of which primarily representconsist of interest-earning fixed income investment securities; and (ii) a non-marketable and other equity securities portfolio, which represents primarily investments managed as part of our funds management business. The increasebusiness as well as public equity securities held as a result of $2.7 billion is primarily due to new purchases of $8.4 billion partially offset by $5.0 billion of paydowns and maturities in our fixed income securities portfolio.exercised equity warrant assets. The major components of the change are explained below.

The following table presents a profile of our investment securities portfolio at December 31, 2017, 20162019, 2018 and 2015:2017:
 December 31, December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Available-for-sale securities, at fair value:            
U.S. Treasury securities $6,840,502
 $8,909,491
 $11,678,035
 $6,894,010
 $4,738,258
 $6,840,502
U.S. agency debentures 1,567,128
 2,078,375
 2,690,029
 99,547
 1,084,117
 1,567,128
Foreign government debt securities 9,038
 5,812
 
Residential mortgage-backed securities:            
Agency-issued mortgage-backed securities 4,148,791
 
 
Agency-issued collateralized mortgage obligations—fixed rate 2,267,035
 1,152,665
 1,399,279
 1,538,343
 1,880,218
 2,267,035
Agency-issued collateralized mortgage obligations—variable rate 373,730
 474,283
 607,936
 
 81,638
 373,730
Agency-issued commercial mortgage-backed securities 1,325,190
 
 
Equity securities 72,269
 5,597
 5,469
 
 
 72,269
Total available-for-sale securities 11,120,664
 12,620,411
 16,380,748
 14,014,919
 7,790,043
 11,120,664
Held-to-maturity securities, at amortized cost:            
U.S. agency debentures 659,979
 622,445
 545,473
 518,728
 640,990
 659,979
Residential mortgage-backed securities:            
Agency-issued mortgage-backed securities 6,304,969
 2,896,179
 2,366,627
 6,992,009
 8,103,638
 6,304,969
Agency-issued collateralized mortgage obligations—fixed rate 2,829,979
 3,362,598
 4,225,781
 1,608,032
 2,183,204
 2,829,979
Agency-issued collateralized mortgage obligations—variable rate 255,782
 312,665
 370,779
 178,611
 214,483
 255,782
Agency-issued commercial mortgage-backed securities 1,868,985
 1,151,363
 1,214,716
 2,759,615
 2,769,706
 1,868,985
Municipal bonds and notes 743,761
 81,748
 67,587
 1,785,951
 1,575,421
 743,761
Total held-to-maturity securities 12,663,455
 8,426,998
 8,790,963
 13,842,946
 15,487,442
 12,663,455
Non-marketable and other securities:      
Non-marketable and other equity securities:      
Non-marketable securities (fair value accounting):            
Venture capital and private equity fund investments 127,192
 141,649
 152,237
Other venture capital investments 919
 2,040
 2,040
Other securities (fair value accounting) 310
 753
 548
Consolidated venture capital and private equity fund investments  87,180
 118,333
 128,111
Unconsolidated venture capital and private equity fund investments 178,217
 201,098
 98,548
Other investments without a readily determinable fair value 55,255
 25,668
 27,680
Other equity securities in public companies (fair value accounting) 59,200
 20,398
 310
Non-marketable securities (equity method accounting):            
Venture capital and private equity fund investments 89,809
 82,823
 85,705
 215,367
 129,485
 89,809
Debt funds 21,183
 17,020
 21,970
 7,271
 5,826
 21,183
Other investments 111,198
 123,514
 118,532
 152,863
 121,721
 111,198
Non-marketable securities (cost method accounting):      
Venture capital and private equity fund investments 98,548
 114,606
 120,676
Other investments 27,680
 27,700
 18,882
Investments in qualified affordable housing projects 174,214
 112,447
 154,356
Total non-marketable and other securities 651,053
 622,552
 674,946
Investments in qualified affordable housing projects, net 458,476
 318,575
 174,214
Total non-marketable and other equity securities 1,213,829
 941,104
 651,053
Total investment securities $24,435,172
 $21,669,961
 $25,846,657
 $29,071,694
 $24,218,589
 $24,435,172



Available-for-Sale Securities
Period-end AFS securities were $14.0 billion at December 31, 2019, compared to $7.8 billion at December 31, 2018, and $11.1 billion at December 31, 2017, compared to $12.6 billion at December 31, 2016, and $16.4 billion at December 31, 2015.2017. The decreaseincrease of $1.5$6.2 billion in 20172019 was primarily due to $3.3purchases of new investments of $9.9 billion, partially offset by $1.6 billion in paydowns, scheduled maturities and called maturities and sales of $0.6$2.2 billion of U.S. Treasury notes and agency backed collateralized mortgage obligations. Securities classified as available-for-sale are carried at fair value with changes in fair value recorded as unrealized gains or losses in a separate component of stockholders' equity.
Period-end AFS securities at December 31, 2018 decreased $3.3 billion, compared to 2017 primarily due to $3.4 billion in paydowns, scheduled maturities and called maturities and sales of $0.5 billion of U.S. Treasury notes and agency backed collateralized mortgage obligations, partially offset by purchases of new investments of $2.4$0.7 billion. The paydowns, scheduled maturities and called maturities of $3.3 billion were comprised of $3.2 billion of fixed-rate securities and $0.1 billion in variable-rate securities. The purchases of new investments of $2.4 billion were primarily comprised of agency backed mortgage securities and U.S. Treasury securities.
Period-end AFS securities at December 31, 2016 decreased $3.8 billion compared to 2015 primarily due to the sale of $2.9 billion of U.S. Treasury securities and paydowns, scheduled maturities and called maturities of $1.4 billion, partially offset by purchases of new investments of $0.4 billion. The paydowns, scheduled maturities and called maturities of $1.4 billion were comprised of $1.3 billion of fixed-rate securities and $0.1 billion in variable-rate securities. The purchases of new investments of $0.4 billion were primarily comprised of fixed-rate U.S. Treasury securities and fixed-rate agency backed collateralized mortgage obligations.
The following table summarizes the remaining contractual principal maturities and fully taxable equivalent yields on fixed income securities, carried at fair value, classified as AFS as of December 31, 2017.2019. The weighted average yield is computed using the amortized cost of fixed income investment securities, which are reported at fair value. For U.S. Treasury securities and U.S. agency debentures and foreign government debt securities, the expected maturity is the actual contractual maturity of the notes. Expected remaining maturities for certain U.S. agency debentures may occur earlier than their contractual maturities because the note issuers have the right to call outstanding amounts ahead of their contractual maturity. Expected maturities for mortgage-backed securities may differ significantly from their contractual maturities because mortgage borrowers have the right to prepay outstanding loan obligations with or without penalties. Mortgage-backed securities classified as AFS typically have original contractual maturities from 10 to 30 years whereas expected average lives of these securities tend to be significantly shorter and vary based upon structure and prepayments in lower interest rate environments. The weighted average yield on mortgage-backed securities is based on prepayment assumptions at the purchase date. Actual yields earned may differ significantly based upon actual prepayments.
 December 31, 2017 December 31, 2019
 Total 
One Year
or Less
 
After One
Year to
Five Years
 
After Five
Years to
Ten Years
 
After
Ten Years
 Total 
One Year
or Less
 
After One Year to
Five Years
 
After Five Years to
Ten Years
 
After
Ten Years
(Dollars in thousands) 
Carrying
Value
 
Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 
Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
 
Carrying
Value
 Weighted
Average
Yield
U.S. Treasury securities $6,840,502
 1.49% $1,967,480
 1.23% $4,873,022
 1.60% $
 % $
 % $6,894,010
 1.99 % $1,835,971
 1.78 % $1,890,778
 2.27% $3,167,261
 1.96% $
 %
U.S. agency debentures 1,567,128
 2.47
 481,280
 1.53
 1,085,848
 2.88
 
 
 
 
 99,547
 2.28
 
 
 
 
 99,547
 2.28
 
 
Foreign government debt securities 9,038
 (0.64) 9,038
 (0.64) 
 
 
 
 
 
Residential mortgage-backed securities:                                        
Agency-issued mortgage backed securities 4,148,791
 2.82
 
 
 
 
 
 
 4,148,791
 2.82
Agency-issued collateralized mortgage obligations - fixed rate 2,267,035
 2.54
 
 
 
 
 88,425
 2.63
 2,178,610
 2.58
 1,538,343
 2.58
 
 
 
 
 1,858
 3.22
 1,536,485
 2.58
Agency-issued collateralized mortgage obligations - variable rate 373,730
 0.71
 
 
 
 
 
 
 373,730
 0.71
Agency-issued commercial mortgage-backed securities 1,325,190
 2.35
 
 
 
 
 743,874
 2.25
 581,316
 2.48
Total $11,048,395
 1.82
 $2,448,760
 1.29
 $5,958,870
 1.83
 $88,425
 2.63
 $2,552,340
 2.31
 $14,014,919
 2.34
 $1,845,009
 1.77
 $1,890,778
 2.27
 $4,012,540
 2.02
 $6,266,592
 2.73

Held-to-Maturity Securities
Period-end HTM securities were $12.7$13.8 billion at December 31, 2017, an increase2019, a decrease of $4.3$1.6 billion, or 50.310.6 percent, compared to $8.4$15.5 billion at December 31, 2016. The increase was due to new purchases of $6.0 billion, primarily comprised of agency backed mortgage securities, partially offset by paydowns and scheduled maturities of $1.7 billion.
Period-end HTM securities were $8.4 billion at December 31, 2016, a decrease of $0.4 billion, or 4.1 percent, compared to $8.8 billion at December 31, 2015.2018. The decrease was due to paydowns and scheduled maturities of $1.7$2.1 billion, partially offset by new purchases of $1.3$0.5 billion.
Period-end HTM securities were $15.5 billion primarily comprisedat December 31, 2018, an increase of $2.8 billion, or 22.3 percent, compared to $12.7 billion at December 31, 2017. The increase was due to new purchases of $4.7 billion, with $3.9 billion of agency backed mortgage securities.securities purchases and $0.8 billion of municipal bond purchases, partially offset by $1.9 billion in portfolio paydowns and maturities.
Securities classified as HTM are accounted for at cost with no adjustments for changes in fair value. For securities re-designated as HTM from AFS, the unrealized gains at the date of transfer will continue to be reported as a separate component of shareholders' equity and are being amortized over the life of the securities in a manner consistent with the amortization of a premium or discount.
The following table summarizes the remaining contractual principal maturities and fully taxable equivalent yields on fixed income investment securities classified as HTM as of December 31, 2017.2019. Interest income on certain municipal bonds and notes (non-taxable investments) are presented on a fully taxable equivalent basis using the federal statutory tax rate of 35.021.0 percent. The weighted average yield is computed using the amortized cost of fixed income investment securities. For U.S. agency debentures, the expected maturity is the actual contractual maturity of the notes. Expected maturities for mortgage-backed securities may differ significantly from their contractual maturities because mortgage borrowers have the right to prepay outstanding loan obligations with or without penalties. Mortgage-backed securities classified as HTM typically have original contractual maturities from 10 to 30 years whereas expected average lives of these securities tend to be significantly shorter and vary based upon structure and prepayments in lower interest rate environments. The weighted average yield on mortgage-backed securities is based on prepayment assumptions at the purchase date. Actual yields earned may differ significantly based upon actual prepayments.
 December 31, 2017 December 31, 2019
 Total 
One Year
or Less
 
After One Year to
Five Years
 
After Five Years to
Ten Years
 
After
Ten Years
 Total 
One Year
or Less
 
After One Year to
Five Years
 
After Five Years to
Ten Years
 
After
Ten Years
(Dollars in thousands) Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
 Amortized Cost Weighted
Average
Yield
U.S. agency debentures $659,979
 2.37% $
 % $102,496
 2.72% $557,483
 2.30% $
 % $518,728
 2.65% $
 % $123,100
 2.61% $395,628
 2.66% $
 %
Residential mortgage-backed securities:                                        
Agency-issued mortgage-backed securities 6,304,969
 2.58
 728
 7.52
 226,997
 2.19
 56,380
 2.06
 6,020,864
 2.60
 6,992,009
 2.90
 2,066
 2.73
 76,759
 2.05
 726,422
 2.47
 6,186,762
 2.96
Agency-issued collateralized mortgage obligations - fixed rate 2,829,979
 1.78
 
 
 
 
 462,533
 1.48
 2,367,446
 1.84
 1,608,032
 1.78
 
 
 
 
 624,128
 1.64
 983,904
 1.87
Agency-issued collateralized mortgage obligations - variable rate 255,782
 0.74
 
 
 
 
 
 
 255,782
 0.74
 178,611
 0.74
 
 
 
 
 
 
 178,611
 0.74
Agency-issued commercial mortgage-backed securities 1,868,985
 2.49
 
 
 
 
 
 
 1,868,985
 2.49
 2,759,615
 3.03
 
 
 
 
 102,633
 3.56
 2,656,982
 3.01
Municipal bonds and notes 743,761
 3.55
 7,073
 3.90
 73,054
 3.00
 233,728
 2.33
 429,906
 4.31
 1,785,951
 3.57
 13,973
 1.91
 83,368
 2.18
 387,278
 2.89
 1,301,332
 3.88
Total $12,663,455
 2.40
 $7,801
 4.24
 $402,547
 2.47
 $1,310,124
 2.01
 $10,942,983
 2.44
 $13,842,946
 2.84
 $16,039
 2.02
 $283,227
 2.33
 $2,236,089
 2.40
 $11,307,591
 2.95
Portfolio duration is a standard measure used to approximate changes in the market value of fixed income instruments due to a change in market interest rates. The measure is an estimate based on the level of current market interest rates, expectations for changes in the path of forward rates and the effect of forward rates on mortgage prepayment speed assumptions. As such, portfolio duration will fluctuate with changes in market interest rates. Changes in portfolio duration are also impacted by changes in the mix of longer versus shorter term-to-maturity securities. At December 31, 2017,2019, our estimated fixed income securities portfolio weighted-average duration was 3.03.9 years, compared to 2.53.8 and 2.73.0 years at December 31, 20162018 and 2015,2017, respectively.

Non-Marketable and Other Equity Securities
Non-marketable and other equity securities were $1.2 billion at December 31, 2019, an increase of $272.7 million, or 29.0 percent, compared to $941.1 million at December 31, 2018, which increased by $290.0 million, or 44.6 percent, compared to $651.1 million at December 31, 2017, an increase of $28.5 million, or 4.6 percent, compared to $622.6 million at December 31, 2016, which decreased by $52.3 million or 7.8 percent, compared to $674.9 million at December 31, 2015.2017. Included in our non-marketable and other equity securities carried under fair value accounting are amounts that are attributable to noncontrolling interests. We are required under GAAP to consolidate certain SVB Capital funds, even though we may own less than 100 percent of such entities. See below for a summary of the carrying value (as reported) of non-marketable and other equity securities compared to the amounts attributable to SVBFG.
The increase in non-marketable and other equity securities of $28.5$272.7 million in 2019 was related primarily attributable to equity securities from exercised warrants, valuation increases in our managed funds of funds investments and new investments within our qualified housing projects portfolio. We also increased our investment in non-marketable and other equity securities by $47.7 million due to the inclusion of SVB Leerink in our financial results as of December 31, 2019.
The increase in non-marketable and other equity securities of $290.0 million in 20172018 was related primarily to a $61.8 million net increase innew investments and the adoption of ASU 2016-01, Recognition and Measurement of Financial Assets and Financial Liabilities, which required equity investments (except those accounted for under the equity method of accounting) to be measured at fair value and eliminated the cost method of accounting. As part of this adoption we recorded an adjustment to opening retained earnings for cost method investments measured at NAV and increased the carrying value of our unconsolidated venture capital and private equity fund investments by $103.1 million. Additionally, we increased our investments in our qualified affordable housing projects portfolio, offset by sales$144.4 million, net of and distributions in, our strategic and other investments.
The decrease in non-marketable and other securities of $52.3 million in 2016 was primarily related to sales of investments included in our qualified affordable housing projects portfolio totaling $46.5 million.amortization.
The following table summarizes the carrying value (as reported) of non-marketable and other equity securities compared to the amounts attributable to SVBFG (which generally represents the carrying value times our ownership percentage) at December 31, 2017, 20162019, 2018 and 2015:2017:
  December 31,
  2017 2016 2015
(Dollars in thousands) 
Carrying value  
(as reported)
 
Amount attributable     
to SVBFG
 
Carrying value  
(as reported)
 
Amount attributable  
to SVBFG
 
Carrying value  
(as reported)
 
Amount attributable  
to SVBFG
Non-marketable securities (fair value accounting):            
Venture capital and private equity fund investments (1) $127,192
 $32,945
 $141,649
 $40,464
 $152,237
 $44,485
Other venture capital investments (2) 919
 99
 2,040
 218
 2,040
 218
Other securities (fair value accounting) (3) 310
 103
 753
 138
 548
 124
Non-marketable securities (equity method accounting):            
Venture capital and private equity fund investments 89,809
 64,675
 82,823
 64,030
 85,705
 69,314
Debt funds 21,183
 21,183
 17,020
 17,020
 21,970
 21,970
Other investments (4) 111,198
 111,198
 123,514
 123,514
 118,532
 118,532
Non-marketable securities (cost method accounting):            
Venture capital and private equity fund investments (5) 98,548
 98,548
 114,606
 114,606
 120,676
 120,676
Other investments 27,680
 27,680
 27,700
 27,700
 18,882
 18,882
Investments in qualified affordable housing projects, net 174,214
 174,214
 112,447
 112,447
 154,356
 154,356
Total non-marketable and other securities $651,053
 $530,645
 $622,552
 $500,137
 $674,946
 $548,557
  December 31,
  2019 2018 2017
(Dollars in thousands) 
Carrying value  
(as reported)
 
Amount attributable
to SVBFG
 
Carrying value  
(as reported)
 
Amount attributable  
to SVBFG
 
Carrying value  
(as reported)
 
Amount attributable  
to SVBFG
Non-marketable and other equity securities:            
Non-marketable securities (fair value accounting):            
Consolidated venture capital and private equity fund investments (1) $87,180
 $22,482
 $118,333
 $30,235
 $128,111
 $33,044
Unconsolidated venture capital and private equity fund investments (2) 178,217
 178,217
 201,098
 201,098
 98,548
 98,548
Other investments without a readily determinable fair value (3) 55,255
 55,255
 25,668
 25,668
 27,680
 27,680
Other equity securities in public companies (fair value accounting) (4) 59,200
 59,056
 20,398
 20,098
 310
 103
Non-marketable securities (equity method accounting) (5):            
Venture capital and private equity fund investments 215,367
 131,403
 129,485
 82,921
 89,809
 64,675
Debt funds 7,271
 7,271
 5,826
 5,826
 21,183
 21,183
Other investments 152,863
 152,863
 121,721
 121,721
 111,198
 111,198
Investments in qualified affordable housing projects, net 458,476
 458,476
 318,575
 318,575
 174,214
 174,214
Total non-marketable and other equity securities $1,213,829
 $1,065,023
 $941,104
 $806,142
 $651,053
 $530,645
 
(1)
The following table shows the amounts of venture capital and private equity fund investments held by the following consolidated funds and amounts attributable to SVBFG for each fund at December 31, 20172019, 20162018 and 20152017:

 December 31, December 31,
 2017 2016 2015 2019 2018 2017
(Dollars in thousands) 
Carrying value  
(as reported)
 
Amount attributable     
to SVBFG
 
Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 
Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 
Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 
Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 
Carrying value  
(as reported)
 Amount attributable  
to SVBFG
Strategic Investors Fund, LP $14,673
 $1,843
 $18,459
 $2,319
 $20,794
 $2,612
 $5,729
 $720
 $12,452
 $1,564
 $14,673
 $1,843
Capital Preferred Return Fund, LP 54,147
 11,670
 57,627
 12,420
 60,619
 13,065
 45,341
 9,772
 53,957
 11,629
 54,147
 11,670
Growth Partners, LP 58,372
 19,432
 59,718
 19,880
 62,983
 20,967
 35,976
 11,976
 50,845
 16,927
 58,372
 19,432
Other private equity fund (i) 
 
 5,845
 5,845
 7,841
 7,841
Total venture capital and private equity fund investments $127,192
 $32,945
 $141,649
 $40,464
 $152,237
 $44,485
CP I, LP 134
 14
 1,079
 115
 919
 99
Total consolidated venture capital and private equity fund investments $87,180
 $22,482
 $118,333
 $30,235
 $128,111
 $33,044

(2)
The carrying values represented investments in 205 and 213 funds (primarily venture capital funds) at December 31, 2019 and December 31, 2018, respectively, where our ownership interest is typically less than 5% of the voting interests of each such fund and in which we do not have the ability to exercise significant influence over the partnerships operating activities and financial policies. Effective January 1, 2018, we adopted ASU 2016-01, Recognition and Measurement of Financial Assets and Financial Liabilities which eliminated the concept of cost method accounting. We carry our unconsolidated venture capital and private equity fund investments at fair value based on the fund investments' net asset values per share as obtained from the general partners of the investments. For each fund investment, we adjust the net asset value per share for differences between our measurement date and the date of the fund investment’s net asset value by using the most recently available financial information from the investee general partner, for example September 30th, for our December 31st consolidated financial statements, adjusted for any contributions paid, distributions received from the investment and significant fund transactions or market events during the reporting period. We recorded a cumulative adjustment to opening retained earnings on January 1, 2018 for the difference between fair value and cost for these fund investments. The estimated fair values and carrying values of these venture capital and private equity fund investments were $178.2 million and $201.1 million as of December 31, 2019 and 2018, respectively. As of December 31, 2017, these investments were carried at cost and had a carrying value of $98.5 million.
(3)
Effective January 1, 2018, we adopted ASU 2016-01, Recognition and Measurement of Financial Assets and Financial Liabilities, which eliminated the concept of cost method accounting. On a prospective basis, we report our other investments in the line item "Other investments without a readily determinable fair value." These investments include direct equity investments in private companies. The carrying value is based on the price at which the investment was acquired plus or minus changes resulting from observable price changes in orderly transactions for identical or similar investments. We consider a range of factors when adjusting the fair value of these investments, including, but not limited to, the term and nature of the investment, local market conditions, values for comparable securities, current and projected operating performance, exit strategies, financing transactions subsequent to the acquisition of the investment and a discount for certain investments that have lock-up restrictions or other features that indicate a discount to fair value is warranted. For further details on the carrying value of these investments refer to Note 9—“Investment Securities" of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
(4)Investments classified as other equity securities (fair value accounting) represent shares held in public companies as a result of exercising public equity warrant assets and direct equity investments in public companies held by our consolidated funds. Effective January 1, 2018 we adopted ASU 2016-01 Recognition and Measurement of Financial Assets and Financial Liabilities, which requires equity securities to be measured at fair value with changes in the fair value recognized through net income. Prior to January 1, 2018, we reported equity securities in public companies that we held as a result of exercising public equity warrant assets in available-for-sale securities. These equity securities are reported in non-marketable and other equity securities.


(5)
The following table shows the carrying value and our ownership percentage of each investment at December 31, 2019, 2018 and 2017 (equity method accounting):
  December 31, 2019 December 31, 2018 December 31, 2017
(Dollars in thousands) 
Carrying value  
(as reported)
 
Amount attributable     
to SVBFG
 
Carrying value  
(as reported)
 
Amount attributable     
to SVBFG
 
Carrying value  
(as reported)
 
Amount attributable     
to SVBFG
Venture capital and private equity fund investments:            
Strategic Investors Fund II, LP $3,612
 $3,387
 $4,670
 $4,366
 $6,342
 $5,971
Strategic Investors Fund III, LP 15,668
 12,701
 17,396
 14,059
 18,758
 15,211
Strategic Investors Fund IV, LP 27,064
 22,780
 28,974
 24,388
 25,551
 21,739
Strategic Investors Fund V funds 46,830
 24,586
 28,189
 14,799
 16,856
 8,849
CP II, LP (i) 5,907
 3,567
 7,122
 4,308
 6,700
 4,056
Other venture capital and private equity fund investments 116,286
 64,382
 43,134
 21,001
 15,602
 8,849
 Total venture capital and private equity fund investments $215,367
 $131,403
 $129,485
 $82,921
 $89,809
 $64,675
Debt funds:            
Gold Hill Capital 2008, LP (ii) $5,525
 $5,525
 $3,901
 $3,901
 $18,690
 $18,690
Other debt funds 1,746
 1,746
 1,925
 1,925
 2,493
 2,493
Total debt funds $7,271
 $7,271
 $5,826
 $5,826
 $21,183
 $21,183
Other investments:            
SPD Silicon Valley Bank Co., Ltd. $74,190
 $74,190
 $76,412
 $76,412
 $75,337
 $75,337
Other investments 78,673
 78,673
 45,309
 45,309
 35,861
 35,861
Total other investments $152,863
 $152,863
 $121,721
 $121,721
 $111,198
 $111,198
 
(i)On January 3, 2017, the other private equity fund was closed resulting
Our ownership includes direct ownership interest of 1.3 percent and indirect ownership interest of 3.8 percent through our investments in an immaterial impact on the Company's financial statements.Strategic Investors Fund II, LP.
(2)(ii)
The following table showsOur ownership includes direct ownership interest of 11.5 percent in the amountsfund and an indirect interest in the fund through our investment in Gold Hill Capital 2008, LLC of other venture capital investments held by the following consolidated funds and amounts attributable to SVBFG for each fund at December 31, 2017, 2016 and 2015:4.0 percent.
  December 31,
  2017 2016 2015
(Dollars in thousands) Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 Carrying value  
(as reported)
 Amount attributable  
to SVBFG
CP I, LP $919
 $99
 $2,040
 $218
 $2,040
 $218
Total other venture capital investments $919
 $99
 $2,040
 $218
 $2,040
 $218
(3)Investments classified as other securities (fair value accounting) represent direct equity investments in public companies held by our consolidated funds.
(4)
The following table shows the amounts of our other investments (equity method accounting) at December 31, 2017, 2016 and 2015:
  December 31,
  2017 2016 2015
(Dollars in thousands) Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 Carrying value  
(as reported)
 Amount attributable  
to SVBFG
 Carrying value  
(as reported)
 Amount attributable  
to SVBFG
Other investments: 
          
SPD Silicon Valley Bank Co., Ltd. $75,337
 $75,337
 $75,296
 $75,296
 $78,799
 $78,799
Other investments 35,861
 35,861
 48,218
 48,218
 39,733
 39,733
Total other investments $111,198
 $111,198
 $123,514
 $123,514
 $118,532
 $118,532
(5)
These represent venture capital and private equity fund investments recorded at cost for which we recognize distributions or returns received from net accumulated earnings of the investee since the date of acquisition as income. As a result of new accounting standards for financial instruments (see "Recent Accounting Pronouncements" in Note 2 - "Summary of Significant Accounting Policies" of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details), which will be adopted in the first quarter of 2018, these investments will be re-measured at fair value and the difference between cost and fair value will be recorded as a cumulative-effect adjustment to opening retained earnings as of January 1, 2018. As of December 31, 2017, the fair value of these investments was $201.7 million. Any subsequent changes in the fair value of these investments will be recorded as unrealized gains or losses in our consolidated statements of income.

Volcker Rule


On June 6, 2017, we received notice that the Board of Governors of the Federal Reserve approved the Company’s application for an extension of the permitted conformance period for the Company’s investments in “illiquid” covered funds. The approval extends the deadline by which the Company must sell, divest, restructure or otherwise conform such investments to the provisions

of the Volcker Rule until the earlier of (i) July 21, 2022 or (ii) the date by which each fund matures by its terms or is otherwise conformed to the Volcker Rule.

As implemented under the Dodd-Frank Wall Street Reform and Consumer Protection Act, the Volcker Rule prohibits, subject to certain exceptions, a banking entity, such as the Company, from sponsoring or investing in covered funds, defined to include many venture capital and private equity funds. As noted above, the Company currently maintains certain investments in “illiquid” funds that woulddeemed to be prohibited but are now held under the approved extension. Ascovered fund investments, which as of December 31, 2017, such investments2019, had an estimated aggregate carrying value of approximately $153 million (and an aggregateand fair value of approximately $253 million). See$213 million. (For more information about the Volcker Rule, see "Business - Supervision and Regulatory - Proprietary Trading and Certain Relationships with Hedge Funds and Private EquityCertain Funds" under Part I, Item I of this report.)
Loans
The following table details the composition of the loan portfolio, net of unearned income, as of the five most recent year-ends:

 December 31, December 31,
(Dollars in thousands) 2017 2016 2015 2014 2013 2019 2018 2017 2016 2015
Commercial loans:                    
Software/internet (1) $6,172,531
 $5,627,031
 $5,437,915
 $4,954,676
 $4,102,636
 $6,199,548
 $6,154,755
 $6,172,531
 $5,627,031
 $5,437,915
Hardware (1) 1,193,599
 1,180,398
 1,071,528
 1,131,006
 1,213,032
 1,371,159
 1,234,557
 1,193,599
 1,180,398
 1,071,528
Private equity/venture capital 9,952,377
 7,691,148
 5,467,577
 4,582,906
 2,386,054
 17,801,324
 14,110,560
 9,952,377
 7,691,148
 5,467,577
Life science/healthcare (1) 1,808,827
 1,853,004
 1,710,642
 1,289,904
 1,170,220
 2,368,048
 2,385,612
 1,808,827
 1,853,004
 1,710,642
Premium wine 204,105
 200,156
 201,175
 187,568
 149,841
 267,487
 249,266
 204,105
 200,156
 201,175
Other (1) 365,724
 393,551
 312,278
 234,551
 288,904
 420,555
 321,978
 365,724
 393,551
 312,278
Total commercial loans 19,697,163
 16,945,288
 14,201,115
 12,380,611
 9,310,687
 28,428,121
 24,456,728
 19,697,163
 16,945,288
 14,201,115
Real estate secured loans:                    
Premium wine (2) 669,053
 678,166
 646,120
 606,753
 514,993
 820,730
 710,397
 669,053
 678,166
 646,120
Consumer loans (3) 2,300,506
 1,926,968
 1,544,440
 1,118,115
 873,255
 3,286,737
 2,612,971
 2,300,506
 1,926,968
 1,544,440
Other 42,068
 43,487
 44,830
 39,651
 30,743
 38,880
 40,435
 42,068
 43,487
 44,830
Total real estate secured loans 3,011,627
 2,648,621
 2,235,390
 1,764,519
 1,418,991
 4,146,347
 3,363,803
 3,011,627
 2,648,621
 2,235,390
Construction loans (4) 68,546
 64,671
 78,682
 78,626
 76,997
 100,219
 97,077
 68,546
 64,671
 78,682
Consumer loans 328,980
 241,364
 226,883
 160,520
 99,711
 489,949
 420,672
 328,980
 241,364
 226,883
Total loans, net of unearned income (5)(6) $23,106,316
 $19,899,944
 $16,742,070
 $14,384,276
 $10,906,386
 $33,164,636
 $28,338,280
 $23,106,316
 $19,899,944
 $16,742,070
 
(1)Due to the diverse nature of energy and resource innovation products and services, for our loan-related reporting purposes, ERI-related loans are reported under our software/internet, hardware, life science/healthcare and other commercial loan categories, as applicable.
(2)
Included in our premium wine portfolio are gross construction loans of $83 million, $99 million, $100 million, $110 million, $121 million, $112$110 million and $112$121 million at December 31, 20172019, 20162018, 20152017, 20142016 and 20132015, respectively.
(3)
Consumer loans secured by real estate at December 31, 20172019, 20162018, 20152017, 20142016 and 20132015 were comprised of the following:
 December 31, December 31,
(Dollars in thousands) 2017 2016 2015 2014 2013 2019 2018 2017 2016 2015
Loans for personal residence $1,995,840
 $1,655,349
 $1,312,818
 $918,629
 $685,327
 $2,829,880
 $2,251,292
 $1,995,840
 $1,655,349
 $1,312,818
Loans to eligible employees 243,118
 199,291
 156,001
 133,568
 121,548
 401,396
 290,194
 243,118
 199,291
 156,001
Home equity lines of credit 61,548
 72,328
 75,621
 65,918
 66,380
 55,461
 71,485
 61,548
 72,328
 75,621
Consumer loans secured by real estate $2,300,506
 $1,926,968
 $1,544,440
 $1,118,115
 $873,255
 $3,286,737
 $2,612,971
 $2,300,506
 $1,926,968
 $1,544,440
(4)Construction loans consist of qualified affordable housing project loans made to fulfill our responsibilities under the Community Reinvestment Act and are primarily secured by real estate.
(5)
Unearned income, net of deferred costs, was $148$163 million,, $125 $173 million,, $115 $148 million,, $104 $125 million and $89$115 million in 2019, 2018, 2017,, 2016, 2015, 2014 and 2013,2015, respectively.

(6)
Included within our total loan portfolio are credit card loans of $270$395 million, $335 million, $270 million, $224 million, $177 million, $131$224 million, and $85$177 million at December 31, 2019, 2018, 2017,, 2016, 2015, 2014 and 2013,2015, respectively, and primarily represent corporate credit cards.
Both commercial and consumer loans increased from December 31, 20162018 to December 31, 20172019 with the largest increases coming from our private equity/venture capital software/internet and consumer real estate industry segments. The growth from our private equity/venture capital clients increasewas due to increased utilization from our capital call lines of credit and the growth in our software/internet segment came primarily from growth in our Accelerator practice. The growth in our consumer real estate camesegment was reflective primarily from our Private Bank.of healthy new client acquisition.

Loan Concentration
Loan concentrations may exist when there are borrowers engaged in similar activities or types of loans extended to a diverse group of borrowers that could cause those borrowers or portfolios to be similarly impacted by economic or other conditions. A substantial percentage of our loans are commercial in nature. The breakdown of total gross loans and total loans as a percentage of gross loans by industry sector is as follows:
 December 31, December 31,
 2017 2016 2019 2018
(Dollars in thousands) Amount Percentage  Amount Percentage  Amount Percentage  Amount Percentage 
Commercial loans:                
Software/internet $6,232,725
 26.8% $5,668,578
 28.3% $6,255,866
 18.8% $6,209,978
 21.8%
Hardware 1,200,900
 5.2
 1,189,114
 5.9
 1,381,025
 4.1
 1,245,800
 4.4
Private equity/venture capital 9,961,121
 42.8
 7,747,911
 38.7
 17,817,390
 53.5
 14,118,132
 49.5
Life science/healthcare 1,867,960
 8.0
 1,866,685
 9.3
 2,427,680
 7.2
 2,461,076
 8.6
Premium wine 204,257
 0.9
 201,634
 1.0
 267,739
 0.8
 249,316
 0.9
Other 379,431
 1.6
 396,458
 2.0
 442,469
 1.3
 346,747
 1.2
Commercial loans 19,846,394
 85.3
 17,070,380
 85.2
 28,592,169
 85.7
 24,631,049
 86.4
Real estate secured loans:                
Premium wine 670,112
 2.9
 678,745
 3.5
 821,837
 2.5
 711,237
 2.5
Consumer loans 2,297,857
 9.9
 1,925,620
 9.6
 3,283,445
 9.9
 2,609,645
 9.2
Other 42,230
 0.2
 43,807
 0.2
 38,997
 0.1
 40,627
 0.1
Real estate secured loans 3,010,199
 13.0
 2,648,172
 13.3
 4,144,279
 12.5
 3,361,509
 11.8
Construction loans 69,108
 0.3
 64,957
 0.3
 100,978
 0.3
 98,034
 0.3
Consumer loans 328,452
 1.4
 241,153
 1.2
 490,278
 1.5
 420,720
 1.5
Total gross loans $23,254,153
 100.0% $20,024,662
 100.0% $33,327,704
 100.0% $28,511,312
 100.0%



The following table provides a summary of gross loans by size and category. The breakout of the categories is based on total client balances (individually or in the aggregate) as of December 31, 20172019:
 December 31, 2017 December 31, 2019
(Dollars in thousands) 
Less than
Five Million
 
Five to Ten
Million
 
Ten to Twenty
Million
  Twenty to Thirty Million 
 Thirty Million  
or More
 Total 
Less than
Five Million
 
Five to Ten
Million
 
Ten to Twenty
Million
  Twenty to Thirty Million 
 Thirty Million  
or More
 Total
Commercial loans:                        
Software/internet $1,558,717
 $974,959
 $1,545,194
 $1,190,247
 $963,608
 $6,232,725
 $1,565,277
 $893,496
 $1,419,850
 $1,065,751
 $1,311,492
 $6,255,866
Hardware 258,586
 138,254
 253,978
 217,425
 332,657
 1,200,900
 331,064
 103,903
 323,595
 221,529
 400,934
 1,381,025
Private equity/venture capital 697,427
 807,596
 1,617,121
 1,142,818
 5,696,159
 9,961,121
 1,051,650
 1,101,597
 2,575,482
 2,029,547
 11,059,114
 17,817,390
Life science/healthcare 321,738
 450,445
 576,926
 313,656
 205,195
 1,867,960
 346,573
 372,821
 626,389
 429,419
 652,478
 2,427,680
Premium wine 60,663
 37,845
 64,062
 32,423
 9,264
 204,257
 76,133
 55,046
 49,180
 57,036
 30,344
 267,739
Other 149,825
 23,096
 103,989
 25,599
 76,922
 379,431
 375,862
 6,149
 26,709
 
 33,749
 442,469
Commercial loans 3,046,956
 2,432,195
 4,161,270
 2,922,168
 7,283,805
 19,846,394
 3,746,559
 2,533,012
 5,021,205
 3,803,282
 13,488,111
 28,592,169
Real estate secured loans:                        
Premium wine 150,563
 187,272
 220,062
 89,561
 22,654
 670,112
 173,090
 212,343
 232,706
 91,433
 112,265
 821,837
Consumer loans 1,989,973
 224,825
 83,059
 
 
 2,297,857
 2,716,617
 295,045
 169,102
 20,180
 82,501
 3,283,445
Other 7,763
 
 14,134
 20,333
 
 42,230
 7,244
 
 31,753
 
 
 38,997
Real estate secured loans 2,148,299
 412,097
 317,255
 109,894
 22,654
 3,010,199
 2,896,951
 507,388
 433,561
 111,613
 194,766
 4,144,279
Construction loans 12,178
 34,029
 
 22,901
 
 69,108
 5,382
 22,670
 24,675
 48,251
 
 100,978
Consumer loans 146,395
 49,921
 17,120
 78,742
 36,274
 328,452
 209,765
 82,225
 41,428
 73,133
 83,727
 490,278
Total gross loans $5,353,828
 $2,928,242
 $4,495,645
 $3,133,705
 $7,342,733
 $23,254,153
 $6,858,657
 $3,145,295
 $5,520,869
 $4,036,279
 $13,766,604
 $33,327,704
At December 31, 2017,2019, gross loans equal to or greater than $20 million to any single client (individually or in the aggregate) totaled $10.5$17.8 billion,, or 45.353.4 percent of our portfolio. These loans represented 277397 clients, and of these loans, $52$37.3 million were on nonaccrual status as of December 31, 2017.2019.
The following table provides a summary of gross loans by size and category. The breakout of the categories is based on total client balances (individually or in the aggregate) as of December 31, 20162018:
 December 31, 2016 December 31, 2018
(Dollars in thousands) 
Less than
Five Million
 
Five to Ten
Million
 
 
Ten to Twenty
Million
  Twenty to Thirty Million 
Thirty Million
or More
 Total 
Less than
Five Million
 
Five to Ten
Million
 
Ten to Twenty
Million
  Twenty to Thirty Million 
Thirty Million
or More
 Total
Commercial loans:                        
Software/internet $1,317,707
 $779,986
 $1,657,760
 $1,021,486
 $891,639
 $5,668,578
 $1,515,096
 $918,647
 $1,520,634
 $1,221,250
 $1,034,351
 $6,209,978
Hardware 252,339
 160,534
 223,781
 244,988
 307,472
 1,189,114
 292,022
 152,061
 196,763
 386,288
 218,666
 1,245,800
Private equity/venture capital 635,838
 668,998
 1,182,427
 888,916
 4,371,732
 7,747,911
 836,894
 1,012,605
 2,120,918
 2,135,279
 8,012,436
 14,118,132
Life science/healthcare 328,942
 372,171
 457,833
 420,580
 287,159
 1,866,685
 273,075
 477,046
 645,895
 410,127
 654,933
 2,461,076
Premium wine 76,400
 25,209
 76,609
 15,902
 7,514
 201,634
 70,573
 55,852
 48,656
 65,035
 9,200
 249,316
Other 124,650
 40,950
 61,228
 26,320
 143,310
 396,458
 246,011
 18,921
 10,911
 70,904
 
 346,747
Commercial loans 2,735,876
 2,047,848
 3,659,638
 2,618,192
 6,008,826
 17,070,380
 3,233,671
 2,635,132
 4,543,777
 4,288,883
 9,929,586
 24,631,049
Real estate secured loans:                        
Premium wine 151,759
 172,975
 229,750
 101,387
 22,874
 678,745
 168,130
 173,882
 263,093
 83,945
 22,187
 711,237
Consumer loans 1,664,432
 196,345
 64,843
 
 
 1,925,620
 2,258,479
 239,400
 111,766
 
 
 2,609,645
Other 8,014
 
 14,660
 21,133
 
 43,807
 7,506
 
 33,121
 
 
 40,627
Real estate secured loans 1,824,205
 369,320
 309,253
 122,520
 22,874
 2,648,172
 2,434,115
 413,282
 407,980
 83,945
 22,187
 3,361,509
Construction loans 23,976
 6,685
 14,016
 20,280
 
 64,957
 7,076
 15,064
 75,894
 
 
 98,034
Consumer loans 99,119
 29,092
 9,473
 29,089
 74,380
 241,153
 148,391
 55,401
 51,409
 93,690
 71,829
 420,720
Total gross loans $4,683,176
 $2,452,945
 $3,992,380
 $2,790,081
 $6,106,080
 $20,024,662
 $5,823,253
 $3,118,879
 $5,079,060
 $4,466,518
 $10,023,602
 $28,511,312
At December 31, 20162018, gross loans equal to or greater than $20 million to any single client (individually or in the aggregate) totaled $8.914.5 billion, or 44.450.8 percent of our portfolio. These loans represented 233361 clients, and of these loans, $80$27.5 million were on nonaccrual status as of December 31, 20162018.

The credit profile of our loan portfolio clients varies based on the nature of the lending we do for different market segments. Our three main market segments are (i) technology (software/internet and hardware) and life science/healthcare, (ii) private equity/venture capital and (iii) SVB Private Bank.

(i) Technology and Life Science/Healthcare
Our technology and life science/healthcare loan portfolios include loans to clients at the various stages of their life cycles and represent the largest segments of our loan portfolio. The primary underwriting method for our technology and life science/healthcare portfolios are classified as investor dependent, balance sheet dependent or cash flow dependent.


Investor dependent loans represented a relatively small percentage of our overall portfolio at 1110 percent of total gross loans at both December 31, 20172019 and 11 percent at December 31, 2016.2018. These loans are made to companies in both our Accelerator (early-stage) and Growth practices. Investor dependent loans typically have modest or negative cash flows and no established record of profitable operations. Repayment of these loans may be dependent upon receipt by borrowers of additional equity financing from venture capital firms or others, or in some cases, a successful sale to a third party or an IPO. Venture capital firms may provide financing selectively, at reduced amounts, or on less favorable terms, which may have an adverse effect on our borrowers' ability to repay their loans to us. When repayment is dependent upon the next round of venture investment and there is an indication that further investment is unlikely or will not occur, it is often likely that the company would need to be sold to repay the debt in full. If reasonable efforts have not yielded a likely buyer willing to repay all debt at the close of the sale or on commercially viable terms, the account will most likely be deemed to be impaired.


Balance sheet dependent loans, which includes asset-based loans, represented 10seven percent of total gross loans at December 31, 20172019 compared to 13eight percent at December 31, 2016.2018. Balance sheet dependent loans are structured to require constant current asset coverage (i.e. cash, cash equivalents, accounts receivable and, to a much lesser extent, inventory) in an amount that exceeds the outstanding debt. These loans are generally made to companies in our Growth and Corporate Finance practices. Our asset-based lending, which includes working capital lines and accounts receivable financing, both represented threetwo and one percent of total gross loans atas of both December 31, 20172019 and five percent and two percent of total gross loans at December 31, 2016,2018, respectively. The repayment of these arrangements is dependent on the financial condition, and payment ability, of third parties with whom our clients do business.


Cash flow dependent loans, which include sponsored buyout lending, represents approximately 19represented 14 percent of total gross loans at December 31, 2017,2019, compared to 2216 percent of total gross loans at December 31, 2016.2018. Cash flow dependent loans require the borrower to maintain cash flow from operations that is sufficient to service all debt. Borrowers must demonstrate normalized cash flow in excess of all fixed charges associated with operating the business. Sponsored buyout loans represented ninesix percent of total gross loans at December 31, 2017,2019, compared to 11eight percent of total gross loans at December 31, 2016.2018. These loans are typically used to assist a select group of experienced private equity sponsors with the acquisition of businesses, are larger in size, and repayment is generally dependent upon the cash flows of the acquired company. The acquired companies are typically established, later-stage businesses of scale and characterized by reasonable levels of leverage and loan structures that include meaningful financial covenants. The sponsor's equity contribution is often 50 percent or more of the acquisition price.


(ii) Private Equity/Venture Capital
We also provide financial services to clients in the private equity/venture capital community. At December 31, 2017,2019, our lending to private equity/venture capital firms and funds represented 4354 percent of total gross loans, compared to 3950 percent of total gross loans at December 31, 2016.2018. The vast majority of this portfolio consists of capital call lines of credit, the repayment of which is dependent on the payment of capital calls by the underlying limited partner investors in the funds managed by these firms. These facilities are generally governed by meaningful financial covenants oriented towards ensuring that the funds' remaining callable capital is sufficient to repay the loan, and larger commitments (typically provided to larger private equity funds) are often secured by an assignment of the general partner's right to call capital from the fund's limited partner investors.


(iii) SVB Private Bank
Our SVB Private Bank clients are primarily private equity/venture capital professionals and executive leaders of the innovation companies. Our lending to SVB Private Bank clients represented 11 percent of total gross loans at both December 31, 20172019 and December 31, 2016.2018. Many of these clients have mortgages, which represented 8587 percent of this portfolio at December 31, 2017;2019; the balance of this portfolio consisted of home equity lines of credit, restricted stock purchase loans, capital call lines of credit and other secured and unsecured lending.



State Concentrations
Approximately 31 percent and 1027 percent of our outstanding total gross loan balances as of December 31, 20172019 were to borrowers based in California and New York, respectively, compared to 33 percent and 1128 percent as of December 31, 2016.2018. As of December 31, 2019, borrowers in New York decreased to nine percent of our outstanding gross loan balances compared to 10 percent as of December 31, 2018. Other than California and New York,as of December 31, 2019, there are no states with gross loan balances greater than or equal to 10 percent.


See generally "Risk Factors—Credit Risks" set forth under Part I, Item 1A of this report.



As of December 31, 2017, 912019, 93 percent, or $21.2$30.9 billion, of our outstanding total gross loans were variable-rate loans that adjust at a prescribed measurement date upon a change in our prime-lending rate or other variable indices, compared to 8993 percent, or $17.8$26.4 billion, as of December 31, 2016.2018. The following table sets forth the remaining contractual maturity distribution of our gross loans by industry sector at December 31, 2017,2019, for fixed and variable rate loans:
 Remaining Contractual Maturity of Gross Loans Remaining Contractual Maturity of Gross Loans
(Dollars in thousands) One Year or Less After One Year and Through Five Years After Five Years Total One Year or Less After One Year and Through Five Years After Five Years Total
Fixed-rate loans:                
Commercial loans:                
Software/internet $258,226
 $348,368
 $23,008
 $629,602
 $338,416
 $194,091
 $6
 $532,513
Hardware 31,489
 41,574
 
 73,063
 40,381
 15,374
 
 55,755
Private equity/venture capital 11,352
 11,310
 18,083
 40,745
 13,173
 43,710
 4,800
 61,683
Life science/healthcare 46,936
 98,136
 
 145,072
 69,265
 84,065
 75
 153,405
Premium wine 2,791
 10,340
 1,507
 14,638
 2,313
 10,376
 7,726
 20,415
Other 136,405
 2,033
 
 138,438
 387,359
 612
 
 387,971
Total commercial loans 487,199
 511,761
 42,598
 1,041,558
 850,907
 348,228
 12,607
 1,211,742
Real estate secured loans:                
Premium wine 10,572
 178,900
 360,201
 549,673
 49,545
 174,329
 498,097
 721,971
Consumer loans 
 7,925
 297,171
 305,096
 
 9,014
 344,920
 353,934
Other 
 3,025
 39,205
 42,230
 
 21,494
 17,503
 38,997
Total real estate secured loans 10,572
 189,850
 696,577
 896,999
 49,545
 204,837
 860,520
 1,114,902
Construction loans 42,785
 21,127
 4,113
 68,025
 90,290
 4,864
 5,805
 100,959
Consumer loans 8,524
 10,072
 
 18,596
 829
 6,111
 2,683
 9,623
Total fixed-rate loans $549,080
 $732,810
 $743,288
 $2,025,178
 $991,571
 $564,040
 $881,615
 $2,437,226
                
Variable-rate loans:                
Commercial loans:                
Software/internet $1,204,683
 $4,299,072
 $99,368
 $5,603,123
 $1,369,995
 $4,268,125
 $85,233
 $5,723,353
Hardware 279,425
 716,596
 131,816
 1,127,837
 278,227
 947,156
 99,887
 1,325,270
Private equity/venture capital 9,418,522
 426,295
 75,559
 9,920,376
 17,359,728
 345,226
 50,753
 17,755,707
Life science/healthcare 114,515
 1,587,468
 20,905
 1,722,888
 128,182
 2,117,839
 28,254
 2,274,275
Premium wine 145,273
 44,346
 
 189,619
 121,568
 121,558
 4,198
 247,324
Other 66,651
 174,342
 
 240,993
 8,096
 46,402
 
 54,498
Total commercial loans 11,229,069
 7,248,119
 327,648
 18,804,836
 19,265,796
 7,846,306
 268,325
 27,380,427
Real estate secured loans:                
Premium wine 5,550
 49,129
 65,760
 120,439
 1,555
 59,037
 39,274
 99,866
Consumer loans 2,065
 12,179
 1,978,517
 1,992,761
 7,399
 17,076
 2,905,036
 2,929,511
Other 
 
 
 
 
 
 
 
Total real estate secured loans 7,615
 61,308
 2,044,277
 2,113,200
 8,954
 76,113
 2,944,310
 3,029,377
Construction loans 
 1,083
 
 1,083
 19
 
 
 19
Consumer loans 89,898
 166,634
 53,324
 309,856
 140,312
 153,589
 186,754
 480,655
Total variable-rate loans 11,326,582
 7,477,144
 2,425,249
 21,228,975
 19,415,081
 8,076,008
 3,399,389
 30,890,478
Total gross loans $11,875,662
 $8,209,954
 $3,168,537
 $23,254,153
 $20,406,652
 $8,640,048
 $4,281,004
 $33,327,704
Upon maturity, loans satisfying our credit quality standards may be eligible for renewal. Such renewals are subject to the normal underwriting and credit administration practices associated with new loans. We do not grant loans with unconditional extension terms.

Loan Administration
The Credit Committee of our Board of Directors oversees our credit risks and strategies, as well as our key credit policies and lending practices.
Subject to the oversight of the Credit Committee, lending authority is delegated to the Chief Credit Officer and our management's Loan Committee, which consists of the Chief Credit Officer and other senior members of our lending management. Requests for new and existing credit extensions that meetmanagement based on certain size and underwriting criteria may be approved outside of our Loan Committee by designated senior lenders or jointly with a senior credit officer or division risk manager.criteria.
Credit Quality Indicators
AtAs of December 31, 2017,2019 and December 31, 2018, our total criticized loans and impaired loans represented three and four percent of our total gross loans, as compared to six percent of our total gross loans at December 31, 2016.respectively. Criticized loans and impaired loans to early-stage clients represented 22 percent and 1519 percent of our total criticized loans and impaired loan balances at December 31, 20172019 and December 31, 2016,2018, respectively. Loans to early-stage clients represent a relatively small percentage of our overall portfolio at five and six percent of total gross loans at both December 31, 20172019 and December 31, 2016.2018, respectively. It is common for an early-stage client’s remaining liquidity to fall temporarily below the threshold for a pass-rated credit during its capital-raising period for a new round of funding. Based on our experience, for most early-stage clients, this situation typically lasts one to two quarters and generally resolves itself with a subsequent round of venture funding, though there are exceptions, from time to time. As a result, we expect that each of our early-stage clients will reside in our criticized portfolio during a portion of their life cycle.

Credit Quality and Allowance for Loan Losses
The following table presents a summary of the activity for the allowance for loan losses as of the five most recent year-ends:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2014 2013 2019 2018 2017 2016 2015
Allowance for loan losses, beginning balance $225,366
 $217,613
 $165,359
 $142,886
 $110,651
 $280,903
 $255,024
 $225,366
 $217,613
 $165,359
Charge-offs:                    
Commercial loans:                    
Software/internet (45,012) (68,784) (33,246) (21,031) (8,861) (46,930) (42,315) (45,012) (68,784) (33,246)
Hardware (10,414) (13,233) (5,145) (15,265) (18,819) (10,056) (16,148) (10,414) (13,233) (5,145)
Venture capital/private equity (323) 
 
 
 
 (2,047) (112) (323) 
 
Life science/healthcare (8,210) (9,693) (7,291) (2,951) (6,010) (31,950) (6,662) (8,210) (9,693) (7,291)
Premium wine 
 
 
 (35) 
 (174) 
 
 
 
Other (1,156) (5,045) (4,990) (3,886) (8,107) (415) (2,391) (1,156) (5,045) (4,990)
Total commercial loans (65,115) (96,755) (50,672) (43,168) (41,797) (91,572) (67,628) (65,115) (96,755) (50,672)
Consumer loans (1,567) (102) (296) 
 (869) (1,031) (289) (1,567) (102) (296)
Total charge-offs (66,682) (96,857) (50,968) (43,168) (42,666) (92,603) (67,917) (66,682) (96,857) (50,968)
          
Recoveries:                    
Commercial loans:                    
Software/internet 4,649
 7,278
 1,621
 1,425
 1,934
 11,363
 5,664
 4,649
 7,278
 1,621
Hardware 487
 1,667
 3,332
 2,238
 2,677
 7,069
 1,849
 487
 1,667
 3,332
Venture capital/private equity 2,047
 13
 
 
 
Life science/healthcare 189
 1,129
 277
 374
 1,860
 267
 348
 189
 1,129
 277
Premium wine 
 
 7
 240
 170
 
 
 
 
 7
Other 1,850
 1,880
 809
 1,748
 2,995
 36
 3,275
 1,850
 1,880
 809
Total commercial loans 7,175
 11,954
 6,046
 6,025
 9,636
 20,782
 11,149
 7,175
 11,954
 6,046
Consumer loans 1,363
 258
 163
 379
 1,572
 256
 487
 1,363
 258
 163
Total recoveries 8,538
 12,212
 6,209
 6,404
 11,208
 21,038
 11,636
 8,538
 12,212
 6,209
Provision for loan losses 85,939
 95,697
 97,629
 59,486
 63,693
 94,183
 84,292
 85,939
 95,697
 97,629
Foreign currency translation adjustments 1,863
 (3,299) (616) (249) 
 1,403
 (2,132) 1,863
 (3,299) (616)
Allowance for loan losses, ending balance $255,024
 $225,366
 $217,613
 $165,359
 $142,886
 $304,924
 $280,903
 $255,024
 $225,366
 $217,613

In 2017,2019, total charge-offs decreasedincreased to $66.7$92.6 million compared to $96.9$67.9 million in 2016. The $30.2 million decrease2018. Gross loan charge-offs in total charge-offs was due2019 came primarily to venture capital market recalibration identified in 2016 relatedfrom our software/internet and life science/healthcare loan portfolios and consisted primarily toof early-stage charge-offs.clients.
The following table summarizes the allocation of the allowance for loan losses among specific classes of loans as of the five most recent year-ends:
 December 31, December 31,
 2017 2016 2015 2014 2013 2019 2018 2017 2016 2015
(Dollars in thousands) ALLL Amount Percent of Total Loans (1) ALLL Amount Percent of Total Loans (1) ALLL Amount Percent of Total Loans (1) ALLL Amount Percent of Total Loans (1) ALLL Amount Percent of Total Loans (1) ALL Amount Percent of Total Loans (1) ALL Amount Percent of Total Loans (1) ALL Amount Percent of Total Loans (1) ALL Amount Percent of Total Loans (1) ALL Amount Percent of Total Loans (1)
Commercial loans:                                        
Software/internet $96,104
 26.8% $97,388
 28.3% $103,045
 32.5% $80,981
 34.5% $64,084
 37.7% $100,223
 18.8% $103,567
 21.8% $96,104
 26.8% $97,388
 28.3% $103,045
 32.5%
Hardware 27,614
 5.2
 31,166
 5.9
 23,085
 6.4
 25,860
 7.9
 36,553
 11.1
 19,644
 4.1
 19,725
 4.4
 27,614
 5.2
 31,166
 5.9
 23,085
 6.4
Private equity/venture capital 82,468
 42.8
 50,299
 38.7
 35,282
 32.7
 27,997
 31.9
 16,385
 21.9
 115,805
 53.5
 98,581
 49.5
 82,468
 42.8
 50,299
 38.7
 35,282
 32.7
Life science/healthcare 24,924
 8.0
 25,446
 9.3
 36,576
 10.2
 15,208
 9.0
 11,926
 10.7
 39,245
 7.2
 32,180
 8.6
 24,924
 8.0
 25,446
 9.3
 36,576
 10.2
Premium wine 3,532
 3.8
 4,115
 4.5
 5,205
 5.1
 4,473
 5.5
 3,914
 6.1
 5,148
 3.3
 3,355
 3.4
 3,532
 3.8
 4,115
 4.5
 5,205
 5.1
Other 3,941
 2.1
 4,768
 2.5
 4,252
 2.6
 3,253
 2.4
 3,680
 3.7
 3,353
 1.7
 3,558
 1.7
 3,941
 2.1
 4,768
 2.5
 4,252
 2.6
Total commercial loans 238,583
 88.7
 213,182
 89.2
 207,445
 89.5
 157,772
 91.2
 136,542
 91.2
 283,418
 88.6
 260,966
 89.4
 238,583
 88.7
 213,182
 89.2
 207,445
 89.5
Consumer loans 16,441
 11.3
 12,184
 10.8
 10,168
 10.5
 7,587
 8.8
 6,344
 8.8
 21,506
 11.4
 19,937
 10.6
 16,441
 11.3
 12,184
 10.8
 10,168
 10.5
Total $255,024
 100.0% $225,366
 100.0% $217,613
 100.0% $165,359
 100.0% $142,886
 100.0% $304,924
 100.0% $280,903
 100.0% $255,024
 100.0% $225,366
 100.0% $217,613
 100.0%
 
(1)Represents loan balances as a percentage of total gross loans at each respective year-end.



Nonperforming Assets
Nonperforming assets consist of loans on nonaccrual status, loans past due 90 days or more still accruing interest, and Other Real Estate Owned (“OREO”) and other foreclosed assets. We measure all loans placed on nonaccrual status for impairment based on the fair value of the underlying collateral or the net present value of the expected cash flows. The table below sets forth certain data and ratios between nonperforming loans, nonperforming assets and the allowance for loan losses:
 December 31, December 31,
(Dollars in thousands) 2017 2016 2015 2014 2013 2019 2018 2017 2016 2015
Gross nonperforming, past due, and restructured loans:                    
Nonaccrual loans $119,259
 $118,979
 $123,392
 $38,137
 $51,649
 $102,669
 $94,142
 $119,259
 $118,979
 $123,392
Loans past due 90 days or more still accruing interest 191
 33
 
 1,302
 99
 3,515
 1,964
 191
 33
 
Total nonperforming loans 119,450
 119,012
 123,392
 39,439
 51,748
 106,184
 96,106
 119,450
 119,012
 123,392
OREO and other foreclosed assets 
 
 
 561
 1,001
 
 
 
 
 
Total nonperforming assets $119,450
 $119,012
 $123,392
 $40,000
��$52,749
 $106,184
 $96,106
 $119,450
 $119,012
 $123,392
Performing TDRs $71,468
 $33,732
 $10,635
 $587
 $403
 $31,990
 $31,639
 $71,468
 $33,732
 $10,635
Nonperforming loans as a percentage of total gross loans 0.51% 0.59% 0.73% 0.27% 0.47% 0.32% 0.34% 0.51% 0.59% 0.73%
Nonperforming assets as a percentage of total assets 0.23
 0.27
 0.28
 0.10
 0.20
 0.15
 0.17
 0.23
 0.27
 0.28
Allowance for loan losses $255,024
 $225,366
 $217,613
 $165,359
 $142,886
 $304,924
 $280,903
 $255,024
 $225,366
 $217,613
As a percentage of total gross loans 1.10% 1.13% 1.29% 1.14% 1.30% 0.91% 0.99% 1.10% 1.13% 1.29%
As a percentage of total gross nonperforming loans 213.50
 189.36
 176.36
 419.28
 276.12
 287.17
 292.28
 213.50
 189.36
 176.36
Allowance for loan losses for nonaccrual loans $41,793
 $37,277
 $51,844
 $15,051
 $21,277
 $44,859
 $37,941
 $41,793
 $37,277
 $51,844
As a percentage of total gross loans 0.18% 0.19% 0.31% 0.10% 0.19% 0.13% 0.13% 0.18% 0.19% 0.31%
As a percentage of total gross nonperforming loans 34.99
 31.32
 42.02
 38.16
 41.12
 42.25
 39.48
 34.99
 31.32
 42.02
Allowance for loan losses for total gross performing loans $213,231
 $188,089
 $165,769
 $150,308
 $121,609
 $260,065
 $242,962
 $213,231
 $188,089
 $165,769
As a percentage of total gross loans 0.92% 0.94% 0.98% 1.04% 1.11% 0.78% 0.85% 0.92% 0.94% 0.98%
As a percentage of total gross performing loans 0.92
 0.94
 0.99
 1.04
 1.11
 0.78
 0.86
 0.92
 0.94
 0.99
Total gross loans $23,254,153
 $20,024,662
 $16,857,131
 $14,488,766
 $10,995,268
 $33,327,704
 $28,511,312
 $23,254,153
 $20,024,662
 $16,857,131
Total gross performing loans 23,134,703
 19,905,650
 16,733,739
 14,449,327
 10,943,520
 33,221,520
 28,415,206
 23,134,703
 19,905,650
 16,733,739
Allowance for unfunded credit commitments (1) 51,770
 45,265
 34,415
 36,419
 29,983
 67,656
 55,183
 51,770
 45,265
 34,415
As a percentage of total unfunded credit commitments 0.30% 0.27% 0.22% 0.25% 0.26% 0.28% 0.29% 0.30% 0.27% 0.22%
Total unfunded credit commitments (2) $17,462,537
 $16,743,196
 $15,614,359
 $14,705,785
 $11,470,722
 $24,521,920
 $18,913,021
 $17,462,537
 $16,743,196
 $15,614,359
 
(1)
The “Allowance“allowance for unfunded credit commitments” is included as a component of “other liabilities”.other liabilities and any provision is included in the "Provision for credit losses" in the statement of income. See “Provision for Unfunded Credit Commitments”Losses” for a discussion of the changes to the reserve.allowance.
(2)
Includes unfunded loan commitments and letters of credit.
Our allowance for loan losses as a percentage of total gross loans decreased three8 basis points to 1.100.91 percent at December 31, 2017,2019, compared to 1.130.99 percent at December 31, 2016.2018. The decrease wasis reflective of a twoseven basis point decrease in the reserves for gross performing loans and a one basis point decrease in the reserves for nonaccrual loans.Our reserve percentage for performing loans as a percentage of total gross performing loans decreased to 0.920.78 percent at December 31, 2017,2019, compared to 0.940.86 percent at December 31, 2016,2018, reflective of the continued shift in the mix of our overall loan portfolio to our higher quality private equity/venture capital loan portfolio. Our reserve percentage for nonaccrual loans as a percentage of total gross loans decreased to 0.18remained flat at 0.13 percent at both December 31, 2017, compared to 0.19 percent at2019 and December 31, 2016, primarily as a result of charge-offs of previously reserved nonaccrual loans.2018.

Nonaccrual Loans
The following table presents a detailed composition of nonaccrual loans by industry sector as of the five most recent year-ends:
 December 31, December 31,
(Dollars in thousands) 2017
2016 2015 2014 2013 2019
2018 2017 2016 2015
Commercial loans:                    
Software/internet $78,860
 $76,605
 $77,545
 $33,287
 $27,618
 $67,155
 $66,781
 $78,860
 $76,605
 $77,545
Hardware 16,185
 6,581
 430
 2,521
 19,667
 2,143
 1,256
 16,185
 6,581
 430
Private equity/venture capital 658
 
 
 
 40
 
 3,700
 658
 
 
Life science/healthcare 20,520
 31,783
 44,107
 475
 1,278
 26,401
 17,791
 20,520
 31,783
 44,107
Premium wine 401
 491
 1,167
 1,304
 1,442
 205
 284
 401
 491
 1,167
Other 32
 403
 
 233
 690
 1,285
 411
 32
 403
 
Total commercial loans 116,656
 115,863
 123,249
 37,820
 50,735
 97,189
 90,223
 116,656
 115,863
 123,249
Consumer loans:                    
Real estate secured loans 2,181
 1,504
 143
 192
 244
 5,480
 3,919
 2,181
 1,504
 143
Other consumer loans 422
 1,612
 
 125
 670
 
 
 422
 1,612
 
Total consumer loans 2,603
 3,116
 143
 317
 914
 5,480
 3,919
 2,603
 3,116
 143
Total nonaccrual loans $119,259
 $118,979
 $123,392
 $38,137
 $51,649
 $102,669
 $94,142
 $119,259
 $118,979
 $123,392
The following table presents a summary of changes in nonaccrual loans for the years ended December 31, 20172019 and 2016:2018:
 
Year ended December 31,

 Year ended December 31,
(Dollars in thousands) 2017 2016 2019 2018
Balance, beginning of period $118,979
 $123,392
 $94,142
 $119,259
Additions 102,183
 128,338
 165,827
 85,499
Paydowns (46,825) (81,997) (101,994) (66,660)
Charge-offs (55,076) (49,622) (55,224) (43,857)
Other reductions (2) (1,132) (82) (99)
Balance, end of period $119,259
 $118,979
 $102,669
 $94,142
Our nonaccrual loan balance increased $8.5 million to $102.7 million at December 31, 2019, compared to $94.1 million at December 31, 2018. The $8.5 million increase was primarily attributable to our life science/healthcare portfolio. Our life science/healthcare nonaccrual loan portfolio increased $8.6 million primarily due to $18.3 million in new nonaccruals for three clients in our Growth practice, partially offset by $7.6 million of paydowns for two clients in our Growth practice and sponsored buyout loan portfolio and a $2.4 million decrease for one sponsored buyout loan due to partial charge-off during 2019.
Our nonaccrual loans as of December 31, 20172019 included $89.4$75.0 million from fivesix clients (three software/internet clients represented $58.8$52.0 million oneand three life science/healthcare clientclients represented $19.2 million and one hardware client represented $11.4$22.9 million). TwoOne of these loans areis a sponsored buyout loansloan that werewas added to our nonaccrual portfolio in 2015, anotherone is a Corporate FinanceGrowth client that was added during 2016in 2018 and twofour are new nonaccrual loans added during 2017 in our2019, three Growth practice.clients and one sponsored buyout loan. The total credit exposure for these fivesix largest nonaccrual loans is $89.7was $75.1 million as of December 31, 2019, for which we have specifically reserved $26.9$35.3 million.
Average nonaccrual loans for the years ended December 31, 2019, 2018, 2017, 2016 and 2015 2014 and 2013 were $160.3 million, $117.1 million, $123.8 million, $108.7 million, $80.3 million, $24.5 million and $40.8$80.3 million, respectively. The increase in average nonaccrual loans was attributable to the increase in nonaccrual loans from our software/internet and hardwarelife science/healthcare loan portfolios partially offset by a decrease in our life sciences/healthcare portfolio.portfolio related to the new nonaccruals for the clients mentioned above. If the nonaccrual loans for the years ended December 31, 2019, 2018, 2017, 2016 2015, 2014 and 20132015 had not been nonperforming, $5.6 million, $7.4 million, $7.7 million, $4.6 million $4.5 million, $1.2 million and $3.5$4.5 million, respectively, in interest income would have been recorded.



Accrued Interest Receivable and Other Assets
A summary of accrued interest receivable and other assets at December 31, 20172019 and 20162018 is as follows:
 December 31, December 31,
(Dollars in thousands) 2017 2016 % Change       2019 2018 % Change      
Derivative assets, gross (1) $232,152
 $210,070
 10.5 %
Derivative assets (1) $332,814
 $258,139
 28.9 %
Foreign exchange spot contract assets, gross 208,738
 53,058
 NM
 810,275
 152,268
 NM
Accrued interest receivable 141,773
 111,222
 27.5
 216,962
 197,927
 9.6
Net deferred tax assets 63,845
 71,840
 (11.1) 28,433
 65,433
 (56.5)
FHLB and Federal Reserve Bank stock 60,020
 57,592
 4.2
 60,258
 58,878
 2.3
Accounts receivable 55,946
 62,569
 (10.6) 47,663
 55,807
 (14.6)
Other assets 113,772
 106,337
 7.0
 248,828
 162,809
 52.8
Total accrued interest receivable and other assets $876,246
 $672,688
 30.3
 $1,745,233
 $951,261
 83.5
 
NM—Not meaningful
(1)
See “Derivatives” section below.


Foreign Exchange Spot Contract Assets
The increase of $156$658.0 million in foreign exchange spot contract assets was primarily due to a higher numberan overall increase in the amount of unsettled clientspot trades reflective of several large trades at year-end December 31, 20172019 as compared to December 31, 2016.2018.
Net Deferred Tax Assets
The decrease of $8.0$37.0 million in net deferred tax assets was primarily driven by the revaluation of our deferred tax assets incorporating the new federal tax rate relateddue to the TCJ Act, increases in the fair value of AFS equity securities and decreases in accrued expenses and the tax basis in fund investments relative to our book value. These increases were partially offset by decreasesan increase in the fair value of our AFS debt securities and section 481(a) adjustments,portfolio driven by decreases in market interest rates as well as ancompared to December 31, 2018.
Other Assets
Other assets includes various asset amounts for other operational transactions. The increase of $86.0 million was primarily due to the inclusion of SVB Leerink in our financial results, which included a $38.6 million increase from receivables. Additionally, the increase resulted from a $25.6 million increase in allowance for loan losses.current tax receivables, due to quarterly tax payments exceeding our estimated full year taxable income as of December 31, 2019 and a $15.2 million increase in merchant card receivables due to the timing of settlement.
Derivatives
Derivative instruments are recorded as a component of other assets and other liabilities on the balance sheet. The following table provides a summary of derivative assets and liabilities net at December 31, 20172019 and 20162018
 December 31, December 31,
(Dollars in thousands) 2017 2016 % Change  2019 2018 % Change 
Assets:            
Equity warrant assets $123,763
 $131,123
 (5.6)% $165,473
 $149,238
 10.9%
Foreign exchange forward and option contracts 96,636
 68,027
 42.1
 115,854
 100,402
 15.4
Client interest rate derivatives 11,753
 10,110
 16.3
 28,811
 8,499
 NM
Interest rate swaps (1) 
 810
 (100.0) 22,676
 
 
Total derivatives assets $232,152
 $210,070
 10.5
 $332,814
 $258,139
 28.9
Liabilities:            
Foreign exchange forward and option contracts $(96,641) $(54,668) 76.8
 $98,207
 $88,559
 10.9
Client interest rate derivatives (11,940) (9,770) 22.2
 14,154
 9,491
 49.1
Interest rate swaps 25,623
 
 
Total derivatives liabilities $(108,581) $(64,438) 68.5
 $137,984
 $98,050
 40.7
 
(1)On June 1, 2017, our interest rate swap was terminated upon repayment of the 6.05% Subordinated Notes.

NM—Not meaningful
Equity Warrant Assets
In connection with negotiating credit facilities and certain other services, we often obtain rights to acquire stock in the form of equity warrant assets in primarily private, venture-backed companies in the technology and life science/healthcare

industries. At December 31, 2017,2019, we held warrants in 1,8682,268 companies, compared to 1,7392,095 companies at December 31, 2016.2018. Warrants in 1420 companies each had values greater than $1.0 million and collectively represented $29.1$57.6 million, or 2434.8 percent, of the fair value of the total warrant portfolio. The change in fair value of equity warrant assets is recorded in gains on equity warrant assets, net, in noninterest income, a component of consolidated net income. The following table provides a summary of transactions and valuation changes for the years ended December 31, 20172019 and 20162018:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2019 2018
Balance, beginning of period $131,123
 $137,105
 $149,238
 $123,763
New equity warrant assets 15,201
 13,420
 16,103
 18,021
Non-cash increases in fair value 10,702
 9,710
 34,412
 36,920
Exercised equity warrant assets (28,841) (26,097) (30,778) (23,502)
Terminated equity warrant assets (4,422) (3,015) (3,502) (5,964)
Balance, end of period $123,763
 $131,123
 $165,473
 $149,238
Foreign Exchange Forward and Foreign Currency Option Contracts
We enter into foreign exchange forward contracts and foreign currency option contracts with clients involved in foreign activities, either as the purchaser or seller, depending upon the clients' need. For each forward or option contract entered into with our clients, we enter into an opposite way forward or option contract with a correspondent bank, which mitigates the risk of fluctuations in currency rates. We also enter into forward contracts with correspondent banks to economically reduce our foreign exchange exposure related to certain foreign currency denominated instruments. Net gains and losses on the revaluation of foreign currency denominated instruments are recorded in the line item "Other" as part of noninterest income, a component of consolidated net income. We have not experienced nonperformance by any of our counterparties and therefore have not incurred any related losses. Further, we anticipate performance by all counterparties. Our net exposure for foreign exchange forward and foreign currency option contracts, net of cash collateral, was zero at December 31, 2017 and $0.8$22.2 million at December 31, 2016.2019 and $20.7 million at December 31, 2018. For additional information on our foreign exchange forward contracts and foreign currency option contracts, see Note 13—16—“Derivative Financial Instruments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Client Interest Rate Derivatives
We sell interest rate contracts to clients who wish to mitigate their interest rate exposure. We economically reduce the interest rate risk from this business by entering into opposite way contracts with correspondent banks. Our net exposure for client interest rate derivative contracts, net of cash collateral, was zero at December 31, 2017 and $0.3$28.6 million at December 31, 2016.2019 and $8.7 million at December 31, 2018. For information on our client interest rate derivatives, refer to Note 13—16—“Derivative Financial Instruments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Interest Rate Swaps
To manage interest rate risk on our variable-interest rate loan portfolio, we enter into interest rate swap contracts to hedge against future changes in interest rates by using hedging instruments to lock in future cash inflows that would otherwise be impacted by movements in the market interest rates. We designate these interest rate swap contracts as cash flow hedges that qualify for hedge accounting under ASC 815 and record them in other assets and other liabilities. Our net exposure for interest rate swaps, net of cash collateral, was zero at December 31, 2019. For information on our interest rate swaps, refer to Note 16—“Derivative Financial Instruments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.

Deposits
The following table presents the composition of our deposits as of December 31, 2017, 20162019, 2018 and 2015:2017:
 December 31, December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Noninterest-bearing demand $36,655,497
 $31,975,457
 $30,867,497
 $40,841,570
 $39,103,422
 $36,655,497
Interest bearing checking and savings accounts 556,121
 375,710
 330,525
Interest-bearing checking and savings accounts 568,256
 648,468
 556,121
Money market 5,975,220
 5,331,054
 6,128,442
 17,749,736
 7,498,205
 5,975,220
Money market deposits in foreign offices 111,201
 107,657
 88,656
 352,437
 152,781
 111,201
Sweep deposits in foreign offices 908,890
 1,133,872
 1,657,177
 2,057,715
 1,875,298
 908,890
Time 47,146
 56,118
 70,479
 188,093
 50,726
 47,146
Total deposits $44,254,075
 $38,979,868
 $39,142,776
 $61,757,807
 $49,328,900
 $44,254,075
  
The increase in deposits of $5.3$12.4 billion in 20172019 was driven primarily by increasesa healthy equity funding environment across a majority of our market segments with robust activities in the IPO and secondary public offering markets as well as strong new client acquisition. In addition, we saw a continued shift in the mix of our noninterest-bearing demand and money marketon-balance sheet deposits with growth in our private equity/venture capitalinterest-bearing deposits reflective of our deposit growth initiatives and China market segment portfolios.continued strong liquidity of our clients. No material portion of our deposits has been obtained from a single depositor and the loss of any one depositor would not materially affect

our business.Approximately 1413 percent, 1216 percent and 1314 percent of our total deposits at December 31, 2017, 20162019, 2018 and 2015,2017, respectively, were from our clients in Asia.
The decreaseincrease in deposits of $0.2$5.1 billion in 20162018 was driven primarily by decreasesa healthy equity funding environment across a majority of our market segments with robust activities in our money marketthe IPO and sweep deposits in foreign offices, partially offset by increases in our noninterest-bearing demand accounts from growth in our private-equity/venture capital and life science/health care portfolios.secondary public offering markets as well as strong new client acquisition.
At December 31, 2017, 172019, 34 percent of our total deposits were interest-bearing deposits, compared to 18 percent at December 31, 2016 and 21 percent at December 31, 2015.2018 and 17 percent at December 31, 2017. The increases were driven by active management of deposit products as well as new product offerings.
At December 31, 2017,2019, the aggregate balance of time deposit accounts individually equal to or greater than $100,000 totaled $41$185 million, compared to $61$46 million at December 31, 20162018 and $116$41 million at December 31, 2015.2017. At December 31, 2017, all2019, $182 million in time deposit accounts individually equal to or greater than $100,000 were scheduled to mature within one year. The maturity profile of our time deposits as of December 31, 20172019 is as follows:
 December 31, 2017 December 31, 2019
(Dollars in thousands) 
Three months
or less
 
More than
three months
to six months
 
More than six
months to
twelve months
 
More than
twelve months
 Total 
Three months
or less
 
More than
three months
to six months
 
More than six
months to
twelve months
 
More than
twelve months
 Total
Time deposits, $100,000 and over $25,489
 $4,738
 $10,816
 $
 $41,043
 $155,533
 $1,558
 $24,514
 $3,105
 $184,710
Other time deposits 3,592
 960
 1,551
 
 6,103
 2,114
 635
 634
 
 3,383
Total time deposits $29,081
 $5,698
 $12,367
 $
 $47,146
 $157,647
 $2,193
 $25,148
 $3,105
 $188,093
Short-Term Borrowings
The following table summarizes our short-term borrowings that mature in one month or less:
 December 31, December 31,
 2017 2016 2015 2019 2018 2017
(Dollars in thousands) Amount Rate Amount Rate Amount Rate Amount Rate Amount Rate Amount Rate
Short-term FHLB advances $700,000
 1.37% $500,000
 0.59% $638,000
 0.25% $
 % $300,000
 2.54% $700,000
 1.37%
Federal funds purchased 330,000
 1.45
 
 
 135,000
 0.64
 
 
 
 
 330,000
 1.45
Securities sold under agreement to repurchase 
 
 319,414
 2.70
 
 
Other short-term borrowings 3,730
 1.33
 12,668
 0.57
 1,900
 0.20
 17,430
 1.55
 11,998
 2.39
 3,730
 1.33
Total short-term borrowings $1,033,730
 1.39
 $512,668
 0.59
 $774,900
 0.32
 $17,430
 1.55
 $631,412
 2.62
 $1,033,730
 1.39
On
We had $17.4 million in short-term borrowings at December 29, 2017, we borrowed a total31, 2019, compared to $631.4 million at December 31, 2018. There were no overnight short-term borrowings as of $1.0 billion fromDecember 31, 2019. For more information on our overnight credit facilities to support the short-term liquidity needsdebt, see Note 15—“Short-Term Borrowings and Long-Term Debt” of the Bank. These borrowings were repaid, subsequent“Notes to year-end, on January 2, 2018.the Consolidated Financial Statements” under Part II, Item 8 of this report.


Average daily balances and maximum month-end balances for our short-term borrowings in 20172019, 20162018 and 20152017 were as follows:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Average daily balances:            
Short-term FHLB advances $36,712
 $147,716
 $6,542
 $63,836
 $424,384
 $36,712
Federal Funds purchased (1) 7,529
 5,844
 8,477
 25,959
 44,164
 7,529
Securities sold under agreements to repurchase 
 63,464
 1,222
 36,716
 164,938
 
Other short-term borrowings (2) 4,264
 3,227
 6,985
 19,034
 10,400
 4,264
Total average short-term borrowings $48,505
 $220,251
 $23,226
 $145,545
 $643,886
 $48,505
Weighted average interest rate during the year:            
Short-term FHLB advances 1.02% 0.42% 0.20% 2.57% 2.24% 1.02%
Federal Funds purchased 1.36
 0.44
 0.26
 2.45
 2.10
 1.36
Securities sold under agreements to repurchase 
 0.49
 0.24
 2.65
 2.37
 
Other short-term borrowings 1.55
 0.28
 0.13
 1.92
 2.28
 1.55
Maximum month-end balances:            
Short-term FHLB advances $700,000
 $750,000
 $638,000
 $400,000
 $2,250,000
 $700,000
Federal Funds purchased 330,000
 150,000
 135,000
 265,000
 490,000
 330,000
Securities sold under agreements to repurchase 
 304,000
 
 196,000
 394,592
 
Other short-term borrowings 8,470
 15,082
 21,561
 30,246
 19,770
 8,470
 
(1)
As part of our liquidity risk management practices, we periodically test availability and access to overnight borrowings in the Federal Funds market. These balances represent short-term borrowings.
(2)
Represents cash collateral received from certain counterparties in relation to market value exposures of derivative contracts in our favor.
Long-Term Debt
The following table represents outstanding long-term debt at December 31, 20172019, 20162018 and 20152017:
  Principal value at December 31, 2017 December 31,
(Dollars in thousands)  2017 2016 2015
3.50% Senior Notes $350,000
 $347,303
 $346,979
 $346,667
5.375% Senior Notes 350,000
 348,189
 347,586
 347,016
6.05% Subordinated Notes 
 
 46,646
 48,350
7.0% Junior Subordinated Debentures 
 
 54,493
 54,669
Total long-term debt $700,000
 $695,492
 $795,704
 $796,702
Our long-term debt was $695.5 million at December 31, 2017 and $795.7 million at December 31, 2016.
  Principal value at December 31, 2019 December 31,
(Dollars in thousands)  2019 2018 2017
3.50% Senior Notes $350,000
 $347,987
 $347,639
 $347,303
5.375% Senior Notes 
 
 348,826
 348,189
Total long-term debt $350,000
 $347,987
 $696,465
 $695,492
As of December 31, 2017,2019, long-term debt includedwas comprised of our 3.50% Senior Notes andNotes. We early redeemed our 5.375% Senior Notes.Notes in full as of December 20, 2019. For more information on our long-term debt outstanding at December 31, 2017,2019, refer to Note 12—15—“Short-Term Borrowings and Long-Term Debt” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Our 6.05% Subordinated Notes, issued by the Bank, were repaid on June 1, 2017. The interest rate swap agreement relating to this issuance was terminated upon repayment of the notes.
On December 21, 2017, we redeemed in full the outstanding aggregate principal amount of $51.5 million of our 7.0% Junior Subordinated Debentures due October 15, 2033, relating to our 7.0% Cumulative Trust Preferred Securities issued by SVB Capital II.

Other Liabilities
A summary of other liabilities at December 31, 20172019 and 20162018 is as follows:
 December 31, December 31,
(Dollars in thousands) 2017 2016 % Change   2019 2018 % Change  
Foreign exchange spot contract liabilities, gross $202,807
 $68,018
 198.2% $888,360
 $170,355
 NM
Accrued compensation 167,531
 135,842
 23.3
 354,393
 224,405
 57.9
Derivative liabilities, gross (1) 108,581
 64,438
 68.5
Derivative liabilities (1) 137,984
 98,050
 40.7
Allowance for unfunded credit commitments 51,770
 45,265
 14.4
 67,656
 55,183
 22.6
Other 381,066
 304,820
 25.0
Other liabilities 593,359
 458,366
 29.5
Total other liabilities $911,755
 $618,383
 47.4
 $2,041,752
 $1,006,359
 102.9
 
NM—Not meaningful
(1)
See “Derivatives” section above.
Foreign Exchange Spot Contract Liabilities
The increase of $134.8$718.0 million in foreign exchange spot contract liabilities was due primarily to a higher numberan increase in the amount of unsettled clientspot trades at December 31, 20172019 as compared to December 31, 2016.2018.
Accrued Compensation
Accrued compensation includes amounts for our Incentive Compensation Plan, Direct Drive Incentive Compensation Plan, Retention Program, Warrant Incentive Plan, ESOP, SVB Leerink Incentive Compensation Plan, SVB Leerink Retention Award and other compensation arrangements. The increase of $31.7$130.0 million was due primarily to the result of largerhigher incentive compensation accruals at December 31, 2017 based on our financialattributable to SVB Leerink FTEs as a result of strong 2019 performance for 2017.as well as the increase in the number of average FTEs in 2019. For a description of our variable compensation plans, refer to Note 17—20—“Employee Compensation and Benefit Plans” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Allowance for Unfunded Credit CommitmentsOther Liabilities
Our allowance for unfunded credit commitmentsOther liabilities increased $135.0 million to $51.8$593.4 million at December 31, 2017,2019, compared to $45.3$458.4 million at December 31, 2016. The2018, reflective primarily of a $96.3 million net increase in the reserves was driven by thenew commitments for our qualified affordable tax credit funds, a $14.2 million increase in unfunded credit commitments.
Other
OtherFX trade liability due to large outstanding trades and a $10.3 million increase in deferred compensation due to increases in the fair value of the underlying investments. In addition, an increase of $16.7 million in other liabilities increased $76.3 millionwas attributable to $381.1 millionthe inclusion of SVB Leerink in our financial results at December 31, 2017, compared to $304.8 million at December 31, 2016, primarily related to increases in various accrued liabilities including unsettled purchases of investment securities and an increase in deferred compensation.2019.
Noncontrolling Interests
Noncontrolling interests totaled $139.6$150.8 million and $134.5$148.6 million at December 31, 20172019 and 2016,2018, respectively. The increase was due to net income attributable to noncontrolling interests of $28.7$47.9 million as well as an additional $5.3 million attributable to the inclusion of SVB Leerink in our financial results, partially offset by net capital distributions of $23.5$51.0 million primarily to investors in our managed funds of funds for the year ended December 31, 2017.2019. For more information, refer to Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.

Capital Resources
We maintain an adequate capital base to support anticipated asset growth, operating needs, and credit and other business risks, and to provide for SVB Financial and the Bank to be in compliance with applicable regulatory capital guidelines, including the joint agency rules implementing the "Basel III" capital rules. Our primary sources of new capital include retained earnings and proceeds from the sale and issuance of our capital stock or other securities. In consultation withUnder the oversight of the Finance Committee of our Board of Directors, management engages in regular capital planning processes in an effort to optimize the use of the capital available to us and to appropriately plan for our future capital needs. The capital plan considers capital needs for the foreseeable future and allocates capital to both existing and future business activities. Expected future use or activities for which capital may be set aside include balance sheet growth and associated relative increases in market or credit exposure, investment activity, potential product and business expansions, acquisitions and strategic or infrastructure investments. In addition, we conduct capital stress tests as part of our annual capital planning process. The capital stress tests allow us to assess the impact of adverse changes in the economy and interest rates on our capital adequacy position.
Common Stock
On November 13, 2018, the Company announced a program to purchase up to $500 million of our outstanding common stock (the "Stock Repurchase Program"). The program completed on July 1, 2019, after we repurchased and retired 2.2 million shares of our outstanding common stock totaling $499.6 million. The program completed on July 1, 2019.
On October 24, 2019, the Company’s Board of Directors authorized a new stock repurchase program that enables the Company to repurchase up to $350 million of its outstanding common stock, though no shares have yet been repurchased under the new stock repurchase program. This program expires on October 29, 2020. The extent to which the Company repurchases its shares, and the timing of such repurchases, will depend upon a variety of factors, including market conditions, regulatory requirements, availability of funds, and other relevant considerations, as determined by the Company. The Company may, in its discretion, begin, suspend or terminate repurchases at any time prior to the program’s expiration, without any prior notice. Repurchases may also be made pursuant to a trading plan under Rule 10b5-1 under the Exchange Act, which would permit shares to be repurchased when the Company might otherwise be precluded from doing so because of self-imposed trading blackout periods or other regulatory restrictions.
Share repurchases subsequent to December 31, 2019
As of February 27, 2020, we have repurchased 244,223 shares of our common stock totaling $60.0 million at an average share price of $245.76.
Preferred Stock
On December 9, 2019, the Company issued depositary shares each representing a 1/40th ownership interest in 350,000 shares of Series A Preferred Stock with $0.001 par value and liquidation preference of $1,000 per share, or $25 per depositary share. The Series A Preferred Stock has no stated maturity and is not subject to any sinking fund or other obligation of SVB Financial Group. Dividends are approved by the Board of Directors and, if declared, are payable quarterly, in arrears, at a rate per annum equal to 5.25 percent.
As of December 31, 2019, there were 350,000 shares issued and outstanding of Series A Preferred Stock, which had a carrying value of $340.1 million and liquidation preference of $350 million.
SVBFG Stockholders’ Equity
SVBFG stockholders’ equity totaled $4.2$6.5 billion at December 31, 2017,2019, an increase of $537 million,$1.4 billion, or 14.726.5 percent compared to $3.6$5.1 billion at December 31, 2016.2018. This increase was primarily the result of net income of $491$1.1 billion in 2019, an increase in capital of $340.1 million in 2017related to the issuance of preferred stock, and an increase in additional paid-in capitalaccumulated other comprehensive income reflective primarily of $72a $193.7 million reflective($139.9 million net of amortization of share-based compensation and the issuance of common stock under our equity incentive plans. These increases were partially offset by a $47 million decreasetax) increase in the fair value of our AFS securities portfolio ($28 million net of tax). The net decrease in the balance of our accumulated other comprehensive income was driven by an $87 million decreasedecreases in the fair value of our fixed income securities resulting from an increase in the period-end market interest ratesrates. These increases were partially offset by a $40decrease in retained earnings of $352.5 million increase inrelated to the fair valuerepurchase of shares of our equity securities as a result of the exercise of the Roku warrants and is reflective of the increase in Roku’soutstanding common stock fromunder the date of exercise through December 31, 2017.Stock Repurchase Program.
Funds generated through retained earnings are a significant source of capital and liquidity and are expected to continue to be so in the future.

Capital Ratios
Regulatory capital ratios for SVB Financial and the Bank exceeded minimum federal regulatory guidelines under the current Capital Rules as well as for a well-capitalized bank holding company and insured depository institution, respectively, as of December 31, 2017, 20162019, 2018 and 2015.2017. See Note 21—24—“Regulatory Matters” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for further information. Capital ratios for SVB Financial and the Bank, compared to the minimum regulatorycapital ratios to be considered “well capitalized” and “adequately capitalized”, are set forth below:
 December 31, Minimum Ratios under Applicable Regulatory Capital Adequacy Requirements December 31, Required Minimum (1) Well Capitalized Minimum
 2017 2016 2015 “Well Capitalized” “Adequately Capitalized”  2019 2018 2017 
SVB Financial:                    
CET 1 risk-based capital ratio(2) 12.78% 12.80% 12.28% 6.5% 4.5% 12.58% 13.41% 12.78% 7.0% N/A
Tier 1 risk-based capital ratio 12.97
 13.26
 12.83
 8.0
 6.0
 13.43
 13.58
 12.97
 8.5
 6.0
Total risk-based capital ratio 13.96
 14.21
 13.84
 10.0
 8.0
 14.23
 14.45
 13.96
 10.5
 10.0
Tier 1 leverage ratio(2) 8.34
 8.34
 7.63
 N/A  
 4.0
 9.06
 9.06
 8.34
 4.0
 N/A  
Tangible common equity to tangible assets ratio (2)(4) 8.16
 8.15
 7.16
 N/A  
 N/A  
 8.39
 8.99
 8.16
 N/A  
 N/A  
Tangible common equity to risk-weighted assets ratio (2)(4) 12.77
 12.89
 12.34
 N/A  
 N/A  
 12.76
 13.28
 12.77
 N/A  
 N/A  
Bank:                    
CET 1 risk-based capital ratio 12.06% 12.65% 12.52% 6.5% 4.5% 11.12% 12.41% 12.06% 7.0% 6.5%
Tier 1 risk-based capital ratio 12.06
 12.65
 12.52
 8.0
 6.0
 11.12
 12.41
 12.06
 8.5
 8.0
Total risk-based capital ratio 13.04
 13.66
 13.60
 10.0
 8.0
 11.96
 13.32
 13.04
 10.5
 10.0
Tier 1 leverage ratio 7.56
 7.67
 7.09
 5.0
 4.0
 7.30
 8.10
 7.56
 4.0
 5.0
Tangible common equity to tangible assets ratio (2)(4) 7.47
 7.77
 6.95
 N/A  
 N/A  
 7.24
 8.13
 7.47
 N/A  
 N/A  
Tangible common equity to risk-weighted assets ratio (2)(4) 11.98
 12.75
 12.59
 N/A  
 N/A  
 11.31
 12.28
 11.98
 N/A  
 N/A  
 
(1)Percentages represent the minimum capital ratios plus, as applicable, the fully phased-in 2.5% CET1 capital conservation buffer under the Capital Rules.
(2)"Well-Capitalized Minimum" CET 1 risk-based capital and Tier 1 leverage ratios are not formally defined under applicable banking regulations for bank holding companies.
(3)See below for a reconciliation of non-GAAP tangible common equity to tangible assets and tangible common equity to risk-weighted assets.
(2)(4)The FRB has not issued any minimum guidelines for the tangible common equity to tangible assets ratio or the tangible common equity to risk-weighted assets ratio. However,ratio, however, we believe these ratios provide meaningful supplemental information regarding our capital levels and are therefore provided above.
20172019 compared to 20162018
Risk-based capital ratios (CET 1, tier 1, and total risk-based capital) for SVB Financial decreased as of December 31, 2019, compared to the same ratios as of December 31, 2018, primarily as a result of a proportionally higher increase in our risk-weighted assets relative to the increase in capital during 2019. The increase in risk-weighted assets was driven primarily by robust loan growth during 2019. The increase in tier 1 and total risk-based capital was reflective primarily of net income of $1.1 billion and $340.1 million for our Series A Preferred Stock issuance. The increase in CET 1 capital was reflective primarily of net income. SVB Financial's tier 1 leverage ratio remained flat as of December 31, 2019, as compared to December 31, 2018.
Risk-based capital ratios (CET 1, tier 1, total risk-based capital, and tier 1 capital ratiosleverage) for both SVB Financial and theSilicon Valley Bank (the "Bank") decreased as of December 31, 2017, as2019, compared to the same ratios as of December 31, 2016.2018. The decreases were a result of the proportionally higher increase in our risk-weighted assets compared to the increases in capital during the year ended December 31, 2017. The growth in period-end risk-weighted assets was primarily from period-end loan growth and an increase in fixed income securities. Increased capital was reflective primarily of year-to-date earnings and issuance of common stock related to equity-based employee stock plans resulting from an increase in SVB Financial's stock price during 2017. SVB Financial's tier 1 leverage ratio held flat at 8.34 percent, while the Bank's tier 1 leverage ratio decreased 11 basis points as of December 31, 2017, compared to December 31, 2016. The decrease in tier 1 leverage ratio was reflective of an increase in average assets from period-end loan and investment growth relative to the increase in tier 1 capital primarily from retained earnings. during 2019. The increase in risk-weighted assets and average assets were driven by robust loan growth during 2019. The increases in capital due to net income were partially offset by $733 million of cash dividends paid by the Bank to our bank holding company, SVB Financial, during 2019.
All of our reported capital ratios wereremain above the levels considered to be “well capitalized” as of December 31, 2017"well capitalized" under applicable banking regulations.
20162018 compared to 20152017
TheRisk-based capital ratios (CET 1, tier 1, and total risk-based capital and tier 1 capital ratioscapital) for both SVB Financial and the Bank increased as of December 31, 2016, as2018, compared to the same ratios as of December 31, 2015. The increases were2017, primarily as a result of thea proportionally higher increase in our capital comparedrelative to the increasesincrease in our risk-weighted assets during the year ended December 31, 2016. Increased2018. The increase in capital was reflective primarily of year-to-date earnings and issuancenet income of common stock$973.8 million as well as a net increase of $68.8 million related to equity-based employee stock plans resulting from an increasethe adoption of new accounting guidance in SVB Financial's stock price during the latter half of 2016. The growth in period-end risk-weighted assets was primarily from period-end loan growth,2018, partially

offset by a decrease of $147.1 million related to the repurchase of our outstanding common stock under the Stock Repurchase Program. The increase in risk-weighted assets from fixed income securities.was due primarily to our robust loan growth in 2018.
Both SVB Financial'sFinancial and the Bank's tier 1 leverage ratios increased 71 basis points and 58 basis points, respectively, as of December 31, 2016,2018, as compared to December 31, 2015. The increase in tier 1 leverage ratios were reflective of an increase in tier 12017, due to proportionally higher capital primarily from retained earnings, relative to the increase in average assets. All of our reported capital ratios were above the levels considered to be “well capitalized” as of December 31, 2016 under applicable banking regulations.

assets growth during 2018.
Non-GAAP Tangible Common Equity to Tangible Assets and Non-GAAP Tangible Common Equity to Risk-weighted Assets
The tangible common equity to tangible assets ratio and the tangible common equity to risk-weighted assets ratios are not required by GAAP or applicable bank regulatory requirements. However, we believe these ratios provide meaningful supplemental information regarding our capital levels. Our management uses, and believes that investors benefit from referring to, these ratios in evaluating the adequacy of the Company’s capital levels; however, this financial measure should be considered in addition to, not as a substitute for or preferable to, comparable financial measures prepared in accordance with GAAP. These ratios are calculated by dividing total SVBFG stockholder’s equity, by total period-end assets and risk-weighted assets, after reducing both amounts by acquired intangibles, if any. The manner in which this ratio is calculated varies among companies. Accordingly, our ratio is not necessarily comparable to similar measures of other companies. The following table provides a reconciliation of non-GAAP financial measures with financial measures defined by GAAP:
Non-GAAP tangible common equity and tangible assets
(Dollars in thousands, except ratios)
 SVB Financial SVB Financial
December 31,
2017
 December 31,
2016
 December 31,
2015
 December 31,
2014
 December 31,
2013
December 31,
2019
 December 31,
2018
 December 31,
2017
 December 31,
2016
 December 31,
2015
GAAP SVBFG stockholders’ equity $4,179,795
 $3,642,554
 $3,198,134
 $2,813,072
 $1,961,635
 $6,470,307
 $5,116,209
 $4,179,795
 $3,642,554
 $3,198,134
Less: preferred stock 340,138
 
 
 
 
Less: intangible assets 187,240
 
 
 
 
Tangible common equity $4,179,795
 $3,642,554
 $3,198,134
 $2,813,072
 $1,961,635
 $5,942,929
 $5,116,209
 $4,179,795
 $3,642,554
 $3,198,134
GAAP total assets $51,214,467
 $44,683,660
 $44,686,703
 $39,337,869
 $26,410,144
 $71,004,903
 $56,927,979
 $51,214,467
 $44,683,660
 $44,686,703
Less: intangible assets 187,240
 
 
 
 
Tangible assets $51,214,467
 $44,683,660
 $44,686,703
 $39,337,869
 $26,410,144
 $70,817,663
 $56,927,979
 $51,214,467
 $44,683,660
 $44,686,703
Risk-weighted assets $32,736,959
 $28,248,750
 $25,919,594
 $21,755,091
 $16,901,501
 $46,577,485
 $38,527,853
 $32,736,959
 $28,248,750
 $25,919,594
Non-GAAP tangible common equity to tangible assets 8.16% 8.15%
7.16%
7.15%
7.43% 8.39% 8.99%
8.16%
8.15%
7.16%
Non-GAAP tangible common equity to risk-weighted assets 12.77
 12.89

12.34

12.93

11.61
 12.76
 13.28

12.77

12.89

12.34
Non-GAAP tangible common equity and tangible assets
(Dollars in thousands, except ratios)
 Bank Bank
December 31,
2017
 December 31,
2016
 December 31,
2015
 December 31,
2014
 December 31,
2013
December 31,
2019
 December 31,
2018
 December 31,
2017
 December 31,
2016
 December 31,
2015
Tangible common equity $3,762,542
 $3,423,427
 $3,059,045
 $2,399,411
 $1,634,389
 $5,034,095
 $4,554,814
 $3,762,542
 $3,423,427
 $3,059,045
Tangible assets $50,383,774
 $44,059,340
 $44,045,967
 $37,607,973
 $24,849,484
 $69,563,817
 $56,047,134
 $50,383,774
 $44,059,340
 $44,045,967
Risk-weighted assets $31,403,489
 $26,856,850
 $24,301,043
 $21,450,480
 $16,612,870
 $44,502,150
 $37,104,080
 $31,403,489
 $26,856,850
 $24,301,043
Non-GAAP tangible common equity to tangible assets 7.47% 7.77%
6.95%
6.38%
6.58% 7.24% 8.13%
7.47%
7.77%
6.95%
Non-GAAP tangible common equity to risk-weighted assets 11.98
 12.75

12.59

11.19

9.84
 11.31
 12.28

11.98

12.75

12.59
20172019 compared to 20162018
SVB Financial's and the Bank's tangible common equity to tangible assets and risk-weighted assets ratios decreased due to the proportionally higher increases in tangible and risk-weighted assets relative to tangible common equity. The increase in risk-tangible and risk-weighted assets were driven by robust loan growth during 2019. Increased capital was reflective primarily of net income. The decrease in the Bank's tangible common equity to tangible assets ratio was partially attributable to $733 million in cash dividends paid by the Bank to SVB Financial during 2019. See "SVBFG Stockholders’ Equity" above for further details on changes to the individual components of our equity balance.
2018 compared to 2017
SVB Financial's and the Bank's tangible common equity to tangible assets ratio increased due to the proportionally higher increase in tangible common equity as comparedrelative to changes to tangible assets. Increased capital was reflective primarily of net income. SVB Financial's and the Bank's tangible common equity to risk-weighted assets increased due to the proportionally higher increase

in tangible common equity, reflective primarily of net income, relative to changes in risk-weighted assets. The increase in the Bank's tangible common equity to tangible assets ratio decreased, primarilywas partially offset as a result of $90.0$140 million in cash dividends paid by the Bank to our bank holding company, SVB Financial, during 2017. SVB Financial's and the Bank's tangible common equity to risk-weighted assets decreased due to the proportionally higher increase in risk-weighted assets relative to the increase in tangible common equity. The growth in period-end risk-weighted assets was primarily due to period-end loan growth and higher investment and cash balances driven by increases in deposits. See "SVBFG Stockholders’ Equity" above for further details on changes to the individual components of our equity balance.
2016 compared to 2015
For both SVB Financial and the Bank, the tangible common equity to tangible assets ratios and the tangible common equity to risk-weighted assets ratios increased due to the proportionally higher increase in tangible common equity as compared to changes to tangible and risk-weighted assets. See "SVBFG Stockholders’ Equity" above for further details on changes to the individual components of our equity balance.2018.
Off-Balance Sheet Arrangements and Aggregate Contractual Obligations
In the normal course of business, we use financial instruments with off-balance sheet risk to meet the financing needs of our customers. These financial instruments include commitments to extend credit, and commercial and standby letters of credit.credit and commitments to invest in venture capital and private equity fund investments. These instruments involve, to varying degrees, elements of credit risk. Credit risk is defined as the possibility of sustaining a loss because other parties to the financial instrument fail to perform in accordance with the terms of the contract. The actual liquidity

needs and the credit risk that we have experienced have historically been lower than the contractual amount of these commitments because a significant portion of these commitments expire without being drawn upon. Refer to the discussion of our off-balance sheet arrangements in Note 19—22—“Off-Balance Sheet Arrangements, Guarantees and Other Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
The following table summarizes our unfunded commercial commitments as of December 31, 2017:2019:
 Amount of commitment expiring per period Amount of Commitments Expiring per Period
(Dollars in thousands) Total Less than 1 year 1-3 years 4-5 years After 5 years Total Less than 1 year 1-3 years 4-5 years After 5 years
Commercial commitments:                    
Total loan commitments available for funding $15,512,326
 $11,583,641
 $2,882,181
 $782,180
 $264,324
Loan commitments available for funding $21,743,359
 $16,983,484
 $3,039,575
 $1,170,986
 $549,314
Standby letters of credit 1,932,300
 1,860,376
 55,174
 16,309
 441
 2,771,441
 2,672,616
 87,023
 8,148
 3,654
Commercial letters of credit 17,911
 17,911
 
 
 
 7,120
 7,120
 
 
 
Total unfunded credit commitments $24,521,920
 $19,663,220
 $3,126,598
 $1,179,134
 $552,968


The following table summarizes our contractual obligations to make future payments as of December 31, 2017:2019:
 Payments Due By Period Payments Due By Period
(Dollars in thousands) Total Less than 1 year 1-3 years 4-5 years After 5 years Total Less than 1 year 1-3 years 4-5 years After 5 years
SVBFG contractual obligations:                    
Deposits (1) (2) $44,254,075
 $44,254,075
 $
 $
 $
 $61,757,807
 $61,757,807
 $
 $
 $
Borrowings (2) 1,729,222
 1,033,730
 348,189
 
 347,303
 365,417
 17,430
 
 
 347,987
Non-cancelable operating leases, net of income from subleases 226,475
 35,627
 67,662
 58,952
 64,234
Non-cancelable operating leases 240,787
 44,791
 80,352
 63,516
 52,128
Commitments to qualified affordable housing projects 100,891
 37,656
 46,747
 6,996
 9,492
 302,031
 128,494
 158,186
 3,921
 11,430
Other obligations 24,652
 7,707
 15,075
 1,870
 
 10,470
 7,952
 2,518
 
 
Total obligations attributable to SVBFG $46,335,315
 $45,368,795
 $477,673
 $67,818
 $421,029
 $62,676,512
 $61,956,474
 $241,056
 $67,437
 $411,545
 
(1)Includes time deposits and deposits with no defined maturity, such as noninterest-bearing demand, interest-bearing checking, savings, money market and sweep accounts.
(2)Amounts exclude contractual interest.
Excluded from the tables above are unfunded commitment obligations of $16.1$19.1 million to our managed funds of funds and other fund investments for which neither the payment, timing, nor eventual obligation is certain. Subject to applicable regulatory requirements, including the Volcker Rule (see "Business - Supervision and Regulation" under Part I, Item 1 of this report), we make commitments to invest in venture capital and private equity funds, which in turn make investments generally in, or in some cases make loans to, privately-held companies. Commitments to invest in these funds are generally made for a 10-year period from the inception of the fund. Although the limited partnership agreements governing these investments typically do not restrict the general partners from calling 100% of committed capital in one year, it is customary for these funds to generally call most of the capital commitments over 5 to 7 years; however in certain cases, the funds may not call 100% of committed capital over the life of the fund. The actual timing of future cash requirements to fund these commitments is generally dependent upon the investment cycle, overall market conditions, and the nature and type of industry in which the privately held companies operate. Additionally, our consolidated managed funds of funds have $5.8$5.3 million of remaining unfunded commitments to venture capital and private equity funds. See Note 8—9—“Investment Securities" of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for further disclosure related to non-marketable and other equity securities. Additional discussion

of our off-balance sheet arrangements for these fund investments is included in Note 19—22—“Off-Balance Sheet Arrangements, Guarantees and Other Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
Liquidity
The objective of liquidity management is to ensure that funds are available in a timely manner to meet our financial obligations, including, as necessary, paying creditors, meeting depositors’ needs, accommodating loan demand and growth, funding investments, repurchasing securities and other operating or capital needs, without incurring undue cost or risk, or causing a disruption to normal operating conditions.
We regularly assess the amount and likelihood of projected funding requirements through a review of factors such as historical deposit volatility and funding patterns, present and forecasted market and economic conditions, individual client funding

needs, and existing and planned business activities. Our Asset/Liability Committee (“ALCO”), which is a management committee, provides oversight to the liquidity management process and recommends policy guidelines for the approval of the Finance Committee of our Board of Directors, and courses of action to address our actual and projected liquidity needs. Additionally, we routinely conduct liquidity stress testing as part of our liquidity management practices.
Our deposit base is, and historically has been, our primary source of liquidity. Our deposit levels and cost of deposits may fluctuate from time to time due to a variety of factors, including market conditions, prevailing interest rates, changes in client deposit behaviors, availability of insurance protection, and our offering of deposit products. At December 31, 20172019, our period-end total deposit balances increased to $44.361.8 billion, compared to $39.049.3 billion at December 31, 20162018.
Our liquidity requirements can also be met through the use of our portfolio of liquid assets. Our definition of liquid assets includes cash and cash equivalents in excess of the minimum levels necessary to carry out normal business operations, short-term investment securities maturing within one year, AFS securities eligible and available for financing or pledging purposes with a maturity in excess of one year and anticipated near-term cash flows from investments.
We have certain facilities in place to enable us to access short-term borrowings on a secured (using loans and AFS securities as collateral) and an unsecured basis. TheseOur secured facilities include repurchase agreements and uncommitted federal funds lines with various financial institutions. We also pledge securitiescollateral pledged to the FHLB of San Francisco and the discount window at the FRB. The fair valueFRB (using both fixed income securities and loans as collateral). Our unsecured facility consists of our uncommitted federal funds lines. As of December 31, 2019, collateral pledged to the FHLB of San Francisco (comprisedwas comprised primarily of fixed income investment securities and loans and U.S. Treasury securities) at December 31, 2017 totaled $3.4had a carrying value of $4.7 billion, of which $2.7$4.3 billion was unused and available to support additional borrowings. The fair valueAs of December 31, 2019, collateral pledged atto the discount window ofat the FRB (comprised primarilywas comprised of U.S. Treasuryfixed income investment securities and U.S. agency debentures) at December 31, 2017 totaledhad a carrying value of $1.0 billion, all of which was unused and available to support additional borrowings. Our total unused and available borrowing capacity for our uncommitted federal funds lines totaled $1.9 billion at December 31, 2019. Our total unused and available borrowing capacity under our master repurchase agreements with various financial institutions totaled $3.3 billion at December 31, 2019.
On a stand-alone basis, SVB Financial’s primary liquidity channels include dividends from the Bank, its portfolio of liquid assets, and its ability to raise debt and capital. The ability of the Bank to pay dividends is subject to certain regulations described in “Business—Supervision and Regulation—Restrictions on Dividends” under Part I, Item 1 of this report.
Consolidated Summary of Cash Flows
Below is a summary of our average cash position and statement of cash flows for 20172019, 20162018 and 20152017, respectively: (For further details, see our Consolidated Statements of Cash Flows under "Consolidated Financial Statements and Supplementary Data" under Part II, Item 8 of this report.)
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Average cash and cash equivalents $3,484,651
 $2,863,777
 $2,569,482
 $6,524,342
 $3,301,783
 $3,484,651
Percentage of total average assets 7.2% 6.5% 6.3% 10.3% 6.0% 7.2%
Net cash provided by operating activities $580,099
 $437,977
 $339,197
 $1,164,129
 $933,562
 $646,865
Net cash (used for) provided by investing activities (5,903,730) 1,015,344
 (6,495,736)
Net cash provided by (used for) financing activities 5,700,956
 (410,828) 5,848,782
Net increase (decrease) in cash and cash equivalents $377,325
 $1,042,493
 $(307,757)
Net cash used for investing activities (9,371,882) (4,800,375) (5,970,496)
Net cash provided by financing activities 11,417,997
 4,515,277
 5,700,956
Net increase in cash and cash equivalents $3,210,244
 $648,464
 $377,325
Average cash and cash equivalents increased to $3.56.5 billion in 20172019, compared to $2.93.3 billion for 2016. In 2017, our average2018. Average deposits increased $4.0 billion and our fixed income securities portfolio increased $0.9$7.0 billion which enabled us to grow our average loan portfolio by $4.3 billion in 2019.

2019
Cash provided by operating activities of $1.2 billion in 2019 included net income before noncontrolling interests of $1.2 billion. These net inflows were offset by $62 million of adjustments to reconcile net income to net cash and $82 million from changes in other assets and liabilities.
Cash used for investing activities of $9.4 billion in 2019 included $4.8 billion of net outflows from the net increase in loans funded and $4.4 billion of net outflows from our fixed income securities portfolio due to $10.4 billion of purchases, offset by fixed income inflows of $6.0 billion of portfolio cash flows from sales, maturities and paydowns.
Cash provided by financing activities of $11.4 billion in 2019 was driven primarily by the net increase in deposits of $12.4 billion and $0.3 billion in proceeds from issuance of preferred stock, partially offset by a $1.0 billion decrease in borrowings outstanding as of December 31, 2019 as well as $0.4 billion in cash outflows from the repurchase of our common stock under the Stock Repurchase Program.
Cash and cash equivalents at December 31, 2019 were $6.8 billion, compared to $3.6 billion at December 31, 2018.
2018
Cash provided by operating activities of $934 million in 2018included net income before noncontrolling interests of $1.0 billion. These net inflows were offset by $20 million of adjustments to reconcile net income to net cash and $58 million from changes in other assets and liabilities.
Cash used for investing activities of $4.8 billion in 2018 included $5.2 billion of net outflows from the net increase in loans funded and $0.4 billion of net inflows from our fixed income securities portfolio, which had $5.8 billion of portfolio cash flows from sales, maturities, and paydowns, offset by $5.4 billion of purchases, during 2018.
Cash provided by financing activities of $4.5 billion in 2018 was driven primarily by the net increase in deposits of $5.1 billion, partially offset by a $0.4 billion decrease in short-term borrowings outstanding as of December 31, 2018 as well as $0.2 billion in cash outflows from the repurchase of our common stock under the Stock Repurchase Program.
Cash and cash equivalents at December 31, 2018 were $3.6 billion, compared to $2.9 billion inat December 31, 2017.
2017
Cash provided by operating activities of $580$647 million in 2017 included net income before noncontrolling interests of $519 million. These net inflows also benefited from $16$83 million of adjustments to reconcile net income to net cash and $45 million from changes in other assets and liabilities.
Cash used for investing activities of $5.9$6.0 billion in 2017 included $3.2 billion of net outflows from the net increase in loans funded and $2.8 billion of net outflows from our fixed income securities portfolio, which had $8.4 billion of purchases, partially offset by $5.6 billion of portfolio cash flows from sales, maturities and paydowns during 2017.
Cash provided by financing activities of $5.7 billion in 2017 was primarily from the net increase in deposits of $5.3 billion and a $521 million increase in short-term borrowings outstanding as of December 31, 2017.
Cash and cash equivalents at December 31, 2017 were $2.9 billion, compared to $2.5 billion at December 31, 2016.

2016
Cash provided by operating activities of $438 million in 2016 included net income before noncontrolling interests of $390 million. These net inflows also benefited from $23 million of adjustments to reconcile net income to net cash.
Cash provided by investing activities of $1.0 billion in 2016 included $4.2 billion of net inflows from our fixed income securities, partially offset by $3.2 billion from the net increase in loans funded.
Cash used for financing activities of $411 million in 2016 included a $262 million decrease in short-term borrowings.
Cash and cash equivalents at December 31, 2016 were $2.5 billion, compared to $1.5 billion at December 31, 2015.
2015
Cash provided by operating activities of $339 million in 2015 included net income before noncontrolling interests of $375 million. These net inflows were partially offset by $56.5 million of adjustments to reconcile net income to net cash.
Cash used for investing activities of $6.5 billion in 2015 included $7.5 billion for purchases of fixed income securities and $2.3 billion from the net increase in loans funded. These cash outflows were partially offset by $3.2 billion from sales, maturities and paydowns of our fixed income securities portfolio.
Cash provided by financing activities of $5.8 billion in 2015 included a $4.7 billion increase in deposits, a $767 million increase in short-term borrowings and $346 million from the issuance of our 3.50% Senior Notes in January 2015.
Cash and cash equivalents at December 31, 2015 were $1.5 billion, compared to $1.8 billion at December 31, 2014.

ITEM 7A.QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
Interest Rate Risk Management
Market risk is defined as the risk of adverse fluctuations in the market value of financial instruments due to changes in market interest rates. Interest rate risk is our primary market risk and can result from timing and volume differences in the repricing of our rate-sensitive assets and liabilities, widening or tightening of credit spreads, changes in the general level of market interest rates and changes in the shape and level of the benchmark LIBOR/SWAP yield curve. Additionally, changes in interest rates can influence the rate of principal prepayments on mortgage securities, which affects the rate of amortization of purchase premiums and discounts. Other market risks include foreign currency exchange risk, equity price risk, including the effect of competition on product pricing. While all ofAll these risks are important considerations, allbut are also inherently difficult to predict and it is equally difficult to assess the impact of each on the overall simulation results. Consequently, simulations used to analyze the sensitivity of net interest income to changes in interest rate riskrates will differ from actual results due to differences in the timing and frequency andof rate resets, the magnitude of changes in market rates, the impact of competition, fluctuating business conditions and the impact of strategies taken by management to mitigate these risks.
Interest rate risk is managed by our ALCO. ALCO reviews the sensitivity of the market valuation on earning assets and funding liabilities and the modeled 12-month forward lookingprojection of net interest income from changes in interest rates, structural changes in investment and funding portfolios, loan and deposit activity and current market conditions. Adherence with relevantRelevant metrics included in our Interest Rate Risk Policy,and guidelines, which isare approved by the Finance Committee of our Board of Directors isand are included in our Interest Rate Risk Policy, are monitored on an ongoing basis.
Management of interestInterest rate risk is carried outmanaged primarily through strategies involving our fixed income securities portfolio, available funding channels and capital market activities. In addition, our policies permit the use of off-balance sheet derivatives, such as interest rate swaps, to assist inwith managing interest rate risk.
We utilize a simulation model to perform sensitivity analysis on the economic value of our equity and our net interest income under a variety of interest rate scenarios, balance sheet forecasts and business strategies. The simulation model provides a dynamic assessment of interest rate sensitivity embedded within our balance sheet which measures the potential variability in economic value and net interest income relating solely to changes in market interest rates over time. We review our interest rate risk position and sensitivity to market interest rates on a quarterly basis at a minimum.regularly.
Model Simulation and Sensitivity Analysis
A specific application of our simulation model involves measurement of the impact of changes in market interest rates on ourthe economic value of equity (“EVE”). EVE is defined as the market value of assets, less the market value of liabilities, adjusted for any off-balance sheet items, if any.liabilities. Another application of the simulation model measures the impact of changes in market interest rates on our net interest income (“NII”) assuming a static balance sheet size and composition as of the period-end reporting date. Meaning,In the NII simulation, the level of market interest rates as well as the size and composition of earning assets and funding liabilitiesthe balance sheet are held constant over the simulation horizon. Simulated cash flows during the scenario horizon are assumed to be replaced as they occur, which restoresmaintains the balance sheet toat its originalcurrent size and composition. More specifically, with respect to earning assets, loan maturities, principal maturities, paydowns and calls on investments are added back as replacement balances as they occur during the simulation horizon. Yield and spread assumptions on cash and investment balances reflect current market rates.rates and the shape of the yield curve. Yield and spread assumptions on loans reflect recent market impacts on product pricing. Similarly, we make certain deposit decay rate assumptions on demand deposits and interest bearinginterest-bearing deposits, which are replenished to hold the level and mix of funding liabilities constant. Changes in market interest rates that affect usnet interest income are principally short-term interest rates and include the following benchmark indexes: (i) the National and SVB Prime rates,Rate, (ii) 1-month and 3-month LIBOR and (iii) the Federal Funds target rate. Changes in these short-term rates impact interest earned on our variable rate loans variable rate investment securities and balances held as cash and cash equivalents. Additionally, simulated changes in deposit pricing relative to changes in market rates, commonly referred to as deposit beta, generally follow overall changes in short-term interest rates, although actual changes may lag in terms of timing and magnitude. Overall,
The NII simulation results presented here include an "asymmetric" beta assumption that is applied in the assumed weighted deposit beta on interest bearing deposits is approximately 35.0 percent, which meansNII and EVE simulation models for interest-bearing deposits. This reflects management expectations that deposit repricing is assumed tobehavior in a falling rate environment would be different than repricing behavior in a rising rate environment. This model assumes the overall beta for interest-bearing deposits in a falling rate environment would be approximately 35.060 percent. That is, overall changes in interest-bearing deposit rates would be approximately 60 percent of a giventhe change in short-term interestmarket rates. ThisThese repricing isassumptions are reflected as a changechanges in interest expense on interest bearinginterest-bearing deposit balances.
For the year ended December 31, 2017, our results include two key modeling assumption changes relating to our non-maturity deposits and prepayments on outstanding commercial loans. The impact was seen primarily in our EVE sensitivity profile and, to a lesser degree, on our NII sensitivity.
For non-maturity deposits, the assumed deposit decay rate is greater in current modeled results compared to assumptions used in prior periods. The impact of the change in assumptions in all rate simulations resulted in greater market value sensitivity of deposits and greater EVE sensitivity overall. Prepayment rate assumptions on commercial loans are also greater in current modeled results compared to assumptions used in prior periods. The impact of the change in assumptions resulted in lower

market value sensitivity on commercial loans but the impact on overall EVE sensitivity was minimal in comparison to the overall changes in EVE sensitivity.
The following table presents our EVE and NII sensitivity exposure related to an instantaneous and sustained parallel shift in market interest rates of 100 and 200 basis points ("bps") at December 31, 20172019 and at December 31, 2016 (as revised based on2018. NII sensitivity for December 31, 2018 reflects the higher beta assumptions discussed above in both increasing and decreasing rate scenarios for purposes of comparison. Modeled EVE for December 31, 2018 has not been adjusted as the assumption changes noted above):change had an immaterial impact.
Change in interest rates (bps)
(Dollars in thousands)
 Estimated Estimated Increase/(Decrease) In EVE Estimated 
Estimated Increase/
(Decrease) In NII
 EVE Amount Percent NII (1) Amount Percent
December 31, 2019:            
+200 $9,930,270
 $(253,659) (2.5)% $2,528,158
 $421,358
 20.0 %
+100 10,056,711
 (127,218) (1.2) 2,314,686
 207,886
 9.9
 10,183,929
 
 
 2,106,800
 
 
-100 10,138,558
 (45,371) (0.4) 1,927,801
 (178,999) (8.5)
-200 10,000,585
 (183,344) (1.8) 1,760,283
 (346,517) (16.4)
             
December 31, 2018:            
+200 $9,348,408
 $504,405
 5.7 % $2,583,577
 $499,257
 24.0 %
+100 9,090,781
 246,778
 2.8
 2,334,040
 249,720
 12.0
 8,844,003
 
 
 2,084,320
 
 
-100 8,470,501
 (373,502) (4.2) 1,840,190
 (244,130) (11.7)
-200 7,590,973
 (1,253,030) (14.2) 1,543,150
 (541,170) (26.0)
Change in interest rates (basis points)
(Dollars in thousands)
 Estimated Estimated Increase/(Decrease) In EVE Estimated 
Estimated Increase/
(Decrease) In NII
 EVE Amount Percent NII Amount Percent
December 31, 2017:            
+200 $8,091,107
 $805,624
 11.1 % $1,885,885
 $400,127
 26.9 %
+100 7,716,066
 430,583
 5.9
 1,683,742
 197,984
 13.3
 7,285,483
 
 
 1,485,758
 
 
-100 6,637,588
 (647,895) (8.9) 1,252,063
 (233,695) (15.7)
-200 5,718,401
 (1,567,082) (21.5) 1,108,712
 (377,046) (25.4)
             
December 31, 2016: (As revised)            
+200 $7,601,404
 $1,129,823
 17.5 % $1,543,247
 $365,734
 31.1 %
+100 7,073,407
 601,826
 9.3
 1,360,356
 182,843
 15.5
 6,471,581
 
 
 1,177,513
 
 
-100 5,765,799
 (705,782) (10.9) 1,075,353
 (102,160) (8.7)
-200 4,860,540
 (1,611,041) (24.9) 1,039,903
 (137,610) (11.7)
(1)Estimated NII sensitivity for December 31, 2018 has been revised from prior period presentations to reflect updated assumptions.

Economic Value of Equity
The estimated EVE in the preceding table is based on a combination of valuation methodologies including a discounted cash flow analysis and a multi-path lattice basedlattice-based valuation. Both methodologies use publicly available market interest rates to determine discounting factors on preparedprojected cash flows. The model simulations and calculations are highly assumption-dependent and will change regularly as the composition of earning assets and funding liabilities change (including the impact of changes in the value of interest rate derivatives, if any)derivatives), as interest rate environments evolve, and as we change our assumptions in response to relevant market conditions, competition or business circumstances. These calculations do not reflect theforecast changes in our balance sheet or changes we may make to reduce our EVE exposure as a part of our overall interest rate risk management strategy.
As with any method of measuring interest rate risk, certain limitations are inherent in the method of analysis presented in the preceding table. We are exposed to yield curve risk, prepayment risk, basis risk and yield spread compression, which cannot be fully modeled and expressed using the above methodology. Accordingly, the results in the preceding table should not be relied upon as a precise indicator of actual results in the event of changing market interest rates. Additionally, the resulting EVE and NII estimates are not intended to represent and should not be construed to represent our estimate of the underlying value of equityEVE or forecast of NII.
Our base case EVE as of December 31, 20172019 increased $1.3 billion from December 31, 20162018, driven by $0.8 billion, driven primarily by the change in ouroverall balance sheet composition. Rising interest rates also impacted this measure, to a lesser extent. Atgrowth. For the period ended December 31, 2017,2019, as compared to December 31, 2016,2018, fixed income investments in our AFS and HTM portfolios increased by $4.6 billion, total loan balances increased by $3.2$4.8 billion primarily in variable-rate loans. Total fixed income securities also increased by $2.7 billion due to purchases of longer maturity instruments such as pass-through mortgage-backed securities and municipal debt securities combined with run-off of shorter maturity U.S. Treasury securities. Additionally, total deposits increased by $5.3$12.4 billion.
Marginally higher LIBOR/swap ratesThe growth of $12.4 billion in total deposits consisted of $1.7 billion in noninterest bearing deposits and $10.7 billion in interest-bearing deposits. The significantly larger increase in the 3-growth of our interest-bearing deposits relative to 24-month tenors continue to driveour loan growth, in conjunction with the increase in rates paid on our interest-bearing deposits during 2019, results in a relatively flat yield curve compared to December 31, 2016. These higher rates, along with changes in balance sheet composition contributed to a $171 million decrease indownward impact on our EVE sensitivity in the +100 bps and +200 bps rate shock scenario.scenarios. As of December 31, 2019, interest-bearing deposits represented 63 percent of total loan balances compared to 36 percent at December 31, 2018. In addition, purchases in fixed income investments during 2019 consisted primarily of mortgage-backed securities which have lower prepayment rates during increasing interest rate environments also resulting in a downward impact on EVE sensitivity in the -100+100 bps and -200+200 bps rate shock scenarios increased $58 millionreflective of lower reinvestment opportunities in an increasing interest rate environment. The downward EVE impacts in the +100 bps and $44 million, respectively.+200 bps rate shock scenarios from the interest-bearing deposit growth and increase in the mortgage-backed securities are partially offset by the upward EVE impact from loan growth.

The overall change in mix in the composition of our balance sheet as discussed, results in an EVE profile that experiences negative changes in both the upward and downward rate shock environments, and represents a typical profile for a balance sheet that includes primarily mortgage-backed fixed income investments and interest-bearing deposits.
12-Month Net Interest Income Simulation
NII sensitivity is measured as the percentage change in projected 12-month net interest income earned in +/-100 and +/-200 basis point interest rate shock scenarios compared to a base scenario where balances and interest rates are held constant over the forecast horizon. At December 31, 2019, NII sensitivity was 9.9 percent in the +100 bps interest rate scenario, compared to 12.0 percent at December 31, 2018. Our estimatedNII sensitivity in the +200 bps interest rate shock scenario was 20.0 percent compared to 24.0 percent at December 31, 2018. NII sensitivity in the -100 bps scenario of negative 8.5 percent was lower at December 31, 2019, compared to a negative 11.7 percent at December 31, 2018. The -200 bps scenario currently indicates a lower percentage change in NII of negative 16.4 percent at December 31, 2019, compared to negative 26.0 percent at December 31, 2018. The December 31, 2019 NII sensitivity percentages are inclusive of the income or expense associated with interest rate swaps that are part of our macro hedging strategy initiated in 2019 as part of the effort to reduce the impact of decreasing rates on NII. The changes in NII sensitivity are primarily the result of the changes in balance sheet composition, combined with the impact of hedges in the respective parallel rate shock scenarios.
Our base case static 12-month NII forecast at December 31, 20172019 increased fromcompared to December 31, 20162018 by $308 million,$22 million. This change is primarily due to the changeresult of growth in the balance sheet composition previously notedas explained above that has taken place year-to-date combined with an overall relatively lower rate environment compared to last year. Specifically, significant growth in interest-bearing deposit balances has been offset by corresponding growth in loan and fixed income investment security balances. In the 12-month NII simulation, the interest income benefit of growth in the EVE section above. A larger portion of higher-yielding, variable rate loans relative to lower-yield fixed income securities resulted inbalance sheet was softened by an increase in estimatedinterest expense associated with growth in interest-bearing deposit balances along with lower overall rate levels across the yield curve. Costs associated with the macro hedging strategy swap portfolio also contributed to the slower growth in the simulated 12-month NII. As rates rise,NII relative to overall balance sheet growth.
A majority of our loans are indexed to Prime and LIBOR. In the proportionately greater amounts ofpositive parallel simulated rate shock scenarios, interest income on assets that are tied to variable rate indexes, primarily our variable rate loans, are expected to benefit our base 12-month NII projections. In addition,The opposite is true for negative rate shock scenarios.

theThe 12-month NII simulations include repricing assumptions on our interest bearinginterest-bearing deposit products which are appliedwe set at our discretion based on client needs and our overall funding mix. Repricing of interest bearinginterest-bearing deposits impacts estimated interest expense. As noted previously, repricing deposit rates are generally assumed to be less than one-halfapproximately 60 percent of the amount of simulated changes in short-term market interest rates.
NII sensitivity at December 31, 2017 in the +100 and +200 bps interest rate shock scenarios increased $15 million and $34 million, respectively, as compared to December 31, 2016. These changes are due primarily to the changing composition of the balance sheet as noted above. Specifically, a relative increase in variable rate loans, coupled with a higher proportion of non-interest bearing deposit balances is expected to result in an increased NII in a rising rate environment.
The simulation model used in the above analysis incorporates embedded floors on loans, where present, in our interest rate scenarios, which prevent model benchmark rates from moving below zero percent in the down rate scenarios. The embedded floors are also a factor in the up rate scenarios to the extent a simulated increase in rates is needed before floored rates are cleared. In addition, we assume different deposit balance decay rates for each interest rate scenario based on a historical deposit study of our clients. These assumptions may change in future periods based on changes in client behavior and at management's discretion. Actual changes in our deposit pricing strategies may differ from our current model assumptions and may have an impact on our actual sensitivity overall.

ITEM 8.        CONSOLIDATED FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA

Report of Independent Registered Public Accounting Firm
To the Stockholders and Board of Directors and Stockholders
SVB Financial Group:
Opinions on the Consolidated Financial Statements and Internal Control over Financial Reporting

We have audited the accompanying consolidated balance sheets of SVB Financial Group and subsidiaries (the “Company”)Company) as of December 31, 20172019 and 2016, and2018, the related consolidated statements of income, comprehensive income, stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 2017,2019, and the related notes (collectively, the “consolidatedconsolidated financial statements”)statements). We also have audited the Company’s internal control over financial reporting as of December 31, 2017,2019, based on criteria established in Internal Control-Control - Integrated Framework (2013)issued by the Committee of Sponsoring Organizations of the Treadway Commission.Commission”.

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Company as of December 31, 20172019 and 2016,2018, and the results of its operations and its cash flows for each of the years in the three-year period ended December 31, 2017,2019, in conformity with U.S. generally accepted accounting principles. Also in our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2017,2019 based on criteria established in Internal Control - Integrated Framework (2013)issued by the Committee of Sponsoring Organizations of the Treadway Commission.

Commission”.
Basis for Opinions

The Company’s management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Management’s Report on Internal Control over Financial Reporting. Our responsibility is to express an opinion on the Company’s consolidated financial statements and an opinion on the Company’s internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (“PCAOB”) and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective internal control over financial reporting was maintained in all material respects.

Our audits of the consolidated financial statements included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.

Definition and Limitations of Internal Control overOver Financial Reporting

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of the consolidated financial statements for external purposes in accordance with U.S. generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of the consolidated financial statements in accordance with U.S. generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of

management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the consolidated financial statements.


Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

Critical Audit Matter
The critical audit matter communicated below is a matter arising from the current period audit of the consolidated financial statements that was communicated or required to be communicated to the audit committee and that: (1) relates to accounts or disclosures that are material to the consolidated financial statements and (2) involved our especially challenging, subjective, or complex judgments. The communication of a critical audit matter does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Assessment of the allowance for loan losses related to loans collectively evaluated for impairment and the allowance for unfunded credit commitments
As discussed in Notes 2 and 10 of the consolidated financial statements, the allowance for loan losses related to loans collectively evaluated for impairment (collectively evaluated ALL) and the allowance for unfunded credit commitments (AUCC) is the Company’s estimate of credit losses inherent in the collectively evaluated credit portfolio at the balance sheet date. The collectively evaluated ALL related to the Software/Internet, Hardware, Private Equity/Venture Capital, Life Science/Healthcare, and Premium Wine portfolio segments was $235.6 million as of December 31, 2019, which comprised 0.82% of the recorded investment in those loans, as well as 77.3% of the total allowance for loan losses. The total AUCC was $67.7 million as of December 31, 2019, which comprised 0.28% of the balance of commitments to extend credit, most of which was related to the aforementioned portfolio segments. The collectively evaluated ALL is determined based on a formula allocation for similarly risk-rated loans by portfolio segment using segment specific historical loss factors. The AUCC is determined using a similar methodology to the Company’s collectively evaluated ALL methodology adjusted by a probability factor of an unfunded credit commitment being funded at the measurement date. Both the collectively evaluated ALL and the AUCC are adjusted for certain qualitative factors.
We identified the assessment of the collectively evaluated ALL and the AUCC for the aforementioned portfolio segments as a critical audit matter. The assessment involved significant measurement uncertainty requiring complex auditor judgment, and knowledge and experience in the industry. In addition, auditor judgment was required to evaluate the sufficiency of audit evidence obtained. The assessment of the collectively evaluated ALL and the AUCC encompassed the evaluation of the methodology to determine the estimates, including certain key assumptions such as the loss emergence period and historical observation periods used in the quantitative loss estimate, and qualitative factors to capture risks not captured by the quantitative model, the most notable being the impact of economic conditions and large loan concentrations. Additionally, auditor judgment, and knowledge and experience in the industry was required to evaluate credit risk ratings.

The following are the primary procedures we performed to address this critical audit matter. We tested certain internal controls over the Company’s collectively evaluated ALL and AUCC process, including controls over the (1) periodic review, and approval of the collectively evaluated ALL and AUCC methodology, (2) determination of key assumptions, (3) determination of qualitative factors, and (4) determination of loan grades. In addition, we involved credit risk professionals with specialized skills and knowledge, who assisted in:

evaluating that the Company’s methodology is sufficiently structured, transparent, and repeatable for compliance with U.S. generally accepted accounting principles,
evaluating the methodology used to determine the loss emergence and historical observation periods used in the quantitative loss estimate,
evaluating the methodology used to determine the qualitative factors and the effect of those factors on the collectively evaluated ALL and AUCC compared with relevant credit risk factors and consistency with credit trends, and
testing individual loan grades for a selection of commercial loans by evaluating the financial performance of the borrower and underlying collateral, as applicable.

We evaluated the collective results of the procedures performed to assess the sufficiency of the audit evidence obtained related to the collectively evaluated ALL and AUCC.

/s/ KPMG LLP


We have served as the Company's auditor since 1994.
 
San Francisco, California
February 28, 20182020

SVB FINANCIAL GROUP AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS
 
  December 31,
(Dollars in thousands, except par value and share data) 2019 2018
Assets    
Cash and cash equivalents $6,781,783
 $3,571,539
Available-for-sale securities, at fair value (cost of $13,894,348 and $7,862,311, respectively) 14,014,919
 7,790,043
Held-to-maturity securities, at cost (fair value of $14,115,272 and $15,188,236, respectively) 13,842,946
 15,487,442
Non-marketable and other equity securities 1,213,829
 941,104
Total investment securities 29,071,694
 24,218,589
Loans, net of unearned income 33,164,636
 28,338,280
Allowance for loan losses (304,924) (280,903)
Net loans 32,859,712
 28,057,377
Premises and equipment, net of accumulated depreciation and amortization 161,876
 129,213
Goodwill 137,823
 
Other intangible assets, net 49,417
 
Lease right-of-use assets 197,365
 
Accrued interest receivable and other assets 1,745,233
 951,261
Total assets $71,004,903
 $56,927,979
Liabilities and total equity    
Liabilities:    
Noninterest-bearing demand deposits $40,841,570
 $39,103,422
Interest-bearing deposits 20,916,237
 10,225,478
Total deposits 61,757,807
 49,328,900
Short-term borrowings 17,430
 631,412
Lease liabilities 218,847
 
Other liabilities 2,041,752
 1,006,359
Long-term debt 347,987
 696,465
Total liabilities 64,383,823
 51,663,136
Commitments and contingencies (Note 22 and Note 28) 

 


SVBFG stockholders’ equity:    
Preferred stock, $0.001 par value, 20,000,000 shares authorized; 350,000 shares and no shares issued and outstanding, respectively
 340,138
 
Common stock, $0.001 par value, 150,000,000 shares authorized; 51,655,607 shares and 52,586,498 shares issued and outstanding, respectively 52
 53
Additional paid-in capital 1,470,071
 1,378,438
Retained earnings 4,575,601
 3,791,838
Accumulated other comprehensive income (loss) 84,445
 (54,120)
Total SVBFG stockholders’ equity 6,470,307
 5,116,209
Noncontrolling interests 150,773
 148,634
Total equity 6,621,080
 5,264,843
Total liabilities and total equity $71,004,903

$56,927,979

  December 31,
(Dollars in thousands, except par value and share data) 2017 2016
Assets    
Cash and cash equivalents $2,923,075
 $2,545,750
Available-for-sale securities, at fair value (cost of $11,131,008 and $12,588,783, respectively) 11,120,664
 12,620,411
Held-to-maturity securities, at cost (fair value of $12,548,280 and $8,376,138, respectively) 12,663,455
 8,426,998
Non-marketable and other securities 651,053
 622,552
Total investment securities 24,435,172
 21,669,961
Loans, net of unearned income 23,106,316
 19,899,944
Allowance for loan losses (255,024) (225,366)
Net loans 22,851,292
 19,674,578
Premises and equipment, net of accumulated depreciation and amortization 128,682
 120,683
Accrued interest receivable and other assets 876,246
 672,688
Total assets $51,214,467
 $44,683,660
Liabilities and total equity    
Liabilities:    
Noninterest-bearing demand deposits $36,655,497
 $31,975,457
Interest-bearing deposits 7,598,578
 7,004,411
Total deposits 44,254,075
 38,979,868
Short-term borrowings 1,033,730
 512,668
Other liabilities 911,755
 618,383
Long-term debt 695,492
 795,704
Total liabilities 46,895,052
 40,906,623
Commitments and contingencies (Note 19 and Note 25) 
 

SVBFG stockholders’ equity:    
Preferred stock, $0.001 par value, 20,000,000 shares authorized;
no shares issued and outstanding
 
 
Common stock, $0.001 par value, 150,000,000 shares authorized; 52,835,188 shares and 52,254,074 shares outstanding, respectively 53
 52
Additional paid-in capital 1,314,377
 1,242,741
Retained earnings 2,866,837
 2,376,331
Accumulated other comprehensive (loss) income (1,472) 23,430
Total SVBFG stockholders’ equity 4,179,795
 3,642,554
Noncontrolling interests 139,620
 134,483
Total equity 4,319,415
 3,777,037
Total liabilities and total equity $51,214,467

$44,683,660







See accompanying notes to the consolidated financial statements.

SVB FINANCIAL GROUP AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME
  Year ended December 31,
(Dollars in thousands, except per share amounts) 2019 2018 2017
Interest income:      
Loans $1,599,165
 $1,358,480
 $1,025,788
Investment securities:      
Taxable 568,851
 541,605
 412,133
Non-taxable 44,952
 34,616
 5,714
Federal funds sold, securities purchased under agreements to resell and other short-term investment securities 96,440
 35,208
 21,505
Total interest income 2,309,408
 1,969,909
 1,465,140
Interest expense:      
Deposits 177,672
 29,306
 8,676
Borrowings 35,135
 46,615
 36,095
Total interest expense 212,807
 75,921
 44,771
Net interest income 2,096,601
 1,893,988
 1,420,369
Provision for credit losses 106,416
 87,870
 92,304
Net interest income after provision for credit losses 1,990,185
 1,806,118
 1,328,065
Noninterest income:      
Gains on investment securities, net 134,670
 88,094
 64,603
Gains on equity warrant assets, net 138,078
 89,142
 54,555
Client investment fees 182,068
 130,360
 56,136
Foreign exchange fees 159,262
 138,812
 115,760
Credit card fees 118,719

94,072

76,543
Deposit service charges 89,200
 76,097
 58,715
Lending related fees 49,920
 41,949
 43,265
Letters of credit and standby letters of credit fees 42,669
 34,600
 28,544
Investment banking revenue 195,177
 
 
Commissions 56,346
 
 
Other 55,370
 51,858
 59,110
Total noninterest income 1,221,479
 744,984
 557,231
Noninterest expense:      
Compensation and benefits 989,734
 726,980
 606,402
Professional services 205,479
 158,835
 121,935
Premises and equipment 96,770
 77,918
 71,753
Net occupancy 69,279
 54,753
 48,397
Business development and travel 68,912
 48,180
 41,978
FDIC and state assessments 18,509
 34,276
 35,069
Other 152,579
 87,251
 85,121
Total noninterest expense 1,601,262
 1,188,193
 1,010,655
Income before income tax expense 1,610,402
 1,362,909
 874,641
Income tax expense 425,685
 351,561
 355,463
Net income before noncontrolling interests 1,184,717
 1,011,348
 519,178
Net income attributable to noncontrolling interests (47,861) (37,508) (28,672)
Net income available to common stockholders $1,136,856
 $973,840
 $490,506
Earnings per common share—basic $21.90
 $18.35
 $9.33
Earnings per common share—diluted 21.73
 18.11
 9.20

  Year ended December 31,
(Dollars in thousands, except per share amounts) 2017 2016 2015
Interest income:      
Loans $1,025,788
 $834,155
 $693,147
Investment securities:      
Taxable 412,133
 346,937
 344,646
Non-taxable 5,714
 2,234
 2,905
Federal funds sold, securities purchased under agreements to resell and other short-term investment securities 21,505
 10,070
 6,067
Total interest income 1,465,140
 1,193,396
 1,046,765
Interest expense:      
Deposits 8,676
 5,611
 5,447
Borrowings 36,095
 37,262
 34,893
Total interest expense 44,771
 42,873
 40,340
Net interest income 1,420,369
 1,150,523
 1,006,425
Provision for credit losses (1) 92,304
 106,679
 95,683
Net interest income after provision for loan losses 1,328,065
 1,043,844
 910,742
Noninterest income:      
Gains on investment securities, net 64,603
 51,740
 89,445
Gains on equity warrant assets, net (2) 54,555
 37,892
 70,963
Foreign exchange fees 115,760
 104,183
 87,007
Credit card fees 76,543

68,205

56,657
Deposit service charges 58,715
 52,524
 46,683
Client investment fees 56,136
 32,219
 21,610
Lending related fees 43,265
 33,395
 32,536
Letters of credit and standby letters of credit fees 28,544
 25,644
 20,889
Other (2) 59,110
 50,750
 47,004
Total noninterest income 557,231
 456,552
 472,794
Noninterest expense:      
Compensation and benefits 606,402
 514,270
 473,841
Professional services 121,935
 94,982
 82,839
Premises and equipment 71,753
 65,502
 51,927
Net occupancy 48,397
 39,928
 34,674
Business development and travel 41,978
 40,130
 39,524
FDIC and state assessments 35,069
 30,285
 25,455
Correspondent bank fees 12,976
 12,457
 13,415
Other 72,145
 62,243
 58,287
Total noninterest expense (1) 1,010,655
 859,797
 779,962
Income before income tax expense 874,641
 640,599
 603,574
Income tax expense (3) 355,463
 250,333
 228,754
Net income before noncontrolling interests 519,178
 390,266
 374,820
Net income attributable to noncontrolling interests (28,672) (7,581) (30,916)
Net income available to common stockholders (3) $490,506
 $382,685
 $343,904
Earnings per common share—basic (3) $9.33
 $7.37
 $6.70
Earnings per common share—diluted (3) 9.20
 7.31
 6.62


(1)Our consolidated statements of income for the years ended December 31, 2016 and 2015 were modified from prior periods’ presentation to conform to the current period's presentation, which reflects our provision for loan losses and provision for unfunded credit commitments together as our “provision for credit losses”. In prior periods, our provision for unfunded credit commitments were reported separately as a component of noninterest expense.
(2)Our consolidated statements of income for the years ended December 31, 2016 and 2015 were modified from prior periods’ presentation to conform to the current period's presentation, which reflects a new line item to separately disclose net gains on equity warrant assets. In prior periods, net gains on equity warrant assets were reported as a component of net gains on derivative instruments. We removed the line item "gains on derivative instruments, net" and reclassified all other gains on derivative instruments, net to other noninterest income.
(3)Included in income tax expense, net income available to common stockholders, earnings per common share-basic and earnings for common share-diluted, for the year ended December 31, 2017, are tax benefits recognized associated with the adoption of Accounting Standards Update ("ASU") 2016-09, Improvements to Employee Share-Based Payment Accounting in the first quarter of 2017. This guidance was adopted on a prospective basis with no change to prior period amounts.



 See accompanying notes to the consolidated financial statements.

SVB FINANCIAL GROUP AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Net income before noncontrolling interests $1,184,717
 $1,011,348
 $519,178
Other comprehensive income (loss), net of tax:      
Change in foreign currency cumulative translation gains and losses:      
Foreign currency translation gains (losses) 3,208
 (5,999) 6,355
Related tax (expense) benefit (889) 1,669
 (2,587)
Change in unrealized gains and losses on available-for-sale securities:      
Unrealized holding gains (losses) 189,813
 (22,348) (47,161)
Related tax (expense) benefit (52,697) 6,315
 19,282
Reclassification adjustment for losses included in net
   income
 3,905
 740
 5,189
Related tax benefit (1,087) (205) (2,098)
Reclassification of unrealized gains on equity securities to retained earnings for ASU 2016-01 
 (40,316) 
Related tax expense 
 11,145
 
Amortization of unrealized gains on securities transferred from
   available-for-sale to held-to-maturity
 (2,158) (4,607) (6,475)
Related tax benefit 600
 1,277
 2,593
Reclassification of stranded tax effect to retained earnings for ASU 2018-02 
 (319) 
Change in unrealized gains and losses on cash flow hedges:      
Unrealized losses (8,305) 
 
Related tax benefit 2,306
 
 
Reclassification adjustment for losses included in net income 5,358
 
 
Related tax benefit (1,489) 
 
Other comprehensive income (loss), net of tax 138,565
 (52,648) (24,902)
Comprehensive income 1,323,282
 958,700
 494,276
Comprehensive income attributable to noncontrolling interests (47,861) (37,508) (28,672)
Comprehensive income attributable to SVBFG $1,275,421
 $921,192
 $465,604

  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Net income before noncontrolling interests $519,178
 $390,266
 $374,820
Other comprehensive (loss) income, net of tax:      
Change in cumulative translation gains (losses):      
Foreign currency translation gains (losses) 6,355
 (5,245) 2,570
Related tax (expense) benefit (2,587) 2,050
 (957)
Change in unrealized (losses) gains on available-for-sale securities:      
Unrealized holding (losses) gains (47,161) 39,016
 (36,702)
Related tax benefit (expense) 19,282
 (15,911) 14,730
Reclassification adjustment for losses (gains) included in net
   income
 5,189
 (12,195) (1,201)
Related tax (benefit) expense (2,098) 4,963
 481
Amortization of unrealized gains on securities transferred from
   available-for-sale to held-to-maturity
 (6,475) (7,786) (10,412)
Related tax benefit 2,593
 3,134
 4,191
Other comprehensive (loss) income, net of tax (24,902) 8,026
 (27,300)
Comprehensive income 494,276
 398,292
 347,520
Comprehensive income attributable to noncontrolling interests (28,672) (7,581) (30,916)
Comprehensive income attributable to SVBFG $465,604
 $390,711
 $316,604

































See accompanying notes to the consolidated financial statements.

SVB FINANCIAL GROUP AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY
  Preferred Stock Common Stock 
Additional
Paid-in Capital
 Retained Earnings 
Accumulated Other
Comprehensive Income (Loss)
 
Total SVBFG
Stockholders’ Equity
 Noncontrolling Interests Total Equity
(Dollars in thousands, except share data)  Shares Amount      
Balance at December 31, 2016 $
 52,254,074
 $52
 $1,242,741
 $2,376,331
 $23,430
 $3,642,554
 $134,483
 $3,777,037
Common stock issued under employee benefit plans, net of restricted stock cancellations 
 570,276
 1
 24,908
 
 
 24,909
 
 24,909
Common stock issued under ESOP 
 10,838
 
 2,094
 
 
 2,094
 
 2,094
Net income 
 
 
 
 490,506
 
 490,506
 28,672
 519,178
Capital calls and distributions, net 
 
 
 
 
 
 
 (23,535) (23,535)
Net change in unrealized gains and losses on AFS securities, net of tax 
 
 
 
 
 (24,788) (24,788) 
 (24,788)
Amortization of unrealized gains on securities transferred from AFS to HTM, net of tax 
 
 
 
 
 (3,882) (3,882) 
 (3,882)
Foreign currency translation adjustments, net of tax 
 
 
 
 
 3,768
 3,768
 
 3,768
Share-based compensation, net 
 
 
 44,634
 
 
 44,634
 
 44,634
Balance at December 31, 2017 $
 52,835,188
 $53
 $1,314,377
 $2,866,837
 $(1,472) $4,179,795
 $139,620
 $4,319,415
Cumulative adjustment for ASU 2014-09, net of tax 
 
 
 
 (5,802) 
 (5,802) 
 (5,802)
Cumulative adjustment for ASU 2016-01, net of tax 
 
 
 
 103,766
 (29,171) 74,595
 
 74,595
Reclassification of stranded tax effect for ASU 2018-02 
 
 
 
 319
 (319) 
 
 
Common stock issued under employee benefit plans, net of restricted stock cancellations 
 456,845
 1
 15,809
 
 
 15,810
 
 15,810
Common stock issued under ESOP 
 9,672
 
 2,577
 
 
 2,577
 
 2,577
Net income 
 
 
 
 973,840
 
 973,840
 37,508
 1,011,348
Capital calls and distributions, net 
 
 
 
 
 
 
 (28,494) (28,494)
Net change in unrealized gains and losses on AFS securities, net of tax 
 
 
 
 
 (15,498) (15,498) 
 (15,498)
Amortization of unrealized gains on securities transferred from AFS to HTM, net of tax 
 
 
 
 
 (3,330) (3,330) 
 (3,330)
Foreign currency translation adjustments, net of tax 
 
 
 
 
 (4,330) (4,330) 
 (4,330)
Share-based compensation, net 
 
 
 45,675
 
 
 45,675
 
 45,675
Common stock repurchases 
 (715,207) (1) 
 (147,122) 
 (147,123) 
 (147,123)
Balance at December 31, 2018 $
 52,586,498
 $53
 $1,378,438
 $3,791,838
 $(54,120) $5,116,209
 $148,634
 $5,264,843
Cumulative adjustment for the adoption of premium amortization on purchased callable debt securities (ASU 2017-08) (1) 
 
 
 
 (583) 
 (583) 
 (583)
Acquisition of SVB Leerink 
 
 
 
 
 
 
 5,256
 5,256
Common stock issued under employee benefit plans, net of restricted stock cancellations 
 586,877
 
 21,312
 
 
 21,312
 
 21,312
Common stock issued under ESOP 
 14,442
 
 3,506
 
 
 3,506
 
 3,506
Issuance of Series A Preferred Stock 340,138
 
 
 
 
 
 340,138
 
 340,138
Net income 
 
 
 
 1,136,856
 
 1,136,856
 47,861
 1,184,717
Capital calls and distributions, net 
 
 
 
 
 
 
 (50,978) (50,978)
Net change in unrealized gains and losses on AFS securities, net of tax 
 
 
 
 
 139,934
 139,934
 
 139,934
Amortization of unrealized gains on securities transferred from AFS to HTM, net of tax 
 
 
 
 
 (1,558) (1,558) 
 (1,558)
Foreign currency translation adjustments, net of tax 
 
 
 
 
 2,319
 2,319
 
 2,319
Net change in unrealized gains and losses on cash flow hedges, net of tax 
 
 
 
 
 (2,130) (2,130) 
 (2,130)
Share-based compensation, net 
 
 
 66,815
 
 
 66,815
 
 66,815
Common stock repurchases 
 (1,532,210) (1) 
 (352,510) 
 (352,511) 
 (352,511)
Balance at December 31, 2019 $340,138
 51,655,607
 $52
 $1,470,071
 $4,575,601
 $84,445
 $6,470,307
 $150,773
 $6,621,080

  Common Stock 
Additional
Paid-in Capital
 Retained Earnings 
Accumulated Other
Comprehensive Income (Loss)
 
Total SVBFG
Stockholders’ Equity
 Noncontrolling Interests Total Equity
(Dollars in thousands, except share data) Shares Amount      
Balance at December 31, 2014 50,924,925
 $51
 $1,120,350
 $1,649,967
 $42,704
 $2,813,072
 $1,238,662
 $4,051,734
Common stock issued under employee benefit plans, net of restricted stock cancellations 657,876
 1
 18,897
 
 
 18,898
 
 18,898
Common stock issued under ESOP 27,425
 
 3,512
 
 
 3,512
 
 3,512
Income tax effect from stock options exercised, vesting of restricted stock and other (1) 
 
 16,602
 
 
 16,602
 
 16,602
Deconsolidation of noncontrolling interest upon adoption of ASU 2015-02 (2) 
 
 
 
 
 
 (1,069,437) (1,069,437)
Net income 
 
 
 343,904
 
 343,904
 30,916
 374,820
Capital calls and distributions, net 
 
 
 
 
 
 (65,044) (65,044)
Net change in unrealized gains and losses on AFS securities, net of tax 
 
 
 
 (22,692) (22,692) 
 (22,692)
Amortization of unrealized gains on securities transferred from AFS to HTM, net of tax 
 
 
 
 (6,221) (6,221) 
 (6,221)
Foreign currency translation adjustments, net of tax 
 
 
 
 1,613
 1,613
 
 1,613
Share-based compensation, net 
 
 29,671
 
 
 29,671
 
 29,671
Other, net 
 
 
 (225) 
 (225) 
 (225)
Balance at December 31, 2015 51,610,226
 $52
 $1,189,032
 $1,993,646
 $15,404
 $3,198,134
 $135,097
 $3,333,231
Common stock issued under employee benefit plans, net of restricted stock cancellations 600,683
 
 21,819
 
 
 21,819
 
 21,819
Common stock issued under ESOP 43,165
 
 4,328
 
 
 4,328
 
 4,328
Income tax effect from stock options exercised, vesting of restricted stock and other (1) 
 
 (3,640) 
 
 (3,640) 
 (3,640)
Net income 
 
 
 382,685
 
 382,685
 7,581
 390,266
Capital calls and distributions, net 
 
 
 
 
 
 (8,195) (8,195)
Net change in unrealized gains and losses on AFS securities, net of tax 
 
 
 
 15,873
 15,873
 
 15,873
Amortization of unrealized gains on securities transferred from AFS to HTM, net of tax 
 
 
 
 (4,652) (4,652) 
 (4,652)
Foreign currency translation adjustments, net of tax 
 
 
 
 (3,195) (3,195) 
 (3,195)
Share-based compensation, net 
 
 31,202
 
 
 31,202
 
 31,202
Balance at December 31, 2016 52,254,074
 $52
 $1,242,741
 $2,376,331
 $23,430
 $3,642,554
 $134,483
 $3,777,037
Common stock issued under employee benefit plans, net of restricted stock cancellations 570,276
 1
 24,908
 
 
 24,909
 
 24,909
Common stock issued under ESOP 10,838
 
 2,094
 
 
 2,094
 
 2,094
Income tax effect from stock options exercised, vesting of restricted stock and other (1) 
 
 
 
 
 
 
 
Net income 
 
 
 490,506
 
 490,506
 28,672
 519,178
Capital calls and distributions, net 
 
 
 
 
 
 (23,535) (23,535)
Net change in unrealized gains and losses on AFS securities, net of tax 
 
 
 
 (24,788) (24,788) 
 (24,788)
Amortization of unrealized gains on securities transferred from AFS to HTM, net of tax 
 
 
 
 (3,882) (3,882) 
 (3,882)
Foreign currency translation adjustments, net of tax 
 
 
 
 3,768
 3,768
 
 3,768
Share-based compensation, net 
 
 44,634
 
 
 44,634
 
 44,634
Balance at December 31, 2017 52,835,188
 $53
 $1,314,377
 $2,866,837
 $(1,472) $4,179,795
 $139,620
 $4,319,415
 

(1)During the first quarter of 2017 we adopted ASU 2016-09, Improvements to Employee Share-Based Payment Accounting. See Note 2—2- "Summary of Significant Accounting Policies”Policies" of the “Notes"Notes to the Consolidated Financial Statements”Statements" under Part II, Item 8 of this report for additional details.
(2)During the second quarter of 2015 we adopted new accounting guidance related to our consolidated variable interest entities (ASU 2015-02). Amounts prior to January 1, 2015 have not been revised for the adoption of this guidance. See Note 2— "Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details.





See accompanying notes to the consolidated financial statements.

SVB FINANCIAL GROUP AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Cash flows from operating activities:      
Net income before noncontrolling interests $1,184,717
 $1,011,348
 $519,178
Adjustments to reconcile net income to net cash provided by operating activities:      
Provision for credit losses 106,416
 87,870
 92,304
Change in fair value of equity warrant assets, net of proceeds from exercises 2,240
 (24,417) (11,862)
Changes in fair values of derivatives, net (18,506) (11,043) 14,261
Gains on investment securities, net (134,670) (88,094) (45,547)
Distributions of earnings from non-marketable and other equity securities 95,131
 72,015
 45,867
Depreciation and amortization 82,717
 57,906
 56,123
Amortization of premiums and discounts on investment securities, net 15,513
 (28) 2,530
Amortization of share-based compensation 66,815
 45,675
 36,900
Amortization of deferred loan fees (155,429) (128,077) (111,738)
Deferred income tax (benefit) expense (3,072) (21,061) 25,187
Excess tax benefit from exercise of stock options and vesting of restricted shares (9,588) (17,989) (18,014)
Losses from the write-off of premises and equipment 5,219
 7,278
 
Other losses (gains) 8,959
 
 (3,308)
Changes in other assets and liabilities:      
Accrued interest receivable and payable, net (24,189) (55,834) (31,372)
Accounts receivable and payable, net (17,019) (23,020) 3,481
Income tax receivable and payable, net (11,630) (5,820) 46,168
Accrued compensation (15,253) 56,874
 31,689
Foreign exchange spot contracts, net 59,998
 24,018
 (20,891)
Other, net (74,240) (54,039) 15,909
Net cash provided by operating activities 1,164,129
 933,562
 646,865
Cash flows from investing activities:      
Purchases of available-for-sale securities (9,872,095) (668,264) (2,420,741)
Proceeds from sales of available-for-sale securities 2,189,087
 474,482
 580,871
Proceeds from maturities and paydowns of available-for-sale securities 1,643,357
 3,436,064
 3,339,574
Purchases of held-to-maturity securities (492,502) (4,726,595) (5,967,223)
Proceeds from maturities and paydowns of held-to-maturity securities 2,124,513
 1,891,761
 1,708,001
Purchases of non-marketable and other equity securities (136,186) (81,574) (44,047)
Proceeds from sales and distributions of capital of non-marketable and other equity securities 113,526
 95,025
 51,052
Net increase in loans (4,773,775) (5,175,409) (3,170,099)
Purchases of premises and equipment (65,479) (45,865) (50,884)
Proceeds from sale of equity valuation services business 
 
 3,000
Acquisition of SVB Leerink (102,328) 
 
Net cash used for investing activities (9,371,882) (4,800,375) (5,970,496)
Cash flows from financing activities:      
Net increase in deposits 12,428,907
 5,074,825
 5,274,207
Net (decrease) increase in short-term borrowings (613,982) (402,318) 521,062
Principal payments of long-term debt (358,395) 
 (97,781)
(Distributions to noncontrolling interests), net of contributions from noncontrolling interests (50,978) (28,494) (23,535)
Net proceeds from the issuance of preferred stock 340,138
 
 
Common stock repurchase (352,511) (147,123) 
Proceeds from issuance of common stock, ESPP and ESOP 24,818
 18,387
 27,003
Net cash provided by financing activities 11,417,997
 4,515,277
 5,700,956
Net increase in cash and cash equivalents 3,210,244
 648,464
 377,325
Cash and cash equivalents at beginning of period 3,571,539
 2,923,075
 2,545,750
Cash and cash equivalents at end of period $6,781,783

$3,571,539
 $2,923,075
Supplemental disclosures:      
Cash paid during the period for:      
Interest $217,961
 $75,601
 $45,592
Income taxes 422,346
 376,425
 277,823
Noncash items during the period:      
Changes in unrealized gains and losses on available-for-sale securities, net of tax $139,934
 $(15,498) $(24,788)
Distributions of stock from investments 8,917
 5,277
 6,807

  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Cash flows from operating activities:      
Net income before noncontrolling interests $519,178
 $390,266
 $374,820
Adjustments to reconcile net income to net cash provided by operating activities:      
Provision for credit losses 92,304
 106,679
 95,683
Change in fair value of equity warrant assets, net of proceeds from exercises (11,862) (9,251) (54,678)
Changes in fair values of derivatives, net 14,261
 (9,036) 1,208
Gains on investment securities, net (64,603) (51,740) (89,445)
Depreciation and amortization 56,123
 46,819
 40,008
Amortization of premiums and discounts on investment securities, net 2,530
 6,582
 18,271
Amortization of share-based compensation 36,900
 35,494
 32,239
Amortization of deferred loan fees (111,738) (98,150) (89,384)
Deferred income tax expense (benefit) 25,187
 (4,235) (9,133)
Excess tax benefit from exercise of stock options and vesting of restricted shares (1) (18,014) 
 
Other gains (5,124) 
 (1,287)
Changes in other assets and liabilities:      
Accrued interest receivable and payable, net (31,372) (3,663) (8,397)
Accounts receivable and payable, net 3,481
 (4,945) (24,029)
Income tax receivable and payable, net 46,168
 3,672
 (9,857)
Accrued compensation 31,689
 (15,292) 30,293
Foreign exchange spot contracts, net (20,891) 3,093
 (31,159)
Other, net 15,882
 41,684
 64,044
Net cash provided by operating activities 580,099
 437,977
 339,197
Cash flows from investing activities:      
Purchases of available-for-sale securities (2,420,741) (429,268) (4,586,680)
Proceeds from sales of available-for-sale securities 580,871
 2,892,460
 8,054
Proceeds from maturities and paydowns of available-for-sale securities 3,339,574
 1,364,398
 1,704,918
Purchases of held-to-maturity securities (5,967,223) (1,306,010) (2,888,805)
Proceeds from maturities and paydowns of held-to-maturity securities 1,708,001
 1,656,580
 1,495,362
Purchases of non-marketable and other securities (43,994) (48,932) (39,455)
Proceeds from sales and distributions of non-marketable and other securities 117,765
 96,708
 138,453
Net increase in loans (3,170,099) (3,157,281) (2,328,944)
Purchases of premises and equipment (50,884) (53,311) (53,918)
Proceeds from sale of equity valuation services business 3,000
 
 
Net proceeds from SVBIF transaction (2) 
 
 39,284
Effect of deconsolidation due to adoption of ASU 2015-02 
 
 15,995
Net cash (used for) provided by investing activities (5,903,730) 1,015,344
 (6,495,736)
Cash flows from financing activities:      
Net increase (decrease) in deposits 5,274,207
 (162,908) 4,719,738
Net increase (decrease) in short-term borrowings 521,062
 (262,232) 767,119
Principal payments of long-term debt (97,781) 
 
(Distributions to noncontrolling interests), net of contributions from noncontrolling interests (23,535) (8,195) (23,518)
Proceeds from issuance of common stock, ESPP and ESOP 27,003
 26,147
 22,410
Tax effect from stock exercises (1) 
 (3,640) 16,602
Proceeds from issuance of 3.50% Senior Notes

 
 
 346,431
Net cash provided by (used for) by financing activities 5,700,956
 (410,828) 5,848,782
Net increase (decrease) in cash and cash equivalents 377,325
 1,042,493
 (307,757)
Cash and cash equivalents at beginning of period (2) 2,545,750
 1,503,257
 1,811,014
Cash and cash equivalents at end of period $2,923,075

$2,545,750
 $1,503,257
Supplemental disclosures:      
Cash paid during the period for:      
Interest $45,592
 $42,918
 $35,280
Income taxes 277,823
 240,752
 220,484
Noncash items during the period:      
Changes in unrealized gains and losses on available-for-sale securities, net of tax $(24,788) $15,873
 $(22,692)
Distributions of stock from investments (3) 6,807
 1,315
 64,503



(1)In 2017 we adopted ASU 2016-09, Improvements to Employee Share-Based Payment Accounting on a prospective basis with no change to prior period amounts. See Note 2- "Summary of Significant Accounting Policies" of the "Notes to Consolidated Financial Statements" under Part II, Item 8 of this report for additional details.
(2)
Cash and cash equivalents at December 31, 2014 included $15.0 million recognized in assets held-for-sale in conjunction with the SVBIF sale transaction. On April 13, 2015 we received net proceeds of $39.3 million consisting of the sales price of $48.6 million less $9.3 million of cash and cash equivalents held by SVBIF that were sold.
(3)
For the year ended December 31, 2015, includes distributions to our noncontrolling interests of $41.5 million.






See accompanying notes to the consolidated financial statements.

SVB FINANCIAL GROUP AND SUBSIDIARIES
NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS
1.
Nature of Business
SVB Financial Group is a diversified financial services company, as well as a bank holding company and a financial holding company. SVB Financial was incorporated in the state of Delaware in March 1999. Through our various subsidiaries and divisions, we offer a diverse set of banking and financial products and services to support our clients of all sizes and stages throughout their life cycles. In these notes to our consolidated financial statements, when we refer to “SVB Financial Group,” “SVBFG”, the “Company,” “we,” “our,” “us” or use similar words, we mean SVB Financial Group and all of its subsidiaries collectively, including Silicon Valley Bank (the “Bank”), unless the context requires otherwise. When we refer to “SVB Financial” or the “Parent” we are referring only to the parent company entity, SVB Financial Group (not including subsidiaries).
We offer commercial banking products and services through our principal subsidiary, the Bank, which is a California-chartered bank founded in 1983 and a member of the Federal Reserve System. Through its subsidiaries, the Bank also offers asset management, private wealth management and other investment services. We alsoIn addition, through SVB Financial's other subsidiaries and divisions, we offer investment banking and non-banking products and services, such as funds management private equity/venture capital investment through our other subsidiaries and divisions.M&A advisory services. We primarily focus on serving corporate clients in the following niches: technology, life science/healthcare, private equity/venture capital and premium wine. Our corporate clients range widely in terms of size and stage of maturity. Additionally, we focus on cultivating strong relationships with firms within the venture capital and private equity community worldwide, many of which are also our clients and may invest in our corporate clients.
Headquartered in Santa Clara, California, we operate in centers of innovation in the United States and around the world.
For reporting purposes, SVB Financial Group has three4 operating segments for which we report financial information in this report: Global Commercial Bank, SVB Private Bank, SVB Capital and SVB Capital.Leerink. Financial information, results of operations and a description of the services provided by our operating segments are set forth in Note 22—25—“Segment Reporting” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
2.
Summary of Significant Accounting Policies
Use of Estimates and Assumptions
The preparation of consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities, the disclosure of contingent assets and liabilities at the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results could differ from those estimates. Estimates may change as new information is obtained. Significant items that are subject to such estimates include measurements of fair value, the valuation of non-marketable and other equity securities, the valuation of equity warrant assets and the adequacy of the allowance for loan losses and the allowance for unfunded credit commitments and the recognition and measurement of income tax assets and liabilities.commitments. The following discussion provides additional background on our significant accounting policies.
Principles of Consolidation and Presentation
Our consolidated financial statements include the accounts of SVB Financial Group and consolidated entities. We consolidate voting entities in which we have control through voting interests or entities through which we have a controlling financial interest in a variable interest entity ("VIE"). We determine whether we have a controlling financial interest in a VIE by determining if we have (a) the power to direct the activities of the VIE that most significantly impact the entity’s economic performance, (b) the obligation to absorb the expected losses or (c) the right to receive the expected returns of the entity. Generally, we have significant variable interests if our commitments to a limited partnership investment represent a significant amount of the total commitments to the entity. We also evaluate the impact of related parties on our determination of variable interests in our consolidation conclusions. We consolidate VIEs in which we are the primary beneficiary based on a controlling financial interest. If we are not the primary beneficiary of a VIE, we record our pro-rata interests or our cost basis in the VIE, as appropriate, based on other accounting guidance within GAAP.our ownership percentage.
VIEs are entities where investors lack sufficient equity at risk for the entity to finance its activities without additional subordinated financial support or equity investors and, as a group, lack one of the following characteristics: (a) the power to direct the activities that most significantly impact the entity’s economic performance, (b) the obligation to absorb the expected losses of the entity or (c) the right to receive the expected returns of the entity. We assess VIEs to determine if we are the primary beneficiary of a VIE. A primary beneficiary is defined as a variable interest holder that has a controlling financial interest. A controlling financial interest requires both: (a) the power to direct the activities that most significantly impact the VIEs economic performance, and (b) the obligation to absorb losses or receive benefits of a VIE that could potentially be significant to a VIE.

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Under this analysis, we also evaluate kick-out rights and other participating rights, which could provide us a controlling financial interest. The primary beneficiary of a VIE is required to consolidate the VIE.

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We also evaluate fees paid to managers of our limited partnership investments. We exclude those fee arrangements that are not deemed to be variable interests from the analysis of our interests in our investments in VIEs and the determination of a primary beneficiary, if any. Fee arrangements based on terms that are customary and commensurate with the services provided are deemed not to be variable interests and are, therefore, excluded.
All significant intercompany accounts and transactions with consolidated entities have been eliminated. We have not provided financial or other support during the periods presented to any VIE that we were not previously contractually required to provide.
Cash and Cash Equivalents
Cash and cash equivalents consist of cash on hand, cash balances due from banks, interest-earning deposits, Federal Reserve deposits, federal funds sold, securities purchased under agreements to resell and other short-term investment securities. For the consolidated statements of cash flows, we consider cash equivalents to be investments that are readily convertible to known amounts of cash, so near to their maturity that they present an insignificant risk of change in fair value due to changes in market interest rates, and purchased in conjunction with our cash management activities.
Investment Securities
Available-for-Sale Securities
Our available-for-sale securities portfolio is a fixed income investment portfolio that is managed to earn an appropriate portfolio yield over the long-term while maintaining sufficient liquidity and credit diversification and meeting our asset/liability management objectives. Unrealized gains and losses on available-for-sale securities, net of applicable taxes, are reported in accumulated other comprehensive income, which is a separate component of SVBFG's stockholders' equity, until realized.
We analyze available-for-sale securities for other-than-temporary impairment each quarter. Market valuations represent the current fair value of a security at a specified point in time and incorporates the risk of timing of interest due and the return of principal over the contractual life of each security. Gains and losses on securities are realized when there is a sale of the security prior to maturity. A credit downgrade represents an increased level of risk of other-than-temporary impairment, and as a part of our consideration of recording an other-than-temporary impairment we will assess the issuer's ability to service the debt and to repay the principal at contractual maturity.
We apply the other-than-temporary impairment standards of ASC 320, Investments-Debt and Equity Securities. For our debt securities, we have the intent and ability to hold these securities until we recover our cost less any credit-related loss. We separate the amount of the other-than-temporary impairment, if any, into the amount that is credit related (credit loss component) and the amount due to all other factors. The credit loss component is recognized in earnings and is the difference between a security's amortized cost basis and the present value of expected future cash flows discounted at the security's effective interest rate. The amount due to all other factors is recognized in other comprehensive income.
We consider numerous factors in determining whether a credit loss exists and the period over which the debt security is expected to recover. The following list is not meant to be all inclusive. All of the following factors are considered:
The length of time and the extent to which the fair value has been less than the amortized cost basis (severity and duration);
Adverse conditions specifically related to the security, an industry or geographic area; for example, changes in the financial condition of the issuer of the security, or in the case of an asset-backed debt security, changes in the financial condition of the underlying loan obligors. Examples of those changes include any of the following:
Changes in technology;
The discontinuance of a segment of the business that may affect the future earnings potential of the issuer or underlying loan obligors of the security; and
Changes in the quality of the credit enhancement.


The historical and implied volatility of the fair value of the security;

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The payment structure of the debt security and the likelihood of the issuer being able to make payments that increase in the future;
Failure of the issuer of the security to make scheduled interest or principal payments;

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Any changes to the rating of the security by a rating agency; and
Recoveries or additional declines in fair value after the balance sheet date.
In accordance with ASC 310-20, Receivables-Nonrefundable Fees and Other Costs, we use estimates of future principal prepayments, provided by third-party market-data vendors, in addition to actual principal prepayment experience to calculate the constant effective yield necessary to apply the effective interest method in the amortization of purchase discounts or premiums on mortgage-backed securities and fixed rate collateralized mortgage obligations (“CMO”).obligations. The accretion and amortization of discounts and premiums, respectively, are included in interest income over the contractual terms of the underlying securities replicating the effective interest method.
Held-to-Maturity Securities
Debt securities purchased in which we have the positive intent and ability to hold to its maturity are classified as held-to-maturity securities and are recorded at amortized cost.
Transfers of investment securities into the held-to-maturity category from the available-for-sale category are made at fair value at the date of transfer. The net unrealized gains, net of tax, are retained in other comprehensive income, and the carrying value of the held-to-maturity securities are amortized over the life of the securities in a manner consistent with the amortization of a premium or discount. Our decision to re-designate the securities was based on our ability and intent to hold these securities to maturity.
Non-Marketable and Other Equity Securities
Non-marketable and other equity securities include investments in venture capital and private equity funds, SPD Silicon Valley Bank Co., Ltd. (the Bank's joint venture bank in China ("SPD-SVB")),SPD-SVB, debt funds, private and public portfolio companies, including public equity securities held as a result of equity warrant assets exercised, and investments in qualified affordable housing projects. A majority of these investments are managed through our SVB Capital funds business in funds of funds and direct venture funds. Our accounting for investments in non-marketable and other equity securities depends on several factors, including the level of ownership, power to control and the legal structure of the subsidiary making the investment. As further described below, we base our accounting for such securities on: (i) fair value accounting, (ii) equity method accounting,other investments without a readily determinable fair value, (iii) costequity method accounting and (iv) the proportional amortization method which is used only for qualified affordable housing projects.
Fair Value Accounting
Our managed funds are investment companies under the AICPA Audit and Accounting Guide for Investment Companies (codified in ASC 946) and accordingly, these funds report their investments at estimated fair value, with unrealized gains and losses resulting from changes in fair value reflected as investment gains or losses in our consolidated statements of income. Our non-marketable and other equity securities recorded pursuant to fair value accounting consist of our investments through the following funds:
Funds of funds, which make investments in venture capital and private equity funds, and
Direct venture funds, which make equity investments in privately held companies.

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A summary of our ownership interests in the investments held under fair value accounting as of December 31, 20172019 is presented in the following table:
Limited partnership Company Direct and Indirect Ownership in Limited Partnership
Managed funds of funds  
Strategic Investors Fund, LP 12.6%
Capital Preferred Return Fund, LP 20.0

Growth Partners, LP 33.0

Managed direct venture funds  
CP I, LP 10.7



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The general partner interests of these funds are controlled, and in some cases, owned by SVB Financial. The limited partners of these funds do not have substantive participating or kick-out rights. Therefore, these funds are consolidated and any gains or losses resulting from changes in the estimated fair value of the investments are recorded as investment gains or losses in our consolidated net income.
Under fair value accounting, investments are carried at their estimated fair value based on financial information obtained as the general partner of the fund or obtained from the funds' respective general partner. For direct private company investments, valuations are based upon consideration of a range of factors including, but not limited to, the price at which the investment was acquired, the term and nature of the investment, local market conditions, values for comparable securities, current and projected operating performance, exit strategies and financing transactions subsequent to the acquisition of the investment. For direct equity investments in public companies, valuations are based on quoted market prices less a discount if the securities are subject to certain sales restrictions. Sales restriction discounts generally range from ten10 percent to twenty20 percent depending on the duration of the sale restrictions which typically range from three to six months. The valuation of non-marketable securities in shares of private company capital stock and the valuation of other securities in shares of public company stock with certain sales restrictions is subject to significant judgment. The inherent uncertainty in the process of valuing securities for which a ready market does not exist may cause our estimated values of these securities to differ significantly from the values that would have been derived had a ready market for the securities existed, and those differences could be material.
For our fund investments, we utilize the net asset value as obtained from the general partners of the fund investments as the funds do not have a readily determinable fair value. The general partners of our fund investments prepare their financial statements using guidance consistent with fair value accounting. We account for differences between our measurement date and the date of the fund investment's net asset value by using the most recent available financial information from the investee general partner, for example September 30th, for our December 31st consolidated financial statements. We adjust the value of our investments for any contributions paid, distributions received from the investment and known significant fund transactions or market events about which we are aware through information provided by the fund managers or from publicly available transaction data during the reporting period.
Gains or losses resulting from changes in the estimated fair value of the investments and from distributions received are recorded as gains on investment securities, net, a component of noninterest income. The portion of any investment gains or losses attributable to the limited partners is reflected as net income attributable to noncontrolling interests and adjusts our net income to reflect its percentage ownership.
Other Investments without a Readily Determinable Fair Value

Effective January 1, 2018 we adopted ASU 2016-01 Recognition and Measurement of Financial Assets and Financial Liabilities which eliminated the concept of cost method accounting and created an additional method of accounting, other investments without a readily determinable fair value. These investments include direct equity investments in private companies. The carrying value is based on the price at which the investment was acquired less any impairment, if any, plus or minus changes resulting from observable price changes in orderly transactions for identical or similar investments. We consider a range of factors when adjusting the fair value of these investments, including, but not limited to, the term and nature of the investment, local market conditions, values for comparable securities, current and projected operating performance, exit strategies, financing transactions subsequent to the acquisition of the investment and a discount for certain investments that have lock-up restrictions or other features that indicate a discount to fair value is warranted.
Equity Method
Our equity method non-marketable securities consist of investments in venture capital and private equity funds, privately-held companies, debt funds, and joint ventures. Our equity method non-marketable securities and related accounting policies are described as follows:
Equity securities, such as preferred or common stock in privately-held companies in which we hold a voting interest of at least 20 percent, or in which we have the ability to exercise significant influence over the investees' operating and financial policies through board involvement or other influence, are accounted for under the equity method,
Investments in limited partnerships in which we hold voting interests of more than 5 percent, or in which we have the ability to exercise significant influence over the partnerships' operating and financial policies, are accounted for using the equity method, and
Equity securities, such as preferred or common stock in privately-held companies in which we hold a voting interest of at least 20 percent, or in which we have the ability to exercise significant influence over the investees' operating and financial policies through board involvement or other influence, are accounted for under the equity method.


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Our China Joint Venture partnership, for which we have 50 percent ownership, is accounted for under the equity method.
Investments in limited partnerships in which we hold voting interests of more than 5 percent, or in which we have the ability to exercise significant influence over the partnerships' operating and financial policies, are accounted for using the equity method.
Our China Joint Venture partnership, for which we have 50 percent ownership, is accounted for under the equity method.
We recognize our proportionate share of the results of operations of these equity method investees in our results of operations, based on the most current financial information available from the investee. We review our investments accounted for under the equity method at least quarterly for possible other-than-temporary impairment. Our review typically includes an analysis of facts and circumstances for each investment, the expectations of the investment's future cash flows and capital needs, variability of its business and the company's exit strategy. For our fund investments, we utilize the net asset value per share as provided by the general partners of the fund investments. We account for differences between our measurement date and the date of the fund investment's net asset value by using the most recent available financial information from the investee general partner, for example September 30th, for our December 31st consolidated financial statements. We adjust the value of our investments for any contributions paid, distributions received from the investment, and known significant fund transactions or market events about which we are aware through information provided by the fund managers or from publicly available transaction data during the reporting period.
We reduce our investment value when we consider declines in value to be other-than-temporary and recognize the estimated loss as a loss on investment securities, a component of noninterest income.
Cost Method
Our cost method non-marketable securities and related accounting policies are described as follows:
Equity securities, such as preferred or common stock in privately-held companies in which we hold an ownership interest in which we do not have the ability to exercise significant influence over the investees' operating and financial policies, are accounted for under the cost method.
Investments in limited partnerships in which we hold voting interests of less than 5 percent and in which we do not have the ability to exercise significant influence over the partnerships' operating and financial policies, are accounted for under the cost method. These non-marketable securities include investments in venture capital and private equity funds.
We record these investments at cost and recognize distributions or returns received from net accumulated earnings of the investee since the date of acquisition as income. Our share of net accumulated earnings of the investee after the date of investment are recognized in consolidated net income only to the extent distributed by the investee. Distributions or returns received in excess of accumulated earnings are considered a return of investment and are recorded as reductions in the cost basis of the investment.
We review our investments accounted for under the cost method at least quarterly for possible other-than-temporary impairment. Our review typically includes an analysis of facts and circumstances of each investment, the expectations of the investment's future cash flows and capital needs, variability of its business and the company's exit strategy. To help determine impairment, if any, for our fund investments, we utilize the net asset value per share as provided by the general partners of the fund investments.
We reduce our investment value when we consider declines in value to be other-than-temporary and recognize the estimated loss as a loss on investment securities, a component of noninterest income.
Gains or losses on cost method investment securities that result from a portfolio company being acquired by a publicly traded company are determined using the fair value of the consideration received when the acquisition occurs. The resulting gains or losses are recognized in consolidated net income in the period of acquisition.
Proportional Amortization Method
In order to fulfill our responsibilities under the Community Reinvestment Act, we invest as a limited partner in low income housing partnerships that operate qualified affordable housing projects and generate tax benefits, including federal low income housing tax credits, for investors. The partnerships are deemed to be VIEs because they do not have sufficient equity investment at risk and are structured with non-substantive voting rights. We are not the primary beneficiary of the VIEs and do not consolidate

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them. Our investments in low income housing partnerships are recorded in non-marketable and other equity securities within our investment securities portfolio on the consolidated balance sheet. As a practical expedient, we amortize the investment in proportion to the allocated tax benefits under the proportional amortization method of accounting and present such benefits net of investment amortization in income tax expense.
Loans
Loans are reported at the principal amount outstanding, net of unearned loan fees. Unearned loan fees reflect unamortized deferred loan origination and commitment fees net of unamortized deferred loan origination costs. In addition to cash loan fees, we often obtain equity warrant assets that give us an option to purchase a position in a client company's stock in consideration for providing credit facilities. The grant date fair values of these equity warrant assets are deemed to be loan fees and are deferred as unearned income and recognized as an adjustment of loan yield through loan interest income. The net amount of unearned loan fees is amortized into loan interest income over the contractual terms of the underlying loans and commitments using the constant effective yield method, adjusted for actual loan prepayment experience, or the straight-line method, as applicable.
Allowance for Loan Losses
The allowance for loan losses considers credit risk and is established through a provision for loan losses charged to expense. Our allowance for loan losses is established for estimated loan losses that are probable and incurred but not yet realized. Our evaluation process is designed to determine that the allowance for loan losses is appropriate at the balance sheet date. The process of estimating loan losses is inherently imprecise.
We maintain a systematic process for the evaluation of individual loans and pools of loans for inherent risk of loan losses. At the time of approval, each loan in our portfolio is assigned a Credit Risk Rating and industry niche. Credit Risk Ratings are assigned on a scale of 1 to 10, with 1 representing loans with a low risk of nonpayment, 9 representing loans with the highest risk of nonpayment, and 10 representing loans which have been charged-off. The credit risk ratings for each loan are monitored and updated on an ongoing basis. This Credit Risk Rating process includes, but is not limited to, consideration of such factors as payment status, the financial condition and operating performance of the borrower, borrower compliance with loan covenants, underlying collateral values and performance trends, the degree of access to additional capital, the presence of credit enhancements such as third party guarantees (where applicable), the degree to which the borrower is sensitive to external factors, the depth and experience of the borrower's management team, potential loan concentrations, and general economic conditions. Our policies require a committee of senior management to review, at least quarterly, credit relationships with a credit risk rating of 5 through 9 that exceed specific dollar values. Our review process evaluates the appropriateness of the credit risk rating and allocation of the allowance for loan losses, as well as other account management functions. The allowance for loan losses is determined based on a qualitative analysis and a formula allocation for similarly risk-rated loans by portfolio segment and

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individually for impaired loans. The formula allocation provides the average loan loss experience for each portfolio segment, which considers our quarterly historical loss experience since the year 2000, both by risk-rating category and client industry sector. The resulting loan loss factors for each risk-rating category and client industry sector are ultimately applied to the respective period-end client loan balances for each corresponding risk-rating category by client industry sector to provide an estimation of the allowance for loan losses. The probable loan loss experience for any one year period of time is reasonably expected to be greater or less than the average as determined by the loss factors. As such, management applies a qualitative allocation to the results of the aforementioned model to ascertain the total allowance for loan losses. This qualitative allocation is based on management's assessment of the risks that may lead to a loan loss experience different from our historical loan loss experience. Based on management's prediction or estimate of changing risks in the lending environment, the qualitative allocation may vary significantly from period to period and includes, but is not limited to, consideration of the following factors:
Changes in lending policies and procedures, including underwriting standards and collections, and charge-off and recovery practices;
Changes in national and local economic business conditions, including the market and economic condition of our clients' industry sectors;
Changes in the nature of our loan portfolio;
Changes in experience, ability, and depth of lending management and staff;
Changes in the trend of the volume and severity of past due and classified loans;
Changes in the trend of the volume of nonaccrual loans, troubled debt restructurings and other loan modifications;

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Reserve floor for portfolio segments that would not draw a minimum reserve based on the lack of historical loan loss experience;
Reserve for large funded loan exposure;
Reserve for performing impaired loan exposure; and
Other factors as determined by management from time to time.
While the evaluation process of our allowance for loan losses uses historical and other objective information, the classification of loans and the establishment of the allowance for loan losses rely, to a great extent, on the judgment and experience of our management.
Allowance for Unfunded Credit Commitments
We record a liability for probable and estimable incurred losses associated with our unfunded credit commitments being funded and subsequently being charged off. Each quarter, every unfunded client credit commitment is allocated to a credit risk-rating in accordance with each client's credit risk rating and portfolio segment. We use the segment specific historical loan loss factors described under our allowance for loan losses to calculate the loan loss experience if unfunded credit commitments are funded. Separately, we use historical trends to calculate a probability of an unfunded credit commitment being funded. We apply the loan funding probability factor to risk-factor adjusted unfunded credit commitments by credit risk-rating and portfolio segment to derive the allowance for unfunded credit commitments, similar to funded loans. The allowance for unfunded credit commitments also includes certain qualitative allocations as deemed appropriate by management. We include the allowance for unfunded credit commitments in other liabilities and the related provision in our provision for credit losses.

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Uncollectible Loans and Write-offs
Our charge-off policy applies to all loans, regardless of portfolio segment. Commercial loans are considered for a full or partial charge-off in the event that principal or interest is over 180 days past due and the loan lacks sufficient collateral and it is not in the process of collection, provided that a loss event has been defined and the charge-off is consistent with GAAP. Consumer loans are considered for a full or partial charge-off in the event that principal or interest is over 120 days past due and the loan lacks sufficient collateral and it is not in the process of collection, provided that a loss event has been defined and the charge-off is consistent with GAAP. We also consider writing off loans in the event of any of the following circumstances: 1) the loan, or a portion of the loan is deemed uncollectible due to: a) the borrower's inability to make recurring payments, b) material changes in the borrower's financial condition, or c) the expected sale of all or a portion of the borrower's business is insufficient to repay the loan in full, or 2) the loan has been identified for charge-off by regulatory authorities.
Troubled Debt Restructurings
A TDR arises from the modification of a loan where we have granted a concession to the borrower related to the borrower's financial difficulties that we would not have otherwise considered for economic or legal reasons. These concessions may include: (1) deferral of payment for more than an insignificant period of time that does not include sufficient offsetting borrower concessions; (2) interest rate reductions; (3) extension of the maturity date outside of ordinary course extension; (4) principal forgiveness; and/or (5) reduction of accrued interest.
We use the factors in ASC 310-40, Receivables, Troubled Debt Restructurings by Creditors, in analyzing when a borrower is experiencing financial difficulty, and when we have granted a concession, both of which must be present for a restructuring to meet the criteria of a TDR. If we determine that a TDR exists, we measure impairment based on the present value of expected future cash flows discounted at the loan's effective interest rate, except that as a practical expedient, we may also measure impairment based on a loan's observable market price, or the fair value of the collateral less selling costs if the loan is a collateral-dependent loan.
Impaired Loans
A loan is considered impaired when, based upon currently known information, it is deemed probable that we will be unable to collect all amounts due according to the contractual terms of the agreement. On a quarterly basis, we review our loan portfolio for impairment. Within each class of loans, we review individual loans for impairment based on credit risk ratings. Loans risk-rated 5 through 7 are performing loans; however, we consider them as demonstrating higher risk, which requires more frequent

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review of the individual exposures; these translate to an internal rating of "Performing (Criticized)" and could be classified as a performing impaired loan.
For each loan identified as impaired, we measure the impairment based upon the present value of expected future cash flows discounted at the loan's effective interest rate. In limited circumstances, we may measure impairment based on the loan's observable market price or the fair value of the collateral less selling costs if the loan is collateral dependent. Impaired collateral dependentcollateral-dependent loans will have independent appraisals completed and accepted at least annually. The fair value of the collateral will be determined by the most recent appraisal, as adjusted to reflect a reasonable marketing period for the sale of the asset(s) and an estimate of reasonable selling expenses.
If it is determined that the value of an impaired loan is less than the recorded investment in the loan, net of previous charge-offs and payments collected, we recognize impairment through the allowance for loan losses as determined by our analysis.
Nonaccrual Loans
Loans are placed on nonaccrual status when they become 90 days past due as to principal or interest payments (unless the principal and interest are well secured and in the process of collection); or when we have determined, based upon currently known information, that the timely collection of principal or interest is not probable.
When a loan is placed on nonaccrual status, the accrued interest and fees are reversed against interest income and the loan is accounted for using the cost recovery method thereafter until qualifying for return to accrual status. Historically, loans that have been placed on nonaccrual status have remained as nonaccrual loans until the loan is either charged-off, or the principal balances have been paid off. For a loan to be returned to accrual status, all delinquent principal and interest must become current in accordance with the terms of the loan agreement and future collection of remaining principal and interest must be deemed probable. We apply a cost recovery method in which all cash received is applied to the loan principal until it has been collected. Under this approach, interest income is recognized after total cash flows received exceed the recorded investment at the date of initial nonaccrual. All of our nonaccrual loans have credit risk ratings of 8 or 9 and are classified under the nonperforming impaired category.

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Premises and Equipment
Premises and equipment are reported at cost less accumulated depreciation and amortization. Depreciation and amortization are computed using the straight-line method over the estimated useful lives of the assets or the terms of the related leases, whichever is shorter. The maximum estimated useful lives by asset classification are as follows:
Leasehold improvements  Lesser of lease term or asset life
Furniture and equipment 7 years
Computer software  3-7 years
Computer hardware  3-5 years

We capitalize the costs of computer software developed or obtained for internal use, including costs related to developed software, purchased software licenses and certain implementation costs.
For property and equipment that is retired or otherwise disposed of, the cost and related accumulated depreciation are removed from the accounts and the resulting gain or loss is included in noninterest expense in consolidated net income.
Lease Obligations
We lease all of our properties.have entered into leases for real estate and various equipment utilized for the business. At the inception of the lease, each propertylease is evaluated to determine whether the lease will be accounted for as an operating or capitalfinance lease. ForWe had no finance lease obligations at December 31, 2019 and 2018. We have made an accounting policy election not to recognize right-of-use assets and lease liabilities that arise from short-term leases that contain rent escalations or landlord incentives,for any class of underlying asset. In addition to excluding short-term leases, we recordhave implemented an accounting policy in which non-lease components are not separated from lease components in the total rent payable duringmeasurement of right-of-use ("ROU") asset and lease liabilities for all lease contracts.
ROU assets represent our right to use an underlying asset for the lease term usingand lease liabilities represent our obligation to make lease payments arising from the straight-line methodlease. Operating lease ROU assets and liabilities are recognized at the commencement date based on the present value of lease payments over the termlease term. As most of our leases do not provide an implicit rate, we use our incremental borrowing rate based on the information available at the commencement date in determining the present value of lease payments. We use the implicit rate when readily determinable. The operating lease ROU asset also includes any lease payments made and excludes lease incentives. Our lease terms may include options to extend or terminate the lease when it is reasonably certain that we will exercise that option. Lease expense for lease payments is recognized on a straight-line basis over the lease term.
Business Combinations
Business combinations are accounted for under the acquisition method of accounting. Acquired assets, including separately identifiable intangible assets, and assumed liabilities are recorded at their acquisition-date estimated fair values. The excess of the leasecost of acquisition over these fair values is recognized as goodwill. During the measurement period, which cannot exceed one year from the acquisition date, changes to estimated fair values are recognized as an adjustment to goodwill. Certain transaction costs are expensed as incurred.
Goodwill and recordOther Intangible Assets
Goodwill is not amortized and is subject, at a minimum, to an annual impairment assessment. A quantitative assessment will be completed if we have not recently completed a fair value assessment of the difference betweenassociated reporting unit and compared the minimum rents paidassessed fair value of that reporting unit with its carrying amount, including goodwill. Should we be required to calculate the fair value of the entity, we would generally apply a discounted cash flow analysis that uses forecasted performance estimates, and a discount rate leveraging a reporting unit specific capital asset pricing model, which in turn uses assumptions related to market performance and various macroeconomic and reporting unit specific risks. If this quantitative assessment was recently completed and if we deem the straight-line rent as lease obligations.estimate to be current and reliable, we will not perform a full quantitative assessment of the reporting unit’s fair value for that reporting period. Instead, we will qualitatively determine whether it is more likely than not that the fair value of the reporting unit is less than its carrying amount, including goodwill. As part of this qualitative analysis we consider macroeconomic factors that might impact the entity’s performance, entity-specific financial performance of the reporting unit, changes in management or strategy and other factors. We had no capitalized lease obligations at December 31, 2017 and 2016.will evaluate goodwill for impairment more frequently if circumstances indicate that the fair value of our reporting units is less than their carrying value, including goodwill.


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Intangible assets with finite lives are amortized over their estimated useful lives and all intangible assets are subject to impairment if events or circumstances indicate that the fair value is less than the carrying amount.
Fair Value Measurements
Our available-for-sale securities, derivative instruments and certain marketable, non-marketable and other equity securities are financial instruments recorded at fair value on a recurring basis. We make estimates regarding valuation of assets and liabilities measured at fair value in preparing our consolidated financial statements.
Fair Value Measurement-Definition and Hierarchy
Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability (the “exit price”) in an orderly transaction between market participants at the measurement date. There is a three-level hierarchy for disclosure of assets and liabilities recorded at fair value. The classification of assets and liabilities within the hierarchy is based on whether the inputs to the valuation methodology used for measurement are observable or unobservable and on the significance of those inputs in the fair value measurement. Observable inputs reflect market-derived or market-based information obtained from independent sources, while unobservable inputs reflect our estimates about market data and views of market participants. The three levels for measuring fair value are based on the reliability of inputs and are as follows:
Level 1
Fair value measurements based on quoted prices in active markets for identical assets or liabilities that we have the ability to access. Since valuations are based on quoted prices that are readily and regularly available in an active market, valuation of these instruments does not entail a significant degree of judgment. Assets utilizing Level 1 inputs include U.S. Treasury securities, foreign government debt securities, exchange-traded equity securities and certain marketable securities accounted for under fair value accounting.
Level 2
Fair value measurements based on quoted prices in markets that are not active or for which all significant inputs are observable, directly or indirectly. Valuations for the available-for-sale securities are provided by independent pricing service providers who have experience in valuing these securities and are compared to the average of quoted market prices obtained from independent brokers. We perform a monthly analysis on the values received from third parties to ensure that the prices represent a reasonable estimate of the fair value. The procedures include, but are not limited to, initial and ongoing review of third partythird-party pricing methodologies, review of pricing trends and monitoring of trading volumes. Additional corroboration, such as obtaining a non-binding price from a broker, may be obtained depending on the frequency of trades of the security and the level of liquidity or depth of the market. We ensure prices received from independent brokers represent a reasonable estimate of the fair value through the use of observable market inputs including comparable trades, yield curve, spreads and, when available, market indices. As a result of this analysis, if the Company determinesIf we determine that there is a more appropriate fair value based upon the available market data, the price received from the third party is adjusted accordingly. Below is a summary of the significant inputs used for each class of Level 2 assets and liabilities:
U.S. agency debentures: Fair value measurements of U.S. agency debentures are based on the characteristics specific to bonds held, such as issuer name, issuance date, coupon rate, maturity date and any applicable issuer call option features. Valuations are based on market spreads relative to similar term benchmark market interest rates, generally U.S. Treasury securities.
Agency-issued mortgage-backed securities: Agency-issued mortgage-backed securities are pools of individual conventional mortgage loans underwritten to U.S. agency standards with similar coupon rates, tenor, and other attributes such as geographic location, loan size and origination vintage. Fair value measurements of these securities are based on observable price adjustments relative to benchmark market interest rates taking into consideration estimated loan prepayment speeds.
Agency-issued collateralized mortgage obligations: Agency-issued collateralized mortgage obligations are structured into classes or tranches with defined cash flow characteristics and are collateralized by U.S. agency-issued mortgage pass-through securities. Fair value measurements of these securities incorporate similar characteristics of mortgage pass-through securities such as coupon rate, tenor, geographic location, loan size and origination vintage, in addition to incorporating the effect of estimated prepayment speeds on the cash flow structure of the class or tranche. These measurements incorporate observable market spreads over an estimated average life after considering the inputs listed above.

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Agency-issued commercial mortgage-backed securities: Fair value measurements of these securities are based on spreads to benchmark market interest rates (usually U.S. Treasury rates or rates observable in the swaps market), prepayment speeds, loan default rate assumptions and loan loss severity assumptions on underlying loans.

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Municipal bondsForeign exchange forward and notes: Bonds issued by municipal governments generally have stated coupon rates, final maturity datesoption contract assets and are subject to being called ahead of the final maturity date at the option of the issuer.liabilities: Fair value measurements of these securitiesassets and liabilities are priced based on spreads to other municipal benchmark bonds with similar characteristics; or, relative to marketspot and forward foreign currency rates on U.S. Treasury bonds of similar maturity.and option volatility assumptions.
Interest rate derivative and interest rate swap assets and liabilities: Fair value measurements of interest rate derivatives and interest rate swaps are priced considering the coupon rate of the fixed leg of the contract and the variable coupon rate on the floating leg of the contract. Valuation is based on both spot and forward rates on the swap yield curve and the credit worthiness of the contract counterparty.
Foreign exchange forward and option contract assets and liabilities:Other equity securities: Fair value measurements of these assets and liabilitiesequity securities of public companies are priced based on spot and forward foreign currency rates and option volatility assumptions.quoted market prices less a discount if the securities are subject to certain sales restrictions. Certain sales restriction discounts generally range from 10 percent to 20 percent depending on the duration of the sale restrictions which typically range from three to six months.
Equity warrant assets (public portfolio): Fair value measurements of equity warrant assets of publicly-traded portfolio companies are valued based on the Black-Scholes option pricing model. The model uses the price of publicly-traded companies (underlying stock price), stated strike prices, warrant expiration dates, the risk-free interest rate and market-observable option volatility assumptions.
Level 3
The fair value measurement is derived from valuation techniques that use significant assumptions not observable in the market. These unobservable assumptions reflect our own estimates of assumptions we believe market participants would use in pricing the asset. The valuation techniques are consistent with the market approach, income approach and/or the cost approach used to measure fair value. Below is a summary of the valuation techniques used for each class of Level 3 assets:
Other ventureVenture capital investments:and private equity fund investments not measured at net asset value: Fair value measurements are based on consideration of a range of factors including, but not limited to, the price at which the investment was acquired, the term and nature of the investment, local market conditions, values for comparable securities, and as it relates to the private company, the current and projected operating performance, exit strategies and financing transactions subsequent to the acquisition of the investment. The significant unobservable inputs used in the fair value measurement include the information about each portfolio company, including actual and forecasted results, cash position, recent or planned transactions and market comparable companies. Significant changes to any one of these inputs in isolation could result in a significant change in the fair value measurement,measurement; however, we generally consider all factors available through ongoing communication with the portfolio companies and venture capital fund managers to determine whether there are changes to the portfolio company or the environment that indicate a change in the fair value measurement.
Other securities: Fair value measurements of equity securities of public companies are priced based on quoted market prices less a discount if the securities are subject to certain sales restrictions. Certain sales restriction discounts generally range from 10 percent to 20 percent depending on the duration of the sale restrictions which typically range from three to six months.
Equity warrant assets (public portfolio): Fair value measurements of equity warrant assets of publicly-traded portfolio companies are valued based on the Black-Scholes option pricing model. The model uses the price of publicly-traded companies (underlying stock price), stated strike prices, warrant expiration dates, the risk-free interest rate and market-observable option volatility assumptions. Modeled asset values are further adjusted by applying a discount of up to 20 percent for certain warrants that have certain sales restrictions or other features that indicate a discount to fair value is warranted. As sale restrictions are lifted, discounts are adjusted downward to zero once all restrictions expire or are removed.
Equity warrant assets (private portfolio): Fair value measurements of equity warrant assets of private portfolio companies are priced based on a Black-Scholes option pricing model to estimate the asset value by using stated strike prices, option expiration dates, risk-free interest rates and option volatility assumptions. Option volatility assumptions used in the Black-Scholes model are based on public market indices whose members operate in similar industries as companies in our private company portfolio. Option expiration dates are modified to account for estimates to actual life relative to stated expiration. Overall model asset values are further adjusted for a general lack of liquidity due to the private nature of the associated underlying company. There is a direct correlation between changes in the volatility and remaining life assumptions in isolation and the fair value measurement while there is an inverse correlation between changes in the liquidity discount assumption and the fair value measurement.


It is our policy to maximize the use of observable inputs and minimize the use of unobservable inputs when developing fair value measurements. When available, we use quoted market prices to measure fair value. If market prices are not available,


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fair value measurement is based upon valuation approaches that use primarily market-based or independently-sourced market parameters, including interest rate yield curves, prepayment speeds, option volatilities and currency rates. Substantially all of our financial instruments use the foregoing methodologies, and are categorized as a Level 1 or Level 2 measurement in the fair value hierarchy. However, in certain cases, when market observable inputs for our valuation techniques may not be readily available, we are required to make judgments about assumptions we believe market participants would use in estimating the fair value of the financial instrument, and based on the significance of those judgments, the measurement may be determined to be a Level 3 fair value measurement.
The degree of management judgment involved in determining the fair value of a financial instrument is dependent upon the availability of quoted market prices or observable market parameters. For financial instruments that trade actively and have quoted market prices or observable market parameters, there is minimal subjectivity involved in measuring fair value. When observable market prices and parameters are not fully available, management judgment is necessary to estimate fair value. For inactive markets, there is little information, if any, to evaluate if individual transactions are orderly. Accordingly, we are required to estimate, based upon all available facts and circumstances, the degree to which orderly transactions are occurring and provide more weighting to price quotes that are based upon orderly transactions. In addition, changes in the market conditions may reduce the availability of quoted prices or observable data. For example, reduced liquidity in the capital markets or changes in secondary market activities could result in observable market inputs becoming unavailable. Therefore, when market data is not available, we use valuation techniques requiring more management judgment to estimate the appropriate fair value measurement. Accordingly, the degree of judgment exercised by management in determining fair value is greater for financial assets and liabilities categorized as Level 3.
Fee-based Services Revenue Recognition
Refer to Note 14—17—“Noninterest Income” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for our fee-based services revenue recognition policies for our contracts with customers.
Income Taxes
Income taxes are accounted for under the asset and liability method. Deferred tax assets and liabilities are recognized for the future tax consequences attributable to differences between the financial statement carrying amounts of existing assets and liabilities and their respective tax bases and operating loss and tax credit carryforwards. Our federal, state and foreign income tax provisions are based upon taxes payable for the current year, current year changes in deferred taxes related to temporary differences between the tax basis and financial statement balances of assets and liabilities, and a reserve for uncertain tax positions. Deferred tax assets and liabilities are included in the consolidated financial statements at currently enacted income tax rates applicable to the period in which the deferred tax assets and liabilities are expected to be realized. As changes in tax laws or rates are enacted, deferred tax assets and liabilities are adjusted through the provision for income taxes. A valuation allowance is provided, when it is determined based upon available evidence, that it is more likely than not that some portion of the deferred tax asset will not be realized. We file a consolidated federal income tax return, and consolidated, combined, or separate state income tax returns as appropriate. Our foreign incorporated subsidiaries file tax returns in the applicable foreign jurisdictions. We record interest and penalties related to unrecognized tax benefits in other noninterest expense, a component of consolidated net income.
Share-Based Compensation
For all stock-based awards granted, stock-based compensation expense is amortized on a straight-line basis over the requisite service period, including consideration of vesting conditions and anticipated forfeitures. The fair value of stock options are measured using the Black-Scholes option-pricing model and the fair value for restricted stock awards and restricted stock units are based on the quoted price of our common stock on the date of grant.
Earnings Per Share
Basic earnings per common share is computed using the weighted average number of common stock shares outstanding during the period. Diluted earnings per common share is computed using the weighted average number of common stock shares and potential common shares outstanding during the period. Potential common shares consist of stock options, ESPP shares and restricted stock units. Common stock equivalent shares are excluded from the computation if the effect is antidilutive.    

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Derivative Financial Instruments
All derivative instruments are recorded on the balance sheet at fair value. The accounting for changes in fair value of a derivative financial instrument depends on whether the derivative financial instrument is designated and qualifies as part of a

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hedging relationship and, if so, the nature of the hedging activity. Changes in fair value are recognized through earnings for derivatives that do not qualify for hedge accounting treatment, or that have not been designated in a hedging relationship.
Fair ValueCash Flow Hedges
For derivative instruments that are designated and qualify as a cash flow hedge, changes in the fair value hedge,of the gain or loss on the hedging instrument isderivative are recorded in the statement ofaccumulated other comprehensive income and recognized in the same line itemearnings as the hedged item and is intended to offsetaffects earnings. Derivative amounts affecting earnings are recognized consistent with the loss or gain onclassification of the hedged item attributablein the line item "loans" as part of interest income, a component of consolidated net income. We assess hedge effectiveness under ASC 815, Derivatives and Hedging ("ASC 815"), on a quarterly basis to ensure all hedges remain highly effective to ensure hedge accounting under ASC 815 can be applied. If the hedged risk. Any difference that does arise would behedging relationship no longer exists or no longer qualifies as a hedge per ASC 815, any amounts remaining as gain or loss in accumulated other comprehensive income are reclassified into earnings in the resultline item "loans" as part of hedge ineffectiveness, and impacts earnings.interest income, a component of consolidated net income.
Equity Warrant Assets
In connection with negotiated credit facilities and certain other services, we may obtain equity warrant assets giving us the right to acquire stock in primarily private, venture-backed companies in the technology and life science/healthcare industries. We hold these assets for prospective investment gains. We do not use them to hedge any economic risks nor do we use other derivative instruments to hedge economic risks stemming from equity warrant assets.
We account for equity warrant assets in certain private and public client companies as derivatives when they contain net settlement terms and other qualifying criteria under ASC 815, Derivatives and Hedging.815. In general, equity warrant assets entitle us to buy a specific number of shares of stock at a specific price within a specific time period. Certain equity warrant assets contain contingent provisions, which adjust the underlying number of shares or purchase price upon the occurrence of certain future events. Substantially all of our warrant agreements contain net share settlement provisions, which permit us to receive at exercise a share count equal to the intrinsic value of the warrant divided by the share price (otherwise known as a “cashless” exercise). These equity warrant assets are recorded at fair value and are classified as derivative assets, a component of other assets, on our consolidated balance sheet at the time they are obtained.
The grant date fair values of equity warrant assets received in connection with the issuance of a credit facility are deemed to be loan fees and recognized as an adjustment of loan yield through loan interest income. Similar to other loan fees, the yield adjustment related to grant date fair value of warrants is recognized over the life of that credit facility.
Any changes in fair value from the grant date fair value of equity warrant assets will be recognized as increases or decreases to other assets on our balance sheet and as net gains or losses on derivative instruments,equity warrant assets, in noninterest income, a component of consolidated net income. When a portfolio company completes an IPO on a publicly reported market or is acquired, we may exercise these equity warrant assets for shares or cash.
In the event of an exercise for shares, the basis or value in the securities is reclassified from other assets to investment securities on the balance sheet on the latter of the exercise date or corporate action date. The shares in public companies are classified as available-for-sale securities (provided they do not have a significant restriction from sale). Changes in fair value of securities designated as available-for-sale, after applicable taxes, are reported in accumulated other comprehensive income, which is a separate component of SVBFG stockholders' equity. The shares in private companies are classified as non-marketable securities. Typically, we account for these securities at cost and only record adjustments to the value at the time of exit or liquidation though gains or losses on investments securities, in noninterest income, a component of consolidated net income.
The fair value of the equity warrant assets portfolio is a critical accounting estimate and is reviewed quarterly. We value our equity warrant assets using a Black-Scholes option pricing model, which incorporates the following significant inputs:
An underlying asset value, which is estimated based on current information available in valuation reports, including any information regarding subsequent rounds of funding or performance of a company.
Stated strike price, which can be adjusted for certain warrants upon the occurrence of subsequent funding rounds or other future events.
Price volatility or risk associated with possible changes in the warrant price. The volatility assumption is based on historical price volatility of publicly traded companies within indices similar in nature to the underlying client companies issuing the warrant. The actual volatility input is based on the mean and median volatility for an individual public company within an index for the past 16 quarters, from which an average volatility was derived.
Actual data on cancellationsterminations and exercises of our warrants are utilized as the basis for determining the expected remaining life of the warrants in each financial reporting period. Warrants may be exercised in the event of acquisitions, mergers or IPOs, and cancelled due to events such as bankruptcies, restructuring activities or additional financings. These events cause the expected remaining life assumption to be shorter than the contractual term of the warrants.

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The risk-free interest rate is derived from the Treasury yield curve and is calculated based on a weighted average of the risk-free interest rates that correspond closest to the expected remaining life of the warrant.

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Other adjustments, including a marketability discount, are estimated based on management's judgment about the general industry environment.
Number of shares and contingencies associated with obtaining warrant positions such as the funding of associated loans.
When a portfolio company completes an IPO on a publicly reported market or is acquired, we may exercise these equity warrant assets for shares or cash. In the event of an exercise for common stock shares, the basis or value in the common stock shares is reclassified from other assets to investment securities on the balance sheet on the latter of the exercise date or corporate action date. The common stock of public companies are classified as non-marketable and other equity securities. Changes in the fair value of the common stock shares is recorded as gains or losses on investments securities, in noninterest income, a component of consolidated net income. The common stock of private companies are classified as non-marketable and other equity securities. We account for these securities under the methodology under ASU 2016-01, other investments without a readily determinable fair value. The carrying value in the private common stock without a readily determinable fair value is based on the price at which the investment was acquired plus or minus changes resulting from observable price changes in orderly transactions for identical or similar investments and are recorded as gains or losses on investments securities, in noninterest income, a component of consolidated net income.
Foreign Exchange Forwards and Foreign Currency Option Contracts
We enter into foreign exchange forward contracts and foreign currency option contracts with clients involved in international activities, either as the purchaser or seller, depending upon the clients' need. We also enter into an opposite-way forward or option contract with a correspondent bank to economically hedge client contracts to mitigate the fair value risk to us from fluctuations in currency rates. Settlement, credit and operational risks remain. We also enter into forward contracts with correspondent banks to economically hedge currency exposure risk related to certain foreign currency denominated assets and liabilities. These contracts are not designated as hedging instruments and are recorded at fair value in our consolidated balance sheets. The contracts generally have terms of one year or less, although we may have contracts extending for up to five years. Generally, we have not experienced nonperformance on these contracts, have not incurred credit losses and anticipate performance by all counterparties to such agreements.Changes in the fair value of these contracts are recognized in consolidated net income under other noninterest income, a component of noninterest income. Period-end gross positive fair values are recorded in other assets and gross negative fair values are recorded in other liabilities.
Interest Rate Contracts
We sell interest rate contracts to clients who wish to mitigate their interest rate exposure. We economically reduce the interest rate risk from this business by entering into opposite wayopposite-way contracts with correspondent banks. We do not designate any of these contracts (which are derivative instruments) as qualifying for hedge accounting. Contracts in an asset position are included in other assets and contracts in a liability position are included in other liabilities. The net change in the fair value of these derivatives is recorded through other noninterest income, in noninterest income, a component of consolidated net income.
Adoption of New Accounting Standards
In MarchFebruary 2016, the FASB issued a new accounting standard updateAccounting Standard Update (ASU 2016-09, Improvements to Employee Share-Based Payment Accounting2016-02, Leases (Topic 718)842)), which includes provisions intended to simplify various aspects related to how share-based payments are accountedrequires for all operating leases the recognition of a right-of-use ("ROU") asset and presented in the financial statements, including the accounting for income taxes, forfeitures, and statutory tax withholding requirements, as well as classificationa corresponding lease liability, in the statement of cash flows. Under the ASU, an entity recognizes all excess tax benefits and tax deficiencies as income tax expensefinancial position. For short term leases (term of 12 months or benefit in the income statement in the period when the awards vest or are settled. The guidance also permits an entityless), a lessee is permitted to make an accounting policy election not to either estimaterecognize lease assets and lease liabilities. The lease cost is allocated over the number of awards that are expected to vest or account for forfeitures when they occur. We adopted this guidancelease term on January 1, 2017 and elected to estimate the number of awards that are expected to vest which is consistenta straight-line basis. There were further amendments, including practical expedients, with the previous accounting guidance.issuance of ASU 2018-01, “Leases (Topic 842): Land Easement Practical Expedient for Transition to Topic 842” in January 2018. In addition, we also electedJuly 2018 the FASB issued ASU No. 2018-11, "Leases (Topic 842): Targeted Improvements", which provides us with the option to apply the amendments relatednew leasing standard to the presentation of excess tax benefits on the statement of cash flows using the prospective transition method.
Previously, tax effects resulting from changes in the Company's share price subsequent to the grant date of share-based compensation awards were recorded through additional paid-in capital in stockholders' equity at the time of vesting and exercise. The adoptionall open leases as of the amended accounting guidance resulted in an $18 million reduction of income tax expense (that previously would have been reflected as additional paid-in capital), oradoption date, on a benefit of $0.34 per diluted common share, forprospective basis.
On January 1, 2019, we adopted the year ended December 31, 2017. We expect the impact of this amendment will vary period to period depending on the volatility of the Company's stock price and the timing of vesting and/or settlement of awards.
Recent Accounting Pronouncements
In May 2014, the FASB issued a new accounting standard update (ASU 2014-09, RevenueASU 2016-02, Leases (Topic 842) and all the related amendments ("new lease standard", "ASC 842" or "ASU 2016-02") utilizing the practical expedient to apply the new lease standard as of January 1, 2019 on a prospective basis. We also elected the "package of expedients" and elected as an accounting policy to exclude recording ROU assets and lease liabilities for leases that meet the definition of short-term leases. In addition to excluding short-term leases, we have implemented an accounting policy in which non-lease components are not separated from Contracts with Customers (Topic 606)), which provides revenue recognition guidance that is intended to create greater consistency with respect to how and when revenue from contracts with customers is shownlease components in the income statement.measurement of ROU assets and lease liabilities for all lease contracts. The guidance requires that revenue from contracts"package of expedients" allowed us to continue to account for existing leases for which the commencement date is before January 1, 2019, in accordance with customers be recognized when transfer of control over goods or services is passed to customers in the amount of consideration expected to be received. Subsequent Accounting Standard Updates have been issued clarifying the original pronouncement (ASU 2016-08, ASU 2016-10, ASU 2016-12 and ASU 2016-20). The new standard and amendments will be effective


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January 1, 2018, either onthe previous guidance, Leases (Topic 840), throughout the lease term, including periods after adoption of the new guidance. We recognized $146 million in ROU assets and $178 million in lease liabilities as a full retrospective approach or a modified retrospective approach. We plan to adoptresult of applying the revenue guidance in the first quarter of 2018 using the modified retrospective transition approach to contracts which are not completed as of January 1, 2018. We completed a comprehensive scoping exercise to determine the revenue streams that are within the scope of this guidance and will recognize the cumulative-effect of adopting this guidancenew lease standard as an adjustment to our opening retained earnings. The scope of this guidance explicitly excludes net interest income, including interest income earned from our loan and fixed income securities portfolios, as well as certain other noninterest income earned from our lending-, investment- and derivative-related activities. Based on our contract assessments, we did not identify any material changes to the timing or the amounts of our revenue recognition. There will be minor changes in the timing of recognizing fund management fees in noninterest income for a portion of our SVB Capital funds as the fees will be recognized at the time of distribution which typically occurs later in the fund life than had been previously recognized. Upon adoption, we will recognize a cumulative-effect adjustment to opening retained earnings of approximately $8 million on a pre-tax basis, with an immaterial impact to our net income on an ongoing basis. Furthermore, we will provide a disaggregation of our significant categories of revenue within the scope of this guidance and expand our qualitative disclosures of our noninterest income within the Consolidated Financial Statements beginning the first quarter of 2018.
In January 2016, the FASB issued a new accounting standard update (ASU 2016-01, Recognition and Measurement of Financial Assets and Financial Liabilities (Topic 825)), which addresses certain aspects of recognition, measurement, presentation and disclosure of financial instruments. This guidance requires equity investments (except those accounted for under the equity method of accounting) to be measured at fair value with changes in fair value recognized in net income. The adoption of the new standard will result in the elimination of cost method accounting for equity investments and will impact our nonmarketable and other equity securities that are currently carried at cost. This guidance will be effectiveconsolidated balance sheet on January 1, 2018,2019. The comparative information has not been restated and as a result, our equity investments measured at cost willcontinues to be re-measured at fair value andreported under the difference between cost and fair value will be recorded as a cumulative-effect adjustment to opening retained earnings as of January 1, 2018,accounting standards in effect for our cost method venture capital and private equity fund investments with readily determinable fair values. The adjustment to opening retained earnings for these investments will be approximately $100 million on a pre-tax basis and any subsequent changes in the fair value of these equity securities will be recorded as unrealized gains or losses in our consolidated statements of income. Additionally, in accordance with this guidance, net unrealized gains included in accumulated other comprehensive income of approximately $40 million on a pre-tax basis related to our available-for-sale equity securities, will be reclassified as an adjustment to retained earnings. Any subsequent changes in the fair value of these equity securities will be recorded as unrealized gains or losses in our consolidated statements of income. Furthermore, for purposes of disclosing the fair value of loans carried at amortized cost, we will update our valuation methods as necessary to conform to an “exit price” concept as required by the standard update.
In February 2016, the FASB issued a new accounting standard update (ASU 2016-02, Leases (Topic 842)), which will require for all operating leases the recognition of a right-of-use asset and a lease liability, in the statement of financial position. The lease cost will be allocated over the lease term on a straight-line basis. This guidance will be effective on January 1, 2019, on a modified retrospective basis, with early adoption permitted. We plan to adopt the lease accounting guidance in the first quarter of 2019 and are currently evaluating the impact this guidance will have on our consolidated financial statements by reviewing our existing lease contracts and service contracts that may include embedded leases. We expect to recognize right-of-use assets and related lease liabilities associated predominantly with noncancelable operating leases included in the table of minimum future payments in the amount of $226 million as disclosed inthose periods. See Note 19—“Off-Balance Sheet Arrangements, Guarantees and Other Commitments”12—"Leases" of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.report for additional disclosures related to our leases.
In June 2016,March 2017, the FASB issued a new accounting standard update (ASU 2016-13, Financial Instruments- Credit Losses (Topic 326)ASU No. 2017-08, Receivables—Nonrefundable Fees and Other Costs (Subtopic 310-20): Measurement of Credit LossesPremium Amortization on Financial Instruments),Purchased Callable Debt Securities, which amends the incurred loss impairment methodology in current GAAP withamortization period for certain purchased callable debt securities held at a methodology that reflects expected credit lossespremium. The ASU requires entities to amortize premiums on debt securities by the first call date when the securities have fixed and requires considerationdeterminable call dates and prices. The scope of the ASU includes all accounting premiums, such as purchase premiums and cumulative fair value hedge adjustments. The ASU does not change the accounting for discounts, which continue to be recognized over the contractual life of a broader rangesecurity. Adoption of reasonable and supportable information to inform credit loss estimates. This guidance will be effective January 1, 2020,the ASU is on a modified retrospective approach, with early adoption permitted, but not beforebasis through a cumulative effect adjustment to retained earnings as of the beginning of the year of adoption. Adoption of the ASU primarily affected our HTM portfolio of callable state and municipal debt securities. On January 1, 2019. We currently2019, we adopted the ASU and recognized a net reduction to retained earnings of $0.6 million.
Reclassifications
Certain prior period amounts related to presentation changes to our financial statement line items have been reclassified to conform to current period presentations.
3.
Business Combination
On January 4, 2019, we completed the acquisition of Leerink Holdings LLC, the Boston-based parent company of healthcare and life science investment bank Leerink Partners LLC, now SVB Leerink Holdings LLC ("SVB Leerink"). SVB Leerink is an investment bank specializing in equity and convertible capital markets, M&A, equity research and sales and trading for growth- and innovation-minded healthcare and life science companies and operates as a working project team in placewholly-owned subsidiary of SVB Financial.

The acquisition was accounted for as a business combination and subject matter experts to assist with our reviewaccordingly, the results of key interpretive issues and assistSVB Leerink's operations have been included in the assessmentCompany's consolidated financial statements for the year ended December 31, 2019 from the date of our existing credit loss forecasting models and processes against the new guidance to determine what modifications may be required.acquisition. We are currently evaluating the impact this guidance will have on our financial position, results of operation and stockholders’ equity.
In August 2016, the FASB issued a new accounting standard update (ASU 2016-15, Statement of Cash Flows (Topic 230): Classification of Certain Cash Receipts and Cash Payments), which clarifies the guidance on eight specific cash flow issues. This guidance will be effective January 1, 2018 and will be applied on a full retrospective basis beginning the first quarter of 2018. This guidance will impact the presentation between investing and operating activities within our consolidated statementsacquired SVB Leerink for $273.2 million comprised of cash flows relatedand share-based replacement award liabilities. In addition, we provided a retention pool for employees of $60.0 million to distributionsbe paid over five years comprised of a mix of cash and equity issued under the Company's current Equity Incentive Plan. Refer to Note 5—“Share-Based Compensation” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report of this report for more information. The following table summarizes the allocation of the purchase price to the net gains from our nonmarketable and other securities portfolio.

assets of SVB Leerink as of January 4, 2019:
119
(Dollars��in thousands) January 4, 2019
Cash paid $265,601
Replacement award liabilities (1) 7,629
Total purchase consideration $273,230
Fair value of net assets acquired 135,407
Goodwill $137,823
(1)The replacement award liabilities recognized as part of the total purchase consideration and the post-combination expenses of $9.1 million related to share-based replacement awards will be paid out in cash in accordance with SVB Leerink's original grant date vesting schedules.

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In February 2018,The following table summarizes the FASB issued a new accounting standard update (ASU 2018-02, Income Statement - Reporting Comprehensive Income (Topic 220): Reclassificationestimated fair value of Certain Tax Effects from Accumulated Other Comprehensive Income) to address certain stranded income tax effects in accumulated other comprehensive income ("AOCI") resulting fromassets acquired and liabilities assumed upon the TCJ Act. The ASU changed current accounting whereby an entity may elect to reclassify the stranded tax effect from AOCI to retained earnings in each period in which the effectfinalization of the changepurchase:
(Dollars in thousands) January 4, 2019
Assets acquired:  
Cash and cash equivalents $163,273
Investment securities 33,644
Accounts receivable 36,538
Intangible assets 60,900
Other assets 35,128
Total assets acquired 329,483
Liabilities assumed:  
Accrued compensation 137,206
Due to broker-dealers 18,483
Other liabilities 33,131
Noncontrolling interests 5,256
Total liabilities assumed 194,076
Fair value of net assets acquired $135,407

The Company recognized identifiable intangible assets of $60.9 million and goodwill of $137.8 million as a result of the acquisition. Intangible assets of $60.9 million are subject to amortization over their estimated useful lives. The goodwill recorded includes revenue generating synergies expected from collaboration between SVB Leerink and the Company. All reported goodwill amounts have been allocated to the SVB Leerink reporting segment and are expected to be deductible for tax purposes. The fair value of the noncontrolling interests in SVB Leerink Holdings LLC represents the U.S. federal corporatenoncontrolling ownership percentage for SVB Leerink's consolidated VIE investment securities which are measured at net asset value.
The following table summarizes the fair value and estimated useful lives of the other intangible assets at the date of acquisition:
(Dollars in thousands) Estimated Fair Value Weighted Average Estimated Useful Life - in Years
Other intangible assets:    
Customer relationships $42,000
 11.0
Other 18,900
 9.9
Total other intangible assets $60,900
  


SVB Leerink's net income tax rate infrom January 4, 2019 through December 31, 2019 was approximately $9.5 million.Supplementary pro forma financial information related to the TCJ Act (or portion thereof)acquisition is recorded. The ASU is effective for periods beginning after December 15, 2018 with early adoption is permitted. We have electednot included because the impact to early adopt ASU 2018-02 in the first quarter of 2018 and expect to reclassify approximately $0.3 million from accumulated other comprehensive income to retained earnings within ourCompany's consolidated statements of stockholders' equityincome is not material. The following table represents the amount of revenue and earnings attributable to SVB Leerink that is included in our financial results for the first quarteryear ended December 31, 2019:
(Dollars in thousands) Year ended December 31, 2019
Net interest income $1,252
Noninterest income 265,841
Noninterest expense 252,678
Income before income tax expense 14,415
Income tax expense 3,566
Net income attributable to noncontrolling interests 1,325
Net income available to common stockholders $9,524


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Certain prior period amounts, primarily related toNOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS - (Continued)




The following table shows the changes to our income statement presentationcomponents of net gains on derivative instruments and provisionacquisition-related activities expense for unfunded credit commitments, have been reclassified to conform to current period presentations.the year ended December 31, 2019:
(Dollars in thousands) Year ended December 31, 2019
Professional fees $919
Other 396
Total acquisition-related expenses $1,315


3.4.
Stockholders' Equity and EPS
Accumulated Other Comprehensive (Loss) Income
The following table summarizes the items reclassified out of accumulated other comprehensive income into the Consolidated Statements of Income for 2017, 20162019, 2018 and 20152017:
    Year ended December 31,
(Dollars in thousands) Income Statement Location 2019 2018 2017
Reclassification adjustment for losses on available-for-sale securities included in net income Gains on investment securities, net $3,905
 $740
 $5,189
Related tax benefit Income tax expense (1,087) (205) (2,098)
Reclassification adjustment for losses on cash flow hedges included in net income Net interest income 5,358
 
 
Related tax benefit Income tax expense (1,489) 
 
Total reclassification adjustment for losses included in net income, net of tax   $6,687
 $535
 $3,091


The table below summarizes the activity relating to net gains and losses on our cash flow hedges included in accumulated other comprehensive income for 2019, 2018 and 2017. Over the next 12 months, we expect that approximately $3.2 million in accumulated other comprehensive income ("AOCI") at December 31, 2019, related to our cash flow hedges will be reclassified out of AOCI and recognized in net income.
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Balance, beginning of period, net of tax $
 $
 $
Net decrease in fair value, net of tax (5,999) 
 
Net realized loss reclassified to net income, net of tax 3,869
 
 
Balance, end of period, net of tax $(2,130) $
 $



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    Year ended December 31,
(Dollars in thousands) Income Statement Location 2017 2016 2015
Reclassification adjustment for losses (gains) included in net income Gains on investment securities, net $5,189
 $(12,195) $(1,201)
Related tax (benefit) expense Income tax expense (2,098) 4,963
 481
Total reclassification adjustment for losses (gains) included in net income, net of tax   $3,091
 $(7,232) $(720)

EPS
Basic EPS is the amount of earnings available to each share of common stock outstanding during the reporting period. Diluted EPS is the amount of earnings available to each share of common stock outstanding during the reporting period adjusted to include the effect of potentially dilutive common shares. Potentially dilutive common shares include incremental shares issuable for stock option and restricted stock unit awards outstanding under our 2006 Equity Incentive Plan and our ESPP. Potentially dilutive common shares are excluded from the computation of dilutive EPS in periods in which the effect would be antidilutive. The following is a reconciliation of basic EPS to diluted EPS for 20172019, 20162018 and 20152017:

120
  Year ended December 31,
(Dollars and shares in thousands, except per share amounts) 2019 2018 2017
Numerator:      
Net income available to common stockholders $1,136,856
 $973,840
 $490,506
Denominator:      
Weighted average common shares outstanding—basic 51,915
 53,078
 52,588
Weighted average effect of dilutive securities:      
Stock options and ESPP 227
 377
 385
Restricted stock units 169
 317
 333
Weighted average common shares outstanding—diluted 52,311
 53,772
 53,306
Earnings per common share:      
Basic $21.90
 $18.35
 $9.33
Diluted 21.73
 18.11
 9.20

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  Year ended December 31,
(Dollars and shares in thousands, except per share amounts) 2017 2016 2015
Numerator:      
Net income available to common stockholders $490,506
 $382,685
 $343,904
Denominator:      
Weighted average common shares outstanding—basic 52,588
 51,915
 51,318
Weighted average effect of dilutive securities:      
Stock options and ESPP 385
 254
 387
Restricted stock units 333
 180
 211
Weighted average common shares outstanding—diluted 53,306
 52,349
 51,916
Earnings per common share:      
Basic $9.33
 $7.37
 $6.70
Diluted 9.20
 7.31
 6.62
The following table summarizes the weighted average common shares excluded from the diluted EPS calculation due to the antidilutive effect for 20172019, 20162018 and 20152017:
  Year ended December 31,
(Shares in thousands) 2019
2018
2017
Stock options 167
 59
 73
Restricted stock units 250
 85
 1
Total 417
 144
 74

Stock Repurchase Programs
On November 13, 2018, the Company announced the Stock Repurchase Program to repurchase up to $500 million of our outstanding common stock. The program completed on July 1, 2019, after we repurchased 2.2 million shares of common stock for $499.6 million under the Stock Repurchase Program.
On October 24, 2019, our Board of Directors authorized a new stock repurchase program that enables us to repurchase up to $350 million of our outstanding common stock. This program expires on October 29, 2020. As of December 31, 2019, we have not repurchased any shares of our common stock under the new stock repurchase program.
Preferred Stock
On December 9, 2019, the Company issued depositary shares representing an ownership interest in 350,000 shares of Series A Preferred Stock with $0.001 par value and liquidation preference of $1,000 per share, or $25 per depositary share. All preferred shares were issued in the form of depositary shares, with each depositary share representing a 1/40th ownership interest in a share of the preferred stock. The Series A Preferred Stock has no stated maturity and is not subject to any sinking fund or other obligation of the Company. Dividends are approved by the Board of Directors and, if declared, are payable quarterly, in arrears, at a rate per annum equal to 5.25 percent. The Series A Preferred Stock is redeemable at the Company’s option, in whole or in part, on or after February 15, 2025. Prior to February 15, 2025, the Series A Preferred Stock is redeemable at the Company’s option, in whole and not in part, following any change in laws or regulations that would not allow the Company to treat the full

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  Year ended December 31,
(Shares in thousands) 2017
2016
2015
Stock options 73
 272
 185
Restricted stock units 1
 1
 
Total 74
 273
 185

liquidation value of the Series A Preferred Stock as Tier 1 capital for purposes of the capital adequacy guidelines of the FRB. The redemption amount is computed at the per share liquidation preference plus any declared but unpaid dividends. Redemptions are subject to certain regulatory provisions, including approval of FRB.
As of December 31, 2019, there were 350,000 shares issued and outstanding of Series A Preferred Shares, which had a carrying value of $340.1 million and liquidation preference of $350.0 million.
The following table summarizes our preferred stock at December 31, 2019:
Series Description Amount outstanding (in millions) 
Carrying value
(in millions)
 Shares issued and outstanding Par Value Ownership interest per depository share Liquidation preference per depository share 2019 dividends paid per depository share
Series A 5.250% Fixed-Rate Non-Cumulative Perpetual Preferred Stock $350
 $340.1
 350,000 $0.001
 1/40th $25
 $



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4.5.
Share-Based Compensation
Share-based compensation expense was recorded net of estimated forfeitures for 20172019, 20162018 and 20152017, such that expense was recorded only for those share-based awards that are expected to vest. In 20172019, 20162018 and 20152017, we recorded share-based compensation and related benefits as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Share-based compensation expense $66,815
 $45,675
 $36,900
Income tax benefit related to share-based compensation expense (16,152) (10,997) (12,845)
Capitalized compensation costs 1,517
 1,466
 1,071
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Share-based compensation expense $36,900
 $35,494
 $32,239
Income tax benefit related to share-based compensation expense (12,845) (12,505) (11,395)
Capitalized compensation costs 1,071
 5,580
 2,226

Equity Incentive Plan
Our 2006 Equity Incentive Plan (the “2006 Incentive Plan”) was adopted in May 2006, and is amended from time to time. The 2006 Incentive Plan provides for the grant of various types of incentive awards, of which the following have been granted: (i) stock options; (ii) restricted stock awards; (iii) restricted stock units (subject to either time-and/or performance-based vesting); and (iv) other cash or stock settled equity awards. Eligible participants in the 2006 Incentive Plan include directors, employees and consultants.
Subject to the provisions of Section 16 of the 2006 Incentive Plan, the maximum aggregate number of shares that may be awarded and sold thereunder is 9,528,505.12,028,505.
Restricted stock awards/units are counted against the available-for-issuance limits of the 2006 Incentive Plan as two2 shares for every one share awarded. Further, if shares acquired under any such award are forfeited, repurchased by SVB Financial, used to satisfy the tax withholding obligations related to an award or otherwise canceled and would otherwise return to the 2006 Incentive Plan, two2 times the number of such shares will return to the 2006 Incentive Plan and will again become available for issuance.

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Under the terms of the 2006 Incentive Plan and subject to certain exceptions: (i) restricted stock awards/units are subject to a minimum of at least three years of annual vesting, and (ii) performance-based restricted stock awards/units and stock options are subject to a minimum of at least one year of vesting. Generally in practice, restricted stock awards/units vest annually over four years and require continued employment or other service through the vesting period. Performance-based restricted stock awards/units granted to executives generally vest upon meeting certain performance-based objectives over a three year period and, typically the passage of time, and require continued employment or other service through the vesting period. Stock options typically vest annually over four years, from the grant date based on continued employment or other service, and expire no later than seven years after the grant date.

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Employee Stock Purchase Plan
We maintain the 1999 ESPP under which participating employees may annually contribute up to 10 percent of their gross compensation (not to exceed $25,000) to purchase shares of our common stock at 85 percent of its fair market value at either the beginning or end of each six-month offering period, whichever price is less. To be eligible to participate in the ESPP, an employee must, among other requirements, be employed by the Company on both the date of offering and date of purchase, and be employed customarily for at least 20 hours per week and at least five months per calendar year.We issued 122,882161,410 shares and received $18.2$27.9 million in cash under the ESPP in 2017.2019. At December 31, 2017,2019, a total of 1,614,3991,337,808 shares of our common stock were still available for future issuance under the ESPP.
Unrecognized Compensation Expense
As of December 31, 20172019, unrecognized share-based compensation expense was as follows:
(Dollars in thousands) 
Unrecognized 
Expense
 Weighted Average Expected Recognition Period - in Years  
Stock options $14,313
 2.52
Restricted stock awards/units 101,310
 2.66
Total unrecognized share-based compensation expense $115,623
  
(Dollars in thousands) 
Unrecognized 
Expense
 Weighted Average Expected Recognition Period - in Years  
Stock options $9,630
 2.59
Restricted stock units 50,530
 2.59
Total unrecognized share-based compensation expense $60,160
  

Valuation Assumptions
The fair values of share-based awards for employee stock options and employee stock purchases made under our ESPP were estimated using the Black-Scholes option pricing model. The fair values of restricted stock units were based on our closing stock price on the date of grant. The following weighted average assumptions and fair values were used for our employee stock options and restricted stock units:
Equity Incentive Plan Awards 2019 2018 2017
Weighted average expected term of options - in years 4.6
 4.8
 4.9
Weighted average expected volatility of the Company's underlying common stock 35.5% 34.7% 33.7%
Risk-free interest rate 2.26
 2.82
 1.81
Expected dividend yield 
 
 
Weighted average grant date fair value - stock options $83.50
 $105.81
 $57.81
Weighted average grant date fair value - restricted stock units 243.65
 294.50
 181.23
Equity Incentive Plan Awards 2017 2016 2015
Weighted average expected term of options - in years 4.9
 4.8
 4.7
Weighted average expected volatility of the Company's underlying common stock 33.7% 31.7% 31.3%
Risk-free interest rate 1.81
 1.32
 1.49
Expected dividend yield 
 
 
Weighted average grant date fair value - stock options $57.81
 $31.17
 $37.86
Weighted average grant date fair value - restricted stock units 181.23
 100.35
 129.23

The following weighted average assumptions and fair values were used for our ESPP:

ESPP 2019 2018 2017
Expected term in years 0.5
 0.5
 0.5
Weighted average expected volatility of the Company's underlying common stock 38.1% 32.2% 31.2%
Risk-free interest rate 2.40
 1.79
 0.80
Expected dividend yield 
 
 
Weighted average grant date fair value $52.90
 $62.76
 $41.70

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ESPP 2017 2016 2015
Expected term in years 0.5
 0.5
 0.5
Weighted average expected volatility of the Company's underlying common stock 31.2% 41.8% 25.9%
Risk-free interest rate 0.80
 0.45
 0.12
Expected dividend yield 
 
 
Weighted average grant date fair value $41.70
 $29.16
 $29.27
The expected term is based on the implied term of the stock options using factors based on historical exercise behavior. The expected volatilities are based on a blended rate consisting of our historic volatility and our expected volatility over a five-year term which is an indicator of expected volatility and future stock price trends. For 2017, 20162019, 2018 and 2015,2017, expected volatilities for the ESPP were equal to the historical volatility for the previous six-month periods. The expected risk-free interest rates were based on the yields of U.S. Treasury securities, as reported by the Federal Reserve Bank of New York, with maturities equal to the expected terms of the employee stock options.

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Share-Based Payment Award Activity
The table below provides stock option information related to the 2006 Equity Incentive Plan for the year ended December 31, 20172019:
  Options 
Weighted
Average
 Exercise Price 
 Weighted Average Remaining Contractual Life - in Years   
Aggregate Intrinsic Value of 
In-The-Money Options
Outstanding at December 31, 2018 679,659
 $137.19
    
Granted 126,945
 249.15
    
Exercised (154,897) 86.96
    
Forfeited (25,580) 213.26
    
Expired (720) 64.37
    
Outstanding at December 31, 2019 625,407
 169.33
 3.63 $55,364,613
Vested and expected to vest at December 31, 2019 609,849
 167.31
 3.58 55,128,404
Exercisable at December 31, 2019 361,503
 124.70
 2.35 46,760,360

  Options 
Weighted
Average
 Exercise Price 
 Weighted Average Remaining Contractual Life - in Years   
Aggregate Intrinsic Value of 
In-The-Money Options
Outstanding at December 31, 2016 1,010,557
 $87.24
    
Granted 116,995
 179.39
    
Exercised (302,744) 71.65
    
Forfeited (16,759) 122.97
    
Outstanding at December 31, 2017 808,049
 105.68
 3.69 $103,506,420
Vested and expected to vest at December 31, 2017 787,182
 104.69
 3.64 101,607,636
Exercisable at December 31, 2017 464,685
 84.86
 2.57 69,197,233
The aggregate intrinsic value of outstanding options shown in the table above represents the pre-tax intrinsic value based on our closing stock price of $233.77$251.04 as of December 31, 2017.2019. The following table summarizes information regarding stock options outstanding and exercisable as of December 31, 20172019:
  Outstanding Options Exercisable Options
Range of Exercise Prices Shares Weighted Average Remaining Contractual Life - in Years Weighted Average Exercise Price Shares Weighted Average Exercise Price
$71.11 - 105.14 55,724
 0.43 $73.67
 55,724
 $73.67
105.15 - 105.84 114,449
 3.33 105.18
 79,188
 105.18
105.85 - 108.59 99,936
 1.33 107.94
 99,936
 107.94
108.60 - 149.65 67,573
 2.26 129.13
 67,573
 129.13
149.66 - 180.62 80,583
 4.34 178.07
 37,320
 178.04
180.63 - 247.01 11,966
 6.18 226.22
 1,578
 210.73
247.02 - 255.58 117,265
 6.33 250.43
 
 
255.59 - 315.12 75,647
 5.33 305.18
 19,617
 304.39
315.13 - 324.77 2,264
 5.60 324.77
 567
 324.77
Total 625,407
 3.63 169.33
 361,503
 124.70

  Outstanding Options Exercisable Options
Range of Exercise Prices Shares Weighted Average Remaining Contractual Life - in Years Weighted Average Exercise Price Shares Weighted Average Exercise Price
$42.79 - 63.62 52,630
 0.52 $59.22
 52,630
 $59.22
63.63 - 67.77 84,961
 1.33 64.37
 84,961
 64.37
67.78 - 79.77 141,026
 2.33 71.11
 141,026
 71.11
79.78 - 105.14 11,686
 3.67 98.17
 7,336
 96.09
105.15 - 105.84 154,345
 5.33 105.18
 31,958
 105.18
105.85 - 108.59 148,456
 3.32 107.96
 101,824
 107.95
108.60 - 149.65 102,306
 4.27 128.65
 44,950
 128.13
149.66 - 180.62 108,266
 6.34 178.15
 
 
180.63 - 217.69 4,373
 6.80 210.42
 
 
Total 808,049
 3.69 105.68
 464,685
 84.86

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We expect to satisfy the exercise of stock options by issuing shares under the 2006 Incentive Plan. All future awards of stock options and restricted stock units will be issued from the 2006 Incentive Plan. AtDecember 31, 20172019, 2,091,0643,421,734 shares were available for future issuance.

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The table below provides information for restricted stock units under the 2006 Equity Incentive Plan for the year ended December 31, 20172019:
  Shares     Weighted Average Grant Date Fair Value
Nonvested at December 31, 2018 597,296
 $194.48
Granted (1) 543,938
 243.65
Vested (227,707) 154.96
Forfeited (65,555) 195.69
Nonvested at December 31, 2019 847,972
 236.54
(1)
On February 1, 2019, we granted 125,160 restricted stock awards to SVB Leerink employees at a market price of $238.28 under the retention plan previously announced on November 13, 2018. The restricted stock awards will vest over a five-year period.
  Shares     Weighted Average Grant Date Fair Value
Nonvested at December 31, 2016 670,969
 $106.64
Granted 247,591
 181.23
Vested (228,198) 102.47
Forfeited (52,695) 121.52
Nonvested at December 31, 2017 637,667
 135.86

The following table summarizes information regarding stock option and restricted stock unit activity during 20172019, 20162018 and 20152017:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Total intrinsic value of stock options exercised $23,088
 $40,681
 $36,173
Total grant date fair value of stock options vested 5,735
 5,823
 6,094
Total intrinsic value of restricted stock vested 56,101
 63,917
 40,925
Total grant date fair value of restricted stock vested 35,191
 28,813
 23,383
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Total intrinsic value of stock options exercised $36,173
 $18,186
 $27,430
Total grant date fair value of stock options vested 6,094
 7,364
 21,052
Total intrinsic value of restricted stock vested 40,925
 22,966
 34,009
Total grant date fair value of restricted stock vested 23,383
 19,454
 19,428

5.6.Variable Interest Entities
Our involvement with VIEs includes our investments in venture capital and private equity funds, debt funds, private and public portfolio companies and our investments in qualified affordable housing projects.
The following table presents the carrying amounts and classification of significant variable interests in consolidated and unconsolidated VIEs as of December 31, 20172019 and December 31, 2016:2018:


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(Dollars in thousands) Consolidated VIEs Unconsolidated VIEs Maximum Exposure to Loss in Unconsolidated VIEs Consolidated VIEs Unconsolidated VIEs Maximum Exposure to Loss in Unconsolidated VIEs
December 31, 2017:      
December 31, 2019:      
Assets:            
Cash and cash equivalents $6,674
 $
 $
 $7,629
 $
 $
Non-marketable and other securities (1) 190,562
 346,097
 346,097
Non-marketable and other equity securities (1) 270,057
 689,360
 689,360
Accrued interest receivable and other assets 365
 
 
 1,117
 
 
Total assets $197,601
 $346,097
 $346,097
 $278,803
 $689,360
 $689,360
Liabilities:            
Other liabilities (1) 990
 100,891
 
 2,854
 302,031
 
Total liabilities $990
 $100,891
 $
 $2,854
 $302,031
 $
December 31, 2016:      
December 31, 2018:      
Assets:            
Cash and cash equivalents $11,469
 $
 $
 $9,058
 $
 $
Non-marketable and other securities (1) 196,140
 314,810
 314,810
Non-marketable and other equity securities (1) 221,646
 568,272
 568,272
Accrued interest receivable and other assets 294
 
 
 228
 
 
Total assets $207,903
 $314,810
 $314,810
 $230,932
 $568,272
 $568,272
Liabilities:            
Other liabilities (1) 517
 58,095
 
 919
 205,685
 
Total liabilities $517
 $58,095
 $
 $919
 $205,685
 $
 
(1)
Included in our unconsolidated non-marketable and other equity securities portfolio at December 31, 20172019 and December 31, 20162018 are investments in qualified affordable housing projects of $174.2458.5 million and $112.4318.6 million, respectively, and related other liabilities consisting of unfunded credit commitments of $100.9302.0 million and $58.1205.7 million, respectively.


Non-marketable and other equity securities
Our non-marketable and other equity securities portfolio primarily represents investments in venture capital and private equity funds, SPD Silicon Valley Bank Co., Ltd. (the Bank's joint venture in China ("SPD-SVB")),SPD-SVB, debt funds, private and public portfolio companies, including public equity securities held as a result of equity warrant assets exercised and investments in qualified affordable housing projects. A majority of these investments are through third partythird-party funds held by SVB Financial in which we do not have controlling or significant variable interests. These investments represent our unconsolidated VIEs in the table above. Our non-marketable and other equity securities portfolio also includes investments from SVB Capital. SVB Capital is the funds management business of SVB Financial Group, which focuses primarily on venture capital investments. The SVB Capital family of funds is comprised of direct venture funds that invest in companies and funds of funds that invest in other venture capital funds. We have a controlling and significant variable interest in four4 of these SVB Capital funds and consolidate these funds for financial reporting purposes.
All investments are generally non-redeemable and distributions are expected to be received through the liquidation of the underlying investments throughout the life of the investment fund. Investments may only be sold or transferred subject to the notice and approval provisions of the underlying investment agreement. Subject to applicable regulatory requirements, including the Volcker Rule, we also make commitments to invest in venture capital and private equity funds. For additional details, see Note 19—22—“Off-Balance Sheet Arrangements, Guarantees and Other Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
The Bank also has variable interests in qualified affordablelow income housing projects tax credit funds, in connection with fulfilling its responsibilities under the Community Reinvestment Act ("CRA"), that are designed to generate a return primarily through the realization of federal tax credits. These investments are typically limited partnerships in which the general partner, other than the Bank, holds the power over significant activities of the VIE; therefore, these investments are not consolidated. For additional information on our investments in qualified affordable housing projects see Note 8—9—“Investment Securities" of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
As of December 31, 2017,2019, our exposure to loss with respect to the consolidated VIEs is limited to our net assets of $196.6$275.9 million and our exposure to loss for our unconsolidated VIEs is equal to our investment in these assets of $346.1$689.4 million.




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6.7.
Reserves on Deposit with the Federal Reserve Bank and Federal Bank Stock
The Bank is required to maintain reserves against customer deposits by keeping balances with the Federal Reserve. The cash balances at the Federal Reserve are classified as cash and cash equivalents. Additionally, as a member of the FHLB and FRB, we are required to hold shares of FHLB and FRB stock under the Bank's borrowing agreement. FHLB and FRB stock are recorded at cost as a component of other assets, and any cash dividends received are recorded as a component of other noninterest income.
The tables below provide information on the required reserve balances at the Federal Reserve, as well as shares held at the FHLB and FRB for the years ended and as of December 31, 20172019 and 20162018:
  Year ended December 31,
(Dollars in thousands) 2019 2018
Average required reserve balances at FRB San Francisco $315,784
 $455,866
  Year ended December 31,
(Dollars in thousands) 2017 2016
Average required reserve balances at FRB San Francisco $397,235
 $370,002

  December 31,
(Dollars in thousands) 2019 2018
FHLB stock holdings $17,250
 $17,250
FRB stock holdings 43,008
 41,628
  December 31,
(Dollars in thousands) 2017 2016
FHLB stock holdings $18,900
 $17,250
FRB stock holdings 41,120
 40,342

7.8.
Cash and Cash Equivalents
The following table details our cash and cash equivalents at December 31, 20172019 and December 31, 20162018:
(Dollars in thousands) December 31, 2017 December 31, 2016 December 31, 2019 December 31, 2018
Cash and due from banks (1) $2,672,290
 $2,476,588
 $6,492,443
 $3,444,971
Securities purchased under agreements to resell (2) 247,876
 64,028
 289,340
 123,611
Other short-term investment securities 2,909
 5,134
 
 2,957
Total cash and cash equivalents $2,923,075
 $2,545,750
 $6,781,783
 $3,571,539
 
(1)
At December 31, 20172019 and 20162018, $0.63.7 billion and $1.11.7 billion, respectively, of our cash and due from banks was deposited at the FRB and was earning interest at the Federal Funds target rate, and interest-earning deposits in other financial institutions were $1.12.1 billion and $0.71.2 billion, respectively.
(2)
At December 31, 20172019 and 20162018, securities purchased under agreements to resell were collateralized by U.S. Treasury securities and U.S. agency securities with aggregate fair values of $253295 million and $66126 million, respectively. None of these securities were sold or repledged as of December 31, 20172019 and 20162018.


Additional information regarding our securities purchased under agreements to resell for 20172019 and 20162018 are as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018
Average securities purchased under agreements to resell $166,205
 $132,938
Maximum amount outstanding at any month-end during the year 613,247
 375,180

  Year Ended December 31,
(Dollars in thousands) 2017 2016
Average securities purchased under agreements to resell $94,094
 $90,362
Maximum amount outstanding at any month-end during the year 377,073
 316,059


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8.9.
Investment Securities
Our investment securities portfolio consists of:of (i) an available-for-sale securities portfolio and a held-to-maturity securities portfolio, both of which represent interest-earning investment securities; and (ii) a non-marketable and other equity securities portfolio, which primarily represents investments managed as part of our funds management business.

business as well as public equity securities held as a result of equity warrant assets exercised.
Available-for-Sale Securities
The major components of our AFS investment securities portfolio at December 31, 20172019 and 20162018 are as follows:
 December 31, 2017 December 31, 2019
(Dollars in thousands) Amortized
Cost
 Unrealized
Gains
 Unrealized
Losses
 Carrying
Value
 Amortized
Cost
 Unrealized
Gains
 Unrealized
Losses
 Carrying
Value
Available-for-sale securities, at fair value:                
U.S. Treasury securities $6,865,068
 $1,113
 $(25,679) $6,840,502
 $6,815,874
 $82,267
 $(4,131) 6,894,010
U.S. agency debentures 1,569,195
 3,569
 (5,636) 1,567,128
 100,000
 
 (453) 99,547
Foreign government debt securities 9,037
 1
 
 9,038
Residential mortgage-backed securities:                
Agency-issued mortgage-backed securities 4,109,372
 39,438
 (19) 4,148,791
Agency-issued collateralized mortgage obligations—fixed rate 2,292,311
 258
 (25,534) 2,267,035
 1,520,414
 17,929
 
 1,538,343
Agency-issued collateralized mortgage obligations—variable rate 372,481
 1,375
 (126) 373,730
Equity securities 31,953
 40,525
 (209) 72,269
Agency-issued commercial mortgage-backed securities 1,339,651
 1,078
 (15,539) 1,325,190
Total available-for-sale securities $11,131,008
 $46,840
 $(57,184) $11,120,664
 $13,894,348
 $140,713
 $(20,142) $14,014,919
  December 31, 2018
(Dollars in thousands) 
Amortized
Cost
 
Unrealized
Gains
 
Unrealized
Losses
 
Carrying
Value
Available-for-sale securities, at fair value:        
U.S. Treasury securities $4,762,182
 $11,638
 $(35,562) $4,738,258
U.S. agency debentures 1,090,426
 61
 (6,370) 1,084,117
Foreign government debt securities 5,815
 
 (3) 5,812
Residential mortgage-backed securities:        
Agency-issued collateralized mortgage obligations—fixed rate 1,922,618
 
 (42,400) 1,880,218
Agency-issued collateralized mortgage obligations—variable rate 81,270
 383
 (15) 81,638
Total available-for-sale securities $7,862,311
 $12,082
 $(84,350) $7,790,043

The following table summarizes sale activity of available-for-sale securities as recorded in the line item “Gains on investment securities, net," a component of noninterest income:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Sales proceeds $2,189,087
 $474,482
 $580,871
Net realized gains and losses: 
 
 
Gross realized gains 1,250
 127
 5,113
Gross realized losses (5,155) (867) (10,302)
Net realized losses $(3,905) $(740) $(5,189)


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  December 31, 2016
(Dollars in thousands) 
Amortized
Cost
 
Unrealized
Gains
 
Unrealized
Losses
 
Carrying
Value
Available-for-sale securities, at fair value:        
U.S. Treasury securities $8,880,358
 $30,323
 $(1,190) $8,909,491
U.S. agency debentures 2,065,535
 14,443
 (1,603) 2,078,375
Residential mortgage-backed securities:        
Agency-issued collateralized mortgage obligations—fixed rate 1,163,017
 3,046
 (13,398) 1,152,665
Agency-issued collateralized mortgage obligations—variable rate 474,238
 685
 (640) 474,283
Equity securities 5,635
 748
 (786) 5,597
Total available-for-sale securities $12,588,783
 $49,245
 $(17,617) $12,620,411

The following tables summarize our unrealized losses on our AFS securities portfolio into categories of less than 12 months, or 12 months or longer as of December 31, 20172019 and 2016:2018:
 December 31, 2017 December 31, 2019
 Less than 12 months 12 months or longer Total Less than 12 months 12 months or longer (1) Total
(Dollars in thousands) 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
Available-for-sale securities:                        
U.S. Treasury securities $5,968,914
 $(23,397) $323,966
 $(2,282) $6,292,880
 $(25,679) $971,572
 $(3,996) $449,850
 $(135) $1,421,422
 $(4,131)
U.S. agency debentures 736,541
 (2,289) 336,196
 (3,347) 1,072,737
 (5,636) 99,547
 (453) 
 
 99,547
 (453)
Residential mortgage-backed securities:                        
Agency-issued collateralized mortgage obligations—fixed rate 2,193,277
 (25,534) 
 
 2,193,277
 (25,534)
Agency-issued collateralized mortgage obligations—variable rate 13,843
 (3) 53,186
 (123) 67,029
 (126)
Equity securities 624
 (209) 
 
 624
 (209)
Agency-issued mortgage-backed securities 4,014
 (19) 
 
 4,014
 (19)
Agency-issued commercial mortgage-backed securities 1,027,232
 (15,539) 
 
 1,027,232
 (15,539)
Total temporarily impaired securities (1) $8,913,199
 $(51,432) $713,348
 $(5,752) $9,626,547
 $(57,184) $2,102,365
 $(20,007) $449,850
 $(135) $2,552,215
 $(20,142)
 

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(1)
As of December 31, 20172019, we identified a total of 26858 investments that were in unrealized loss positions, of which 4612 investments totaling $713.3 million0.4 billion with unrealized losses of $5.80.1 million have been in an impaired position for a period of time greater than 12 months. As of December 31, 20172019, we do not intend to sell any of our impaired securities prior to recovery of our adjusted cost basis, and it is more likely than not that we will not be required to sell any of our securities prior to recovery of our adjusted cost basis. Based on our analysis as of December 31, 20172019, we deem all impairments to be temporary, and therefore changes in value for our temporarily impaired securities as of the same date are included in other comprehensive income. Market valuations and impairment analyses on assets in the AFS securities portfolio are reviewed and monitored on a quarterly basis.
 December 31, 2016 December 31, 2018
 Less than 12 months 12 months or longer Total Less than 12 months 12 months or longer (1) Total
(Dollars in thousands) 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
Available-for-sale securities:                        
U.S. Treasury securities $879,255
 $(1,190) $
 $
 $879,255
 $(1,190) $494,287
 $(3,785) $3,568,119
 $(31,777) $4,062,406
 $(35,562)
U.S. agency debentures 513,198
 (1,603) 
 
 513,198
 (1,603) 443,790
 (1,602) 591,216
 (4,768) 1,035,006
 (6,370)
Foreign government debt securities 5,812
 (3) 
 
 5,812
 (3)
Residential mortgage-backed securities:                        
Agency-issued collateralized mortgage obligations—fixed rate 635,566
 (6,704) 227,480
 (6,694) 863,046
 (13,398) 13,430
 (22) 1,866,788
 (42,378) 1,880,218
 (42,400)
Agency-issued collateralized mortgage obligations—variable rate 258,325
 (613) 6,068
 (27) 264,393
 (640) 
 
 13,516
 (15) 13,516
 (15)
Equity securities 3,693
 (786) 
 
 3,693
 (786)
Total temporarily impaired securities (1) $2,290,037
 $(10,896) $233,548
 $(6,721) $2,523,585
 $(17,617) $957,319
 $(5,412) $6,039,639
 $(78,938) $6,996,958
 $(84,350)
 
(1)
As of December 31, 20162018, we identified a total of 174200 investments that were in unrealized loss positions, of which 20162 investments totaling $233.5 million6.0 billion with unrealized losses of $6.778.9 million have been in an impaired position for a period of time greater than 12 months.
The following table summarizes thefixed income securities, carried at fair value, classified as AFS as of December 31, 20172019 by the remaining contractual principal maturities. For U.S. Treasury securities, and U.S. agency debentures and foreign government debt securities, the expected maturity is the actual contractual maturity of the notes. Expected maturities for mortgage-backed securities may differ significantly from their contractual maturities because mortgage borrowers have the right to prepay outstanding loan obligations with or without penalties. Mortgage-backed securities classified as AFS typically have original contractual maturities from 10 to 30 years whereas expected average lives of these securities tend to be significantly shorter and vary based upon structure and prepayments in lower interest rate environments.

  December 31, 2017
(Dollars in thousands) Total One Year
or Less
 After One
Year to
Five Years
 After Five
Years to
Ten Years
 After
Ten Years
U.S. Treasury securities $6,840,502
 $1,967,480
 $4,873,022
 $
 $
U.S. agency debentures 1,567,128
 481,280
 1,085,848
 
 
Residential mortgage-backed securities:          
Agency-issued collateralized mortgage obligations - fixed rate 2,267,035
 
 
 88,425
 2,178,610
Agency-issued collateralized mortgage obligations - variable rate 373,730
 
 
 
 373,730
Total $11,048,395
 $2,448,760
 $5,958,870
 $88,425
 $2,552,340

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  December 31, 2019
(Dollars in thousands) Total One Year
or Less
 After One
Year to
Five Years
 After Five
Years to
Ten Years
 After
Ten Years
U.S. Treasury securities $6,894,010
 $1,835,971
 $1,890,778
 $3,167,261
 $
U.S. agency debentures 99,547
 
 
 99,547
 
Foreign government debt securities 9,038
 9,038
 
 
 
Residential mortgage-backed securities:          
Agency-issued collateralized mortgage-backed securities 4,148,791
 
 
 
 4,148,791
Agency-issued collateralized mortgage obligations—fixed rate 1,538,343
 
 
 1,858
 1,536,485
Agency -issued commercial mortgage-backed securities 1,325,190
 
 
 743,874
 581,316
Total $14,014,919
 $1,845,009
 $1,890,778
 $4,012,540
 $6,266,592

Held-to-Maturity Securities
The components of our HTM investment securities portfolio at December 31, 20172019 and 20162018 are as follows:
 December 31, 2017 December 31, 2019
(Dollars in thousands) 
Amortized
Cost
 
Unrealized
Gains
 
Unrealized
Losses
 Fair Value 
Amortized
Cost
 
Unrealized
Gains
 
Unrealized
Losses
 Fair Value
Held-to-maturity securities, at cost:                
U.S. agency debentures (1) $659,979
 $3,167
 $(1,601) $661,545
 $518,728
 $6,640
 $(668) $524,700
Residential mortgage-backed securities:                
Agency-issued mortgage-backed securities 6,304,969
 4,854
 (43,528) 6,266,295
 6,992,009
 142,209
 (2,066) 7,132,152
Agency-issued collateralized mortgage obligations—fixed rate 2,829,979
 23
 (54,372) 2,775,630
 1,608,032
 592
 (8,502) 1,600,122
Agency-issued collateralized mortgage obligations—variable rate 255,782
 733
 (34) 256,481
 178,611
 94
 (259) 178,446
Agency-issued commercial mortgage-backed securities 1,868,985
 694
 (25,563) 1,844,116
 2,759,615
 56,914
 (4,508) 2,812,021
Municipal bonds and notes 743,761
 3,452
 (3,000) 744,213
 1,785,951
 83,314
 (1,434) 1,867,831
Total held-to-maturity securities $12,663,455
 $12,923
 $(128,098) $12,548,280
 $13,842,946
 $289,763
 $(17,437) $14,115,272
 
(1)Consists of pools of Small Business Investment Company debentures issued and guaranteed by the U.S. Small Business Administration, an independent agency of the United States.
 December 31, 2016 December 31, 2018
(Dollars in thousands) 
Amortized
Cost
 
Unrealized
Gains
 
Unrealized
Losses
 Fair Value 
Amortized
Cost
 
Unrealized
Gains
 
Unrealized
Losses
 Fair Value
Held-to-maturity securities, at cost:                
U.S. agency debentures (1) $622,445
 $7,840
 $(1,198) $629,087
 $640,990
 $2,148
 $(4,850) $638,288
Residential mortgage-backed securities:                
Agency-issued mortgage-backed securities 2,896,179
 6,919
 (24,526) 2,878,572
 8,103,638
 5,011
 (157,767) 7,950,882
Agency-issued collateralized mortgage obligations—fixed rate 3,362,598
 788
 (31,274) 3,332,112
 2,183,204
 
 (62,272) 2,120,932
Agency-issued collateralized mortgage obligations—variable rate 312,665
 176
 (1,339) 311,502
 214,483
 608
 (14) 215,077
Agency-issued commercial mortgage-backed securities 1,151,363
 1,237
 (7,638) 1,144,962
 2,769,706
 6,969
 (64,374) 2,712,301
Municipal bonds and notes 81,748
 8
 (1,853) 79,903
 1,575,421
 2,304
 (26,969) 1,550,756
Total held-to-maturity securities $8,426,998
 $16,968
 $(67,828) $8,376,138
 $15,487,442
 $17,040
 $(316,246) $15,188,236
 
(1)Consists of pools of Small Business Investment Company debentures issued and guaranteed by the U.S. Small Business Administration, an independent agency of the United States.
 


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The following tables summarize our unrealized losses on our HTM securities portfolio into categories of less than 12 months and 12 months or longer as of December 31, 20172019 and 2016:2018:
 December 31, 2017 December 31, 2019
 Less than 12 months 12 months or longer (1) Total Less than 12 months 12 months or longer (1) Total
(Dollars in thousands) 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
 
Fair Value of
Investments
 
Unrealized
Losses
Held-to-maturity securities:                        
U.S. agency debentures $104,688
 $(1,601) $
 $
 $104,688
 $(1,601) $125,304
 $(668) $
 $
 $125,304
 $(668)
Residential mortgage-backed securities:                        
Agency-issued mortgage-backed securities 4,270,377
 (34,092) 408,913
 (9,436) 4,679,290
 (43,528) 132,042
 (420) 181,585
 (1,646) 313,627
 (2,066)
Agency-issued collateralized mortgage
obligations—fixed rate
 1,011,709
 (13,631) 1,741,614
 (40,741) 2,753,323
 (54,372) 350,868
 (1,131) 872,527
 (7,371) 1,223,395
 (8,502)
Agency-issued collateralized mortgage
obligations—variable rate
 
 
 9,812
 (34) 9,812
 (34) 143,265
 (256) 4,615
 (3) 147,880
 (259)
Agency-issued commercial mortgage-backed
securities
 979,361
 (11,566) 773,712
 (13,997) 1,753,073
 (25,563) 307,087
 (1,818) 310,229
 (2,690) 617,316
 (4,508)
Municipal bonds and notes 344,796
 (2,103) 32,844
 (897) 377,640
 (3,000) 160,414
 (1,434) 
 
 160,414
 (1,434)
Total temporarily impaired securities (1) $6,710,931
 $(62,993) $2,966,895
 $(65,105) $9,677,826
 $(128,098) $1,218,980
 $(5,727) $1,368,956
 $(11,710) $2,587,936
 $(17,437)
 

(1)
As of December 31, 20172019, we identified a total of 753266 investments that were in unrealized loss positions, of which 237143 investments totaling $3.01.4 billion with unrealized losses of $65.111.7 million have been in an impaired position for a period of time greater than 12 months. As of December 31, 20172019, we do not intend to sell any of our impaired securities prior to recovery of our adjusted cost basis, and it is more likely than not that we will not be required to sell any of our securities prior to recovery of our adjusted cost basis, which is consistent with our classification of these securities. Based on our analysis as of December 31, 20172019, we deem all impairments to be temporary. Market valuations and impairment analyses on assets in the HTM securities portfolio are reviewed and monitored on a quarterly basis.
 December 31, 2016 December 31, 2018
 Less than 12 months 12 months or longer (1) Total Less than 12 months 12 months or longer (1) Total
(Dollars in thousands) Fair Value of
Investments
 Unrealized
Losses
 Fair Value of
Investments
 Unrealized
Losses
 Fair Value of
Investments
 Unrealized
Losses
 Fair Value of
Investments
 Unrealized
Losses
 Fair Value of
Investments
 Unrealized
Losses
 Fair Value of
Investments
 Unrealized
Losses
Held-to-maturity securities:                        
U.S. agency debentures $118,721
 $(1,198) $
 $
 $118,721
 $(1,198) $291,432
 $(2,915) $66,624
 $(1,935) $358,056
 $(4,850)
Residential mortgage-backed securities:                        
Agency-issued mortgage-backed securities 1,801,861
 (23,558) 21,917
 (968) 1,823,778
 (24,526) 2,493,156
 (34,956) 3,972,690
 (122,811) 6,465,846
 (157,767)
Agency-issued collateralized mortgage obligations—fixed rate 2,729,889
 (25,723) 228,220
 (5,551) 2,958,109
 (31,274) 16,952
 (109) 2,103,980
 (62,163) 2,120,932
 (62,272)
Agency-issued collateralized mortgage
obligations—variable rate
 251,012
 (1,339) 
 
 251,012
 (1,339) 3,364
 (1) 8,101
 (13) 11,465
 (14)
Agency-issued commercial mortgage-backed securities 999,440
 (7,494) 14,934
 (144) 1,014,374
 (7,638) 177,697
 (1,580) 1,600,277
 (62,794) 1,777,974
 (64,374)
Municipal bonds and notes 42,267
 (877) 30,586
 (976) 72,853
 (1,853) 868,751
 (17,075) 340,413
 (9,894) 1,209,164
 (26,969)
Total temporarily impaired securities (1) $5,943,190
 $(60,189) $295,657
 $(7,639) $6,238,847
 $(67,828) $3,851,352
 $(56,636) $8,092,085
 $(259,610) $11,943,437
 $(316,246)
 
(1)
As of December 31, 20162018, we identified a total of 4621,244 investments that were in unrealized loss positions, of which 85695 investments totaling $295.7 million8.1 billion with unrealized losses of $7.6259.6 million have been in an impaired position for a period of time greater than 12 months.


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The following table summarizes the remaining contractual principal maturities on fixed income investment securities classified as HTM as of December 31, 2017.2019. For U.S. agency debentures, the expected maturity is the actual contractual maturity of the notes. Expected maturities for mortgage-backed securities may differ significantly from their contractual maturities because mortgage borrowers have the right to prepay outstanding loan obligations with or without penalties. Mortgage-backed securities classified as HTM typically have original contractual maturities from 10 to 30 years whereas expected average lives of these securities tend to be significantly shorter and vary based upon structure and prepayments in lower interest rate environments.
  December 31, 2019
  Total 
One Year
or Less
 
After One Year to
Five Years
 
After Five Years to
Ten Years
 
After
Ten Years
(Dollars in thousands) Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value
U.S. agency debentures $518,728
 $524,700
 $
 $
 $123,100
 $123,969
 $395,628
 $400,731
 $
 $
Residential mortgage-backed securities:                    
Agency-issued mortgage-backed securities 6,992,009
 7,132,152
 2,066
 2,117
 76,759
 76,956
 726,422
 725,854
 6,186,762
 6,327,225
Agency-issued collateralized mortgage obligations - fixed rate 1,608,032
 1,600,122
 
 
 
 
 624,128
 619,180
 983,904
 980,942
Agency-issued collateralized mortgage obligations - variable rate 178,611
 178,446
 
 
 
 
 
 
 178,611
 178,446
Agency-issued commercial mortgage-backed securities 2,759,615
 2,812,021
 
 
 
 
 102,633
 110,836
 2,656,982
 2,701,185
Municipal bonds and notes 1,785,951
 1,867,831
 13,973
 13,984
 83,368
 84,773
 387,278
 403,736
 1,301,332
 1,365,338
Total $13,842,946
 $14,115,272
 $16,039
 $16,101
 $283,227
 $285,698
 $2,236,089
 $2,260,337
 $11,307,591
 $11,553,136

  December 31, 2017
  Total 
One Year
or Less
 
After One Year to
Five Years
 
After Five Years to
Ten Years
 
After
Ten Years
(Dollars in thousands) Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value
U.S. agency debentures $659,979
 $661,545
 $
 $
 $102,496
 $102,739
 $557,483
 $558,806
 $
 $
Residential mortgage-backed securities:                    
Agency-issued mortgage-backed securities 6,304,969
 6,266,295
 728
 723
 226,997
 225,149
 56,380
 55,697
 6,020,864
 5,984,726
Agency-issued collateralized mortgage obligations - fixed rate 2,829,979
 2,775,630
 
 
 
 
 462,533
 451,069
 2,367,446
 2,324,561
Agency-issued collateralized mortgage obligations - variable rate 255,782
 256,481
 
 
 
 
 
 
 255,782
 256,481
Agency-issued commercial mortgage-backed securities 1,868,985
 1,844,116
 
 
 
 
 
 
 1,868,985
 1,844,116
Municipal bonds and notes 743,761
 744,213
 7,073
 7,054
 73,054
 72,261
 233,728
 233,257
 429,906
 431,641
Total $12,663,455
 $12,548,280
 $7,801
 $7,777
 $402,547
 $400,149
 $1,310,124
 $1,298,829
 $10,942,983
 $10,841,525




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Non-marketable and Other Equity Securities
The major components of our non-marketable and other investmentequity securities portfolio at December 31, 20172019 and 20162018 are as follows:
(Dollars in thousands) December 31, 2017 December 31, 2016
Non-marketable and other securities:    
Non-marketable securities (fair value accounting):    
Venture capital and private equity fund investments (1) $127,192
 $141,649
Other venture capital investments (2) 919
 2,040
Other securities (fair value accounting) (3) 310
 753
Non-marketable securities (equity method accounting) (4):    
Venture capital and private equity fund investments 89,809
 82,823
Debt funds 21,183
 17,020
Other investments 111,198
 123,514
Non-marketable securities (cost method accounting):    
Venture capital and private equity fund investments (5) 98,548
 114,606
Other investments 27,680
 27,700
Investments in qualified affordable housing projects, net (6) 174,214
 112,447
Total non-marketable and other securities $651,053
 $622,552
(Dollars in thousands) December 31, 2019 December 31, 2018
Non-marketable and other equity securities:    
Non-marketable securities (fair value accounting):    
Consolidated venture capital and private equity fund investments (1) $87,180
 $118,333
Unconsolidated venture capital and private equity fund investments (2) 178,217
 201,098
Other investments without a readily determinable fair value (3) 55,255
 25,668
Other equity securities in public companies (fair value accounting) (4) 59,200
 20,398
Non-marketable securities (equity method accounting) (5):    
Venture capital and private equity fund investments 215,367
 129,485
Debt funds 7,271
 5,826
Other investments 152,863
 121,721
Investments in qualified affordable housing projects, net (6) 458,476
 318,575
Total non-marketable and other equity securities $1,213,829
 $941,104
 
(1)
The following table shows the amounts of venture capital and private equity fund investments held by the following consolidated funds and our ownership percentage of each fund at December 31, 20172019 and 20162018 (fair value accounting):
  December 31, 2019 December 31, 2018
(Dollars in thousands) Amount Ownership % Amount Ownership %
Strategic Investors Fund, LP $5,729
 12.6% $12,452
 12.6%
Capital Preferred Return Fund, LP 45,341
 20.0
 53,957
 20.0
Growth Partners, LP 35,976
 33.0
 50,845
 33.0
CP I, LP 134
 10.7
 1,079
 10.7
Total consolidated venture capital and private equity fund investments $87,180
   $118,333
  

  December 31, 2017 December 31, 2016
(Dollars in thousands) Amount Ownership % Amount Ownership %
Strategic Investors Fund, LP $14,673
 12.6% $18,459
 12.6%
Capital Preferred Return Fund, LP 54,147
 20.0
 57,627
 20.0
Growth Partners, LP 58,372
 33.0
 59,718
 33.0
Other private equity fund (i) 
 
 5,845
 58.2
Total venture capital and private equity fund investments $127,192
   $141,649
  

(i)
At December 31, 2016, we had direct ownership interest of 41.5 percent in one other private equity fund and an indirect ownership interest of 12.6 percent through our ownership interest of Growth Partners, LP and an indirect ownership interest of 4.1 percent through our ownership interest of Capital Preferred Return Fund, LP. On January 3, 2017, such other private equity fund was closed resulting in an immaterial impact on the Company's financial statements.
(2)
The following table shows the amounts of other venture capital investments held by the following consolidated funds and our ownership percentage of each fund at December 31, 2017 and 2016 (faircarrying value accounting):
  December 31, 2017 December 31, 2016
(Dollars in thousands) Amount Ownership % Amount Ownership %
CP I, LP $919
 10.7% $2,040
 10.7%
Total other venture capital investments $919
   $2,040
  

(3)Investments classified as other securities (fair value accounting) represent direct equityrepresents investments in public companies held by our consolidated funds.
(4)
The following table shows the carrying value205 and our ownership percentage of each investment at December 31, 2017 and 2016 (equity method accounting):

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  December 31, 2017 December 31, 2016
(Dollars in thousands) Amount Ownership % Amount Ownership %
Venture capital and private equity fund investments:        
Strategic Investors Fund II, LP $6,342
 8.6% $7,720
 8.6%
Strategic Investors Fund III, LP 18,758
 5.9
 20,449
 5.9
Strategic Investors Fund IV, LP 25,551
 5.0
 24,530
 5.0
Strategic Investors Fund V funds 16,856
 Various
 12,029
 Various
CP II, LP (i) 6,700
 5.1
 7,798
 5.1
Other venture capital and private equity fund investments 15,602
 Various
 10,297
 Various
 Total venture capital and private equity fund investments $89,809
 

 $82,823
  
Debt funds:        
Gold Hill Capital 2008, LP (ii) $18,690
 15.5% $13,557
 15.5%
Other debt funds 2,493
 Various
 3,463
 Various
Total debt funds $21,183
   $17,020
  
Other investments:
       
SPD Silicon Valley Bank Co., Ltd.
$75,337
 50.0% $75,296
 50.0%
Other investments
35,861
 Various
 48,218
 Various
Total other investments
$111,198
   $123,514
  
(i)
Our ownership includes direct ownership of 1.3 percent and indirect ownership interest of 3.8 percent through our investments in Strategic Investors Fund II, LP.
(ii)
Our ownership includes direct ownership interest of 11.5 percent in the fund and an indirect interest in the fund through our investment in Gold Hill Capital 2008, LLC of 4.0 percent.

(5)
Represents investments in 235 and 252213 funds (primarily venture capital funds) at December 31, 20172019 and 2016December 31, 2018, respectively, where our ownership interest is typically less than five percent5% of the voting interests of each such fund and in which we do not have the ability to exercise significant influence over the partnerships operating activities and financial policies. The carrying value, and estimated fair value, of theseWe carry our unconsolidated venture capital and private equity fund investments (cost method accounting) was $99 million,at fair value based on the fund investments' net asset values per share as obtained from the general partners of the investments. For each fund investment, we adjust the net asset value per share for differences between our measurement date and $202 million, respectively, asthe date of the fund investment’s net asset value by using the most recently available financial information from the investee general partner, for example September 30th for our December 31 2017.st consolidated financial statements, adjusted for any contributions paid, distributions received from the investment, and significant fund transactions or market events during the reporting period.

(3)These investments include direct equity investments in private companies. The carrying value and estimatedis based on the price at which the investment was acquired plus or minus changes resulting from observable price changes in orderly transactions for identical or similar investments. We consider a range of factors when adjusting the fair value of these investments, including, but not limited to, the venture capitalterm and privatenature of the investment, local market conditions, values for comparable securities, current and projected operating performance, exit strategies, financing transactions subsequent to the acquisition of the investment and a discount for certain investments that have lock-up restrictions or other features that indicate a discount to fair value is warranted.
The following table shows the carrying amount of other investments without a readily determinable fair value at December 31, 2019, and the amounts recognized in earnings for the year ended December 31, 2019 and on a cumulative basis:


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(Dollars in thousands) Year ended December 31, 2019 Cumulative Adjustments
Measurement alternative:    
Carrying value at December 31, 2019 $55,255
  
Carrying value adjustments:    
Impairment $(460) $(460)
Upward changes for observable prices 1,929
 2,348
Downward changes for observable prices (3,511) (5,030)
(4)Investments classified as other equity fundsecurities (fair value accounting) represent shares held in public companies as a result of exercising public equity warrant assets, direct equity investments (costin public companies held by our consolidated funds, and exchange traded funds held by SVB Leerink. Changes in equity securities measured at fair value are recognized through net income.

(5)
The following table shows the carrying value and our ownership percentage of each investment at December 31, 2019 and 2018 (equity method accounting) was $115 million,:
  December 31, 2019 December 31, 2018
(Dollars in thousands) Amount Ownership % Amount Ownership %
Venture capital and private equity fund investments:        
Strategic Investors Fund II, LP $3,612
 8.6% $4,670
 8.6%
Strategic Investors Fund III, LP 15,668
 5.9
 17,396
 5.9
Strategic Investors Fund IV, LP 27,064
 5.0
 28,974
 5.0
Strategic Investors Fund V funds 46,830
 Various
 28,189
 Various
CP II, LP (i) 5,907
 5.1
 7,122
 5.1
Other venture capital and private equity fund investments 116,286
 Various
 43,134
 Various
 Total venture capital and private equity fund investments $215,367
 

 $129,485
  
Debt funds:        
Gold Hill Capital 2008, LP (ii) $5,525
 15.5% $3,901
 15.5%
Other debt funds 1,746
 Various
 1,925
 Various
Total debt funds $7,271
   $5,826
  
Other investments:        
SPD Silicon Valley Bank Co., Ltd. $74,190
 50.0% $76,412
 50.0%
Other investments 78,673
 Various
 45,309
 Various
Total other investments $152,863
   $121,721
  

(i)
Our ownership includes direct ownership interest of 1.3 percent and $222 million, respectively, asindirect ownership interest of December 31, 2016.3.8 percent through our investments in Strategic Investors Fund II, LP.
(ii)
Our ownership includes direct ownership interest of 11.5 percent in the fund and an indirect interest in the fund through our investment in Gold Hill Capital 2008, LLC of 4.0 percent.

(6)
The following table presents the balances of our investments in qualified affordable housing projects and related unfunded commitments included as a component of "other liabilities" on our consolidated balance sheets at December 31, 20172019 and 20162018:

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(Dollars in thousands) December 31, 2017 December 31, 2016 December 31, 2019 December 31, 2018
Investments in qualified affordable housing projects, net $174,214
 $112,447
 $458,476
 $318,575
Other liabilities 100,891
 58,095
 302,031
 205,685


The following table presents other information relating to our investments in qualified affordable housing projects for the yearyears ended December 31, 2017, 20162019, 2018 and 2015:2017:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Tax credits and other tax benefits recognized $17,296
 $15,404
 $14,375
 $35,037
 $24,047
 $17,296
Amortization expense included in provision for income taxes (i) 17,362
 12,145
 10,389
 28,267
 18,876
 17,362
 

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(i)
All investments are amortized using the proportional amortization method and amortization expense is included in the provision for income taxes. Included in amortization expense for the year ended December 31, 2017 is a one-time cumulative effect adjustment of $3.8 million due to the decrease in value of deductions in the 2018 tax year and going forward, due to the TCJ Act federal corporate income tax rate reduction.
The following table presents the components ofnet gains and losses (realizedon non-marketable and unrealized)other equity securities in 2019, 2018 and 2017 as recorded in the line item “Gains on investment securities, in 2017, 2016 and 2015:net," a component of noninterest income:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Gross gains on investment securities:      
Available-for-sale securities, at fair value (1) $5,113
 $15,051
 $2,971
Net gains (losses) on non-marketable and other equity securities:      
Non-marketable securities (fair value accounting):            
Venture capital and private equity fund investments 34,093
 25,041
 32,399
Other venture capital investments 1,114
 17
 1,512
Other securities (fair value accounting) 991
 691
 9,180
Consolidated venture capital and private equity fund investments $22,507
 $20,999
 $27,186
Unconsolidated venture capital and private equity fund investments (1) 31,482
 39,075
 21,377
Other investments without a readily determinable fair value (1) 2,742
 3,206
 3,842
Other equity securities in public companies (fair value accounting) (1) 7,772
 (25,483) 241
Non-marketable securities (equity method accounting):            
Venture capital and private equity fund investments 15,013
 10,834
 26,415
 73,813
 49,341
 14,472
Debt funds 11,658
 1,406
 4,111
 1,647
 541
 8,950
Other investments 3,181
 15,739
 2,791
 (1,388) 1,155
 (6,276)
Non-marketable securities (cost method accounting):      
Venture capital and private equity fund investments 21,718
 18,428
 25,908
Other investments 4,111
 293
 2,599
Total gross gains on investment securities 96,992
 87,500
 107,886
Gross losses on investment securities:      
Available-for-sale securities, at fair value (1) (10,302) (2,856) (1,770)
Non-marketable securities (fair value accounting):      
Venture capital and private equity fund investments (6,907) (19,077) (9,210)
Other venture capital investments (143) (38) (320)
Other securities (fair value accounting) (750) (781) (1,559)
Non-marketable securities (equity method accounting):      
Venture capital and private equity fund investments (541) (6,764) (909)
Debt funds (2,708) (458) (774)
Other investments (9,457) (4,857) (3,146)
Non-marketable securities (cost method accounting):      
Venture capital and private equity fund investments (2) (1,312) (591) (729)
Other investments (3) (269) (338) (24)
Total gross losses on investment securities (32,389) (35,760) (18,441)
Gains on investment securities, net $64,603
 $51,740
 $89,445
Total net gains on non-marketable and other equity securities $138,575
 $88,834
 $69,792
Less: Realized net gains (losses) on the sales and OTTI of non-marketable and other equity securities (2) 4,744
 (26,097) (355)
Net gains on non-marketable and other equity securities still held $133,831
 $114,931
 $70,147
 
(1)Includes realized gainsPresentation for year-ended December 31, 2017 amounts are not determined in a manner consistent with the December 31, 2018 and losses on sales2019 presentation due to the adoption of AFS securities that are recognized in the income statement. Unrealized gains and losses on AFS securities are recognized in other comprehensive income. The cost basis of AFS securities sold is determined on a specific identification basis.ASU 2016-01.
(2)
IncludesRealized gains and losses include sales and OTTI of non-marketable and other equity securities. Includes gains of $1.35.2 million from on sales and $0.4 million of OTTI for the declines in value for 24 of the 235 investments held at period ended December 31, 2017, 2019. Includes losses of $0.620.8 million from and gains of $3.8 million on sales and $5.3 million and $4.2 million of OTTI for the declines in value for 26 of the 252 investments held at periods ended December 31, 20162018 and $0.6 million from the declines in value for 22 of the 267 investments held at December 31, 2015. We concluded that any declines in value for the remaining investments were temporary, and as such, no OTTI was required to be recognized.2017, respectively.


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(3)
No OTTI was recognized for the years ended December 31, 2017, 2016, and 2015, respectively. We concluded that any declines in value for the investments were temporary, and as such, no OTTI was required to be recognized.

9.10.
Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments
We serve a variety of commercial clients in the technology, life science/healthcare, private equity/venture capital and premium wine industries. Our technology clients generally tend to be in the industries of hardware (semiconductors, communications, data, storage and electronics), software/internet (such as infrastructure software, applications, software services, digital content and advertising technology), and energy and resource innovation ("ERI"). Because of the diverse nature of ERI products and services, for our loan-related reporting purposes, ERI-related loans are reported under our hardware, software/internet, life science/healthcare and other commercial loan categories, as applicable. Our life science/healthcare clients primarily tend to be in the industries of biotechnology, medical devices, healthcare information technology and healthcare services. Loans made to private equity/venture capital firm clients typically enable them to fund investments prior to their receipt of funds from capital calls. Loans to the premium wine industry focus on vineyards and wineries that produce grapes and wines of high quality.
In addition to commercial loans, we make consumer loans through SVB Private Bank and provide real estate secured loans to eligible employees through our EHOP. Our private banking clients are primarily private equity/venture capital professionals and executive leaders in the innovation companies they support. These products and services include real estate secured home equity lines of credit, which may be used to finance real estate investments and loans used to purchase, renovate or refinance personal residences. These products and services also include restricted stock purchase loans and capital call lines of credit.
We also provide community development loans made as part of our responsibilities under the Community Reinvestment Act. These loans are included within “Construction loans” below and are primarily secured by real estate.
The composition of loans, net of unearned income of $148163 million and $125173 million at December 31, 20172019 and 20162018, respectively, is presented in the following table:
 December 31, December 31,
(Dollars in thousands) 2017 2016 2019 2018
Commercial loans:        
Software/internet $6,172,531
 $5,627,031
 $6,199,548
 $6,154,755
Hardware 1,193,599
 1,180,398
 1,371,159
 1,234,557
Private equity/venture capital 9,952,377
 7,691,148
 17,801,324
 14,110,560
Life science/healthcare 1,808,827
 1,853,004
 2,368,048
 2,385,612
Premium wine 204,105
 200,156
 267,487
 249,266
Other 365,724
 393,551
 420,555
 321,978
Total commercial loans 19,697,163
 16,945,288
 28,428,121
 24,456,728
Real estate secured loans:        
Premium wine (1) 669,053
 678,166
 820,730
 710,397
Consumer loans (2) 2,300,506
 1,926,968
 3,286,737
 2,612,971
Other 42,068
 43,487
 38,880
 40,435
Total real estate secured loans 3,011,627
 2,648,621
 4,146,347
 3,363,803
Construction loans 68,546
 64,671
 100,219
 97,077
Consumer loans 328,980
 241,364
 489,949
 420,672
Total loans, net of unearned income (3) $23,106,316
 $19,899,944
 $33,164,636
 $28,338,280
 
(1)
Included in our premium wine portfolio are gross construction loans of $10083 million and $11099 million at December 31, 20172019 and 20162018, respectively.


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(2)
Consumer loans secured by real estate at December 31, 20172019 and 20162018 were comprised of the following:
  December 31,
(Dollars in thousands) 2019 2018
Loans for personal residence $2,829,880
 $2,251,292
Loans to eligible employees 401,396
 290,194
Home equity lines of credit 55,461
 71,485
Consumer loans secured by real estate $3,286,737
 $2,612,971
  December 31,
(Dollars in thousands) 2017 2016
Loans for personal residence $1,995,840
 $1,655,349
Loans to eligible employees 243,118
 199,291
Home equity lines of credit 61,548
 72,328
Consumer loans secured by real estate $2,300,506
 $1,926,968

(3)
Included within our total loan portfolio are credit card loans of $270395 million and $224335 million at December 31, 20172019 and 20162018, respectively.
Credit Quality
The composition of loans, net of unearned income of $148163 million and $125173 million at December 31, 20172019 and 2016,2018, respectively, broken out by portfolio segment and class of financing receivable, is as follows:
  December 31,
(Dollars in thousands) 2019 2018
Commercial loans:    
Software/internet $6,199,548
 $6,154,755
Hardware 1,371,159
 1,234,557
Private equity/venture capital 17,801,324
 14,110,560
Life science/healthcare 2,368,048
 2,385,612
Premium wine 1,088,217
 959,663
Other 559,654
 459,490
Total commercial loans 29,387,950
 25,304,637
Consumer loans:    
Real estate secured loans 3,286,737
 2,612,971
Other consumer loans 489,949
 420,672
Total consumer loans 3,776,686
 3,033,643
Total loans, net of unearned income $33,164,636
 $28,338,280

  December 31,
(Dollars in thousands) 2017 2016
Commercial loans:  �� 
Software/internet $6,172,531
 $5,627,031
Hardware 1,193,599
 1,180,398
Private equity/venture capital 9,952,377
 7,691,148
Life science/healthcare 1,808,827
 1,853,004
Premium wine 873,158
 878,322
Other 476,338
 501,709
Total commercial loans 20,476,830
 17,731,612
Consumer loans:    
Real estate secured loans 2,300,506
 1,926,968
Other consumer loans 328,980
 241,364
Total consumer loans 2,629,486
 2,168,332
Total loans, net of unearned income $23,106,316
 $19,899,944


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The following table summarizes the aging of our gross loans, broken out by portfolio segment and class of financing receivable as of December 31, 20172019 and 20162018:
(Dollars in thousands) 
30 - 59
  Days Past  
Due
 
60 - 89
  Days Past  
Due
 Equal to or Greater Than 90 Days Past Due 
  Total Past  
Due
 Current     Loans Past Due 90 Days or More Still Accruing Interest
December 31, 2019:            
Commercial loans:            
Software/internet $19,839
 $4,225
 $
 $24,064
 $6,136,230
 $
Hardware 104
 18,084
 
 18,188
 1,357,379
 
Private equity/venture capital 97,893
 383
 3,150
 101,426
 17,715,964
 3,150
Life science/healthcare 445
 8,420
 
 8,865
 2,387,203
 
Premium wine 7,543
 
 
 7,543
 1,070,111
 
Other 9
 24
 
 33
 579,446
 
Total commercial loans 125,833
 31,136
 3,150
 160,119
 29,246,333
 3,150
Consumer loans:            
Real estate secured loans 6,282
 
 365
 6,647
 3,271,318
 365
Other consumer loans 164
 283
 
 447
 489,831
 
Total consumer loans 6,446
 283
 365
 7,094
 3,761,149
 365
Total gross loans excluding impaired loans 132,279
 31,419
 3,515
 167,213
 33,007,482
 3,515
Impaired loans 5,096
 6,805
 12,473
 24,374
 128,635
 
Total gross loans $137,375
 $38,224
 $15,988
 $191,587
 $33,136,117
 $3,515
December 31, 2018:            
Commercial loans:            
Software/internet $28,134
 $6,944
 $378
 $35,456
 $6,059,672
 $378
Hardware 300
 34
 4
 338
 1,233,956
 4
Private equity/venture capital 59,481
 11
 
 59,492
 14,054,940
 
Life science/healthcare 16,082
 817
 19
 16,918
 2,410,091
 19
Premium wine 2,953
 14
 
 2,967
 956,285
 
Other 7,391
 163
 1
 7,555
 477,442
 1
Total commercial loans 114,341
 7,983
 402
 122,726
 25,192,386
 402
Consumer loans:            
Real estate secured loans 3,598
 1,750
 1,562
 6,910
 2,598,496
 1,562
Other consumer loans 361
 
 
 361
 420,359
 
Total consumer loans 3,959
 1,750
 1,562
 7,271
 3,018,855
 1,562
Total gross loans excluding impaired loans 118,300
 9,733
 1,964
 129,997
 28,211,241
 1,964
Impaired loans 2,843
 1,181
 25,092
 29,116
 140,958
 
Total gross loans $121,143
 $10,914
 $27,056
 $159,113
 $28,352,199
 $1,964

(Dollars in thousands) 
30 - 59
  Days Past  
Due
 
60 - 89
  Days Past  
Due
 Equal to or Greater Than 90 Days Past Due 
  Total Past  
Due
 Current     Loans Past Due 90 Days or More Still Accruing Interest
December 31, 2017:            
Commercial loans:            
Software/internet $14,257
 $6,526
 $141
 $20,924
 $6,101,147
 $141
Hardware 1,145
 77
 50
 1,272
 1,163,278
 50
Private equity/venture capital 86,566
 38,580
 
 125,146
 9,835,317
 
Life science/healthcare 4,390
 191
 
 4,581
 1,841,692
 
Premium wine 418
 
 
 418
 871,074
 
Other 445
 
 
 445
 490,292
 
Total commercial loans 107,221
 45,374
 191
 152,786
 20,302,800
 191
Consumer loans:            
Real estate secured loans 2,164
 532
 
 2,696
 2,292,980
 
Other consumer loans 796
 
 
 796
 327,234
 
Total consumer loans 2,960
 532
 
 3,492
 2,620,214
 
Total gross loans excluding impaired loans 110,181
 45,906
 191
 156,278
 22,923,014
 191
Impaired loans 1,344
 11,902
 30,403
 43,649
 131,212
 
Total gross loans $111,525
 $57,808
 $30,594
 $199,927
 $23,054,226
 $191
December 31, 2016:            
Commercial loans:            
Software/internet $37,087
 $1,162
 $6
 $38,255
 $5,507,575
 $6
Hardware 5,591
 36
 27
 5,654
 1,118,065
 27
Private equity/venture capital 689
 
 
 689
 7,747,222
 
Life science/healthcare 283
 551
 
 834
 1,827,490
 
Premium wine 1,003
 4
 
 1,007
 876,185
 
Other 34
 300
 
 334
 504,021
 
Total commercial loans 44,687
 2,053
 33
 46,773
 17,580,558
 33
Consumer loans:            
Real estate secured loans 850
 
 
 850
 1,923,266
 
Other consumer loans 1,402
 
 
 1,402
 237,353
 
Total consumer loans 2,252
 
 
 2,252
 2,160,619
 
Total gross loans excluding impaired loans 46,939
 2,053
 33
 49,025
 19,741,177
 33
Impaired loans 34,636
 3,451
 11,180
 49,267
 185,193
 
Total gross loans $81,575
 $5,504
 $11,213
 $98,292
 $19,926,370
 $33










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The following table summarizes our impaired loans as they relate to our allowance for loan losses, broken out by portfolio segment and class of financing receivable for the years ended December 31, 20172019 and 20162018:
(Dollars in thousands) 
Impaired loans for 
which there is a related allowance for loan losses
 
Impaired loans for 
which there is no related allowance for loan losses
 Total carrying value of impaired loans Total unpaid principal of impaired loans   
December 31, 2019:        
Commercial loans:        
Software/internet $64,100
 $31,472
 $95,572
 $109,736
Hardware 2,143
 3,315
 5,458
 10,049
Private equity/venture capital 
 
 
 
Life science/healthcare 25,941
 5,671
 31,612
 70,600
Premium wine 204
 11,718
 11,922
 12,010
Other 1,284
 1,681
 2,965
 3,114
Total commercial loans 93,672
 53,857
 147,529
 205,509
Consumer loans:        
Real estate secured loans 1,766
 3,714
 5,480
 8,527
Total consumer loans 1,766
 3,714
 5,480
 8,527
Total $95,438
 $57,571
 $153,009
 $214,036
December 31, 2018:        
Commercial loans:        
Software/internet $49,625
 $65,225
 $114,850
 $131,858
Hardware 1,256
 10,250
 11,506
 12,159
Private equity/venture capital 
 3,700
 3,700
 3,700
Life science/healthcare 17,791
 16,276
 34,067
 44,446
Premium wine 
 1,301
 1,301
 1,365
Other 411
 
 411
 411
Total commercial loans 69,083
 96,752
 165,835
 193,939
Consumer loans:        
Real estate secured loans 3,919
 320
 4,239
 5,969
Total consumer loans 3,919
 320
 4,239
 5,969
Total $73,002
 $97,072
 $170,074
 $199,908

(Dollars in thousands) 
Impaired loans for 
which there is a related allowance for loan losses
 
Impaired loans for 
which there is no related allowance for loan losses
 Total carrying value of impaired loans Total unpaid principal of impaired loans   
December 31, 2017:        
Commercial loans:        
Software/internet $49,645
 $61,009
 $110,654
 $129,006
Hardware 15,637
 20,713
 36,350
 41,721
Private equity/venture capital 658
 
 658
 984
Life science/healthcare 20,521
 1,166
 21,687
 26,360
Premium wine 
 2,877
 2,877
 2,911
Other 32
 
 32
 165
Total commercial loans 86,493
 85,765
 172,258
 201,147
Consumer loans:        
Real estate secured loans 1,331
 850
 2,181
 3,712
Other consumer loans 422
 
 422
 436
Total consumer loans 1,753
 850
 2,603
 4,148
Total $88,246
 $86,615
 $174,861
 $205,295
December 31, 2016:        
Commercial loans:        
Software/internet $121,658
 $1,090
 $122,748
 $129,648
Hardware 65,395
 
 65,395
 70,683
Private equity/venture capital 
 
 
 
Life science/healthcare 38,361
 
 38,361
 41,130
Premium wine 3,187
 
 3,187
 3,187
Other 867
 
 867
 867
Total commercial loans 229,468
 1,090
 230,558
 245,515
Consumer loans:        
Real estate secured loans 1,504
 
 1,504
 2,779
Other consumer loans 2,398
 
 2,398
 2,398
Total consumer loans 3,902
 
 3,902
 5,177
Total $233,370
 $1,090
 $234,460
 $250,692




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The following table summarizes our average impaired loans and interest income recognized on impaired loans, broken out by portfolio segment and class of financing receivable during 2017, 20162019, 2018 and 2015:2017:
Year ended December 31,
(Dollars in thousands)
 Average impaired loans Interest income recognized on impaired loans
 2019
2018
2017 2019 2018 2017
Commercial loans:            
Software/internet $88,628
 $112,493
 $119,557
 $2,813
 $1,513
 $2,263
Hardware 12,500
 28,540
 35,022
 464
 312
 1,061
Private equity/venture capital 2,264
 1,327
 556
 
 
 
Life science/healthcare 44,827
 30,144
 30,842
 919
 756
 90
Premium wine 2,912
 2,605
 3,249
 311
 68
 152
Other 2,050
 171
 576
 21
 
 
Total commercial loans 153,181
 175,280
 189,802
 4,528
 2,649
 3,566
Consumer loans:            
Real estate secured loans 7,159
 4,028
 1,514
 54
 15
 
Other consumer loans 7
 358
 1,804
 
 
 
Total consumer loans 7,166
 4,386
 3,318
 54
 15
 
Total average impaired loans $160,347
 $179,666
 $193,120
 $4,582
 $2,664
 $3,566

Year ended December 31,
(Dollars in thousands)
 Average impaired loans Interest income on impaired loans
 2017
2016
2015 2017 2016 2015
Commercial loans:            
Software/internet $119,557
 $89,462
 $63,825
 $2,263
 $1,054
 $344
Hardware 35,022
 39,108
 8,854
 1,061
 2,624
 574
Private equity/venture capital 556
 
 
 
 
 
Life science/healthcare 30,842
 40,620
 18,083
 90
 155
 132
Premium wine 3,249
 2,056
 1,455
 152
 28
 12
Other 576
 3,442
 2,758
 
 6
 8
Total commercial loans 189,802
 174,688
 94,975
 3,566
 3,867
 1,070
Consumer loans:            
Real estate secured loans 1,514
 588
 172
 
 
 
Other consumer loans 1,804
 1,136
 41
 
 17
 
Total consumer loans 3,318
 1,724
 213
 
 17
 
Total average impaired loans $193,120
 $176,412
 $95,188
 $3,566
 $3,884
 $1,070
The following tables summarize the activity relating to our allowance for loan losses for 20172019, 20162018 and 20152017 broken out by portfolio segment:
Year ended December 31, 2017
(Dollars in thousands)
 Beginning Balance December 31, 2016 Charge-offs Recoveries Provision for (Reduction of) Loan Losses Foreign Currency Translation Adjustments Ending Balance December 31, 2017
 
Year ended December 31, 2019
(Dollars in thousands)
 Beginning Balance December 31, 2018 Charge-offs Recoveries Provision for Loan Losses Foreign Currency Translation Adjustments Ending Balance December 31, 2019
 
Commercial loans:                        
Software/internet $97,388
 $(45,012) $4,649
 $38,462
 $617
 $96,104
 $103,567
 $(46,930) $11,363
 $31,766
 $457
 $100,223
Hardware 31,166
 (10,414) 487
 6,051
 324
 27,614
 19,725
 (10,056) 7,069
 2,740
 166
 19,644
Private equity/venture capital 50,299
 (323) 
 31,625
 867
 82,468
 98,581
 (2,047) 2,047
 16,989
 235
 115,805
Life science/healthcare 25,446
 (8,210) 189
 7,414
 85
 24,924
 32,180
 (31,950) 267
 38,178
 570
 39,245
Premium wine 4,115
 
 
 (540) (43) 3,532
 3,355
 (174) 
 1,813
 154
 5,148
Other 4,768
 (1,156) 1,850
 (1,459) (62) 3,941
 3,558
 (415) 36
 328
 (154) 3,353
Total commercial loans 213,182
 (65,115) 7,175
 81,553
 1,788
 238,583
 260,966
 (91,572) 20,782
 91,814
 1,428
 283,418
Consumer loans 12,184
 (1,567) 1,363
 4,386
 75
 16,441
 19,937
 (1,031) 256
 2,369
 (25) 21,506
Total allowance for loan losses $225,366
 $(66,682) $8,538
 $85,939
 $1,863
 $255,024
 $280,903
 $(92,603) $21,038
 $94,183
 $1,403
 $304,924


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Year ended December 31, 2018
(Dollars in thousands)
 Beginning Balance December 31, 2017 Charge-offs Recoveries Provision for (Reduction of) Loan Losses Foreign Currency Translation Adjustments Ending Balance December 31, 2018
      
Commercial loans:            
Software/internet $96,104
 $(42,315) $5,664
 $45,068
 $(954) $103,567
Hardware 27,614
 (16,148) 1,849
 6,555
 (145) 19,725
Private equity/venture capital 82,468
 (112) 13
 16,485
 (273) 98,581
Life science/healthcare 24,924
 (6,662) 348
 14,347
 (777) 32,180
Premium wine 3,532
 
 
 (182) 5
 3,355
Other 3,941
 (2,391) 3,275
 (1,320) 53
 3,558
Total commercial loans 238,583
 (67,628) 11,149
 80,953
 (2,091) 260,966
Consumer loans 16,441
 (289) 487
 3,339
 (41) 19,937
Total allowance for loan losses $255,024
 $(67,917) $11,636
 $84,292
 $(2,132) $280,903

Year ended December 31, 2016
(Dollars in thousands)
 Beginning Balance December 31, 2015 Charge-offs Recoveries Provision for (Reduction of) Loan Losses Foreign Currency Translation Adjustments Ending Balance December 31, 2016
      
Commercial loans:            
Software/internet $103,045
 $(68,784) $7,278
 $58,350
 $(2,501) $97,388
Hardware 23,085
 (13,233) 1,667
 20,851
 (1,204) 31,166
Private equity/venture capital 35,282
 
 
 15,114
 (97) 50,299
Life science/healthcare 36,576
 (9,693) 1,129
 (2,543) (23) 25,446
Premium wine 5,205
 
 
 (1,260) 170
 4,115
Other 4,252
 (5,045) 1,880
 3,373
 308
 4,768
Total commercial loans 207,445
 (96,755) 11,954
 93,885
 (3,347) 213,182
Consumer loans 10,168
 (102) 258
 1,812
 48
 12,184
Total allowance for loan losses $217,613
 $(96,857) $12,212
 $95,697
 $(3,299) $225,366
Year ended December 31, 2017
(Dollars in thousands)
 Beginning Balance December 31, 2016 Charge-offs Recoveries Provision for (Reduction of) Loan Losses Foreign Currency Translation Adjustments Ending Balance December 31, 2017
      
Commercial loans:            
Software/internet $97,388
 $(45,012) $4,649
 $38,462
 $617
 $96,104
Hardware 31,166
 (10,414) 487
 6,051
 324
 27,614
Private equity/venture capital 50,299
 (323) 
 31,625
 867
 82,468
Life science/healthcare 25,446
 (8,210) 189
 7,414
 85
 24,924
Premium wine 4,115
 
 
 (540) (43) 3,532
Other 4,768
 (1,156) 1,850
 (1,459) (62) 3,941
Total commercial loans 213,182
 (65,115) 7,175
 81,553
 1,788
 238,583
Consumer loans 12,184
 (1,567) 1,363
 4,386
 75
 16,441
Total allowance for loan losses $225,366
 $(66,682) $8,538
 $85,939
 $1,863
 $255,024
Year ended December 31, 2015
(Dollars in thousands)
 Beginning Balance December 31, 2014 Charge-offs Recoveries Provision for (Reduction of) Loan Losses Foreign Currency Translation Adjustments Ending Balance December 31, 2015
      
Commercial loans:            
Software/internet $80,981
 $(33,246) $1,621
 $53,696
 $(7) $103,045
Hardware 25,860
 (5,145) 3,332
 (1,035) 73
 23,085
Private equity/venture capital 27,997
 
 
 7,391
 (106) 35,282
Life science/healthcare 15,208
 (7,291) 277
 28,400
 (18) 36,576
Premium wine 4,473
 
 7
 725
 
 5,205
Other 3,253
 (4,990) 809
 5,736
 (556) 4,252
Total commercial loans 157,772
 (50,672) 6,046
 94,913
 (614) 207,445
Consumer loans 7,587
 (296) 163
 2,716
 (2) 10,168
Total allowance for loan losses $165,359
 $(50,968) $6,209
 $97,629
 $(616) $217,613

The following table summarizes the activity relating to our allowance for unfunded credit commitments for 2017, 20162019, 2018 and 2015:2017:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Allowance for unfunded credit commitments, beginning balance $45,265
 $34,415
 $36,419
 $55,183
 $51,770
 $45,265
Provision for (reduction of) unfunded credit commitments 6,365
 10,982
 (1,946)
Provision for unfunded credit commitments 12,233
 3,578
 6,365
Foreign currency translation adjustments 140
 (132) (58) 240
 (165) 140
Allowance for unfunded credit commitments, ending balance (1) $51,770
 $45,265
 $34,415
 $67,656
 $55,183
 $51,770
 
(1)
The “allowance for unfunded credit commitments” is included as a component of “other liabilities” on our consolidated balance sheets. See Note 19—22—“Off-Balance Sheet Arrangements, Guarantees and Other Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional disclosures related to our commitments to extend credit.


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The following table summarizes the allowance for loan losses individually and collectively evaluated for impairment as of December 31, 20172019 and 20162018, broken out by portfolio segment:
  December 31, 2019 December 31, 2018
  Individually Evaluated for Impairment 
Collectively Evaluated for  
Impairment
 Individually Evaluated for Impairment 
Collectively Evaluated for  
Impairment
(Dollars in thousands) Allowance for loan losses Recorded investment in loans Allowance for loan losses Recorded investment in loans Allowance for loan losses Recorded investment in loans Allowance for loan losses Recorded investment in loans
Commercial loans:                
Software/internet $26,613
 $95,572
 $73,610
 $6,103,976
 $28,527
 $114,850
 $75,040
 $6,039,905
Hardware 1,214
 5,458
 18,430
 1,365,701
 1,253
 11,506
 18,472
 1,223,051
Private equity/venture capital 
 
 115,805
 17,801,324
 
 3,700
 98,581
 14,106,860
Life science/healthcare 16,414
 31,612
 22,831
 2,336,436
 7,484
 34,067
 24,696
 2,351,545
Premium wine 204
 11,922
 4,944
 1,076,295
 
 1,301
 3,355
 958,362
Other 203
 2,965
 3,150
 556,689
 411
 411
 3,147
 459,079
Total commercial loans 44,648
 147,529
 238,770
 29,240,421
 37,675
 165,835
 223,291
 25,138,802
Total consumer loans 211
 5,480
 21,295
 3,771,206
 266
 4,239
 19,671
 3,029,404
Total $44,859
 $153,009
 $260,065
 $33,011,627
 $37,941
 $170,074
 $242,962
 $28,168,206
  December 31, 2017 December 31, 2016
  Individually Evaluated for Impairment 
Collectively Evaluated for  
Impairment

 Individually Evaluated for Impairment 
Collectively Evaluated for  
Impairment

(Dollars in thousands) Allowance for loan losses Recorded investment in loans Allowance for loan losses Recorded investment in loans Allowance for loan losses Recorded investment in loans Allowance for loan losses Recorded investment in loans
Commercial loans:                
Software/internet $23,088
 $110,654
 $73,016
 $6,061,877
 $28,245
 $122,748
 $69,143
 $5,504,283
Hardware 8,450
 36,350
 19,164
 1,157,249
 9,995
 65,395
 21,171
 1,115,003
Private equity/venture capital 330
 658
 82,138
 9,951,719
 
 
 50,299
 7,691,148
Life science/healthcare 9,315
 21,687
 15,609
 1,787,140
 8,709
 38,361
 16,737
 1,814,643
Premium wine 
 2,877
 3,532
 870,281
 520
 3,187
 3,595
 875,135
Other 32
 32
 3,909
 476,306
 233
 867
 4,535
 500,842
Total commercial loans 41,215
 172,258
 197,368
 20,304,572
 47,702
 230,558
 165,480
 17,501,054
Total consumer loans 578
 2,603
 15,863
 2,626,883
 1,123
 3,902
 11,061
 2,164,430
Total $41,793
 $174,861
 $213,231
 $22,931,455
 $48,825
 $234,460
 $176,541
 $19,665,484

Credit Quality Indicators
For each individual client, we establish an internal credit risk rating for that loan, which is used for assessing and monitoring credit risk as well as performance of the loan and the overall portfolio. Our internal credit risk ratings are also used to summarize the risk of loss due to failure by an individual borrower to repay the loan. For our internal credit risk ratings, each individual loan is given a risk rating of 1 through 10. Loans risk-rated 1 through 4 are performing loans and translate to an internal rating of “Pass”,“Pass,” with loans risk-rated 1 being cash secured. Loans risk-rated 5 through 7 are performing loans,loans; however, we consider them as demonstrating higher risk, which requires more frequent review of the individual exposures; these translate to an internal rating of “Performing (Criticized).. When full repayment of a criticized loan has been deemed improbable under the original contractual terms but full repayment remains probable overall, the loan is considered to be a “Performing Impaired (Criticized)” loan. The loan is also considered for nonaccrual status if full repayment is determined to be improbable. All of our nonaccrual loans are risk-rated 8 or 9 and are classified under the nonperforming impaired category. (For a further description of nonaccrual loans, refer to Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report). Loans rated 10 are charged-off and are not included as part of our loan portfolio balance. We review our credit quality indicators for performance and appropriateness of risk ratings as part of our evaluation process for our allowance for loan losses.




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The following table summarizes the credit quality indicators, broken out by portfolio segment and class of financing receivables as of December 31, 20172019 and 2016:2018:
(Dollars in thousands) Pass 
  Performing 
(Criticized)  
 Performing Impaired (Criticized) Nonperforming Impaired (Nonaccrual) Total
December 31, 2019:          
Commercial loans:          
Software/internet $5,704,283
 $456,011
 $28,417
 $67,155
 $6,255,866
Hardware 1,266,077
 109,490
 3,315
 2,143
 1,381,025
Private equity/venture capital 17,813,128
 4,262
 
 
 17,817,390
Life science/healthcare 2,197,679
 198,389
 5,211
 26,401
 2,427,680
Premium wine 1,053,021
 24,633
 11,717
 205
 1,089,576
Other 571,040
 8,439
 1,680
 1,285
 582,444
Total commercial loans 28,605,228
 801,224
 50,340

97,189
 29,553,981
Consumer loans:          
Real estate secured loans 3,266,748
 11,217
 
 5,480
 3,283,445
Other consumer loans 489,903
 375
 
 
 490,278
Total consumer loans 3,756,651
 11,592
 
 5,480
 3,773,723
Total gross loans $32,361,879
 $812,816
 $50,340
 $102,669
 $33,327,704
December 31, 2018:          
Commercial loans:          
Software/internet $5,574,332
 $520,796
 $48,069
 $66,781
 $6,209,978
Hardware 1,146,985
 87,309
 10,250
 1,256
 1,245,800
Private equity/venture capital 14,098,281
 16,151
 
 3,700
 14,118,132
Life science/healthcare 2,291,356
 135,653
 16,276
 17,791
 2,461,076
Premium wine 909,965
 49,287
 1,017
 284
 960,553
Other 467,653
 17,344
 
 411
 485,408
Total commercial loans 24,488,572
 826,540
 75,612
 90,223
 25,480,947
Consumer loans:          
Real estate secured loans 2,584,261
 21,145
 320
 3,919
 2,609,645
Other consumer loans 419,771
 949
 
 
 420,720
Total consumer loans 3,004,032
 22,094
 320
 3,919
 3,030,365
Total gross loans $27,492,604
 $848,634
 $75,932
 $94,142
 $28,511,312

(Dollars in thousands) Pass 
  Performing 
(Criticized)  
 Performing Impaired (Criticized) Nonperforming Impaired (Nonaccrual) Total
December 31, 2017:          
Commercial loans:          
Software/internet $5,655,739
 $466,332
 $31,794
 $78,860
 $6,232,725
Hardware 1,112,574
 51,976
 20,165
 16,185
 1,200,900
Private equity/venture capital 9,955,082
 5,381
 
 658
 9,961,121
Life science/healthcare 1,720,613
 125,660
 1,167
 20,520
 1,867,960
Premium wine 834,537
 36,955
 2,476
 401
 874,369
Other 469,721
 21,016
 
 32
 490,769
Total commercial loans 19,748,266
 707,320
 55,602

116,656
 20,627,844
Consumer loans:          
Real estate secured loans 2,282,375
 13,301
 
 2,181
 2,297,857
Other consumer loans 326,851
 1,179
 
 422
 328,452
Total consumer loans 2,609,226
 14,480
 
 2,603
 2,626,309
Total gross loans $22,357,492
 $721,800
 $55,602
 $119,259
 $23,254,153
December 31, 2016:          
Commercial loans:          
Software/internet $4,924,923
 $620,907
 $46,143
 $76,605
 $5,668,578
Hardware 985,889
 137,830
 58,814
 6,581
 1,189,114
Private equity/venture capital 7,747,317
 594
 
 
 7,747,911
Life science/healthcare 1,707,499
 120,825
 6,578
 31,783
 1,866,685
Premium wine 865,354
 11,838
 2,696
 491
 880,379
Other 480,845
 23,510
 464
 403
 505,222
Total commercial loans 16,711,827
 915,504
 114,695
 115,863
 17,857,889
Consumer loans:          
Real estate secured loans 1,914,512
 9,604
 
 1,504
 1,925,620
Other consumer loans 238,256
 499
 786
 1,612
 241,153
Total consumer loans 2,152,768
 10,103
 786
 3,116
 2,166,773
Total gross loans $18,864,595
 $925,607
 $115,481
 $118,979
 $20,024,662


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Troubled Debt Restructurings
As of December 31, 20172019 we had 2223 TDRs with a total carrying value of $147.8$109.0 million where concessions have been granted to borrowers experiencing financial difficulties, in an attempt to maximize collection. This compares to 2017 TDRs with a total carrying value of $96.1$83.7 million as of December 31, 2016.2018. There were unfunded commitments available for funding of $0.6$0.8 million to the clients associated with these TDRs as of December 31, 2017.2019. The following table summarizes our loans modified in TDRs, broken out by portfolio segment and class of financing receivables at December 31, 20172019 and 2016:2018:
  December 31,
(Dollars in thousands) 2019 2018
Loans modified in TDRs:    
Commercial loans:    
Software/internet $71,136
 $58,089
Hardware 1,685
 9,665
Life science/healthcare 20,600
 12,738
Premium wine 13,457
 2,883
Total commercial loans 106,878
 83,375
Consumer loans:    
Other consumer loans 2,104
 320
Total loans modified in TDRs $108,982
 $83,695
  December 31,
(Dollars in thousands) 2017 2016
Loans modified in TDRs:    
Commercial loans:    
Software/internet $73,455
 $52,646
Hardware 51,132
 14,870
Private equity/venture capital 350
 
Life science/healthcare 19,235
 24,176
Premium wine 3,198
 3,194
Other 
 387
Total commercial loans 147,370
 95,273
Consumer loans:    
Other consumer loans 423
 786
Total loans modified in TDRs $147,793
 $96,059

The following table summarizes the recorded investment in loans modified in TDRs, broken out by portfolio segment and class of financing receivable, for modifications made during 2017, 20162019, 2018 and 2015:2017:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2015 2019 2018 2017
Loans modified in TDRs during the period:            
Commercial loans:            
Software/internet $42,184
 $23,574
 $56,790
 $62,367
 $30,429
 $42,184
Hardware 51,132
 14,870
 286
 1,685
 9,665
 51,132
Private equity/venture capital 350
 
 
 
 
 350
Life science/healthcare 
 1,638
 51,878
 13,309
 660
 
Premium wine 177
 677
 898
 11,017
 
 177
Other 
 
 519
Total commercial loans 93,843
 40,759
 110,371
 88,378
 40,754
 93,843
Consumer loans:            
Other consumer loans 
 786
 
 1,793
 320
 
Total loans modified in TDRs during the period (1) $93,843
 $41,545
 $110,371
 $90,171
 $41,074
 $93,843
 
(1)
During 2017There were $11.3 million, we had $4.6 million and $3.0 million of partial charge-offs on loans classified as TDRs. We had $3.6 million of partial charge-offs in 2016during 2019, 2018 and $23.5 million of partial charge-offs in 2015.2017, respectively.
During 2019, $86.9 million of new TDRs were modified through payment deferrals granted to our clients and $3.3 million were modified through partial forgiveness of principal. During 2018, all new TDRs of $41.1 million were modified through payment deferrals granted to our clients. During 2017, $93.5 million of new TDRs were modified through payment deferrals granted to our clients and $0.3 million were modified through partial forgiveness of principal. During 2016 and 2015, all new TDRs were modified through payment deferrals granted to our clients.

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The related allowance for loan losses for the majority of our TDRs is determined on an individual basis by comparing the carrying value of the loan to the present value of the estimated future cash flows, discounted at the pre-modification contractual interest rate. For certain TDRs, the related allowance for loan losses is determined based on the fair value of the collateral if the loan is collateral dependent.

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The following table summarizes the recorded investment in loans modified in TDRs within the previous 12 months that subsequently defaulted during their respective periods, broken out by portfolio segment and class of financing receivable, during 2017, 20162019, 2018 and 2015:2017:
  December 31,
(Dollars in thousands) 2019 2018 2017
TDRs modified within the previous 12 months that defaulted during the period:      
Commercial loans:      
Software/internet $37,294
 $
 $
Life science/healthcare 10,639
 
 
Total TDRs modified within the previous 12 months that defaulted in the period $47,933
 $
 $

  December 31,
(Dollars in thousands) 2017 (1) 2016 2015
TDRs modified within the previous 12 months that defaulted during the period:      
Commercial loans:      
Software/internet $
 $
 $16,804
Hardware 
 134
 286
Premium wine 
 491
 
Life science/healthcare 
 
 943
Total commercial loans 
 625
 18,033
Consumer loans:      
Other consumer loans 
 786
 
Total TDRs modified within the previous 12 months that defaulted in the period $
 $1,411
 $18,033
(1)
There were no loans modified in TDRs within the previous 12 months that subsequently defaulted during 2017.
Charge-offs and defaults on previously restructured loans are evaluated to determine the impact to the allowance for loan losses, if any. The evaluation of these defaults may impact the assumptions used in calculating the reserve on other TDRs and impaired loans as well as management’s overall outlook of macroeconomic factors that affect the reserve on the loan portfolio as a whole. After evaluating the charge-offs and defaults experienced on our TDRs we determined that no change to our reserving methodology for TDRs was necessary to determine the allowance for loan losses as of December 31, 20172019.
10.11.
Premises and Equipment
Premises and equipment at December 31, 20172019 and 20162018 consisted of the following:
  December 31,
(Dollars in thousands) 2019 2018
Computer software $261,643
 $217,017
Computer hardware 82,643
 70,247
Leasehold improvements 121,907
 98,237
Furniture and equipment 46,300
 42,319
Total 512,493
 427,820
Accumulated depreciation and amortization (350,617) (298,607)
Premises and equipment, net $161,876
 $129,213

  December 31,
(Dollars in thousands) 2017 2016
Computer software $203,359
 $189,867
Computer hardware 63,881
 56,215
Leasehold improvements 89,225
 70,909
Furniture and equipment 38,146
 31,886
Total 394,611
 348,877
Accumulated depreciation and amortization (265,929) (228,194)
Premises and equipment, net $128,682
 $120,683
Depreciation and amortization expense for premises and equipment was $42.0 million, $38.1 million and $38.0 million for the years ended 2019, $33.9 million2018 and $28.3 million in 2017, 2016 and 2015, respectively.

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12.Leases

We have operating leases for our corporate offices, data centers and certain equipment utilized at those properties. We are obligated under a number of noncancelable operating leases for premises and equipment that expire at various dates, through 2030, and in most instances, include options to renew or extend at market rates and terms. Such leases may provide for periodic adjustments of rentals during the term of the lease based on changes in various economic indicators.
On January 1, 2019, we adopted the new lease standard ASC 842 and all the related amendments. There were no significant assumptions or judgments required upon applying the new lease standard. We have no leases that meet the definition of a finance lease under ASC 842 and our lessor accounting treatment for subleases is not material. The comparative information below has not been restated and continues to be reported under the accounting standards in effect for those periods.

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11.
Deposits
The following table presentsTotal recorded balances for the composition of our deposits at December 31, 2017lease assets and 2016:liabilities are as follows:
(Dollars in thousands) 
December 31, 2019

Assets:  
Right-of-use assets - operating leases (1) $197,365
Liabilities:  
Lease liabilities - operating leases (1) 218,847
  December 31,
(Dollars in thousands) 2017 2016
Noninterest-bearing demand $36,655,497
 $31,975,457
Interest bearing checking and savings accounts 556,121
 375,710
Money market 5,975,220
 5,331,054
Money market deposits in foreign offices 111,201
 107,657
Sweep deposits in foreign offices 908,890
 1,133,872
Time 47,146
 56,118
Total deposits $44,254,075
 $38,979,868
The aggregate amount of time deposit accounts individually equal to or greater than $250,000 totaled $37 million and $43 million at December 31, 2017 and 2016, respectively. At December 31, 2017, time deposit accounts individually equal to or greater than $250,000 totaling $37 million were scheduled to mature within one year.
12.
Short-Term Borrowings and Long-Term Debt
The following table represents outstanding short-term borrowings and long-term debt at December 31, 2017 and 2016:
      Carrying Value
(Dollars in thousands) Maturity Principal value at December 31, 2017 December 31,
2017
 December 31,
2016
Short-term borrowings:        
Short-term FHLB advances January 2, 2018 $700,000
 $700,000
 $500,000
Federal funds purchased January 2, 2018 330,000
 330,000
 
Other short-term borrowings (1) 3,730
 3,730
 12,668
Total short-term borrowings     $1,033,730
 $512,668
Long-term debt:        
3.50% Senior Notes January 29, 2025 $350,000
 $347,303
 $346,979
5.375% Senior Notes September 15, 2020 350,000
 348,189
 347,586
6.05% Subordinated Notes (2) 
 
 46,646
7.0% Junior Subordinated Debentures (3) 
 
 54,493
Total long-term debt     $695,492
 $795,704

 
(1)
Included in these amounts are $21.7 million and $30.0 million of ROU assets and lease liabilities, respectively, attributable to the inclusion of SVB Leerink in our financial results at December 31, 2019.
The components of our lease cost and supplemental cash flow information related to leases for the year ended December 31, 2019 were as follows:
 (Dollars in thousands) 2019
Operating lease cost $41,049
Short-term lease cost 1,823
Variable lease cost 3,477
Less: sublease income (4,492)
Total lease expense, net $41,857
Supplemental cash flows information:  
Cash paid for amounts included in the measurement of lease liabilities:  
Cash paid for operating leases $44,976
Noncash items during the period:  
Lease obligations in exchange for obtaining right-of-use assets:  
Operating leases $33,167


The table below presents additional information related to the Company's leases as of December 31, 2019:
December 31, 2019
Weighted-average remaining term (in years) - operating leases6.29
Weighted-average discount rate - operating leases (1)2.92%
(1)The incremental borrowing rate used to calculate the lease liability was determined based on the facts and circumstances of the economic environment and the Company’s credit standing as of the effective date of ASC 842. Additionally, the total lease term and total lease payments were also considered in determining the rate. Based on these considerations the Company identified credit terms available under its existing credit lines which represent a collateralized borrowing rate that has varying credit terms that could be matched to total lease terms and total lease payments in ultimately determining the implied borrowing rate in each lease contract.


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The following table presents our undiscounted future cash payments for our operating lease liabilities as of December 31, 2019:
Years ended December 31,
(Dollars in thousands)
 Operating Leases
2020 $44,791
2021 42,683
2022 37,669
2023 36,914
2024 26,602
2025 and thereafter 52,128
Total lease payments (1) $240,787
Less: imputed interest (21,940)
Total lease liabilities $218,847
(1)
As of December 31, 2019, we have additional leases that have not yet commenced. We estimate that we will record additional lease liabilities of $29.1 million upon commencement. These leases will commence in 2020 with lease terms of two to five years.
The following table presents minimum future payments under noncancelable operating leases under ASC 840 as of December 31, 2018:
(Dollars in thousands) Amount
2019 $38,609
2020 37,575
2021 35,854
2022 31,659
2023 30,904
2024 and thereafter 49,071
Total minimum future payments $223,672

Rent expense for premises and equipment leased under operating leases, under ASC 840 totaled $34.6 million and $31.3 million in 2018 and 2017, respectively.


13.
Goodwill and Other Intangible Assets

Goodwill
On January 4, 2019, we completed the acquisition of Leerink Holdings LLC, now SVB Leerink. We recognized identifiable intangible assets of $60.9 million and goodwill of $137.8 million as a result of the acquisition. For additional information, refer to Note 3—“Business Combination” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report. The goodwill of $137.8 million includes revenue generating synergies expected from collaboration between SVB Leerink and the Company.
The changes in goodwill were as follows for the year ended December 31, 2019:
(Dollars in thousands) Goodwill
Beginning balance at December 31, 2018 $
Acquisitions (1) 137,823
Ending balance at December 31, 2019 $137,823
(1)All reported goodwill amounts have been allocated to the SVB Leerink reporting segment and are expected to be deductible for tax purposes. Refer to Note 25—“Segment Reporting” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional information.
During 2019, we completed our annual goodwill impairment test as of September 30, 2019. As a result, we determined there was 0 impairment as of December 31, 2019. For more information on our annual impairment policies, see Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.

Other Intangible Assets
The components of net other intangible assets related to the acquisition of SVB Leerink were as follows:

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  December 31, 2019
(Dollars in thousands) Gross Amount Accumulated Amortization Net Carrying Amount
Other intangible assets:      
Customer relationships $42,000
 $3,818
 $38,182
Other 18,900
 7,665
 11,235
Total other intangible assets $60,900
 $11,483
 $49,417


For the year ended December 31, 2019, we recorded amortization expense of $11.5 million. Assuming no future impairments of other intangible assets or additional acquisitions or dispositions, the following table presents the Company's future expected amortization expense for other intangible assets that will continue to be amortized as of December 31, 2019:
Years ended December 31,
(Dollars in thousands)
 
Other
Intangible Assets
2020 $5,382
2021 4,732
2022 4,732
2023 4,732
2024 4,732
2025 and thereafter 25,107
Total future amortization expense $49,417

14.
Deposits
The following table presents the composition of our deposits at December 31, 2019 and 2018:
  December 31,
(Dollars in thousands) 2019 2018
Noninterest-bearing demand $40,841,570
 $39,103,422
Interest-bearing checking and savings accounts 568,256
 648,468
Money market 17,749,736
 7,498,205
Money market deposits in foreign offices 352,437
 152,781
Sweep deposits in foreign offices 2,057,715
 1,875,298
Time 188,093
 50,726
Total deposits $61,757,807
 $49,328,900

The aggregate amount of time deposit accounts individually equal to or greater than $250,000 totaled $180 million and $42 million at December 31, 2019 and 2018, respectively. At December 31, 2019, time deposit accounts individually equal to or greater than $250,000 totaling $177 million were scheduled to mature within one year.
15.
Short-Term Borrowings and Long-Term Debt
The following table represents outstanding short-term borrowings and long-term debt at December 31, 2019 and 2018:

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      Carrying Value
(Dollars in thousands) Maturity Principal value at December 31, 2019 December 31,
2019
 December 31,
2018
Short-term borrowings:        
Short-term FHLB advances 
 

 $
 $300,000
Securities sold under agreement to repurchase (1) 
 
 319,414
Other short-term borrowings (2) $17,430
 17,430
 11,998
Total short-term borrowings     $17,430
 $631,412
Long-term debt:        
3.50% Senior Notes January 29, 2025 $350,000
 $347,987
 $347,639
5.375% Senior Notes 
 

 
 348,826
Total long-term debt     $347,987
 $696,465
(1)Securities sold under repurchase agreements are effectively short-term borrowings collateralized by U.S. Treasury securities.
(2)Represents cash collateral received from certain counterparties in relation to market value exposures of derivative contracts in our favor.
(2)
Our 6.05% Subordinated Notes were repaid on June 1, 2017 and the interest rate swap agreement related to this issuance was terminated upon repayment of the 6.05% Subordinated Notes. At December 31, 2016, included in the carrying value of our 6.05% Subordinated Notes were $0.8 million related to hedge accounting associated with the notes.
(3)
On December 21, 2017, we redeemed in full the outstanding aggregate principal amount of $51.5 million of our 7.0% Junior Subordinated Debentures due October 15, 2033, relating to our 7.0% Cumulative Trust Preferred Securities issued by SVB Capital II.


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The aggregate annual maturities of long-term debt obligations as of December 31, 20172019 are as follows:
Year ended December 31,
(Dollars in thousands)
 Amount
2020 $
2021 
2022 
2023 
2024 
2025 and thereafter 347,987
Total $347,987

Year ended December 31,
(Dollars in thousands):
 Amount
2018 $
2019 
2020 348,189
2021 
2022 
2023 and thereafter 347,303
Total $695,492
Interest expense related to short-term borrowings and long-term debt was $35.1 million, $46.6 million and $36.1 million in 2019, $37.3 million2018 and $34.9 million in 2017, 2016 and 2015, respectively. InterestFor the year ended December 31, 2017, interest expense is net of the hedge accounting impact from our interest rate swap agreements related to our 6.05% Subordinated Notes. The weighted average interest rate associated with our short-term borrowings was 1.39 percent as of December 31, 2017 and 0.592.62 percent as of December 31, 2016.2018. There were no overnight short-term borrowings as of December 31, 2019.


3.50% Senior Notes
In January 2015, SVB Financial issued $350 million of 3.50% Senior Notes due in January 2025. We received net proceeds of approximately $346.4 million after deducting underwriting discounts and commissions and issuance costs. The balance of our 3.50% Senior Notes at December 31, 20172019 was $347.3$348.0 million, which is reflective of $3.0$1.8 million of debt issuance costs and a $0.3$0.2 million discount.
5.375% Senior Notes
In September 2010, SVB Financial issued $350 million of 5.375% Senior Notes due in September 2020. We received net proceeds of $345 million after deducting underwriting discounts and commissions and other expenses. We used approximately $250 million of the net proceeds from the sale of the notes to meet obligations due on our 3.875% Convertible Notes, which matured in April 2011. The remaining net proceeds were used for general corporate purposes, including working capital.
6.05% Subordinated Notes
In May 2007, the Bank issued 6.05% Subordinated Notes, due in June 2017, in an aggregate principal amount of $250 million ("6.05% Subordinated Notes"). Concurrent with the issuance of the 6.05% Subordinated Notes, we entered into a fixed-to-variable interest rate swap agreement. See Note 13—“Derivative Financial Instruments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for additional details. Our 6.05% Subordinated Notes, issued by the Bank, were repaid on June 1, 2017. The interest rate swap agreement relating to this issuance was terminated upon repayment of the notes.
7.0% Junior Subordinated Debentures
In October 2003, SVB Financial issued $50 million in 7.0% Junior Subordinated Debentures to a special-purpose trust, SVB Capital II. Distributions to SVB Capital II are cumulative and are payable quarterly at a fixed rate of 7.0% per annum of the face value of the junior subordinated debentures. Distributions for 2017 were $3.3 million and $3.5 million for each of years 2016 and 2015. The junior subordinated debentures were mandatorily redeemable upon maturity in October 2033, or could be redeemed prior to maturity in whole or in part, at our option, at any time. Issuance costs of $2.2 million related to the junior subordinated debentures were deferred and were being amortized over the period until redemption. On December 21, 2017,20, 2019, we redeemed in full the outstanding aggregate principle amount of our $350 million 5.375% Senior Notes due 2020 at a redemption price of $358.4 million. The amount paid in excess of the principal amount of $51.5the 5.375% Senior Notes represented a $9.0 million premium due to holders upon early redemption and was recorded as a loss in other noninterest income.

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SVB Capital II and the remaining deferred issuance costs were recognized upon redemption.FINANCIAL GROUP AND SUBSIDIARIES
Available Lines of CreditNOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS - (Continued)




Short-term Borrowings
We have certain facilities in place to enable us to access short-term borrowings on a secured (using loans and available-for-sale securities as collateral) and an unsecured basis. TheseOur secured facilities include repurchase agreements and uncommitted federal funds lines with various financial institutions. As of December 31, 2017, we borrowed $330 million against our uncommitted federal

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funds lines. We also pledge securitiescollateral pledged to the FHLB of San Francisco and the discount window at the FRB. The fair valueFRB (using both fixed income securities and loans as collateral). Our unsecured facility consists of our uncommitted federal funds lines. As of December 31, 2019, collateral pledged to the FHLB of San Francisco (comprisedwas comprised primarily of fixed income investment securities and loans and U.S. Treasury securities) at December 31, 2017 totaled $3.4had a carrying value of $4.7 billion, of which $2.7$4.3 billion was available to support additional borrowings. The fair valueAs of December 31, 2019, collateral pledged atto the discount window ofat the FRB (comprised primarilywas comprised of U.S. Treasuryfixed income investment securities and U.S. agency debentures) at December 31, 2017 totaled $1.0had a carrying value of $1.0 billion,, all of which was unused and available to support additional borrowings. Our total unused and available borrowing capacity for our uncommitted federal funds lines totaled $1.9 billion at December 31, 2019. Our total unused and available borrowing capacity under our master repurchase agreements with various financial institutions totaled $3.3 billion at December 31, 2019.
13.16.
Derivative Financial Instruments
We primarily use derivative financial instruments to manage interest rate risk, currency exchange rate risk and to assist customers with their risk management objectives.objectives, which may include currency exchange rate risks and interest rate risks. Also, in connection with negotiating credit facilities and certain other services, we often obtain equity warrant assets giving us the right to acquire stock in private, venture-backed companies in the technology and life science/healthcare industries.
Interest Rate Risk
Interest rate risk is our primary market risk and can result from timing and volume differences in the repricing of our interest rate sensitive assets and liabilities and changes in market interest rates. To manage interest rate risk foron our 6.05% Subordinated Notes,variable-interest rate loan portfolio, we enteredenter into a fixed-for-floating interest rate swap agreement atcontracts to hedge against future changes in interest rates by using hedging instruments to lock in future cash inflows that would otherwise be impacted by movements in the time of debt issuance based upon LIBOR with matched-terms. Net cash benefits associated with ourmarket interest rates. We designate these interest rate swap are recordedcontracts as a reduction in “Interest expense—Borrowings,” a component of net interest income. The fair value of our interest rate swaps is calculated using a discounted cash flow methodhedges that qualify for hedge accounting under ASC 815, Derivatives and adjusted for credit valuation associated with counterparty risk. ChangesHedging ("ASC 815"), and record them in other assets and other liabilities. For qualifying cash flow hedges, changes in the fair value of the interest rate swapsderivative are reflectedrecorded in eitheraccumulated other assets (for swapscomprehensive income and recognized in an asset position) or other liabilities (for swaps in a liability position). On June 1, 2017, our interest rate swap was terminated upon repaymentearnings as the hedged item affects earnings. Derivative amounts affecting earnings are recognized consistent with the classification of the 6.05% Subordinated Notes.hedged item in the line item "loans" as part of interest income, a component of consolidated net income.
We assess hedge effectiveness under ASC 815 on a quarterly basis to ensure all hedges remain highly effective to ensure hedge accounting under ASC 815 can be applied. If the hedging relationship no longer exists or no longer qualifies as a hedge per ASC 815, any amounts remaining as gain or loss in accumulated other comprehensive income are reclassified into earnings in the line item "loans" as part of interest income, a component of consolidated net income. As of December 31, 2019, no derivatives classified as hedges were terminated or were disqualified for hedge accounting. The maximum length of time over which the forecasted transactions are hedged is approximately five years.
Currency Exchange Risk
We enter into foreign exchange forward contracts to economically reduce our foreign exchange exposure risk associated with the net difference between foreign currency denominated assets and liabilities. We do not designate any foreign exchange forward contracts as derivative instruments that qualify for hedge accounting. Gains or losses from changes in currency rates on foreign currency denominated instruments are recorded in the line item "Other""other" as part of noninterest income, a component of consolidated net income. We may experience ineffectiveness in the economic hedging relationship, because the instruments are revalued based upon changes in the currency’s spot rate on the principal value, while the forwards are revalued on a discounted cash flow basis. We record forward agreements in gain positions in other assets and loss positions in other liabilities, while net changes in fair value are recorded in the line item "Other""other" as part of noninterest income, a component of consolidated net income.
Other Derivative Instruments
Also included in our derivative instruments are equity warrant assets and client forward and option contracts, and client interest rate contracts. For further description of these other derivative instruments, refer to Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.

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Counterparty Credit Risk
We are exposed to credit risk if counterparties to our derivative contracts do not perform as expected. We mitigate counterparty credit risk through credit approvals, limits, monitoring procedures and obtaining collateral, as appropriate. With respect to measuring counterparty credit risk for derivative instruments, we measure the fair value of a group of financial assets and financial liabilities on a net risk basis by counterparty portfolio.

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The total notional or contractual amounts and fair value collateral and net exposure of our derivative financial instruments at December 31, 20172019 and 20162018 were as follows:
 December 31, 2019 December 31, 2018
   December 31, 2017 December 31, 2016 
Notional or
Contractual
Amount
 Fair Value 
Notional or
Contractual
Amount
 Fair Value
(Dollars in thousands) 
Balance Sheet
Location
 
Notional or
Contractual
Amount
 Fair Value 
Collateral
(1)
 
Net
Exposure
(2)
 
Notional or
Contractual
Amount
 Fair Value 
Collateral
(1)
 
Net
Exposure
(2)
 Derivative Assets (1) Derivative Liabilities (1) Derivative Assets (1) Derivative Liabilities (1)
Derivatives designated as hedging instruments:                            
Interest rate risks:
                            
Interest rate swaps Other assets $
 $
 $
 $
 $45,964
 $810
 $89
 $721
 $1,915,000
 $22,676
 $
 $
 $
 $
Interest rate swaps 3,085,000
 
 25,623
 
 
 
Derivatives not designated as hedging instruments:                            
Currency exchange risks:
                            
Foreign exchange forwards Other assets 50,889
 414
 39
 375
 219,950
 3,057
 
 3,057
 
 
 
 263,733
 4,767
 
Foreign exchange forwards Other liabilities 425,055
 (5,201) 
 (5,201) 54,338
 (968) 
 (968) 300,250
 
 2,154
 178,310
 
 1,094
Net exposure   (4,787) 39
 (4,826)   2,089
 
 2,089
Other derivative instruments:
                            
Equity warrant assets Other assets 211,253
 123,763
 
 123,763
 211,434
 131,123
 
 131,123
 225,893
 165,473
 
 223,532
 149,238
 
Other derivatives:                
Client foreign exchange forwards Other assets 2,203,643
 95,035
 3,691
 91,344
 1,251,308
 54,587
 12,579
 42,008
 4,661,517
 114,546
 
 2,759,878
 93,876
 
Client foreign exchange forwards Other liabilities 2,092,207
 (90,253) 
 (90,253) 1,068,991
 (43,317) 
 (43,317) 4,326,059
 
 94,745
 2,568,085
 
 85,706
Client foreign currency options Other assets 102,678
 1,187
 
 1,187
 775,000
 10,383
 
 10,383
 154,985
 1,308
 
 93,556
 1,759
 
Client foreign currency options Other liabilities 102,678
 (1,187) 
 (1,187) 775,000
 (10,383) 
 (10,383) 154,985
 
 1,308
 93,579
 
 1,759
Client interest rate derivatives(2) Other assets 726,984
 11,753
 
 11,753
 583,511
 10,110
 
 10,110
 1,275,190
 28,811
 
 1,020,416
 8,499
 
Client interest rate derivatives(2) Other liabilities 782,586
 (11,940) 
 (11,940) 627,639
 (9,770) 
 (9,770) 1,372,914
 
 14,154
 1,337,328
 
 9,491
Net exposure   4,595
 3,691
 904
   11,610
 12,579
 (969)
Net   $123,571
 $3,730
 $119,841
   $145,632
 $12,668
 $132,964
Total Derivatives not designated as hedging instruments   310,138
 112,361
 

 258,139
 98,050
Total derivatives   $332,814
 $137,984
   $258,139
 $98,050
 
(1)Cash collateral received from our counterparties
Derivative assets and liabilities are included in relation to market value exposures of derivative contracts in our favor is recorded as a component of “short-term borrowings”"accrued interest receivable and other assets" and "other liabilities", respectively, on our consolidated balance sheets.
(2)Net exposure for contracts in a gain position
The amount reported reflects the replacement cost in the eventreductions of nonperformance by all such counterparties. The credit ratingsapproximately $17.4 million of our institutional counterparties asderivative liabilities and $0.4 million of derivative assets at December 31, 2017 remain at investment grade or higher2019 and there were no material changes in their credit ratings2018, respectively, reflecting variation margin treated as settlement of the related derivative fair values for the year ended December 31, 2017.legal and accounting purposes as required by central clearing houses.


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A summary of our derivative activity and the related impact on our consolidated statements of income for 2017, 20162019, 2018 and 20152017 is as follows:
    Year ended December 31,
(Dollars in thousands) Statement of income location    2019 2018 2017
Derivatives designated as hedging instruments:        
 Interest rate risks:
        
Amounts reclassified from accumulated other comprehensive income into income Interest income—loans $(5,358) $
 $
Net cash benefit associated with interest rate swaps Interest expense—borrowings 
 
 1,053
Changes in fair value of interest rate swaps Other noninterest income 
 
 (7)
Net (losses) gains associated with interest rate risk derivatives   $(5,358) $
 $1,046
Derivatives not designated as hedging instruments:        
 Currency exchange risks:
        
Gains (losses) on revaluations of internal foreign currency instruments, net Other noninterest income $1,444
 $(373) $33,161
(Losses) gains on internal foreign exchange forward contracts, net Other noninterest income (1,853) 52
 (32,286)
Net (losses) gains associated with internal currency risk   $(409) $(321) $875
 Other derivative instruments:
        
(Losses) gains on revaluations of client foreign currency instruments, net Other noninterest income $(15,146) $4,998
 $10,882
Gains (losses) on client foreign exchange forward contracts, net Other noninterest income 15,900
 (4,011) (9,969)
Net gains associated with client currency risk   $754
 $987
 $913
Net gains on equity warrant assets Gains on equity warrant assets, net $138,078
 $89,142
 $54,555
Net losses on other derivatives Other noninterest income $(1,190) $(179) $(564)

    Year ended December 31,
(Dollars in thousands) Statement of income location    2017 2016 2015
Derivatives designated as hedging instruments:        
 Interest rate risks:
        
Net cash benefit associated with interest rate swaps Interest expense—borrowings $1,053
 $2,341
 $2,526
Changes in fair value of interest rate swaps Other noninterest income (7) (35) (20)
Net gains associated with interest rate risk derivatives   $1,046
 $2,306
 $2,506
Derivatives not designated as hedging instruments:        
 Currency exchange risks:
        
Gains (losses) on revaluations of internal foreign currency instruments, net Other noninterest income $33,161
 $(16,676) $(12,735)
(Losses) gains on internal foreign exchange forward contracts, net Other noninterest income (32,286) 16,136
 12,377
Net gains (losses) associated with internal currency risk   $875
 $(540) $(358)
 Other derivative instruments:
        
Gains on revaluations of client foreign currency instruments, net Other noninterest income $10,882
 $4,215
 $115
(Losses) gains on client foreign exchange forward contracts, net Other noninterest income (9,969) (5,674) 694
Net gains (losses) associated with client currency risk   $913
 $(1,459) $809
Net gains on equity warrant assets Gains on equity warrant assets, net $54,555
 $37,892
 $70,963
Net (losses) gains on other derivatives Other noninterest income $(564) $262
 $(209)






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Balance Sheet Offsetting
Certain of our derivative and other financial instruments are subject to enforceable master netting arrangements with our counterparties. These agreements provide for the net settlement of multiple contracts with a single counterparty through a single payment, in a single currency, in the event of default on or termination of any one contract. The following table summarizes our assets subject to enforceable master netting arrangements as of December 31, 20172019 and 2016:2018:
(Dollars in thousands) Gross Amounts of Recognized Assets Gross Amounts offset in the Statement of Financial Position Net Amounts of Assets Presented in the Statement of Financial Position Gross Amounts Not Offset in the Statement of Financial Position But Subject to Master Netting Arrangements Net Amount
    Financial Instruments Cash Collateral Received (1) 
December 31, 2019:            
Derivative Assets:            
Interest rate swaps $22,676
 $
 $22,676
 $(22,598) $
 $78
Foreign exchange forwards 114,546
 
 114,546
 (36,855) (17,095) 60,596
Foreign currency options 1,308
 
 1,308
 (848) (335) 125
Client interest rate derivatives 28,811
 
 28,811
 (28,811) 
 
Total derivative assets: 167,341
 
 167,341
 (89,112) (17,430) 60,799
Reverse repurchase, securities borrowing, and similar arrangements 289,340
 
 289,340
 (289,340) 
 
Total $456,681
 $
 $456,681
 $(378,452) $(17,430) $60,799
December 31, 2018:            
Derivative Assets:            
Foreign exchange forwards $98,643
 $
 $98,643
 $(38,213) $(11,825) $48,605
Foreign currency options 1,759
 
 1,759
 (613) (90) 1,056
Client interest rate derivatives 8,499
 
 8,499
 (8,416) (83) 
Total derivative assets: 108,901
 
 108,901
 (47,242) (11,998) 49,661
Reverse repurchase, securities borrowing, and similar arrangements 123,611
 
 123,611
 (123,611) 
 
Total $232,512
 $
 $232,512
 $(170,853) $(11,998) $49,661

(Dollars in thousands) Gross Amounts of Recognized Assets Gross Amounts offset in the Statement of Financial Position Net Amounts of Assets Presented in the Statement of Financial Position Gross Amounts Not Offset in the Statement of Financial Position But Subject to Master Netting Arrangements Net Amount
    Financial Instruments Cash Collateral Received 
December 31, 2017:            
Derivative Assets:            
   Interest rate swaps $
 $
 $
 $
 $
 $
Foreign exchange forwards 95,449
 
 95,449
 (14,456) (3,730) 77,263
   Foreign currency options 1,187
 
 1,187
 (557) 
 630
   Client interest rate derivatives 11,753
 
 11,753
 (11,741) 
 12
Total derivative assets: 108,389
 
 108,389
 (26,754) (3,730) 77,905
Reverse repurchase, securities borrowing, and similar arrangements 247,876
 
 247,876
 (247,876) 
 
Total $356,265
 $
 $356,265
 $(274,630) $(3,730) $77,905
December 31, 2016:            
Derivative Assets:            
   Interest rate swaps $810
 $
 $810
 $(721) $(89) $
Foreign exchange forwards 57,644
 
 57,644
 (22,738) (12,579) 22,327
   Foreign currency options 10,383
 
 10,383
 (8,806) 
 1,577
   Client interest rate derivatives 10,110
 
 10,110
 (10,091) 
 19
Total derivative assets: 78,947
 
 78,947
 (42,356) (12,668) 23,923
Reverse repurchase, securities borrowing, and similar arrangements 64,028
 
 64,028
 (64,028) 
 
Total $142,975
 $
 $142,975
 $(106,384) $(12,668) $23,923
(1)Cash collateral received from our counterparties in relation to market value exposures of derivative contracts in our favor is recorded as a component of “short-term borrowings” on our consolidated balance sheets.






















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The following table summarizes our liabilities subject to enforceable master netting arrangements as of December 31, 20172019 and 2016:2018:
(Dollars in thousands) Gross Amounts of Recognized Liabilities Gross Amounts offset in the Statement of Financial Position Net Amounts of Liabilities Presented in the Statement of Financial Position Gross Amounts Not Offset in the Statement of Financial Position But Subject to Master Netting Arrangements Net Amount Gross Amounts of Recognized Liabilities Gross Amounts offset in the Statement of Financial Position Net Amounts of Liabilities Presented in the Statement of Financial Position Gross Amounts Not Offset in the Statement of Financial Position But Subject to Master Netting Arrangements Net Amount
 Financial Instruments Cash Collateral Pledged   Financial Instruments Cash Collateral Pledged (1) 
December 31, 2017:            
December 31, 2019:            
Derivative Liabilities:            
Interest rate swaps $25,623
 $
 $25,623
 $(22,676) $(2,947) $
Foreign exchange forwards 96,899
 
 96,899
 (33,314) (22,030) 41,555
Foreign currency options 1,308
 
 1,308
 (531) 
 777
Client interest rate derivatives 14,154
 
 14,154
 
 (13,936) 218
Total derivative liabilities: 137,984
 
 137,984
 (56,521) (38,913) 42,550
Repurchase, securities lending, and similar arrangements 
 
 
 
 
 
Total $137,984
 $
 $137,984
 $(56,521) $(38,913) $42,550
December 31, 2018:            
Derivative Liabilities:                        
Foreign exchange forwards $95,454
 $
 $95,454
 $(80,107) $
 $15,347
 $86,800
 $
 $86,800
 $(24,778) $(20,732) $41,290
Foreign currency options 1,187
 
 1,187
 (631) 
 556
 1,759
 
 1,759
 (1,054) 
 705
Client interest rate derivatives 11,940
 
 11,940
 (11,924) 
 16
 9,491
 
 9,491
 
 (9,207) 284
Total derivative liabilities: 108,581
 
 108,581
 (92,662) 
 15,919
 98,050
 
 98,050
 (25,832) (29,939) 42,279
Repurchase, securities lending, and similar arrangements 
 
 
 
 
 
 319,414
 
 319,414
 
 
 319,414
Total $108,581
 $
 $108,581
 $(92,662) $
 $15,919
 $417,464
 $
 $417,464
 $(25,832) $(29,939) $361,693
December 31, 2016:            
Derivative Liabilities:            
Foreign exchange forwards $44,285
 $
 $44,285
 $(17,964) $
 $26,321
Foreign currency options 10,383
 
 10,383
 (1,585) 
 8,798
Client interest rate derivatives 9,770
 
 9,770
 (9,770) 
 
Total derivative liabilities: 64,438
 
 64,438
 (29,319) 
 35,119
Repurchase, securities lending, and similar arrangements 
 
 
 
 
 
Total $64,438
 $
 $64,438
 $(29,319) $
 $35,119
(1)
Cash collateral pledged to our counterparties in relation to market value exposures of derivative contracts in a liability position and repurchase agreements are recorded as a component of “cash and cash equivalents" on our consolidated balance sheets.
14.17.
Noninterest Income
ForOn January 1, 2018, we adopted accounting standard ASU 2014-09, Revenue from Contracts with Customers and all the yearrelated amendments ("ASC 606" or "ASU 2014-09"). Results for the reporting periods ended December 31, 2017,2019 and 2018 are presented under ASC 606, while prior period amounts are not adjusted and continue to be reported in accordance with our previous accounting methodology under ASC 605. A summary of noninterest income was $557.2 million, compared to $456.6 million and $472.8 million, for the comparable 2016years ended December 31, 2019, 2018 and 2015 periods.2017 is as follows:

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  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Noninterest income:      
Gains on investment securities, net $64,603
 $51,740
 $89,445
Gains on equity warrant assets, net 54,555
 37,892
 70,963
Foreign exchange fees 115,760
 104,183
 87,007
Credit card fees 76,543
 68,205
 56,657
Deposit service charges 58,715
 52,524
 46,683
Client investment fees 56,136
 32,219
 21,610
Lending related fees 43,265
 33,395
 32,536
Letters of credit and standby letters of credit fees 28,544
 25,644
 20,889
Other 59,110
 50,750
 47,004
Total noninterest income $557,231
 $456,552
 $472,794

  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Noninterest income:      
Gains on investment securities, net $134,670
 $88,094
 $64,603
Gains on equity warrant assets, net 138,078
 89,142
 54,555
Client investment fees 182,068
 130,360
 56,136
Foreign exchange fees 159,262
 138,812
 115,760
Credit card fees 118,719
 94,072
 76,543
Deposit service charges 89,200
 76,097
 58,715
Lending related fees 49,920
 41,949
 43,265
Letters of credit and standby letters of credit fees 42,669
 34,600
 28,544
Investment banking revenue 195,177
 
 
Commissions 56,346
 
 
Other 55,370
 51,858
 59,110
Total noninterest income $1,221,479
 $744,984
 $557,231

Gains on investment securities, net
Net gains on investment securities include both gains and losses from our non-marketable and other equity securities, as well as gains and losses from sales of our AFS debt securities portfolio, when applicable.applicable, and carried interest.
Our non-marketable and other equity securities portfolio primarily represents investments in venture capital and private equity funds, our joint venture bank in China Joint Venture, debt funds, private and public portfolio companies, which include public equity securities held as a result of exercised equity warrant assets, and investments in qualified affordable housing projects. We experience variability in the performance of our non-marketable and other equity securities from period to period, which results in net gains or losses on investment securities (both realized and unrealized). This variability is due to a number of factors, including unrealized changes in the values of our investments, changes in the amount of realized gains from distributions, changes in liquidity events and general economic and market conditions. Unrealized gains from non-marketable and other equity securities for any single period are typically driven by valuation changes.

The extent to which any unrealized gains or losses will become realized is subject to a variety of factors, including, among other things, the expiration of certain sales restrictions to which these equity securities may be subject to (i.e., lock-up agreements), changes in prevailing market prices, market conditions, the actual sales or distributions of securities, and the timing of such actual sales or distributions, which, to the extent such securities are managed by our managed funds, are subject to our funds' separate discretionary sales/distributions and governance processes.
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preferential allocations of profits recognizable when the return on assets of our individual managed fund of funds and direct venture funds exceeds certain performance targets and is payable to us, as the general partners of the managed funds. The carried interest we earn is often shared with employees, who are also members of the general partner entities. We record carried interest on a quarterly basis by measuring fund performance to date versus the performance target.  For our unconsolidated managed funds, carried interest is recorded as gains on investment securities, net. For our consolidated managed funds, it is recorded as a component of net income attributable to noncontrolling interests. Carried interest allocated to others is recorded as a component of net income attributable to noncontrolling interests. Any carried interest paid to us (or our employees) may be subject to reversal to the extent fund performance declines to a level where inception to date carried interest is lower than actual payments made by the funds. The limited partnership agreements for our funds provide that carried interest is generally not paid to the general partners until the funds have provided a full return of contributed capital to the limited partners. Accrued, but unpaid carried interest may be subject to reversal to the extent that the fund performance declines to a level where inception-to-date carried interest is less than prior amounts recognized. Carried interest income is accounted for under an ownership model based on ASC 323 — Equity Method of Accounting and ASC 810 — Consolidation.
Our AFSavailable-for-sale securities portfolio is primarily a fixed income investment portfolio that is managed with the objective of earning an appropriate portfolio yield over the long-term while maintaining sufficient liquidity and credit diversification as well as addressing our asset/liability management objectives. SalesThough infrequent, sales of equitydebt securities held as a resultin our AFS securities portfolio

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may result in net gains or losses and are conducted pursuant to the guidelines of our investment policy related to the management of our liquidity position and interest rate risk.
Gains on investment securities.
securities are recognized outside of the scope of the new revenue standard as it explicitly excludes noninterest income earned from our investment-related activities. A summary of gains and losses on investment securities for 2017, 20162019, 2018 and 20152017 is as follows:
   Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Gains on non-marketable and other equity securities, net $138,575
 $88,834
 $69,792
Losses on sales of available-for-sale debt securities, net (3,905) (740) (5,189)
Total gains on investment securities, net $134,670
 $88,094
 $64,603
   Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Gains on non-marketable and other securities, net $69,792
 $39,545
 $88,244
(Losses) gains on sales of available-for-sale securities, net (5,189) 12,195
 1,201
Gains on investment securities, net $64,603
 $51,740
 $89,445

Gains on equity warrant assets, net
In connection with negotiating credit facilities and certain other services, we often obtain rights to acquire stock in the form of equity warrant assets in primarily private, venture-backed companies in the technology and life science/healthcare industries. Any changes in fair value from the grant date fair value of equity warrant assets will be recognized as increases or decreases to other assets on our balance sheet and as net gains or losses on equity warrant assets, in noninterest income, a component of consolidated net income.
Gains on equity warrant assets are recognized outside of the scope of the new revenue standard as it explicitly excludes noninterest income earned from our derivative-related activities. A summary of net gains on equity warrant assets net, for 2019, 2018 and 2017 2016is as follows:
   Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Equity warrant assets:      
Gains on exercises, net $107,168
 $58,186
 $48,275
Terminations (3,502) (5,964) (4,422)
Changes in fair value, net 34,412
 36,920
 10,702
Total net gains on equity warrant assets $138,078
 $89,142
 $54,555

Client investment fees
Client investment fees include fees earned from discretionary investment management services for substantially all clients, managing clients’ portfolios based on their investment policies, strategies and 2015objectives and investment advisory fees. Revenue is recognized on a monthly basis upon completion of our performance obligation and consideration is typically received in the subsequent month. Included in our sweep money market fees are Rule 12(b)-1 fees, revenue sharing and customer transactional-based fees. Rule 12(b)-1 fees and revenue sharing are recognized as earned based on client funds that are invested in the period, typically monthly. Transactional based fees are earned and recognized on fixed income securities when the transaction is executed on the clients' behalf. Amounts paid to third-party service providers are predominantly expensed, such that client investment fees are recorded gross of payments made to third parties. A summary of client investment fees by instrument type for 2019, 2018 and 2017 is as follows:
   Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Equity warrant assets:      
Gains on exercises, net $48,275
 $31,197
 $41,455
Cancellations and expirations (4,422) (3,015) (1,040)
Changes in fair value, net 10,702
 9,710
 30,548
Net gains on equity warrant assets $54,555
 $37,892
 $70,963
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Client investment fees by type:      
Sweep money market fees $104,236
 $75,654
 $28,485
Asset management fees (1) 28,665
 23,882
 16,831
Repurchase agreement fees 49,167
 30,824
 10,820
Total client investment fees (2) $182,068
 $130,360
 $56,136

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(1)Represents fees earned from investments in third-party money market mutual funds and fixed-income securities managed by SVB Asset Management.
(2)Represents fees earned on client investment funds which are maintained at third-party financial institutions and are not recorded on our balance sheet.
Foreign exchange fees
Foreign exchange fees represent the income differential between purchases and sales of foreign currency on behalf of our clients.clients, primarily from spot contracts. Foreign exchange spot contract fees are recognized upon the completion of the single performance obligation, the execution of a spot trade in exchange for a fee. In line with customary business practice, the legal right transfers to the client upon execution of a foreign exchange contract on the trade date, and as such, we currently recognize our fees based on the trade date and are typically settled within two business days.
Forward contract and option premium fees are recognized outside of the scope of the new revenue standard as it explicitly excludes noninterest income earned from our derivative-related activities. A summary of foreign exchange fee income by instrument type for 2017, 20162019, 2018 and 20152017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Foreign exchange fees by instrument type:      
Spot contract commissions $145,915
 $127,459
 $104,344
Forward contract commissions 13,068
 10,940
 10,934
Option premium fees 279
 413
 482
Total foreign exchange fees $159,262
 $138,812
 $115,760
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Foreign exchange fees by instrument type:      
Spot contract commissions $104,344
 $89,354
 $80,564
Forward contract commissions 10,934
 14,004
 6,414
Option premium fees 482
 825
 29
Total foreign exchange fees $115,760
 $104,183
 $87,007

Credit card fees
Credit card fees include interchange income from credit and debit cards and fees earned from processing transactions for merchants. Credit card fees areInterchange income is earned daily upon completionafter satisfying our performance obligation of transactionproviding nightly settlement services.services to a payment network. Costs related to rewards programs are recorded when the rewards are earned by the customer and presented as a reduction to interchange fee income. Rewards programs continue to be accounted for under ASC 310 - Receivables. Our performance obligations for merchant service fees are to transmit data and funds between the merchant and the payment network. Credit card interchange and merchant service fees are earned daily upon completion of transaction settlement services.
Annual card service fees and direct loan origination costs are deferred and recognized on a straight-line basis over a 12-month period.period and continue to be accounted for under ASC 310 - Receivables. A summary of credit card fees by instrument type for 2017, 20162019, 2018 and 20152017 is as follows:

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  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Credit card fees by instrument type:      
Card interchange fees, net $93,553
 $74,381
 $60,224
Merchant service fees 18,355
 14,420
 11,584
Card service fees 6,811
 5,271
 4,735
Total credit card fees $118,719
 $94,072
 $76,543

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  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Credit card fees by instrument type:      
Card interchange fees, net $60,224
 $51,513
 $46,185
Merchant service fees 11,584
 12,783
 7,346
Card service fees 4,735
 3,909
 3,126
Total credit card fees $76,543
 $68,205
 $56,657

Deposit service charges
Deposit service charges include fees earned from performing cash management activities and other deposit account services. Deposit services include, but are not limited to, the following: receivables services, which include merchant services, remote capture, lockbox, electronic deposit capture, and fraud control services. Payment and cash management products and services include wire transfer and automated clearing house payment services to enable clients to transfer funds more quickly, as well as business bill pay, business credit and debit cards, account analysis, and disbursement services. Deposit service charges

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are recognized over the period in which the related serviceperformance obligation is provided, generally on a monthly basis.
Client investment fees
Client investment fees include fees earned from Rule 12(b)-1 fees, revenue sharingbasis, and from customer transactional based fees. Rule 12(b)-1 fees and revenue sharing are recognized as earned based on client funds that are investedpresented in the period. Transactional based fees are earned and recognized on fixed income securities when the transaction is executed on the clients' behalf. Amounts paid to third-party service providers are predominantly expensed, such that client investment fees are recorded gross"Disaggregation of payments made to third parties. A summary of client investment fees by instrument type for 2017, 2016 and 2015 is as follows:
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Client investment fees by type:      
Sweep money market fees $28,485
 $15,147
 $9,347
Asset management fees 16,831
 15,389
 12,263
Client directed investment fees 10,820
 1,683
 
Total client investment fees $56,136
 $32,219
 $21,610
Revenue from Contracts with Customers"table below.
Lending related fees
Unused commitment fees, minimum finance fees and unused line fees are recognized as earned on a monthly basis. Fees that qualify for syndication treatment are recognized at the completion of the syndicated loan deal for which the fees were received.
Lending related fees are recognized outside of the scope of the new revenue standard as it explicitly excludes noninterest income earned from our lending-related activities. A summary of lending related fees by instrument type for 2017, 20162019, 2018 and 20152017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Lending related fees by instrument type:      
Unused commitment fees $34,829
 $32,452
 $34,110
Other 15,091
 9,497
 9,155
Total lending related fees $49,920
 $41,949
 $43,265
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Lending related fees by instrument type:      
Unused commitment fees $34,110
 $25,654
 $24,025
Other 9,155
 7,741
 8,511
Total lending related fees $43,265
 $33,395
 $32,536

Letters of credit and standby letters of credit fees
Commercial and standby letters of credit represent conditional commitments issued by us on behalf of a client to guarantee the performance of the client to a third party when certain specified future events have occurred. Fees generated from letters of credit and standby letters of credit are deferred as a component of other liabilities and recognized in noninterest income over

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the commitment period using the straight-line method, based on the likelihood that the commitment being drawn down will be remote. Letters of credit and standby letters of credit fees are recognized outside of the scope of the new revenue standard as it explicitly excludes noninterest income earned from our lending related activities.
Investment banking revenue
We earn investment banking revenue from clients for providing services related to securities underwriting, private placements and advisory services on strategic matters such as mergers and acquisitions. Underwriting fees are attributable to public and private offerings of equity and debt securities and are recognized at the point in time when the offering has been deemed to be completed by the lead manager of the underwriting group. Once the offering is completed, the performance obligation has been satisfied; we recognize the applicable management fee as well the underwriting fee, net of consideration payable to customers. Private placement fees are recognized at the point in time when the private placement is completed, which is generally when the client accepts capital from the fund raise. Advisory fees from mergers and acquisitions engagements are generally recognized at the point in time when the related transaction is completed. Expenses are deferred only to the extent they are explicitly reimbursable by the client and the related revenue is recognized at a point in time. All other deal-related expenses are expensed as incurred. We have determined that we act as principal in the majority of these transactions and therefore presents expenses gross within other operating expenses.
A summary of investment banking revenue by instrument type for 2019, 2018 and 2017 is as follows:
   Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Investment banking revenue:      
Underwriting fees $153,306
 $
 $
Advisory fees 37,846
 
 
Private placements and other 4,025
 
 
Total investment banking revenue $195,177
 $
 $

Commissions

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Commissions include commissions received from clients for the execution of agency-based brokerage transactions in listed and over-the-counter equities. The execution of each trade order represents a distinct performance obligation and the transaction price is fixed at the point in time or trade order execution. Trade execution is satisfied at the point in time that the customer has control of the asset and as such, fees are recorded on a trade date basis. Commissions are presented in the "Disaggregation of revenue from contracts with customers"table below.
Other noninterest income
Other noninterest income primarily includes income from fund management fees valuation service-based fee income and other service revenue. Fund management fees are comprised of fees charged directly to our managed funds of funds and direct venture funds. Fund management fees are based upon the contractual terms of the limited partnership agreements and are generally recognized as earned over the specified contract period, which is generally equal to the life of the individual fund. Fund management fees are calculated as a percentage of committed capital and collected in advance and are received quarterly. Fund management fees for certain of our limited partnership agreements are calculated as a percentage of distributions made by the funds and revenue is recorded only at the time of a distribution event. As distribution events are not predetermined for these certain funds, management fees are considered variable and constrained under the new revenue standard.
Other service revenue primarily includes revenue from dividendsconsists of dividend income on FHLB/FRB stock, correspondent bank rebate income, incentive fees related to carried interest, gains or losses on early debt redemption and other fee income. We recognize revenue when our performance obligations are met and record revenues on a daily/monthly basis, quarterly, semi-annually or annual basis. For event driven revenue sources, we recognize revenue when: (i) persuasive evidence of an arrangement exists, (ii) we have performed the service, provided we have no other remaining obligations to the customer, (iii) the fee is fixed or determinable and (iv) collectability is probable.
A summary of other noninterest income by instrument type for 2017, 20162019, 2018 and 20152017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Other noninterest income by instrument type:      
Fund management fees $32,522
 $23,016
 $21,214
Net gains on revaluation of foreign currency instruments, net of foreign exchange forward contracts (1) 345
 666
 1,788
(Losses) gains on extinguishment of debt (8,960) 
 2,731
Other service revenue 31,463
 28,176
 33,377
Total other noninterest income $55,370
 $51,858
 $59,110


(1)Represents the net revaluation of client and internal foreign currency denominated financial instruments. We enter into foreign exchange forward contracts to economically reduce our foreign exchange exposure related to client and internal foreign currency denominated financial instruments.


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Disaggregation of Revenue from Contracts with Customers
The following tables present our revenues from contracts with customers disaggregated by revenue source and segment for the years ended December 31, 2019 and 2018:
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Fund management fees $21,214
 $19,195
 $15,941
Valuation fee income 3,860
 7,962
 8,767
Gains on revaluation of client foreign currency instruments, net (1) 10,882
 4,215
 115
(Losses) gains on client foreign exchange forward contracts, net (1) (9,969) (5,674) 694
Gains (losses) on revaluation of internal foreign currency instruments, net (2) 33,161
 (16,676) (12,735)
(Losses) gains on internal foreign exchange forward contracts, net (2) (32,286) 16,136
 12,377
Other service revenue 32,248
 25,592
 21,845
Total other noninterest income $59,110
 $50,750
 $47,004

(Dollars in thousands)
 
Global
Commercial
Bank (2)
 
SVB Private  
Bank
 SVB Capital (2) SVB Leerink (2) Other Income Total      
Revenue from contracts with customers:            
Client investment fees $180,152
 $1,916
 $
 $
 $
 $182,068
Spot contract commissions 144,930
 510
 
 
 475
 145,915
Card interchange fees, gross 154,197
 
 
 
 756
 154,953
Merchant service fees 18,355
 
 
 
 
 18,355
Deposit service charges 88,136
 137
 
 
 927
 89,200
Investment banking revenue 
 
 
 195,177
 
 195,177
Commissions 
 
 
 56,346
 
 56,346
Fund management fees 
 
 26,850
 5,672
 
 32,522
Correspondent bank rebates 6,415
 
 
 
 
 6,415
Total revenue from contracts with customers $592,185
 $2,563
 $26,850
 $257,195
 $2,158
 $880,951
Revenues outside the scope of ASC 606 (1) 45,737
 803
 95,544
 7,321
 191,123
 340,528
Total noninterest income $637,922
 $3,366
 $122,394
 $264,516
 $193,281
 $1,221,479
 
(1)Represents the net revaluation of client foreign currency denominated financial instruments. We enter into client foreign exchange forward contracts to economically reduce our foreign exchange exposure related to client foreign currency denominated financial instruments.Amounts are accounted for under separate guidance than ASC 606.
(2)Represents theGlobal Commercial Bank’s, SVB Capital’s and SVB Leerink's components of noninterest income are shown net revaluation of foreign currency denominated financial instruments issued and held by us, primarily loans, deposits and cash. We enter into internal foreign exchange forward contracts to economically reduce our foreign exchange exposure related to these foreign currency denominated financial instruments issued and held by us.noncontrolling interests. Noncontrolling interest is included within “Other Items."
15.Other Noninterest Expense
A summary of other noninterest expense for 2017, 2016 and 2015 is as follows:

(Dollars in thousands)
 
Global
Commercial
Bank (2)
 
SVB Private  
Bank
 SVB Capital (2) Other Income Total      
Revenue from contracts with customers:          
Client investment fees (3) $128,834
 $1,526
 $
 $
 $130,360
Spot contract commissions 126,445
 691
 
 323
 127,459
Card interchange fees, gross 134,074
 
 
 428
 134,502
Merchant service fees 14,415
 4
 
 1
 14,420
Deposit service charges 74,348
 108
 
 1,641
 76,097
Fund management fees 
 
 23,016
 
 23,016
Correspondent bank rebates 5,802
 
 
 
 5,802
Total revenue from contracts with customers $483,918
 $2,329
 $23,016
 $2,393
 $511,656
Revenues outside the scope of ASC 606 (1) 36,384
 (48) 78,165
 118,827
 233,328
Total noninterest income $520,302
 $2,281
 $101,181
 $121,220
 $744,984
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Lending and other client related processing costs $23,768
 $19,867
 $15,944
Telephone 10,647
 9,793
 9,398
Data processing services 10,251
 9,014
 7,316
Dues and publications 3,263
 2,828
 2,476
Postage and supplies 2,797
 2,851
 3,154
Other 21,419
 17,890
 19,999
Total other noninterest expense $72,145
 $62,243
 $58,287
(1)Amounts are accounted for under separate guidance than ASC 606.
(2)Global Commercial Bank’s and SVB Capital’s components of noninterest income are shown net of noncontrolling interests. Noncontrolling interest is included within “Other Items."
(3)For the year ended December 31, 2018, the amount of client investment fees previously reported as "Other Items" has been correctly allocated to the reportable segment "Global Commercial Bank" to properly reflect the source of such revenue. The correction of this immaterial error had no impact on the "Total" amount of client investment fees.


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18. Other Noninterest Expense
A summary of other noninterest expense for 2019, 2018 and 2017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Lending and other client related processing costs $28,491
 $24,237
 $23,768
Correspondent bank fees 14,503
 13,713
 12,976
Investment banking activities 13,733
 
 
Trade order execution costs 10,813
 
 
Data processing services 12,536
 10,811
 10,251
Telephone 9,861
 9,404
 10,647
Dues and publications 4,603
 4,605
 3,263
Postage and supplies 3,198
 2,799
 2,797
Other 54,841
 21,682
 21,419
Total other noninterest expense $152,579
 $87,251
 $85,121

16.19.
Income Taxes
We are subject to income tax in the U.S. federal jurisdiction and various state and foreign jurisdictions and have identified our federal and California tax returns as major tax filings. Our U.S. federal tax returns for 2014 and subsequent years remain open to full examination. Our California tax returns for 2012 and subsequent tax years remain open to full examination.
jurisdictions. The components of our provision for income taxes for 20172019, 20162018 and 20152017 were as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Current provision:      
Federal $296,400
 $249,358
 $263,231
State 132,357
 123,264
 67,046
Deferred (benefit) expense:      
Federal (1,530) (11,777) 24,654
State (1,542) (9,284) 532
Income tax expense $425,685
 $351,561
 $355,463

  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Current provision:      
Federal $263,231
 $195,249
 $191,194
State 67,046
 59,319
 50,815
Deferred expense (benefit):      
Federal 24,654
 (3,560) (11,270)
State 532
 (675) (1,985)
Income tax expense $355,463
 $250,333
 $228,754
Our effective tax rate is calculated by dividing income tax expense by the sum of income before income tax expense and the net income attributable to noncontrolling interests. The reconciliation between the federal statutory income tax rate and our effective income tax rate for 20172019, 20162018 and 20152017, is as follows:

  December 31,
(Dollars in thousands) 2017 2016 2015
Federal statutory income tax rate 35.0 % 35.0 % 35.0 %
State income taxes, net of the federal tax effect 5.8
 5.9
 5.7
Net deferred tax assets revaluation (TCJ Act) 4.3
 
 
Meals and entertainment 0.3
 0.4
 0.3
Disallowed officer's compensation 0.1
 0.1
 0.3
Share-based compensation expense on incentive stock options and ESPP (2.1) 
 
Qualified affordable housing project tax credits (0.4) (0.5) (0.5)
Tax-exempt interest income (0.3) (0.2) (0.2)
Valuation allowance benefit 
 (0.3) (0.4)
Other, net (0.7) (0.9) (0.3)
Effective income tax rate 42.0 % 39.5 % 39.9 %

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  December 31,
(Dollars in thousands) 2019 2018 2017
Federal statutory income tax rate 21.0 % 21.0 % 35.0 %
State income taxes, net of the federal tax effect 7.0
 7.2
 5.8
Net deferred tax assets revaluation (TCJ Act) 
 
 4.3
Meals and entertainment 0.4
 0.3
 0.3
Disallowed officers' compensation 0.2
 0.2
 0.1
FDIC premiums 0.2
 0.5
 
Share-based compensation expense on incentive stock options and ESPP (0.6) (1.4) (2.1)
Qualified affordable housing project tax credits (0.3) (0.3) (0.4)
Tax-exempt interest income (0.6) (0.6) (0.3)
Other, net (0.1) (0.4) (0.7)
Effective income tax rate 27.2 % 26.5 % 42.0 %

Deferred tax assets and liabilities at December 31, 20172019 and 20162018, consisted of the following:
  December 31,
(Dollars in thousands) 2019 2018
Deferred tax assets:    
Allowance for loan losses $103,267
 $93,580
Net unrealized losses on AFS debt securities 
 19,704
Share-based compensation expense 14,233
 10,642
State income taxes 16,097
 13,854
Accrued compensation 22,578
 8,291
Deferred rent 
 7,940
Lease liability 60,635
 
Other accruals 12,383
 7,061
Net operating loss 6,386
 2,447
Goodwill and intangibles 3,141
 
Other 7,923
 11,339
Deferred tax assets 246,643
 174,858
Valuation allowance (5,919) (2,107)
Net deferred tax assets after valuation allowance 240,724
 172,751
     
Deferred tax liabilities:    
Derivative equity warrant assets (45,533) (32,861)
Change in accounting method (section 481(a)) (1,841) (8,034)
Net unrealized gains on AFS debt securities (33,480) 
Non-marketable and other equity securities (54,239) (45,759)
Premises and equipment and other intangibles (16,459) (10,284)
Right-of-use asset and deferred rent assets (50,493) 
Other (10,246) (10,380)
Deferred tax liabilities (212,291) (107,318)
Net deferred tax assets $28,433
 $65,433


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  December 31,
(Dollars in thousands) 2017 2016
Deferred tax assets:    
Allowance for loan losses $84,812
 $110,248
Net unrealized losses on AFS debt securities 12,404
 
Share-based compensation expense 9,418
 15,498
State income taxes 9,186
 12,682
Accrued compensation 8,336
 6,799
Deferred rent 8,169
 10,050
Other accruals 7,165
 20,502
Net operating loss 2,300
 4,116
Loan fee income and costs 1,189
 8,266
Other 3,639
 2,168
Deferred tax assets 146,618
 190,329
Valuation allowance (2,624) (4,440)
Net deferred tax assets after valuation allowance 143,994
 185,889
     
Deferred tax liabilities:    
Derivative equity warrant assets (29,127) (36,406)
Change in accounting method (section 481(a)) (15,953) (35,262)
Net unrealized gains on AFS equity securities (11,145) 
Non-marketable and other securities (10,724) (6,075)
Premises and equipment and other intangibles (9,223) (11,956)
Net unrealized gains on AFS debt securities 
 (17,970)
Other (3,977) (6,380)
Deferred tax liabilities (80,149) (114,049)
Net deferred tax assets $63,845
 $71,840

At December 31, 2017 we revalued our net deferred tax assets based on the lower corporate tax rate associated with the TCJ Act enacted into law on December 22, 2017. The TCJ Act resulted in increases to income tax expense of $33.8 million related to the revaluation of our deferred tax assets, incorporating the new federal tax rate related to the TCJ Act.Net Deferred Tax Assets
At December 31, 2017 and 2016,U.S. federal net operating loss carryforwards totaled $3$2.2 million for both December 31, 2019 and $4 million, respectively.2018. Our foreign net operating loss carryforwards totaled $11$20.8 million and $16$7.6 million at December 31, 20172019 and 2016,2018, respectively. These net operating loss carryforwards expire at various dates beginning in 2022.
Currently, we believe that it is more likely than not that the benefit from thesethe foreign net operating loss carryforwards, which are associated with our former eProsper business unit, part of SVB Analytics,Germany and our UKCanada operations, will not be realized in the near term due to uncertainties in the timing of future profitability in those businesses.the course of business. In recognition of this, our valuation allowance is $3$5.9 million on the deferred tax assets related to theseour German and Canadian net operating loss carryforwards and research and development credits atas of December 31, 2017. 2019.We believe it is more likely than not that the remaining deferred tax assets will be realized through recovery of taxes previously paid and/or future taxable income. Therefore, no valuation allowance was provided for the remaining deferred tax assets.
We are subject to income tax in the U.S. federal jurisdiction and various state and foreign jurisdictions and have identified our federal and California tax returns as major tax filings. Our U.S. federal tax returns for 2016 and subsequent years remain open to full examination. Our California tax returns for 2015 and subsequent tax years remain open to full examination.
At December 31, 2017,2019, our unrecognized tax benefit was $12$12.6 million, the recognition of which would reduce our income tax expense by $9$9.9 million. We do not expect that our unrecognized tax benefit will materially change in the next 12 months.

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We recognize interest and penalties related to income tax matters as part of income before income taxes. Interest and penalties were not material for the years ended December 31, 2017, 20162019, 2018 and 2015.2017.
A summary of changes in our unrecognized tax benefit (including interest and penalties) for December 31, 2017, 20162019, 2018 and 20152017 is as follows:
(Dollars in thousands) Reconciliation of Unrecognized Tax Benefit Interest and Penalties Total
Balance at December 31, 2016 $5,269
 $442
 $5,711
Additions for tax positions for current year 3,141
 
 3,141
Additions for tax positions for prior years 3,378
 754
 4,132
Reduction for tax positions for prior years (223) (1) (224)
Lapse of the applicable statute of limitations (60) (17) (77)
Balance at December 31, 2017 $11,505
 $1,178
 $12,683
Additions for tax positions for current year 4,171
 
 4,171
Additions for tax positions for prior years 631
 823
 1,454
Reduction for tax positions for prior years (1,865) (243) (2,108)
Lapse of the applicable statute of limitations (435) (86) (521)
Reduction as a result of settlement (1,318) (222) (1,540)
Balance at December 31, 2018 $12,689
 $1,450
 $14,139
Additions for tax positions for current year 3,712
 
 3,712
Additions for tax positions for prior years 63
 826
 889
Reduction for tax positions for prior years (884) (524) (1,408)
Lapse of the applicable statute of limitations (1,826) (569) (2,395)
Reduction as a result of settlement (1,142) $(17) $(1,159)
Balance at December 31, 2019 $12,612
 $1,166
 $13,778
(Dollars in thousands) Reconciliation of Unrecognized Tax Benefit Interest & Penalties Total
Balance at December 31, 2014 $3,397
 $100
 $3,497
Additions for tax positions for current year 1,208
 
 1,208
Additions for tax positions for prior years 
 228
 228
Reduction for tax positions for prior years (1,228) (22) (1,250)
Lapse of the applicable statute of limitations (20) (5) (25)
Balance at December 31, 2015 $3,357
 $301
 $3,658
Additions for tax positions for current year 793
 
 793
Additions for tax positions for prior years 1,427
 166
 1,593
Reduction for tax positions for prior years (271) (16) (287)
Lapse of the applicable statute of limitations (37) (9) (46)
Balance at December 31, 2016 $5,269
 $442
 $5,711
Additions for tax positions for current year 3,141
 
 3,141
Additions for tax positions for prior years 3,378
 754
 4,132
Reduction for tax positions for prior years (223) (1) (224)
Lapse of the applicable statute of limitations (60) (17) (77)
Balance at December 31, 2017 $11,505
 $1,178
 $12,683

17.20.
Employee Compensation and Benefit Plans
Our employee compensation and benefit plans include: (i) Incentive Compensation Plan; (ii) Direct Drive Incentive Compensation Plan; (iii) Retention Program; (iv) Warrant Incentive Plan; (v) Deferred Compensation Plan; (vi) 401(k) and ESOP; (vii) SVB Leerink Incentive Compensation Plan; (viii) SVB Leerink Retention Award; (ix) EHOP; (viii)(x) 2006 Incentive Plan; and (ix)(xi) ESPP.

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The 2006 Incentive Plan and the ESPP are described in Note 4—5—“Share-Based Compensation” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.

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A summary of expenses incurred under certain employee compensation and benefit plans for 20172019, 20162018 and 20152017 is as follows:
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Incentive Compensation Plan $143,888
 $160,293
 $125,584
Direct Drive Incentive Compensation Plan 37,315
 40,578
 18,721
Retention Program 2,438
 1,438
 1,317
Warrant Incentive Plan 14,881
 9,112
 15,386
Deferred Compensation Plan 
 
 203
SVBFG 401(k) Plan 25,687
 21,323
 17,860
SVBFG ESOP 4,197
 6,435
 4,719
SVB Leerink Incentive Compensation Plan 106,871
 
 
SVB Leerink Retention Award 12,015
 
 
  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Incentive Compensation Plan $125,584
 $96,892
 $97,565
Direct Drive Incentive Compensation Plan 18,721
 21,174
 21,930
Retention Program 1,317
 1,475
 1,996
Warrant Incentive Plan 15,386
 4,954
 9,110
Deferred Compensation Plan 203
 1,318
 2,404
SVBFG 401(k) Plan 17,860
 16,078
 13,809
SVBFG ESOP 4,719
 3,159
 8,585

Incentive Compensation Plan
Our Incentive Compensation Plan (“ICP”) is an annual cash incentive plan that rewards performance based on our financial results and other performance criteria. Awards are made based on company performance, the employee's target bonus level and management's assessment of individual employee performance.
Direct Drive Incentive Compensation Plan
The Direct Drive Incentive Compensation Plan (“Direct Drive”) is an annual sales cash incentive program. Awards are based on sales teams' performance as to predetermined financial targets and other company/individual performance criteria. Actual awards for each sales team member under Direct Drive are based on: (i) the actual results and financial performance with respect to the incentive gross profit targets; (ii) the sales team payout targets; and (iii) the sales team member's sales position and team payout allocation.
Retention Program
The Retention Program (“RP”) is a long-term incentive plan that allows designated employees to share directly in our investment success. Plan participants were granted an interest in the distributions of gains from certain designated investments made by us during the applicable year. Specifically, participants share in: (i) returns from designated investments made by us, including investments in certain venture capital and private equity funds, debt funds and direct equity investments in companies; (ii) net income realized from the exercise of, and the subsequent sale of shares obtained through the exercise of, warrants held by us; and (iii) other designated amounts as determined by us. Since 2009, no new participants have been added and no new investments have been designated to the plan.
Warrant Incentive Plan
The Warrant Incentive Plan provides individual and team awards to those employees who negotiate warrants on our behalf. Designated participants, as determined by the Company, share in the cash proceeds received by the Company from the exercise of equity warrant assets.
Deferred Compensation Plan
Under the Deferred Compensation Plan (the “DC Plan”), eligible employees may elect to defer up to 50 percent of their base salary and/or up to 100 percent of any eligible bonus payment to which they are entitled, for a period of 12 consecutive months, beginning January 1st and ending December 31st.earned during the plan year. Any amounts deferred under the DC Plan will be invested and administered by us (or such person we designate). We generally do not match employee deferrals to the DC Plan. From time to time, we may also offer deferred special retention incentives and employer contributions under this plan to key plan participants. The deferred incentives are eligible for investment in the DC Plan during the retention qualifying period.


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this plan to key plan participants. The deferred incentives and employer contributions are eligible for investment in the DC Plan during the retention qualifying period or vesting period.
Voluntary deferrals under the DC Plan were $6.9 million in 2019 and $5.5 million $4.4 millionin both 2018 and $3.7 million in 2017, 2016 and 2015, respectively.2017. The DC Plan overall, had investment gains of $6.9 million, losses of $1.7 million and gains of $4.7 million in 2019, 2018 and $2.4 million in 2017, and 2016, respectively, and losses of $0.1 million in 2015.respectively.
401(k) and ESOP
The 401(k) Plan and ESOP, collectively referred to as the “Plan”, is a combined 401(k) tax-deferred savings plan and employee stock ownership plan in which all regular U.S. employees are eligible to participate.
Employees participating in the 401(k) Plan are allowed to contribute up to 75 percent of their pre-tax pay as defined in the Plan, up to the maximum annual amount allowable under federal income tax regulations of $19,000 for 2019, $18,500 for 2018 and $18,000 for the years 2017, 2016 and 2015.2017. We match the employee's contributions dollar-for-dollar, up to five5 percent of the employee's pre-tax pay as defined in the Plan. Our matching contributions vest immediately. The amount of salary deferred, up to the allowed maximum, is not subject to federal or state income taxes at the time of deferral.
Discretionary ESOP contributions, based on our company performance, are made by us to all eligible individuals employed by us on the last day of the fiscal year. We may elect to contribute cash or our common stock (or a combination of cash and stock), in an amount not exceeding ten10 percent of the employee's eligible pay earned in the fiscal year. The ESOP contributions vest in equal annual increments over a participant's first five years of service (thereafter, all subsequent ESOP contributions are fully vested).
SVB Leerink Incentive Compensation Plan
Our SVB Leerink Incentive Compensation Plan is an annual cash incentive plan that rewards performance of SVB Leerink employees based on SVB Leerink's financial results. This plan requires employees who exceed certain compensation levels to defer a portion of their compensation, of which, 25% will be settled in the form of restricted stock awards and 75% will be settled in the form of cash. The deferred compensation vests over a period of up to five years.
SVB Leerink Retention Award
The SVB Leerink Retention Award is an incentive award that granted designated SVB Leerink employees restricted stock awards and cash after the close of the acquisition of SVB Leerink in January 2019. The aggregate amount of the awards was $60 million, of which 50% will be settled in the form of cash and 50% in the form of restricted stock awards. The awards vest in equal annual increments over five years.
EHOP Program
The EHOP is a benefit plan that provides for the issuance of mortgage loans at favorablediscounted interest rates to eligible employees. Eligible employees may apply for either an adjustable rate mortgage (ARM) or a fixed-rate mortgagefixed rate loan for their primary residence,residence. The ARM is a 30 year loan and has an initial fixed interest rate for five, seven or ten years after which a floating rate will be set annually. The fixed rate loan program offers a 15 or 30 years loan and the interest rate is due and payable in either five or seven years and is based on amortization over a 30 year period.fixed for the life of the loan. Applicants must qualify for a loan through the normal mortgage review and approval process, which is typical of industry standards. The maximum loan amount generally cannot be greater than 8085 percent of the lesser of the purchase price or the appraised value. The interest rate on the fixed-rate loan is written at a discount to SVB Private Bank client mortgage rates and determined at SVB's discretion. Floating rates applied at the then market rate for five year (5/1) or seven year (7/1) mortgage loans as determined by us. However, provided that the applicant continues to meet all the eligibility requirements, including employment, the actual rate charged to the borrower shall be up to two percent below the market rate. The loan rate shall not be less than the greater of either the jumbo conforming market rate (corresponding to the maturityend of the loan) or the monthly Applicable Federal Rate for medium-term loans as published by the Internal Revenue Service. The loan ratefixed-rate period will be fixedreset annually at the time of approval12 month LIBOR plus two and locked in for 30 days.one quarter percent. For additional details, see Note 9—10—“Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
18.21.
Related Parties
We have no material related party transactions requiring disclosure. In the ordinary course of business, the Bank may extend credit to related parties, including executive officers, directors, principal shareholders and their related interests. Additionally, we also provide real estate secured loans to eligible employees through our EHOP. For additional details, see Note 17—20—“Employee Compensation and Benefit Plans” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.


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19.22.
Off-Balance Sheet Arrangements, Guarantees and Other Commitments
Operating Leases
We are obligated underIn the normal course of business, we use financial instruments with off-balance sheet risk to meet the financing needs of our customers. These financial instruments include commitments to extend credit, commercial and standby letters of credit and commitments to invest in venture capital and private equity fund investments. These instruments involve, to varying degrees, elements of credit risk. Credit risk is defined as the possibility of sustaining a number of noncancelable operating leases for premises and equipment that expire at various dates, through 2030, andloss because other parties to the financial instrument fail to perform in most instances, include options to renew or extend at market rates and terms. Such leases may provide for periodic adjustments of rentals duringaccordance with the termterms of the lease based on changes in various economic indicators. The following table presents minimum future payments under noncancelable operating leases as of December 31, 2017:contract.
Year ended December 31,
(Dollars in thousands)
 Amount
2018 $35,627
2019 35,545
2020 32,117
2021 31,451
2022 27,501
2023 and thereafter 64,234
Net minimum operating lease payments $226,475
Rent expense for premises and equipment leased under operating leases totaled $31.3 million, $24.8 million and $21.9 million in 2017, 2016 and 2015, respectively.
Commitments to Extend Credit
A commitment to extend credit is a formal agreement to lend funds to a client as long as there is no violation of any condition established in the agreement. Such commitments generally have fixed expiration dates, or other termination clauses, and usually require a fee paid by the client upon us issuing the commitment. The following table summarizes information related to our commitments to extend credit at December 31, 20172019 and 20162018, respectively:
 December 31, December 31,
(Dollars in thousands) 2017 2016 2019 2018
Loan commitments available for funding: (1)        
Fixed interest rate commitments $1,478,157
 $1,475,179
 $2,434,042
 $1,839,190
Variable interest rate commitments 14,034,169
 13,572,161
 19,309,317
 14,821,815
Total loan commitments available for funding 15,512,326
 15,047,340
 21,743,359
 16,661,005
Commercial and standby letters of credit (2) 1,950,211
 1,695,856
 2,778,561
 2,252,016
Total unfunded credit commitments $17,462,537
 $16,743,196
 $24,521,920
 $18,913,021
Commitments unavailable for funding (3) $2,117,057
 $1,719,524
 $3,051,075
 $2,723,835
Allowance for unfunded credit commitments (4) 51,770
 45,265
 67,656
 55,183
 
(1)Represents commitments which are available for funding, due to clients meeting all collateral, compliance and financial covenants required under loan commitment agreements.
(2)See below for additional information on our commercial and standby letters of credit.
(3)Represents commitments which are currently unavailable for funding due to clients failing to meet all collateral, compliance and financial covenants under loan commitment agreements.
(4)Our allowance for unfunded credit commitments includes an allowance for both our unfunded loan commitments and our letters of credit.
Our potential exposure to credit loss for commitments to extend credit, in the event of nonperformance by the other party to the financial instrument, is the contractual amount of the available unused loan commitment. We use the same credit approval and monitoring process in extending credit commitments as we do in making loans. The actual liquidity needs and the credit risk that we have experienced have historically been lower than the contractual amount of commitments to extend credit because

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a significant portion of these commitments expire without being drawn upon. We evaluate each potential borrower and the necessary collateral on an individual basis. The type of collateral varies, but may include real property, intellectual property, bank deposits or business and personal assets. The credit risk associated with these commitments is considered in the allowance for unfunded credit commitments.
Commercial and Standby Letters of Credit
Commercial and standby letters of credit represent conditional commitments issued by us on behalf of a client to guarantee the performance of the client to a third party when certain specified future events have occurred. Commercial letters of credit are issued primarily for inventory purchases by a client and are typically short-term in nature. We provide two types of standby letters of credit: performance and financial standby letters of credit. Performance standby letters of credit are issued to guarantee the performance of a client to a third party when certain specified future events have occurred and are primarily used to support performance instruments such as bid bonds, performance bonds, lease obligations, repayment of loans and past due notices. Financial standby letters of credit are conditional commitments issued by us to guarantee the payment by a client to a third party (beneficiary) and are primarily used to support many types of domestic and international payments. These standby letters of credit have fixed expiration dates and generally require a fee to be paid by the client at the time we issue the commitment.

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The credit risk involved in issuing letters of credit is essentially the same as that involved with extending credit commitments to clients, and accordingly, we use a credit evaluation process and collateral requirements similar to those for credit commitments. Our standby letters of credit often are cash secured by our clients. The actual liquidity needs and the credit risk that we have experienced historically have been lower than the contractual amount of letters of credit issued because a significant portion of these conditional commitments expire without being drawn upon.
The table below summarizes our commercial and standby letters of credit at December 31, 20172019. The maximum potential amount of future payments represents the amount that could be remitted under letters of credit if there were a total default by the guaranteed parties, without consideration of possible recoveries under recourse provisions or from the collateral held or pledged.
(Dollars in thousands) Expires In One Year or Less Expires After One Year Total Amount Outstanding Maximum Amount of Future Payments
Financial standby letters of credit $2,566,623
 $79,207
 $2,645,830
 $2,645,830
Performance standby letters of credit 105,993
 19,618
 125,611
 125,611
Commercial letters of credit 7,120
 
 7,120
 7,120
Total $2,679,736
 $98,825
 $2,778,561
 $2,778,561

(Dollars in thousands) Expires In One Year or Less Expires After One Year Total Amount Outstanding Maximum Amount of Future Payments
Financial standby letters of credit $1,765,857
 $60,819
 $1,826,676
 $1,826,676
Performance standby letters of credit 94,519
 11,105
 105,624
 105,624
Commercial letters of credit 17,911
 
 17,911
 17,911
Total $1,878,287
 $71,924
 $1,950,211
 $1,950,211
Deferred fees related to financial and performance standby letters of credit were $12 million at December 31, 2017 and $10$17.2 million at December 31, 2016.2019 and $14.1 million at December 31, 2018. At December 31, 2017,2019, collateral in the form of cash of $961 million$1.6 billion was available to us to reimburse losses, if any, under financial and performance standby letters of credit.

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Commitments to Invest in Venture Capital and Private Equity Funds
We make commitments to invest in venture capital and private equity funds, which generally makes investments in privately-held companies. Commitments to invest in these funds are generally made for a 10-year10-year period from the inception of the fund. Although the limited partnership agreements governing these investments typically do not restrict the general partners from calling 100% of committed capital in one year, it is customary for these funds to call most of the capital commitments over 5 to 7 years, and in certain cases, the funds may not call 100% of committed capital. The actual timing of future cash requirements to fund these commitments is generally dependent upon the investment cycle, overall market conditions, and the nature and type of industry in which the privately held companies operate. The following table details our total capital commitments, unfunded capital commitments, and our ownership percentage in each fund at December 31, 20172019:

(Dollars in thousands)
 SVBFG Capital Commitments     
SVBFG Unfunded 
Commitments
 
SVBFG Ownership 
of each Fund (3)
 SVBFG Capital Commitments     
SVBFG Unfunded 
Commitments
 
SVBFG Ownership 
of each Fund (3)
CP I, LP $6,000
 $270
 10.7% $6,000
 $270
 10.7%
CP II, LP (1) 1,200
 162
 5.1
 1,200
 162
 5.1
Shanghai Yangpu Venture Capital Fund (LP) 891
 
 6.8
Capital Preferred Return Fund, LP 12,688
 
 20.0
Growth Partners, LP 24,670
 1,340
 33.0
Strategic Investors Fund, LP 15,300
 688
 12.6
 15,300
 688
 12.6
Strategic Investors Fund II, LP 15,000
 1,050
 8.6
 15,000
 1,050
 8.6
Strategic Investors Fund III, LP 15,000
 1,275
 5.9
 15,000
 1,275
 5.9
Strategic Investors Fund IV, LP 12,239
 2,325
 5.0
 12,239
 2,325
 5.0
Strategic Investors Fund V funds 515
 131
 Various
 515
 131
 Various
Capital Preferred Return Fund, LP 12,688
 
 20.0
Growth Partners, LP 24,670
 1,340
 33.0
Other venture capital and private equity fund investments (equity method accounting) 21,801
 5,732
 Various
Debt funds (equity method accounting) 58,493
 
 Various
 58,493
 
 Various
Other fund investments (2) 302,659
 8,901
 Various
 284,758
 6,119
 Various
Total $464,655
 $16,142
   $467,664
 $19,092
  
 
(1)
Our ownership includes direct ownership of 1.3 percent and indirect ownership of 3.8 percent through our investment in Strategic Investors Fund II, LP.

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(2)
Represents commitments to 241211 funds (primarily venture capital funds) where our ownership interest is generally less than five5 percent of the voting interests of each such fund.
(3)We are subject to the Volcker Rule which restricts or limits us from sponsoring or having ownership interests in “covered” funds including venture capital and private equity funds. See “Business - Supervision and Regulation” under Part I, Item 1 of this report.


The following table details the amounts of remaining unfunded commitments to venture capital and private equity funds by our consolidated managed funds of funds (including our interest and the noncontrolling interests) at December 31, 20172019:

(Dollars in thousands)
 Unfunded Commitments    
Strategic Investors Fund, LP $1,338
Capital Preferred Return Fund, LP 1,540
Growth Partners, LP 2,468
Total $5,346


(Dollars in thousands)
 Unfunded Commitments    
Strategic Investors Fund, LP $1,338
Capital Preferred Return Fund, LP 1,952
Growth Partners, LP 2,552
Total $5,842


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20.23.
Fair Value of Financial Instruments
Fair Value Measurements
Our available-for-sale securities, derivative instruments and certain non-marketable and other equity securities are financial instruments recorded at fair value on a recurring basis. We make estimates regarding valuation of assets and liabilities measured at fair value in preparing our consolidated financial statements. We disclose our method and approach for fair value measurements of assets and liabilities in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
The following fair value hierarchy table presents information about our assets and liabilities that are measured at fair value on a recurring basis as of December 31, 20172019:
(Dollars in thousands) 

Level 1
 

Level 2
 

Level 3
 Balance at December 31, 2017 

Level 1
 

Level 2
 

Level 3
 Balance at December 31, 2019
Assets                
Available-for-sale securities:                
U.S. Treasury securities $6,840,502
 $
 $
 $6,840,502
 $6,894,010
 $
 $
 $6,894,010
U.S. agency debentures 
 1,567,128
 
 1,567,128
 
 99,547
 
 99,547
Foreign government debt securities 9,038
 
 
 9,038
Residential mortgage-backed securities:                
Agency-issued collateralized mortgage obligations -
fixed rate
 
 2,267,035
 
 2,267,035
Agency-issued collateralized mortgage obligations -
variable rate
 
 373,730
 
 373,730
Equity securities 158
 72,111
 
 72,269
Agency-issued mortgage-backed securities 
 4,148,791
 
 4,148,791
Agency-issued collateralized mortgage obligations— fixed rate
 
 1,538,343
 
 1,538,343
Agency-issued commercial mortgage-backed securities 
 1,325,190
 
 1,325,190
Total available-for-sale securities 6,840,660
 4,280,004
 
 11,120,664
 6,903,048
 7,111,871
 
 14,014,919
Non-marketable and other securities (fair value accounting):        
Non-marketable and other equity securities (fair value accounting):        
Non-marketable securities:                
Venture capital and private equity fund investments
measured at net asset value
 
 
 
 127,192
 
 
 
 265,263
Other venture capital investments (1) 
 
 919
 919
Other securities (1) 310
 
 
 310
Total non-marketable and other securities (fair value
accounting)
 310
 
 919
 128,421
Venture capital and private equity fund investments not measured at net asset value (1) 
 
 134
 134
Other equity securities in public companies 17,290
 41,910
 
 59,200
Total non-marketable and other equity securities (fair value
accounting)
 17,290
 41,910
 134
 324,597
Other assets:                
Foreign exchange forward and option contracts 
 96,636
 
 96,636
 
 115,854
 
 115,854
Equity warrant assets 
 2,432
 121,331
 123,763
 
 4,435
 161,038
 165,473
Interest rate swaps 
 22,676
 
 22,676
Client interest rate derivatives 
 11,753
 
 11,753
 
 28,811
 
 28,811
Total assets $6,840,970
 $4,390,825
 $122,250
 $11,481,237
 $6,920,338
 $7,325,557
 $161,172
 $14,672,330
Liabilities                
Foreign exchange forward and option contracts $
 $96,641
 $
 $96,641
 $
 $98,207
 $
 $98,207
Interest rate swaps 
 25,623
 
 25,623
Client interest rate derivatives 
 11,940
 
 11,940
 
 14,154
 
 14,154
Total liabilities $
 $108,581
 $
 $108,581
 $
 $137,984
 $
 $137,984
 
(1)
Included in Level 1 and Level 3 assets are $0.2 million and $0.8 million, respectively, attributable to noncontrolling interests calculated based on the ownership percentages of the noncontrolling interests.


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(1)
Included in Level 3 assets is $120 thousand attributable to noncontrolling interests calculated based on the ownership percentages of the noncontrolling interests.
The following fair value hierarchy table presents information about our assets and liabilities that are measured at fair value on a recurring basis as of December 31, 20162018:
(Dollars in thousands) Level 1 Level 2 Level 3 Balance at December 31, 2016 Level 1 Level 2 Level 3 Balance at December 31, 2018
Assets                
Available-for-sale securities:                
U.S. Treasury securities $8,909,491
 $
 $
 $8,909,491
 $4,738,258
 $
 $
 $4,738,258
U.S. agency debentures 
 2,078,375
 
 2,078,375
 
 1,084,117
 
 1,084,117
Foreign government debt securities 5,812
 
 
 5,812
Residential mortgage-backed securities:       
       
Agency-issued collateralized mortgage obligations -
fixed rate
 
 1,152,665
 
 1,152,665
Agency-issued collateralized mortgage obligations -
variable rate
 
 474,283
 
 474,283
Equity securities 175
 5,422
 
 5,597
Agency-issued collateralized mortgage obligations— fixed rate 
 1,880,218
 
 1,880,218
Agency-issued collateralized mortgage obligations— variable rate 
 81,638
 
 81,638
Total available-for-sale securities 8,909,666
 3,710,745
 
 12,620,411
 4,744,070
 3,045,973
 
 7,790,043
Non-marketable and other securities (fair value accounting):        
Non-marketable and other equity securities (fair value accounting):        
Non-marketable securities:                
Venture capital and private equity fund investments
measured at net asset value
 
 
 
 141,649
 
 
 
 318,352
Other venture capital investments (1) 
 
 2,040
 2,040
Other securities (1) 753
 
 
 753
Total non-marketable and other securities (fair value
accounting)
 753
 
 2,040
 144,442
Venture capital and private equity fund investments not measured at net asset value (1) 
 
 1,079
 1,079
Other equity securities in public companies (1) 1,181
 19,217
 
 20,398
Total non-marketable and other equity securities (fair value
accounting)
 1,181
 19,217
 1,079
 339,829
Other assets:                
Interest rate swaps 
 810
 
 810
Foreign exchange forward and option contracts 
 68,027
 
 68,027
 
 100,402
 
 100,402
Equity warrant assets 
 2,310
 128,813
 131,123
 
 4,039
 145,199
 149,238
Client interest rate derivatives 
 10,110
 
 10,110
 
 8,499
 
 8,499
Total assets $8,910,419
 $3,792,002
 $130,853

$12,974,923
 $4,745,251
 $3,178,130
 $146,278

$8,388,011
Liabilities                
Foreign exchange forward and option contracts $
 $54,668
 $
 $54,668
 $
 $88,559
 $
 $88,559
Client interest rate derivatives 
 9,770
 
 9,770
 
 9,491
 
 9,491
Total liabilities $
 $64,438
 $
 $64,438
 $
 $98,050
 $
 $98,050
 
(1)
Included in Level 1 and Level 3 assets are is $0.6 million and $1.8 million, respectively,964 thousand attributable to noncontrolling interests calculated based on the ownership percentages of the noncontrolling interests.




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The following table presents additional information about Level 3 assets measured at fair value on a recurring basis for 20172019, 20162018 and 20152017, respectively:
(Dollars in thousands) 
Beginning
Balance
 Total Realized and Unrealized Gains (Losses), net Included in Income Sales Issuances   Distributions and Other Settlements Transfers Out of Level 3 
Ending
Balance
 
Beginning
Balance
 Total Realized and Unrealized Gains, net Included in Income Purchases   Sales/Exits Issuances   Distributions and Other Settlements Transfers Out of Level 3 
Ending
Balance
Year ended December 31, 2017:              
Non-marketable and other securities (fair value accounting):              
Other venture capital investments (1) $2,040
 $971
 $(2,092) $
 $
 $
 $919
Year ended December 31, 2019:                
Non-marketable and other equity securities (fair value accounting):                
Venture capital and private equity fund investments not measured at net asset value (1) $1,079
 $12
 $
 $(960) $
 $3
 $
 $134
Other assets:                              
Equity warrant assets (2) 128,813
 54,263
 (74,769) 14,537
 
 (1,513) 121,331
 145,199
 133,910
 575
 (130,392) 16,453
 
 (4,707) 161,038
Total assets $130,853

$55,234

$(76,861)
$14,537

$

$(1,513)
$122,250
 $146,278

$133,922

$575

$(131,352)
$16,453

$3

$(4,707)
$161,172
Year ended December 31, 2016:              
Non-marketable and other securities (fair value accounting):              
Other venture capital investments (1) $2,040
 $(21) $(4) $
 $25
 $
 $2,040
Year ended December 31, 2018:                
Non-marketable and other equity securities (fair value accounting):                
Venture capital and private equity fund investments not measured at net asset value (1) $919
 $457
 $
 $
 $
 $(297) $
 $1,079
Other assets:                              
Equity warrant assets (2) 135,168
 38,091
 (56,643) 13,405
 
 (1,208) 128,813
 121,331
 87,982
 
 (78,752) 17,941
 
 (3,303) 145,199
Total assets $137,208

$38,070

$(56,647)
$13,405

$25

$(1,208)
$130,853
 $122,250

$88,439

$

$(78,752)
$17,941

$(297)
$(3,303)
$146,278
Year ended December 31, 2015:              
Non-marketable and other securities (fair value accounting):              
Other venture capital investments $3,291
 $1,192
 $(2,356) $
 $(87) $
 $2,040
Year ended December 31, 2017:                
Non-marketable and other equity securities (fair value accounting):                
Venture capital and private equity fund investments not measured at net asset value (1) $2,040
 $971
 $
 $(2,092) $
 $
 $
 $919
Other assets:                              
Equity warrant assets (2) 114,698
 71,402
 (61,044) 12,534
 
 (2,422) 135,168
 128,813
 54,263
 
 (74,769) 14,537
 
 (1,513) 121,331
Total assets $117,989
 $72,594
 $(63,400) $12,534
 $(87) $(2,422) $137,208
 $130,853
 $55,234
 $
 $(76,861) $14,537
 $
 $(1,513) $122,250
 

(1)Realized and unrealized gains (losses) are recorded in the line item “Gains on investment securities, net”,net,” a component of noninterest income.
(2)Realized and unrealized gains (losses) are recorded in the line item “Gains on equity warrant assets, net”,net,” a component of noninterest income.


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The following table presents the amount of unrealized gains (losses) included in earnings (which is inclusive of noncontrolling interest) attributable to Level 3 assets still held at December 31, 20172019 and 2016,2018, respectively:
 Year ended December 31, Year ended December 31,
(Dollars in thousands) 2017 2016 2019 2018
Non-marketable and other securities (fair value accounting):    
Other venture capital investments (1) $(444) $1,739
Non-marketable and other equity securities (fair value accounting):    
Venture capital and private equity fund investments not measured at net asset value (1) $(222) $160
Other assets:        
Equity warrant assets (2) 11,174
 14,502
 34,691
 37,564
Total unrealized gains, net $10,730
 $16,241
 $34,469
 $37,724
Unrealized (losses) gains attributable to noncontrolling interests(1) $(397) $1,553
 $(199) $143
 

(1)Unrealized gains are recorded onin the line item “gains“Gains on investment securities, net”,net,” a component of noninterest income.
(2)Unrealized gains are recorded onin the line item “gains“Gains on equity warrant assets, net”,net,” a component of noninterest income.
The extent to which any unrealized gains or losses will become realized is subject to a variety of factors, including, among other things, the expiration of current sales restrictions to which these securities are subject, the actual sales of securities and the timing of such actual sales.
The following table presents quantitative information about the significant unobservable inputs used for certain of our Level 3 fair value measurements at December 31, 20172019 and 2016.2018. We have not included in this table our venture capital and private equity fund investments (fair value accounting) as we use net asset value per share (as obtained from the general partners of the investments) as a practical expedient to determine fair value.
(Dollars in thousands) Fair Value Valuation Technique Significant Unobservable Inputs Weighted Average Fair Value Valuation Technique Significant Unobservable Inputs Weighted Average
December 31, 2017:    
Other venture capital investments
(fair value accounting)
 $919
 Private company equity pricing (1) (1)
December 31, 2019:    
Venture capital and private equity fund investments (fair value accounting) $134
 Private company equity pricing (1) (1)
Equity warrant assets
(public portfolio)
 1,936
 Black-Scholes option pricing model Volatility 47.9% 346
 Black-Scholes option pricing model Volatility 50.7%
Risk-Free interest rate2.1
Risk-Free interest rate1.9
Sales restrictions discount (2)15.5
Sales restrictions discount (2)13.6
Equity warrant assets
(private portfolio)
 119,395
 Black-Scholes option pricing model Volatility 36.7
 160,692
 Black-Scholes option pricing model Volatility 38.2
Risk-Free interest rate1.8
Risk-Free interest rate1.6
Marketability discount (3)16.4
Marketability discount (3)17.5
Remaining life assumption (4)45.0
Remaining life assumption (4)45.0
December 31, 2016:    
Other venture capital investments
(fair value accounting)
 $2,040
 Private company equity pricing (1) (1)
December 31, 2018:    
Venture capital and private equity fund investments (fair value accounting) $1,079
 Private company equity pricing (1) (1)
Equity warrant assets
(public portfolio)
 764
 Black-Scholes option pricing model Volatility 46.6% 2,757
 Black-Scholes option pricing model Volatility 54.7%
Risk-Free interest rate2.1
Risk-Free interest rate2.6
Sales restrictions discount (2)17.7
Sales restrictions discount (2)18.5
Equity warrant assets
(private portfolio)
 128,049
 Black-Scholes option pricing model Volatility 36.9
 142,442
 Black-Scholes option pricing model Volatility 38.5
Risk-Free interest rate1.3
Risk-Free interest rate2.5
Marketability discount (3)17.1
Marketability discount (3)17.7
Remaining life assumption (4)45.0
Remaining life assumption (4)45.0
 
(1)In determining the fair value of our other venture capital and private equity fund investment portfolio (not measured at net asset value), we evaluate a variety of factors related to each underlying private portfolio company including, but not limited to, actual and forecasted results, cash position, recent or planned transactions and market comparable companies. Additionally, we have ongoing communication with the portfolio companies and venture capital fund managers, to determine whether there is a material change in fair value. We use company provided valuation reports, if available, to support our valuation


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use company provided valuation reports, if available, to support our valuation assumptions. These factors are specific to each portfolio company and a weighted average or range of values of the unobservable inputs is not meaningful.
(2)
We adjust quoted market prices of public companies, which are subject to certain sales restrictions. Sales restriction discounts generally range from 10 percent to 20 percent depending on the duration of the sales restrictions which typically range from three to six months. months.
(3)Our marketability discount is applied to all private company warrants to account for a general lack of liquidity due to the private nature of the associated underlying company. The quantitative measure used is based on long-run averages and is influenced over time byupon various factors, including market conditions.option-pricing models. On a quarterly basis, a sensitivity analysis is performed on our marketability discount.
(4)
We adjust the contractual remaining term of private company warrants based on our best estimate of the actual remaining life, which we determine by utilizing historical data on cancellationsterminations and exercises. At December 31, 20172019, the weighted average contractual remaining term was 6.06.1 years, compared to our estimated remaining life of 2.72.8 years. On a quarterly basis, a sensitivity analysis is performed on our remaining life assumption.
During 2019, 2018 and 2017, 2016 and 2015 there were nowe did not have any transfers between Level 2 and Level 1. During 2017, 2016 and 2015, there were no1 or transfers in our other venture capital investments frombetween Level 3 toand Level 2.
1. All other transfers from Level 3 to Level 2 during 20172019, 20162018 and 20152017 were due to the transfer of equity warrant assets from our private portfolio to our public portfolio (see our Level 3 reconciliation above). All amounts reported as transfers represent the fair value as of the date of the change in circumstances that caused the transfer.

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Financial Instruments not Carried at Fair Value
FASB guidance over financial instruments requires that we disclose estimated fair values for our financial instruments not carried at fair value. Fair value estimates, methods and assumptions, set forth below for our financial instruments, are made solely to comply with these requirements.
Fair values are based on estimates or calculations at the transaction level using present value techniques in instances where quoted market prices are not available. As broadly traded markets do not exist for many of our financial instruments, the fair value calculations attempt to incorporate the effect of current market conditions at a specific time. The aggregation of the fair value calculations presented herein does not represent, and should not be construed to represent, the underlying value of the Company.
The following describes the methods and assumptions used in estimating the fair values of financial instruments for which carrying value approximates fair value and assets and liabilities measured at fair value on a nonrecurring basis and excludes financial instruments and assets and liabilities already recorded at fair value as described above.
Financial Instruments for which Carrying Value Approximates Fair Value
Certain financial instruments that are not carried at fair value on the Consolidated Balance Sheets are carried at amounts that approximate fair value, due to their short-term nature and generally negligible credit risk. These instruments include cash and cash equivalents; FHLB and FRB stock; accrued interest receivable; short-term borrowings; short-term time deposits; and accrued interest payable. In addition, U.S. GAAP requires that the fair value of deposit liabilities with no stated maturity (i.e., demand, savings and certain money market deposits) be equal to their carrying value; recognition of the inherent funding value of these instruments is not permitted.
Estimated Fair Values of Financial Instruments Not Recorded at Fair Value on a Recurring Basis
Held-to-Maturity Securities
Held-to-maturity securities include similar investments held in our AFS securities portfolio and are valued using the same methodologies. All securities included in our HTM securities portfolio are valued using Level 2 inputs. Refer to Level 2 fair value measurements in Note 2—“Summary of Significant Accounting Policies” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report for significant inputs used in the valuation of our HTM securities.
Non-Marketable (Cost and Equity Method Accounting)
Non-marketable securities includes other investments (equity method accounting), venture capital and private equity fund investments (cost method accounting) and other venture capital investments (cost method accounting). Other investments

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(equity method accounting) includes our investment in SPD-SVB, our joint venture bank in China. At this time, the carrying value of our investment in SPD-SVB is a reasonable estimate of fair value. The fair value of the remaining other investments (equity method accounting) and the fair value of venture capital and private equity fund investments (cost method accounting) and other venture capital investments (cost method accounting) is based on financial information obtained from the fund investments’ or debt fund investments’ respective general partners. For private company investments, estimated fair value is based on consideration of a range of factors including, but not limited to, the price at which the investment was acquired, the term and nature of the investment, local market conditions, values for comparable securities, current and projected operating performance, exit strategies, and financing transactions subsequent to the acquisition of the investment. For our fund investments, we utilize the net asset value per share as obtained from the general partners of the investments. We adjust the net asset value per share for differences between our measurement date and the date of the fund investment’s net asset value by using the most recently available financial information from the investee general partner, for example September 30th, for our December 31st consolidated financial statements, adjusted for any contributions paid, distributions received from the investment, and significant fund transactions or market events during the reporting period.
Loans
The fair value of fixed and variable rate loans is estimated by discounting contractual cash flows using rates that reflect current pricing for similar loans and the projected forward yield curve. This method is not based on the exit price concept of fair value required under ASC 820, Fair Value Measurements and Disclosures.
Long-Term Deposits
The fair value of long-term time deposits is estimated by discounting the cash flows using our cost of borrowings and the projected forward yield curve over their remaining contractual term.
Long-Term Debt
The fair value of long-term debt is generally based on quoted market prices, when available, or is estimated based on calculations utilizing third party pricing services and current market spread, price indications from reputable dealers or observable market prices of the underlying instrument(s), whichever is deemed more reliable.
Off-Balance Sheet Financial Instruments
The fair value of net available commitments to extend credit is estimated based on the average amount we would receive or pay to execute a new agreement with identical terms and pricing, while taking into account the counterparties’ credit standings.
Letters of credit are carried at their fair value, which is equivalent to the residual premium or fee at December 31, 2017 and 2016. Commitments to extend credit and letters of credit typically result in loans with a market interest rate if funded.
The following fair value hierarchy table presents the estimated fair values of our financial instruments that are not carried at fair value at December 31, 20172019 and 2016:

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2018:
   Estimated Fair Value   Estimated Fair Value
(Dollars in thousands) Carrying Amount Total 

Level 1
 

Level 2
 

Level 3
 Carrying Amount Total 

Level 1
 

Level 2
 

Level 3
December 31, 2017:          
December 31, 2019:          
Financial assets:                    
Cash and cash equivalents $2,923,075
 $2,923,075
 $2,923,075
 $
 $
 $6,781,783
 $6,781,783
 $6,781,783
 $
 $
Held-to-maturity securities 12,663,455
 12,548,280
 
 12,548,280
 
 13,842,946
 14,115,272
 
 14,115,272
 
Non-marketable securities (cost and equity method accounting) not measured at net asset value 120,019
 126,345
 
 
 126,345
Non-marketable securities (cost and equity method accounting) measured at net asset value (1) 228,399
 331,496
 
 
 
Non-marketable securities not measured at net asset value 195,405
 195,405
 
 
 195,405
Non-marketable securities measured at net asset value 235,351
 235,351
 
 
 
Net commercial loans 20,238,247
 20,520,623
 
 
 20,520,623
 29,104,532
 29,615,176
 
 
 29,615,176
Net consumer loans 2,613,045
 2,593,538
 
 
 2,593,538
 3,755,180
 3,820,804
 
 
 3,820,804
FHLB and FRB stock 60,020
 60,020
 
 
 60,020
Accrued interest receivable 141,773
 141,773
 
 141,773
 
FHLB and Federal Reserve Bank stock 60,258
 60,258
 
 
 60,258
Financial liabilities:   

         

      
Short-term FHLB advances 700,000
 700,000
 700,000
 
 
Federal funds purchased 330,000
 330,000
 330,000
 
 
Other short-term borrowings 3,730
 3,730
 3,730
 
 
Non-maturity deposits (2) 44,206,929
 44,206,929
 44,206,929
 
 
Short-term borrowings 17,430
 17,430
 
 17,430
 
Non-maturity deposits (1) 61,569,714
 61,569,714
 61,569,714
 
 
Time deposits 188,093
 187,980
 
 187,980
 
3.50% Senior Notes 347,987
 366,856
 
 366,856
 
Off-balance sheet financial assets:          
Commitments to extend credit 
 27,197
 
 
 27,197
December 31, 2018:          
Financial assets:          
Cash and cash equivalents $3,571,539
 $3,571,539
 $3,571,539
 $
 $
Held-to-maturity securities 15,487,442
 15,188,236
 
 15,188,236
 
Non-marketable securities not measured at net asset value 131,453
 131,453
 
 
 131,453
Non-marketable securities measured at net asset value 151,247
 151,247
 
 
 
Net commercial loans 25,043,671
 25,463,968
 
 
 25,463,968
Net consumer loans 3,013,706
 3,064,093
 
 
 3,064,093
FHLB and Federal Reserve Bank stock 58,878
 58,878
 
 
 58,878
Financial liabilities:          
Short-term borrowings 631,412
 631,412
 
 631,412
 
Non-maturity deposits (1) 49,278,174
 49,278,174
 49,278,174
 
 
Time deposits 47,146
 46,885
 
 46,885
 
 50,726
 50,337
 
 50,337
 
3.50% Senior Notes 347,303
 352,058
 
 352,058
 
 347,639
 336,088
 
 336,088
 
5.375% Senior Notes 348,189
 374,483
 
 374,483
 
 348,826
 361,281
 
 361,281
 
Accrued interest payable 11,192
 11,192
 
 11,192
 
Off-balance sheet financial assets:                    
Commitments to extend credit 
 22,208
 
 
 22,208
 
 22,930
 
 
 22,930
December 31, 2016:          
Financial assets:          
Cash and cash equivalents $2,545,750
 $2,545,750
 $2,545,750
 $
 $
Held-to-maturity securities 8,426,998
 8,376,138
 
 8,376,138
 
Non-marketable securities (cost and equity method accounting) not measured at net asset value 120,037
 127,343
 
 
 127,343
Non-marketable securities (cost and equity method accounting) measured at net asset value (1) 245,626
 353,870
 
 
 
Net commercial loans 17,518,430
 17,811,356
 
 
 17,811,356
Net consumer loans 2,156,148
 2,199,501
 
 
 2,199,501
FHLB and FRB stock 57,592
 57,592
 
 
 57,592
Accrued interest receivable 111,222
 111,222
 
 111,222
 
Financial liabilities:          
Short-term FHLB advances 500,000
 500,000
 500,000
 
 
Other short-term borrowings 12,668
 12,668
 12,668
 
 
Non-maturity deposits (2) 38,923,750
 38,923,750
 38,923,750
 
 
Time deposits 56,118
 55,949
 
 55,949
 
3.50% Senior Notes 346,979
 337,600
 
 337,600
 
5.375% Senior Notes 347,586
 378,777
 
 378,777
 
6.05% Subordinated Notes (3) 46,646
 47,489
 
 47,489
 
7.0% Junior Subordinated Debentures 54,493
 53,140
 
 53,140
 
Accrued interest payable 12,013
 12,013
 
 12,013
 
Off-balance sheet financial assets:          
Commitments to extend credit 
 22,074
 
 
 22,074
 

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(1)In accordance with the accounting standard (ASU 2015-07, Fair Value Measurement (Topic 820)), certain investments that are measured at fair value using the net asset value per share (or its equivalent) practical expedient have not been classified in the fair value hierarchy.
(2)Includes noninterest-bearing demand deposits, interest-bearing checking accounts, money market accounts and interest-bearing sweep deposits.
(3)
At December 31, 2016, included in the carrying value and estimated fair value of our 6.05% Subordinated Notes was $0.8 million related to hedge accounting associated with the notes.


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Investments in Entities that Calculate Net Asset Value Per Share
FASB guidance over certain fund investments requires that we disclose the fair value of funds, significant investment strategies of the investees, redemption features of the investees, restrictions on the ability to sell investments, estimate of the period of time over which the underlying assets are expected to be liquidated by the investee, and unfunded commitments related to the investments.
Our investments in debt funds and venture capital and private equity fund investments generally cannot be redeemed. Alternatively, we expect distributions, if any, to be received primarily through IPOs and M&A activity of the underlying assets of the fund. Subject to applicable requirements under the Volcker Rule, we do not have any plans to sell any of these fund investments. If we decide to sell these investments in the future, the investee fund���sfund’s management must approve of the buyer before the sale of the investments can be completed. The fair values of the fund investments have been estimated using the net asset value per share of the investments, adjusted for any differences between our measurement date and the date of the fund investment’s net asset value by using the most recently available financial information from the investee general partner, for example September 30th, for our December 31st consolidated financial statements, adjusted for any contributions paid, distributions received from the investment, and significant fund transactions or market events during the reporting period.
The following table is a summary of the estimated fair values of these investments and remaining unfunded commitments for each major category of these investments as of December 31, 20172019:
(Dollars in thousands) Carrying Amount       Fair Value         Unfunded Commitments       Carrying Amount       Fair Value         Unfunded Commitments      
Non-marketable securities (fair value accounting):            
Venture capital and private equity fund investments (1) $127,192
 $127,192
 $5,842
 $265,263
 $265,263
 $10,579
Non-marketable securities (equity method accounting):            
Venture capital and private equity fund investments (2) 89,809
 89,809
 4,943
 215,367
 215,367
 10,675
Debt funds (2) 21,183
 21,183
 
 7,271
 7,271
 
Other investments (2) 18,859
 18,859
 886
 12,713
 12,713
 886
Non-marketable securities (cost method accounting):      
Venture capital and private equity fund investments (2) 98,548
 201,645
 8,015
Total $355,591
 $458,688
 $19,686
 $500,614
 $500,614
 $22,140
 
(1)
Venture capital and private equity fund investments within non-marketable securities (fair value accounting) include investments made by our managed funds of funds and one of our direct venture funds. Thesefunds (consolidated VIEs) and investments representin venture capital and private equity fund investments (unconsolidated VIEs). Collectively, these investments in venture capital and private equity funds that investare primarily in U.S. and global technology and life science/healthcare companies. Included in the fair value and unfunded commitments of fund investments under fair value accounting are $94.264.6 million and $4.44.0 million, respectively, attributable to noncontrolling interests. It is estimated that we will receive distributions from the fund investments over the next 10 to 13 years, depending on the age of the funds and any potential extensions of terms of the funds.
(2)
Venture capital and private equity fund investments, debt funds and other fund investments within non-marketable securities (equity and cost method accounting) include funds that invest in or lend money to primarily U.S. and global technology and life science/healthcare companies. It is estimated that we will receive distributions from the funds over the next 105 to 138 years, depending on the age of the funds and any potential extensions of the terms of the funds.




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21.24.
Regulatory Matters
SVB Financial and the Bank are subject to various regulatory capital adequacy requirements administered by the Federal Reserve Board and the California Department of Business Oversight - Division of Financial Institutions.DBO. The Federal Deposit Insurance Corporation Improvement Act of 1991 (“FDICIA”) required that the federal regulatory agencies adopt regulations defining five capital categories for banks: well capitalized,well-capitalized, adequately capitalized, undercapitalized, significantly undercapitalized and critically undercapitalized. Failure to meet minimum capital requirements can initiate certain mandatory and possibly additional discretionary actions by regulators that, if undertaken, could have a direct material effect on our consolidated financial statements.
Quantitative measures, established byIn July 2013, the regulators to ensure capital adequacy, require that SVB FinancialFederal Reserve, the FDIC and the Bank maintain minimum ratios (set forth inOffice of the table below)Comptroller of the Currency published final rules establishing a comprehensive capital to risk-weighted assets. Effective January 1, 2015, SVB Financial Group andframework for U.S. banking organizations (the “Capital Rules”), which implement the Bank became subject to a regulatory capital measure called "Common Equity Tier 1" and a related regulatory capital ratio of CET 1 to risk-weighted assets implemented under "Basel III"Basel III regulatory capital reforms and changes required by the Dodd-Frank Act. “Basel III” refers to the internationally agreed regulatory capital framework adopted by the Basel Committee.
There are three categories of capital under the new Basel III standards; CET 1, additional Tier 1 and Tier 2. CET 1 includes common stock plus related surplus and retained earnings, less certain deductions. Additional Tier 1 capital includes qualifying preferred stock and trust preferred securities, less certain deductions. Additional Tier 1, together with CET 1, equal total Tier 1 capital. Tier 2 capital includes primarily certain qualifying unsecured subordinated debt and qualifying allowances for loan and lease losses. Tier 1 capital together with Tier 2 capital equal total capital.
As of December 31, 2017, bothUnder the Capital Rules, the minimum capital ratios applicable to SVB Financial and the Bank were considered “well-capitalized”are as follows: 4.5% CET1 capital, 6.0% Tier 1 capital, 8.0% Total capital and 4.0% Tier 1 leverage. In addition, banking organizations must meet a 2.5% CET1 risk-based capital conservation buffer requirement in order to avoid constraints on capital distributions, such as dividends and equity repurchases, and certain bonus compensation for regulatory purposes under existing capital guidelines.  There are no conditions or events since that date that management believesexecutive officers. The severity of the constraints would have a material impactdepend on that capital category.the amount of the shortfall and the banking organization’s “eligible retained income” (that is, four-quarter trailing net income, net of distributions and tax effects not reflected in net income).


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As of December 31, 2019, both SVB Financial and the Bank exceed the required ratios under the Capital Rules and were considered “well-capitalized” for regulatory purposes under existing capital guidelines as well. The following table presents the capital ratios for the Company and the Bank under federal regulatory guidelines, compared to the minimum regulatory capital requirements, for an adequately capitalized and a well-capitalized depository institution, as of December 31, 20172019 and 20162018:
  Capital Ratios Capital Amounts
(Dollars in thousands) Actual Required Minimum (1) Well Capitalized Minimum Actual Required Minimum (1) Well Capitalized Minimum
December 31, 2019:            
CET 1 risk-based capital:            
SVB Financial 12.58% 7.0% N/A $5,857,744
 $3,260,424
 N/A
Bank 11.12
 7.0
 6.5 4,949,393
 3,115,151
 $2,892,640
Tier 1 risk-based capital:            
SVB Financial 13.43
 8.5
 6.0 6,257,442
 3,959,086
 2,794,649
Bank 11.12
 8.5
 8.0 4,949,393
 3,782,683
 3,560,172
Total risk-based capital:            
SVB Financial 14.23
 10.5
 10.0 6,630,022
 4,890,636
 4,657,748
Bank 11.96
 10.5
 10.0 5,321,850
 4,672,726
 4,450,215
Tier 1 leverage:            
SVB Financial 9.06
 4.0
 N/A 6,257,442
 2,763,146
 N/A
Bank 7.30
 4.0
 5.0 4,949,393
 2,713,367
 3,391,709
December 31, 2018:            
CET 1 risk-based capital:            
SVB Financial 13.41% 6.4% N/A $5,167,270
 $2,456,151
 N/A
Bank 12.41
 6.4
 6.5 4,604,689
 2,365,385
 $2,411,765
Tier 1 risk-based capital:            
SVB Financial 13.58
 7.9
 6.0 5,231,476
 3,034,068
 2,311,671
Bank 12.41
 7.9
 8.0 4,604,689
 2,921,946
 2,968,326
Total risk-based capital:            
SVB Financial 14.45
 9.9
 10.0 5,567,562
 3,804,625
 3,852,785
Bank 13.32
 9.9
 10.0 4,940,776
 3,664,028
 3,710,408
Tier 1 leverage:            
SVB Financial 9.06
 4.0
 N/A 5,231,476
 2,308,592
 N/A
Bank 8.10
 4.0
 5.0 4,604,689
 2,272,912
 2,841,139
N/A"Well-Capitalized Minimum" CET 1 risk-based capital and Tier 1 leverage ratios are not formally defined under applicable banking regulations for bank holding companies.
(1)The percentages as of December 31,2019 represent the minimum capital ratios plus, the fully phased-in 2.5% CET1 capital conservation buffer under the Capital Rules.

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  Capital Ratios Capital Amounts
(Dollars in thousands) Actual Well Capitalized Minimum Adequately Capitalized Minimum Actual Well Capitalized Minimum Adequately Capitalized Minimum
December 31, 2017:            
CET 1 risk-based capital:            
SVB Financial 12.78% 6.5% 4.5% $4,182,315
 $2,127,902
 $1,473,163
Bank 12.06
 6.5
 4.5
 3,787,988
 2,041,227
 1,413,157
Tier 1 risk-based capital:            
SVB Financial 12.97
 8.0
 6.0
 4,246,606
 2,618,957
 1,964,218
Bank 12.06
 8.0
 6.0
 3,787,988
 2,512,279
 1,884,209
Total risk-based capital:            
SVB Financial 13.96
 10.0
 8.0
 4,571,542
 3,273,696
 2,618,957
Bank 13.04
 10.0
 8.0
 4,094,782
 3,140,349
 2,512,279
Tier 1 leverage:            
SVB Financial 8.34
  N/A
 4.0
 4,246,606
 N/A
 2,036,138
Bank 7.56
 5.0
 4.0
 3,787,988
 2,504,636
 2,003,709
December 31, 2016:            
CET 1 risk-based capital:            
SVB Financial 12.80% 6.5% 4.5% $3,616,404
 $1,836,169
 $1,271,194
Bank 12.65
 6.5
 4.5
 3,397,232
 1,745,695
 1,208,558
Tier 1 risk-based capital:            
SVB Financial 13.26
 8.0
 6.0
 3,744,605
 2,259,900
 1,694,925
Bank 12.65
 8.0
 6.0
 3,397,232
 2,148,548
 1,611,411
Total risk-based capital:            
SVB Financial 14.21
 10.0
 8.0
 4,015,236
 2,824,875
 2,259,900
Bank 13.66
 10.0
 8.0
 3,667,709
 2,685,685
 2,148,548
Tier 1 leverage:            
SVB Financial 8.34
  N/A
 4.0
 3,744,605
 N/A
 1,796,387
Bank 7.67
 5.0
 4.0
 3,397,232
 2,214,467
 1,771,574

22.25.
Segment Reporting
We have three4 reportable segments for management reporting purposes: Global Commercial Bank, SVB Private Bank, SVB Capital and SVB Capital.Leerink. SVB Leerink is a new reportable segment and was created as a result of the acquisition of Leerink Holdings LLC effective January 4, 2019. The results of our operating segments are based on our internal management reporting process.
Our Global Commercial Bank and SVB Private Bank segments’ primary source of revenue is from net interest income, which is primarily the difference between interest earned on loans, net of funds transfer pricing ("FTP") and interest paid on deposits, net of FTP. Accordingly, these segments are reported using net interest income, net of FTP. FTP is an internal measurement framework designed to assess the financial impact of a financial institution’s sources and uses of funds. It is the mechanism by which an earnings credit is given for deposits raised, and an earnings charge is made for funded loans. FTP is calculated at an instrument level based on account characteristics.
We also evaluate performance based on provision for credit losses, noninterest income and noninterest expense, which are presented as components of segment operating profit or loss. In calculating each operating segment’s noninterest expense, we consider the direct costs incurred by the operating segment as well as certain allocated direct costs. As part of this review,

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we allocate certain corporate overhead costs to a corporate account. We do not allocate income taxestax expense or the provision for unfunded credit commitments (included in provision for credit losses) to our segments. Additionally, our management reporting model is predicated on average asset balances; therefore, period-end asset balances are not presented for segment reporting purposes. Changes in an individual client’s primary relationship designation have resulted, and in the future may result, in the inclusion of certain clients in different segments in different periods.
Unlike financial reporting, which benefits from the comprehensive structure provided by GAAP, our internal management reporting process is highly subjective, as there is no comprehensive, authoritative guidance for management reporting. Our management reporting process measures the performance of our operating segments based on our internal operating structure, which is subject to change from time to time, and is not necessarily comparable with similar information for other financial services companies. For reporting purposes, SVB Financial Group has threefour operating segments for which we report our financial information (for further description of these reportable segments, refer to "Business–Business Overview" under Part I, Item 1 of this report):
Global Commercial Bank is comprised of results from the following:
Global Commercial Bank is comprised of results from the following:
Our Commercial Bank products and services are provided by the Bank and its subsidiaries to commercial clients primarily in the technology, life science/healthcare and private equity/venture capital industries. The Bank provides solutions to the financial needs of commercial clients through credit, treasury management, foreign exchange, trade finance and other services. We broadly serve clients within the U.S., as well as non-U.S. clients in key international innovation markets. In addition, the Bank and its subsidiaries offer a variety of investment services and solutions to its clients that enable them to effectively manage their assets. 
Our Global Funds Banking (formerly Private EquityEquity) Division provides banking products and services primarily to our private equity and venture capital clients.
SVBWine provides banking products and services to our premium wine industry clients, including vineyard development loans. 
SVB Analytics previously provided equity valuation services to companies and private equity/venture capital firms and currently provides research for investors and companies in the global innovation economy. In September 2017, SVB Analytics sold its equity valuation services business.
Debt Fund Investments is comprised of our investments in certain debt funds in which we are a strategic investor.
SVB Private Bank is the private banking division of the Bank, which provides a range of personal financial solutions for consumers. Our clients are primarily private equity/venture capital professionals and executive leaders of the innovation companies they support. We offer a customized suite of private banking services, including mortgages, home equity lines of credit, restricted stock purchase loans, capital call lines of credit and other secured and unsecured lending products, as well as cash and wealth management services. 
SVB Capital is the funds management business of SVBFG, which focuses primarily on venture capital investments. SVB Capital manages funds (primarily venture capital funds) on behalf of third-party limited partners and, on a more limited basis, SVB Financial Group. The SVB Capital family of funds is comprised of direct venture funds that invest in companies and funds of funds that invest in other venture capital funds. SVB Capital generates income for the Company primarily from investment returns (including carried interest allocations) and management fees.
SVB Leerink is an investment bank specializing in the equity and convertible capital markets, mergers and acquisitions, equity research and sales and trading for growth and innovation-minded healthcare and life science companies and operates as a wholly-owned subsidiary of SVB Financial. SVB Leerink provides investment banking

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NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS - (Continued)




services across all subsectors of healthcare including biotechnology, pharmaceuticals, medical devices, diagnostic and life science tools, healthcare services and digital health. SVB Leerink focuses on two primary lines of business: (i) investment banking division of the Bank, which provides a range of personalfocused on providing companies with capital-raising services, financial solutions for consumers. Our clients are primarily private equity/venture capital professionalsadvice on mergers and executive leaders of the innovation companies they support. We offer a customized suiteacquisitions, sales and trading services and equity research, and (ii) sponsorship of private banking services, including mortgages, home equity lines of credit, restricted stock purchase loans, capital call lines of credit and other secured and unsecured lending products, as well as cash and wealth management services. 
SVB Capital is the funds management business of SVBFG, which focuses primarily on venture capital investments. SVB Capital manages funds (primarily venture capital funds) on behalf of third party limited partners and, on a more limited basis, SVB Financial Group. The SVB Capital family of funds is comprised of direct venture funds that invest in companies and funds of funds that invest in other venture capitalinvestment funds. SVB Capital generates income for the Company primarily from investment returns (including carried interest allocations) and management fees.
The summary financial results of our operating segments are presented along with a reconciliation to our consolidated results.

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Our segment information for 2017, 20162019, 2018 and 20152017 is as follows:
(Dollars in thousands) 
Global
Commercial
Bank (1)
 
SVB Private  
Bank
 
SVB Capital 
(1)  
 
Other Items
(2)
 Total       
Global
Commercial
Bank (1)
 
SVB Private  
Bank
 
SVB Capital 
(1)  
 SVB Leerink (1) 
Other Items
(2)
 Total      
Year ended December 31, 2017          
Year ended December 31, 2019            
Net interest income $1,274,366
 $58,131
 $48
 $87,824
 $1,420,369
 $1,850,391
 $51,022
 $38
 $1,252
 $193,898
 $2,096,601
Provision for credit losses (81,553) (4,386) 
 (6,365) (92,304) (91,814) (2,369) 
 
 (12,233) (106,416)
Noninterest income 366,000
 2,175
 58,992
 130,064
 557,231
 637,922
 3,366
 122,394
 264,516
 193,281
 1,221,479
Noninterest expense (3) (706,341) (17,693) (19,340) (267,281) (1,010,655) (874,854) (40,151) (30,798) (252,678) (402,781) (1,601,262)
Income before income tax expense (4) $852,472
 $38,227
 $39,700
 $(55,758) $874,641
Income (loss) before income tax expense (4) $1,521,645
 $11,868
 $91,634
 $13,090
 $(27,835) $1,610,402
Total average loans, net of unearned income $18,479,793
 $2,423,078
 $
 $256,523
 $21,159,394
 $26,031,284
 $3,341,188
 $
 $
 $543,735
 $29,916,207
Total average assets (5) 46,303,582
 2,449,763
 325,939
 (699,012) 48,380,272
Total average assets (5) (6) 56,043,321
 3,371,052
 405,152
 397,650
 2,994,455
 63,211,630
Total average deposits 41,043,731
 1,303,542
 
 397,875
 42,745,148
 53,053,665
 1,524,232
 
 
 479,053
 55,056,950
Year ended December 31, 2016          
Net interest income (expense) $1,040,712
 $53,582
 $(49) $56,278
 $1,150,523
Year ended December 31, 2018            
Net interest income $1,623,488
 $64,902
 $23
 $
 $205,575
 $1,893,988
Provision for credit losses (93,885) (1,812) 
 (10,982) (106,679) (80,953) (3,339) 
 
 (3,578) (87,870)
Noninterest income(7) 320,421
 2,713
 49,365
 84,053
 456,552
 520,302
 2,281
 101,181
 
 121,220
 744,984
Noninterest expense (3) (632,264) (12,379) (15,546) (199,608) (859,797) (793,159) (25,064) (22,792) 
 (347,178) (1,188,193)
Income before income tax expense (4) $634,984
 $42,104
 $33,770
 $(70,259) $640,599
Income (loss) before income tax expense (4) $1,269,678
 $38,780
 $78,412
 $
 $(23,961) $1,362,909
Total average loans, net of unearned income $16,047,545
 $2,025,381
 $
 $210,665
 $18,283,591
 $22,354,305
 $2,850,271
 $
 $
 $425,944
 $25,630,520
Total average assets (5) 41,494,321
 2,047,513
 338,848
 106,769
 43,987,451
Total average assets (5) (8) 48,854,416
 2,871,743
 380,543
 
 3,122,358
 55,229,060
Total average deposits 37,301,483
 1,133,425
 
 324,151
 38,759,059
 46,039,570
 1,502,308
 
 
 533,466
 48,075,344
Year ended December 31, 2015          
Year ended December 31, 2017            
Net interest income $853,882
 $44,412
 $3
 $108,128
 $1,006,425
 $1,274,366
 $58,131
 $48
 $
 $87,824
 $1,420,369
(Provision for) reduction of credit losses (94,913) (2,716) 
 1,946
 (95,683)
Noninterest income 272,862
 2,011
 70,857
 127,064
 472,794
Provision for credit losses (81,553) (4,386) 
 
 (6,365) (92,304)
Noninterest income (7) 392,101
 2,175
 58,992
 
 103,963
 557,231
Noninterest expense (3) (578,888) (12,185) (14,699) (174,190) (779,962) (707,666) (17,693) (19,340) 
 (265,956) (1,010,655)
Income before income tax expense (4) $452,943
 $31,522
 $56,161
 $62,948
 $603,574
Income (loss) before income tax expense (4) $877,248
 $38,227
 $39,700
 $
��$(80,534) $874,641
Total average loans, net of unearned income $12,984,646
 $1,592,065
 $
 $186,230
 $14,762,941
 $18,479,793
 $2,423,078
 $
 $
 $256,523
 $21,159,394
Total average assets (5) 38,438,858
 1,457,461
 337,884
 612,174
 40,846,377
Total average assets (5) (8) 43,704,667
 2,445,220
 325,939
 
 1,904,446
 48,380,272
Total average deposits 34,996,194
 1,108,411
 
 188,757
 36,293,362
 41,043,731
 1,303,542
 
 
 397,875
 42,745,148
 
(1)Global Commercial Bank’s, SVB Capital’s and SVB Capital’sLeerink's components of net interest income, noninterest income, noninterest expense and total average assets are shown net of noncontrolling interests for all periods presented. Noncontrolling interest is included within "Other Items".Items."
(2)The "Other Items" column reflects the adjustments necessary to reconcile the results of the operating segments to the consolidated financial statements prepared in conformity with GAAP. Net interest income consists primarily of interest earned from our fixed income investment portfolio, net of FTP. Noninterest income consists primarily of gains on equity warrant assets, income from noncontrolling interests and gains or losses on the sale of fixed income securities. Noninterest expense consists primarily of expenses associated with corporate support functions such as finance, human resources, marketing, legal and other expenses.

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earned from our fixed income investment portfolio, net of FTP. Noninterest income consists primarily of gains on equity warrant assets and gains or losses on the sale of fixed income investments and equity securities from exercised warrant assets. Noninterest expense consists primarily of expenses associated with corporate support functions such as finance, human resources, marketing, legal and other expenses.
(3)
The Global Commercial Bank segment includes direct depreciation and amortization of $24.920.4 million, $24.821.8 million and $20.325.3 million for 20172019, 20162018 and 20152017, respectively.
(4)The internal reporting model used by management to assess segment performance does not calculate income tax expense by segment. Our effective tax rate is a reasonable approximation of the segment rates.
(5)Total average assets equal the greater of total average assets or the sum of total average liabilities and total average stockholders’ equity for each segment to reconcile the results to the consolidated financial statements prepared in conformity with GAAP.
(6)
Included in the total average assets for SVB Leerink is goodwill of $137.8 million for the year ended December 31, 2019 related to the acquisition effective January 4, 2019.
(7)For the years ended December 31, 2018 and 2017, amounts of client investment fees included in the line item "Noninterest Income" previously reported as "Other Items" have been correctly allocated to our reportable segment "Global Commercial Bank" to properly reflect the source of such revenue. The correction of this immaterial error had no impact on the "Total" amount of noninterest income.
(8)For the years ended December 31, 2018 and 2017, amounts for average assets previously reported as "Other Items" have been correctly allocated to the reportable segments "Global Commercial Bank" and “SVB Private Bank” to properly reflect the greater of total average assets or the sum of total average liabilities and total average stockholders’ equity for “Global Commercial Bank” and “SVB Private Bank.” The correction of this immaterial error had no impact on the "Total" amount of average assets.


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23.26.
Parent Company Only Condensed Financial Information
The condensed balance sheets of SVB Financial at December 31, 20172019 and 20162018, and the related condensed statements of income, comprehensive income and cash flows for 20172019, 20162018 and 20152017, are presented below:
Condensed Balance Sheets
  December 31,
(Dollars in thousands) 2019 2018
Assets:    
Cash and cash equivalents $800,926
 $553,049
Investment securities 474,842
 510,836
Loans, net of unearned income 15,245
 
Lease right-of-use assets 71,847
 
Other assets 214,167
 204,301
Investment in subsidiaries:    
   Bank subsidiary 5,034,095
 4,554,813
   Nonbank subsidiaries 432,073
 116,968
Total assets $7,043,195
 $5,939,967
     
Liabilities and SVBFG stockholders’ equity:    
3.50% Senior Notes $347,987
 $347,639
5.375% Senior Notes 
 348,826
Lease liabilities 87,999
 
Other liabilities 136,903
 127,293
Total liabilities $572,889
 $823,758
SVBFG stockholders’ equity 6,470,306
 5,116,209
Total liabilities and SVBFG stockholders’ equity $7,043,195
 $5,939,967

  December 31,
(Dollars in thousands) 2017 2016
Assets:    
Cash and cash equivalents $457,324
 $500,014
Investment securities 485,220
 244,603
Net loans 
 13,337
Other assets 196,974
 197,220
Investment in subsidiaries:    
   Bank subsidiary 3,762,542
 3,423,427
   Nonbank subsidiaries 90,540
 113,928
Total assets $4,992,600
 $4,492,529
     
Liabilities and SVBFG stockholders’ equity:    
3.50% Senior Notes $347,303
 $346,979
5.375% Senior Notes 348,189
 347,586
7.0% Junior Subordinated Debentures 
 54,493
Other liabilities 117,313
 100,917
Total liabilities $812,805
 $849,975
SVBFG stockholders’ equity 4,179,795
 3,642,554
Total liabilities and SVBFG stockholders’ equity $4,992,600
 $4,492,529
Condensed Statements of Income
  Year ended December 31,
(Dollars in thousands) 2019
2018
2017
Interest income $4,473
 $3,307
 $2,077
Interest expense (31,666) (32,037) (34,932)
Dividend income from bank subsidiary 733,000
 140,000
 90,000
Gains on equity warrant assets, net 138,078
 89,142
 54,555
Gains on investment securities, net 45,345
 13,546
 37,132
Fund management fees and other noninterest income 21,567
 26,388
 24,613
General and administrative expenses (94,712) (70,976) (63,077)
Income tax (expense) benefit (40,218) (14,383) 10,367
Income before net income of subsidiaries 775,867
 154,987
 120,735
Equity in undistributed net income of bank subsidiary 303,618
 793,641
 356,769
Equity in undistributed net income of nonbank subsidiaries 57,371
 25,212
 13,002
Net income available to common stockholders $1,136,856
 $973,840
 $490,506


  Year ended December 31,
(Dollars in thousands) 2017
2016
2015
Interest income $2,077
 $690
 $964
Interest expense (34,932) (35,316) (34,169)
Dividend income from bank subsidiary 90,000
 40,000
 
Gains on equity warrant assets, net (1) 54,555
 37,892
 70,963
Gains on investment securities, net 37,132
 20,644
 39,447
Fund management fees and other noninterest income (1) 24,613
 21,913
 2,286
General and administrative expenses (63,077) (55,139) (54,822)
Income tax benefit (expense) 10,367
 423
 (14,448)
Income before net income of subsidiaries 120,735
 31,107
 10,221
Equity in undistributed net income of nonbank subsidiaries 13,002
 11,949
 26,819
Equity in undistributed net income of bank subsidiary 356,769
 339,629
 306,864
Net income available to common stockholders $490,506
 $382,685
 $343,904



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(1)Our consolidated statements of income for the years ended December 31, 2016 and 2015 were modified from prior periods’ presentation to conform to the current period's presentation, which reflects a new line item to separately disclose net gains on equity warrant assets. In prior periods, net gains on equity warrant assets were reported as a component of net gains on derivative instruments. We removed the line item "gains on derivative instruments, net" and reclassified all other gains on derivative instruments, net to other noninterest income.


Condensed Statements of Comprehensive Income
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Net income available to common stockholders $1,136,856
 $973,840
 $490,506
Other comprehensive income (loss), net of tax:      
Foreign currency translation gains (losses) 2,319
 (4,107) 3,769
Changes in fair value on cash flow hedges (2,130) 
 
Changes in unrealized holding gains and losses on AFS securities 2,310
 120
 22,285
Equity in other comprehensive income (loss) of bank and nonbank subsidiaries 136,066
 (19,171) (50,956)
Reclassifications to retained earnings for the adoption of new accounting guidance 
 (29,490) 
Other comprehensive income (loss), net of tax 138,565
 (52,648) (24,902)
Total comprehensive income $1,275,421
 $921,192
 $465,604

  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Net income available to common stockholders $490,506
 $382,685
 $343,904
Other comprehensive (loss) income, net of tax:      
Foreign currency translation gains (losses) 3,769
 3,071
 (1,492)
Changes in unrealized holding gains and losses on AFS securities 22,285
 654
 (2,041)
Equity in other comprehensive (losses) income of subsidiaries (50,956) 4,301
 (23,767)
Other comprehensive (loss) income, net of tax (24,902) 8,026
 (27,300)
Total comprehensive income $465,604
 $390,711
 $316,604




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Condensed Statements of Cash Flows
  Year ended December 31,
(Dollars in thousands) 2019 2018 2017
Cash flows from operating activities:      
Net income available to common stockholders $1,136,856
 $973,840
 $490,506
Adjustments to reconcile net income to net cash provided by operating activities:      
Gains on equity warrant assets, net (138,078) (89,142) (54,555)
Gains on investment securities, net (45,345) (13,546) (17,060)
Distributions of earnings from investment securities 49,776
 47,596
 14,015
Net income of bank subsidiary (1,036,618) (933,641) (446,769)
Net income on nonbank subsidiaries (57,371) (25,212) (13,002)
Cash dividends from bank subsidiary 733,000
 140,000
 90,000
Amortization of share-based compensation 66,815
 45,675
 36,900
Decrease in other assets 27,205
 51,169
 12,959
Increase in other liabilities 21,391
 21,619
 11,774
Other, net 8,084
 (31,024) 316
Net cash provided by operating activities 765,715
 187,334
 125,084
       
Cash flows from investing activities:      
Net decrease (increase) in investment securities from purchases, sales and maturities 128,635
 73,742
 (152,015)
Net (increase) decrease in loans (15,245) 
 13,337
Increase in investment in bank subsidiary (42,952) (31,292) (38,927)
Decrease (increase) in investment in nonbank subsidiaries 23,275
 (5,323) 34,374
Acquisition of SVB Leerink

 (265,601) 
 
Net cash (used for) provided by investing activities (171,888) 37,127
 (143,231)
       
Cash flows from financing activities:      
Principal payments of long-term debt (358,395) 
 (51,546)
Proceeds from issuance of common stock, ESPP and ESOP 24,818
 18,387
 27,003
Net proceeds from the issuance of preferred stock

 340,138
 
 
Common stock repurchase (352,511) (147,123) 
Net cash (used for) by financing activities (345,950) (128,736) (24,543)
Net increase (decrease) in cash and cash equivalents 247,877
 95,725
 (42,690)
Cash and cash equivalents at beginning of period 553,049
 457,324
 500,014
Cash and cash equivalents at end of period $800,926
 $553,049
 $457,324

  Year ended December 31,
(Dollars in thousands) 2017 2016 2015
Cash flows from operating activities:      
Net income attributable to SVBFG $490,506
 $382,685
 $343,904
Adjustments to reconcile net income to net cash used for operating activities:      
Gains on equity warrant assets, net (54,555) (37,892) (70,963)
Gains on investment securities, net (37,132) (20,644) (39,447)
Net income of bank subsidiary (446,769) (379,629) (306,864)
Net income on nonbank subsidiaries (13,002) (11,949) (26,819)
Cash dividends from bank subsidiary 90,000
 40,000
 
Amortization of share-based compensation 36,900
 35,494
 32,239
Decrease (increase) in other assets 12,959
 35,699
 (30,638)
Increase in other liabilities 11,774
 15,293
 28,985
Other, net 131
 2,992
 15,956
Net cash provided by (used for) operating activities 90,812
 62,049
 (53,647)
       
Cash flows from investing activities:      
Net (increase) decrease in investment securities from purchases, sales and maturities (117,743) 54,737
 31,380
Net decrease (increase) in loans 13,337
 (3,478) 6,825
Increase in investment in bank subsidiary (38,927) (14,738) (378,286)
Decrease in investment in nonbank subsidiaries 34,374
 1,924
 71,062
Net cash (used for) provided by investing activities (108,959) 38,445
 (269,019)
       
Cash flows from financing activities:      
Principal payments of long-term debt (51,546) 
 
Proceeds from issuance of common stock, ESPP and ESOP 27,003
 26,147
 22,410
Tax effect from stock exercises (1) 
 (3,640) 16,602
Net proceeds from issuance of long-term debt 
 
 346,431
Net cash (used for) provided by financing activities (24,543) 22,507
 385,443
Net (decrease) increase in cash and cash equivalents (42,690) 123,001
 62,777
Cash and cash equivalents at beginning of period 500,014
 377,013
 314,236
Cash and cash equivalents at end of period $457,324
 $500,014
 $377,013

(1)In 2017 we adopted ASU 2016-09, Improvements to Employee Share-Based Payment Accounting on a prospective basis with no change to prior period amounts. See Note 2- "Summary of Significant Accounting Policies" of the "Notes to Consolidated Financial Statements" under Part II, Item 8 of this report for additional details.

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24.27.
Unaudited Quarterly Financial Data
Our supplemental consolidated financial information for each three month period in 20172019 and 20162018 are as follows:
   Three months ended
(Dollars in thousands, except per share amounts) March 31, June 30, September 30, December 31,
2019:        
Interest income $551,014
 $585,767
 $583,892
 $588,735
Interest expense 38,128
 56,364
 63,248
 55,067
Net interest income 512,886
 529,403
 520,644
 533,668
Provision for credit losses 28,551
 23,946
 36,536
 17,383
Noninterest income 280,376
 333,750
 294,009
 313,344
Noninterest expense 365,664
 383,522
 391,324
 460,752
Income before income tax expense 399,047
 455,685
 386,793
 368,877
Income tax expense 107,435
 119,114
 105,075
 94,061
Net income before noncontrolling interests 291,612
 336,571
 281,718
 274,816
Net income attributable to noncontrolling interests (2,880) (18,584) (14,437) (11,960)
Net income available to common stockholders $288,732
 $317,987
 $267,281
 $262,856
Earnings per common share—basic $5.49
 $6.12
 $5.19
 $5.10
Earnings per common share—diluted 5.44
 6.08
 5.15
 5.06
2018:        
Interest income $432,398
 $481,301
 $513,313
 $542,897
Interest expense 12,535
 14,858
 20,091
 28,437
Net interest income 419,863
 466,443
 493,222
 514,460
Provision for credit losses 27,972
 29,080
 17,174
 13,644
Noninterest income 155,518
 192,689
 210,070
 186,707
Noninterest expense 265,417
 305,739
 309,445
 307,592
Income before income tax expense 281,992
 324,313
 376,673
 379,931
Income tax expense 73,966
 77,287
 95,308
 105,000
Net income before noncontrolling interests 208,026
 247,026
 281,365
 274,931
Net income attributable to noncontrolling interests (13,065) (9,228) (6,548) (8,667)
Net income available to common stockholders $194,961
 $237,798
 $274,817
 $266,264
Earnings per common share—basic $3.69
 $4.48
 $5.16
 $5.01
Earnings per common share—diluted 3.63
 4.42
 5.10
 4.96

   Three months ended
(Dollars in thousands, except per share amounts) March 31, June 30, September 30, December 31,
2017:        
Interest income $320,926
 $353,927
 $385,271
 $405,016
Interest expense 10,933
 11,231
 11,297
 11,310
Net interest income 309,993
 342,696
 373,974
 393,706
Provision for credit losses 30,734
 15,806
 23,522
 22,242
Noninterest income 117,659
 128,528
 158,778
 152,266
Noninterest expense 237,633
 251,246
 257,761
 264,015
Income before income tax expense 159,285
 204,172
 251,469
 259,715
Income tax expense (1) 51,405
 71,656
 97,351
 135,051
Net income before noncontrolling interests 107,880
 132,516
 154,118
 124,664
Net income attributable to noncontrolling interests (6,397) (9,323) (5,498) (7,454)
Net income available to common stockholders (1) $101,483
 $123,193
 $148,620
 $117,210
Earnings per common share—basic (1) $1.94
 $2.34
 $2.82
 $2.22
Earnings per common share—diluted (1) 1.91
 2.32
 2.79
 2.19
         
2016:        
Interest income $291,658
 $293,992
 $300,413
 $307,333
Interest expense 10,237
 10,656
 11,252
 10,728
Net interest income 281,421
 283,336
 289,161
 296,605
Provision for credit losses (2) 33,475
 36,746
 20,004
 16,454
Noninterest income 86,134
 112,776
 144,140
 113,502
Noninterest expense (2) 203,899
 199,939
 220,773
 235,186
Income before income tax expense 130,181
 159,427
 192,524
 158,467
Income tax expense 53,584
 65,047
 76,877
 54,825
Net income before noncontrolling interests 76,597
 94,380
 115,647
 103,642
Net loss (income) attributable to noncontrolling interests 2,577
 (1,416) (4,566) (4,176)
Net income available to common stockholders $79,174
 $92,964
 $111,081
 $99,466
Earnings per common share—basic $1.53
 $1.79
 $2.13
 $1.91
Earnings per common share—diluted 1.52
 1.78
 2.12
 1.89
(1)Included in income tax expense, net income available to common stockholders, earnings per common share-basic and earnings for common share-diluted in 2017, are tax benefits recognized associated with the adoption of ASU 2016-09, Improvements to Employee Share-Based Payment Accounting in the first quarter of 2017. This guidance was adopted on a prospective basis with no change to prior period amounts.
(2)Our consolidated statements of income for the quarterly periods in 2016 were modified from prior periods’ presentation to conform to the current period's presentation, which reflects our provision for loan losses and provision for unfunded credit commitments together as our “provision for credit losses”. In prior periods, our provision for unfunded credit commitments were reported separately as a component of noninterest expense.

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25.28.
Legal Matters
Certain lawsuits and claims arising in the ordinary course of business have been filed or are pending against us and/or our affiliates, and we may from time to time be involved in other legal or regulatory proceedings. In accordance with applicable accounting guidance, we establish accruals for all such matters, including expected settlements, when we believe it is probable that a loss has been incurred and the amount of the loss is reasonably estimable. When a loss contingency is not both probable and estimable, we do not establish an accrual. Any such loss estimates are inherently uncertain, based on currently available information and are subject to management’s judgment and various assumptions. Due to the inherent subjectivity of these estimates and unpredictability of outcomes of legal proceedings, any amounts accrued may not represent the ultimate resolution of such matters.
To the extent we believe any potential loss relating to such matters may have a material impact on our liquidity, consolidated financial position, results of operations and/or our business as a whole and is reasonably possible but not probable, we aim to

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disclose information relating to such potential loss. We also aim to disclose information relating to any material potential loss that is probable but not reasonably estimable. In such cases, where reasonably practicable, we aim to provide an estimate of loss or range of potential loss. No disclosures are generally made for any loss contingencies that are deemed to be remote.
Based upon information available to us, our review of lawsuits and claims filed or pending against us to date and consultation with our outside legal counsel, we have not recognized a material accrual liability for any such matters, nor do we currently expect that these matters will result in a material liability to the Company. However, the outcome of litigation and other legal and regulatory matters is inherently uncertain, and it is possible that one or more of such matters currently pending or threatened could have an unanticipated material adverse effect on our liquidity, consolidated financial position, results of operations and/or our business as a whole, in the future.

ITEM 9.CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSURE
None.
ITEM 9A.CONTROLS AND PROCEDURES
(a)Disclosure Controls and Procedures
Disclosure controls and procedures are the controls and other procedures that are designed to ensure that information required to be disclosed in the reports that the Company files or submits under the Securities Exchange Act of 1934, as amended, (the “Exchange Act”) is recorded, processed, summarized, and reported within the time periods specified in the SEC rules and forms. Disclosure controls and procedures include, among other things, processes, controls and procedures designed to ensure that information required to be disclosed in the reports that the Company files or submits under the Exchange Act is accumulated and communicated to management, including the Chief Executive Officer and Chief Financial Officer, as appropriate, to allow timely decisions regarding required disclosure.
The Company carried out an evaluation, under the supervision and with the participation of management, including the Chief Executive Officer and the Chief Financial Officer, of the effectiveness of the design and operation of our disclosure controls and procedures as of December 31, 2017,2019, pursuant to Exchange Act Rule 13a-15(b). Based on this evaluation, the Chief Executive Officer and Chief Financial Officer have concluded that the Company's disclosure controls and procedures were effective as of December 31, 2017.2019.
(b)Management's Report on Internal Control over Financial Reporting
Management is responsible for establishing and maintaining adequate internal control over financial reporting at the Company. Our internal control over financial reporting is a process designed under the supervision of the Chief Executive Officer and the Chief Financial Officer to provide reasonable assurance regarding the reliability of financial reporting and the preparation of the Company's financial statements for external reporting purposes in accordance with GAAP. A company's internal control over financial reporting includes policies and procedures that (i) pertain to the maintenance of records that accurately and fairly reflect, in reasonable detail, transactions and dispositions of the company's assets, (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with GAAP and that receipts and expenditures are being made only in accordance with authorization of management and the directors of the company, and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company's assets that could have a material effect on the Company's financial statements.

Because of its inherent limitations, internal control over financial reporting cannot provide absolute assurance of achieving financial reporting objectives. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
As of December 31, 2017,2019, the Company carried out an assessment, under the supervision and with the participation of the Company's management, including the Company's Chief Executive Officer and Chief Financial Officer, of the effectiveness of the Company's internal control over financial reporting pursuant to Rule 13a-15(c), as adopted by the SEC under the Exchange Act. In evaluating the effectiveness of the Company's internal control over financial reporting, management used the framework established in “Internal Control-Integrated Framework (2013),” issued by the Committee of Sponsoring Organizations of the Treadway Commission (“COSO”). Based on this assessment, management has concluded that, as of December 31, 2017,2019, the Company's internal control over financial reporting was effective.
KPMG LLP, the independent registered public accounting firm that audited the consolidated financial statements of the Company included in this Annual Report on Form 10-K, has issued an attestation report on the effectiveness of the Company’s internal control over financial reporting as of December 31, 2017.2019. The report, which expresses an unqualified opinion on the effectiveness of the Company’s internal control over financial reporting as of December 31, 2017,2019, is included in "Consolidated Financial Statements and Supplementary Data" under Part II, Item 8 of this report under the heading “Report of Independent Registered Public Accounting Firm.”
(c)    Changes in Internal Control over Financial Reporting
There were no changes in our internal control over financial reporting identified in management's evaluation during the fourth quarter of the period covered by this Annual Report on Form 10-K that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.


ITEM 9B.OTHER INFORMATION
None.



PART III.
ITEM 10.DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCE
The information set forth under the sections titled “Proposal No. 1-Election of Directors,” “Information on Executive Officers,” “Board Committees,” “Section 16(a) Beneficial Ownership Reporting Compliance” and “Corporate Governance and Board Matters” contained in the definitive proxy statement for SVB Financial's 20182020 Annual Meeting of Stockholders is incorporated herein by reference.
We have aAs of September 2019, we replaced our standalone Code of Ethics for the Principal Executive Officer and Senior Financial Officers (the “with an integrated Code of Ethics”)Conduct that applies to all of our CEO, Chief Financial Officer, Chief Accounting Officerdirectors, executive officers and other senior members of the Finance staff.financial officers as well as our U.S. employees. A copy of thisthe Code of EthicsConduct is available on our website at www.svb.com under Corporate“About Us-Investor Relations-Corporate Governance,,” or can be obtained without charge by any person requesting it. To request a copy of our Code of Ethics,Conduct, please contact ourcontact: Corporate Secretary, at: SVB Financial Group, 3003 Tasman Drive, Santa Clara, California 95054, or by telephone (408) 654-7400.
We intend to disclose any waivers from orour Code of Conduct granted to our directors, executive officers and senior financial officers, and any material substantive changes to our Code of EthicsConduct by posting such information on our website. No such waivers or substantive changes were made during fiscal year 2017.2019.
ITEM 11.EXECUTIVE COMPENSATION
The information set forth under the sections titled “Information on Executive Officers,” “Compensation Discussion and Analysis,” “Compensation for Named Executive Officers,” “Compensation for Directors,” “Compensation Committee Interlocks and Insider Participation” and “Compensation Committee Report” contained in the definitive proxy statement for SVB Financial's 20182020 Annual Meeting of Stockholders is incorporated herein by reference.
ITEM 12.SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT, AND RELATED STOCKHOLDER MATTERS
The information set forth under the sections titled “Security Ownership of Directors and Executive Officers” and “Security Ownership of Principal Stockholders” contained in the definitive proxy statement for SVB Financial's 20182020 Annual Meeting of Stockholders is incorporated herein by reference.
Our stockholders have approved each of our active equity compensation plans. The following table provides certain information as of December 31, 20172019 with respect to our equity compensation plans:
Plan category Number of securities to be issued upon exercise of outstanding options, warrants and rights (1) Weighted average exercise price of outstanding options, warrants and rights Number of securities remaining available for future issuance under equity compensation plans (2) Number of securities to be issued upon exercise of outstanding options, warrants and rights (1) Weighted average exercise price of outstanding options, warrants and rights Number of securities remaining available for future issuance under equity compensation plans (2)
Equity compensation plans approved by stockholders 808,049
 $105.68
 3,705,463
 625,407
 $169.33
 4,759,542
Equity compensation plans not approved by stockholders  n/a
  n/a
  n/a
  n/a
  n/a
  n/a
Total 808,049
 $105.68
 3,705,463
 625,407
 $169.33
 4,759,542
 
(1)Represents options granted under our 2006 Equity Incentive Plan. This number does not include securities to be issued for unvested restricted stock units of 637,667847,972 shares.
(2)Includes shares available for issuance under our 2006 Equity Incentive Plan and 1,614,3991,337,808 shares available for issuance under the 1999 Employee Stock Purchase Plan. This amount excludes securities already granted under our 2006 Equity Incentive Plan (as discussed above).
For additional information concerning our equity compensation plans, refer to Note 4—5—“Share-Based Compensation” of the “Notes to the Consolidated Financial Statements” under Part II, Item 8 of this report.
ITEM 13.CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCE
The information set forth under the sections titled “Certain Relationships and Related Transactions” and “Corporate Governance and Board Matters-Board Independence and Leadership” in the definitive proxy statement for SVB Financial's 20182020 Annual Meeting of Stockholders is incorporated herein by reference.
ITEM 14.PRINCIPAL ACCOUNTING FEES AND SERVICES
The information set forth under the section titled “Principal Audit Fees and Services” contained in the definitive proxy statement for SVB Financial's 20182020 Annual Meeting of Stockholders is incorporated herein by reference.

PART IV.
ITEM 15.EXHIBITS AND FINANCIAL STATEMENT SCHEDULES
(a)Financial Statements and Exhibits:
 Page Page
  
(1)
Financial Statements.    The following consolidated financial statements of the registrant and its subsidiaries are included in Part II Item 8:
 
Financial Statements.    The following consolidated financial statements of the registrant and its subsidiaries are included in Part II Item 8:
 
  
  
(2)
Financial Statement Schedule.   The consolidated financial statements and supplementary data are contained in Part II Item 8. All schedules other than as set forth above are omitted because of the absence of the conditions under which they are required or because the required information is included in the consolidated financial statements or related notes in Part II Item 8.
Financial Statement Schedule.   The consolidated financial statements and supplementary data are contained in Part II Item 8. All schedules other than as set forth above are omitted because of the absence of the conditions under which they are required or because the required information is included in the consolidated financial statements or related notes in Part II Item 8.
  
(3)Exhibits.  Exhibits.  



ITEM 16.FORM 10-K SUMMARY
None.

INDEX TO EXHIBITS
Exhibit
Number    
 Exhibit Description Incorporated by Reference 
 Filed
 Herewith  
Form File No. Exhibit   Filing Date 
  8-K 000-15637 3.1 May 31, 2005  
  8-K 000-15637 3.2 July 27, 2010  
  8-K 000-15637 3.3 December 8, 2008  
  8-K 000-15637 3.4 December 15, 2008  
  8-K 000-15637 4.12 November 19, 2003  
  8-K 000-15637 4.13 November 19, 2003  
  8-K 000-15637 4.14 November 19, 2003  
  8-K 000-15637 4.15 November 19, 2003  
  8-K 000-15637 4.16 November 19, 2003  
  8-K 000-15637 4.17 November 19, 2003  
  8-K 000-15637 4.18 November 19, 2003  
  8-K 000-15637 4.19 November 19, 2003  
  8-K 000-15637 4.1 September 20, 2010  
  8-K 000-15637 4.2 September 20, 2010  
  8-K 000-15637 4.2 January 29, 2015  
  8-K 000-15637 4.3 January 29, 2015  
  8-K 000-15637 10.28 September 20, 2004  
  10-K 000-15637 10.2 February 27, 2014  
  10-Q 000-15637 10.4 August 7, 2008  
  10-Q 000-15637 10.1 August 8, 2016  
  10-Q 000-15637 10.7 November 6, 2009  
  10-K 000-15637 10.6 February 26, 2016  
  10-Q 000-15637 10.1 November 6, 2015  
  8-K 000-15637 10.14 March 15, 2012  
  10-K 000-15637 10.9 February 26, 2016  
  10-Q 000-15637 10.16 August 7, 2009  
  10-Q 000-15637 10.17 August 7, 2009  
  10-Q 000-15637 10.18 August 7, 2009  
  10-Q 000-15637 10.19 August 7, 2009  
  10-Q 000-15637 10.20 August 7, 2009  
  8-K 000-15637 10.31 April 17, 2007  
  8-K/A 000-15637 10.32 May 2, 2007  

Exhibit
Number    
 Exhibit Description Incorporated by Reference 
 Filed
 Herewith  
Form File No. Exhibit   Filing Date 
  10-Q 000-15637 3.1 May 9, 2019  
  8-K 000-15637 3.2 February 20, 2019  
 

 8-A 000-15637 3.2 December 6, 2019  
  8-K 000-15637 4.1 September 20, 2010  
  8-K 000-15637 4.2 January 29, 2015  

 

 8-K 000-15637 4.2 December 9, 2019  
  8-K 000-15637 4.2 January 29, 2015  

 

         X
  8-K 000-15637 10.28 September 20, 2004  
  10-K 000-15637 10.2 February 27, 2014  
  10-Q 000-15637 10.4 August 7, 2008  
  10-Q 000-15637 10.1 August 8, 2016  
  10-Q 000-15637 10.7 November 6, 2009  
  10-Q 000-15637 10.1 August 7, 2018  
  10-K 000-15637 10.7 February 28, 2019  
  8-K 000-15637 10.14 March 15, 2012  
  10-Q 000-15637 10.1 May 10, 2016  
  10-Q 000-15637 10.16 August 7, 2009  
  10-Q 000-15637 10.17 August 7, 2009  
  10-Q 000-15637 10.18 August 7, 2009  
  10-Q 000-15637 10.19 August 7, 2009  
  10-Q 000-15637 10.20 August 7, 2009  
  8-K 000-15637 10.31 April 17, 2007  
  8-K/A 000-15637 10.32 May 2, 2007  
  10-Q 000-15637 10.23 August 7, 2009  
  10-Q 000-15637 10.24 November 10, 2008  
  10-Q 000-15637 10.27 November 10, 2008  
  10-Q 000-15637 10.26 August 7, 2008  
  8-K 000-15637 10.31 May 14, 2009  
  10-Q 000-15637 10.32 August 7, 2009  
  10-Q 000-15637 10.33 August 7, 2009  

Exhibit
Number    
 Exhibit Description Incorporated by Reference 
 Filed
 Herewith  
Form File No. Exhibit   Filing Date 

 10-Q000-1563710.23August 7, 2009
10-Q000-1563710.24November 10, 2008
10-Q000-1563710.27November 10, 2008
10-Q000-1563710.26August 7, 2008
8-K000-1563710.31May 14, 2009
10-Q000-1563710.32August 7, 2009
10-Q000-1563710.33August 7, 2009
 10-Q 000-15637 10.34 August 7, 2009  

 

 10-K 000-15637 10.33 February 27, 2014  

 

 10-K 000-15637 10.34 February 27, 2014  

 

 10-K 000-15637 10.35 February 27, 2014  
  10-K 000-15637 10.36 February 27, 2014  
  10-K 000-15637 10.37 February 27, 2014  
  10-K 000-15637 10.38 February 27, 2014  
  10-Q 000-15637 10.3 May 9, 2014  
  10-Q 000-15637 10.4 May 9, 2014  
  10-Q 000-15637 10.5 May 9, 2014  
  8-K 000-15637 10.2 January 9, 2015  
  8-K 000-15637 10.3 January 9, 2015  
  8-K 000-15637 10.4 January 9, 2015  
  8-K 000-15637 10.5 January 9, 2015  
  8-K 000-15637 10.6 January 9, 2015  
  8-K 000-15637 10.7 January 9, 2015  
  8-K 000-15637 10.8 January 9, 2015  
  10-K 000-15637 10.47 February 26, 2015  
  8-K 000-15637 10.1 May 12, 2017  
  8-K 000-15637 10.2 May 12, 2017  
          X
          X
          X
          X
          X

Exhibit
Number    
Exhibit DescriptionIncorporated by Reference
 Filed
 Herewith  
FormFile No.Exhibit  Filing Date
101.INS XBRL Instance Document         X
101.SCH XBRL Taxonomy Extension Schema Document         X
101.CAL XBRL Taxonomy Extension Calculation Linkbase Document         X
101.DEF XBRL Taxonomy Extension Definition Linkbase Document         X
101.LAB XBRL Taxonomy Extension Label Linkbase Document         X
101.PRE XBRL Taxonomy Extension Presentation Linkbase Document         X
*Denotes management contract or any compensatory plan, contract or arrangement.
+Forms applicable to grants made under the 2006 Equity Incentive Plan during 2013 and prior years.
++Forms applicable to grants made under the 2006 Equity Incentive Plan during 2014.
+++Forms applicable to grants made under the 2006 Equity Incentive Plan beginning in 2015.


SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.
 
SVB Financial Group
 
/s/ GREG W. BECKER
Greg W. Becker
President and Chief Executive Officer
Dated: February 28, 20182020

Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the registrant and in the capacities and on the dates indicated:


SignatureTitleDate
   
/s/ ROGER F. DUNBARChairman of the Board of Directors and DirectorFebruary 28, 20182020
Roger F. Dunbar 
   
/s/ GREG W. BECKERPresident, Chief Executive Officer and Director (Principal Executive Officer)February 28, 20182020
Greg W. Becker 
   
/s/ DANIEL J. BECKChief Financial Officer (Principal Financial Officer)February 28, 20182020
Daniel J. Beck 
   
/s/ KAMRAN F. HUSAINKAREN HONInterim Chief Accounting Officer (Principal Accounting Officer)February 28, 20182020
Kamran F. HusainKaren Hon 
   
/s/ ERIC A. BENHAMOUDirectorFebruary 28, 20182020
Eric A. Benhamou
/s/ DAVID M. CLAPPERDirectorFebruary 28, 2018
David M. Clapper 
   
/s/ JOHN S. CLENDENINGDirectorFebruary 28, 20182020
John S. Clendening 
   
/s/ JOEL P. FRIEDMANDirectorFebruary 28, 20182020
Joel P. Friedman 
   
/s/ LATA KRISHNANKIMBERLY A. JABALDirectorFebruary 28, 20182020
Lata KrishnanKimberly A. Jabal 
   
/s/ JEFFREY N. MAGGIONCALDADirectorFebruary 28, 20182020
Jeffrey N. Maggioncalda
/s/ KAY MATTHEWSDirectorFebruary 28, 2020
Kay Matthews 
   
/s/ MARY J. MILLERDirectorFebruary 28, 20182020
Mary J. Miller 
   
/s/ KATE D. MITCHELLDirectorFebruary 28, 20182020
Kate D. Mitchell 
   
/s/ JOHN F. ROBINSONDirectorFebruary 28, 20182020
John F. Robinson 
   
/s/ GAREN K. STAGLINDirectorFebruary 28, 20182020
Garen K. Staglin 




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