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<!-- DFIN ActiveDisclosure(SM) XBRL Linkbase Document - http://www.dfinsolutions.com/ -->
<!-- Creation Date      : 2019-05-08T21:11:32.2475689+00:00 -->
<!-- Version            : 3.4.7044.22220 -->
<!-- Package ID         : b743798e27f847698e7b1ef652e8a46c -->
<!-- Copyright (c) 2019 Donnelley Financial Solutions, Inc. All Rights Reserved. -->
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    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityCommonStockSharesOutstanding" xlink:type="locator" xlink:label="dei_EntityCommonStockSharesOutstanding" />
    <link:label xml:lang="en-US" xlink:label="dei_EntityCommonStockSharesOutstanding_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Entity Common Stock, Shares Outstanding</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityCommonStockSharesOutstanding" xlink:to="dei_EntityCommonStockSharesOutstanding_lbl" />
    <link:label xml:lang="en-US" xlink:label="dei_EntityCommonStockSharesOutstanding_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Entity Common Stock Shares Outstanding</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LandAndImprovements" xlink:type="locator" xlink:label="eprt_LandAndImprovements" />
    <link:label xml:lang="en-US" xlink:label="eprt_LandAndImprovements_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Aggregate of amounts before depreciation, as of the balance sheet date of investments in land and site improvements. Examples include, but are not limited to, land, walkways, driveways, fences, and parking lots. Excludes land held for sale.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LandAndImprovements" xlink:to="eprt_LandAndImprovements_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_BuildingAndImprovements" xlink:type="locator" xlink:label="eprt_BuildingAndImprovements" />
    <link:label xml:lang="en-US" xlink:label="eprt_BuildingAndImprovements_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Aggregate of amounts before depreciation, as of the balance sheet date of investments in building and building improvements.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_BuildingAndImprovements" xlink:to="eprt_BuildingAndImprovements_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amount before amortization, of value allocated by a lessor (acquirer) to lease agreements which exist at acquisition of a leased property and identifiable intangible asset established upon acquisition based on a favorable difference between the terms of an acquired lease and the current market terms for that lease at the acquisition date.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale" xlink:to="eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentsAtCost" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentsAtCost" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Gross amount of real estate investment property which may include the following: (1) investments in land and site improvements; (2) investments in building and building improvements; (3) lease incentives; (4) tenant allowances; (5) leasehold improvements (6) developments in-process; (7) acquired in-place leases; (8) above market lease assets (9) rental properties; and (10) other real estate investments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateInvestmentsAtCost" xlink:to="eprt_RealEstateInvestmentsAtCost_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NetInvestmentsInRealEstateRelatedAssets" xlink:type="locator" xlink:label="eprt_NetInvestmentsInRealEstateRelatedAssets" />
    <link:label xml:lang="en-US" xlink:label="eprt_NetInvestmentsInRealEstateRelatedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Net investments in real estate related assets.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NetInvestmentsInRealEstateRelatedAssets" xlink:to="eprt_NetInvestmentsInRealEstateRelatedAssets_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_StraightLineRentReceivableNet" xlink:type="locator" xlink:label="eprt_StraightLineRentReceivableNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_StraightLineRentReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Straight-line rent receivable, net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_StraightLineRentReceivableNet" xlink:to="eprt_StraightLineRentReceivableNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SecuredBorrowingsNetOfDeferredFinancingCosts" xlink:type="locator" xlink:label="eprt_SecuredBorrowingsNetOfDeferredFinancingCosts" />
    <link:label xml:lang="en-US" xlink:label="eprt_SecuredBorrowingsNetOfDeferredFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Secured borrowings, net of deferred financing costs.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SecuredBorrowingsNetOfDeferredFinancingCosts" xlink:to="eprt_SecuredBorrowingsNetOfDeferredFinancingCosts_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfFinancialPositionAbstract" xlink:type="locator" xlink:label="us-gaap_StatementOfFinancialPositionAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementOfFinancialPositionAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Of Financial Position [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementOfFinancialPositionAbstract" xlink:to="us-gaap_StatementOfFinancialPositionAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsAbstract" xlink:type="locator" xlink:label="us-gaap_AssetsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AssetsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">ASSETS</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AssetsAbstract" xlink:to="us-gaap_AssetsAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AssetsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Assets [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentsAbstract" xlink:type="locator" xlink:label="us-gaap_InvestmentsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InvestmentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investments:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InvestmentsAbstract" xlink:to="us-gaap_InvestmentsAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InvestmentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investments [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestmentPropertyAtCostAbstract" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCostAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCostAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real estate investments, at cost:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestmentPropertyAtCostAbstract" xlink:to="us-gaap_RealEstateInvestmentPropertyAtCostAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCostAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment Property At Cost [Abstract]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LandAndImprovements_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Land and improvements</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LandAndImprovements_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Land And Improvements</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_BuildingAndImprovements_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Building and improvements</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_BuildingAndImprovements_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Building And Improvements</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseIncentiveReceivable" xlink:type="locator" xlink:label="us-gaap_LeaseIncentiveReceivable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseIncentiveReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease incentives</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeaseIncentiveReceivable" xlink:to="us-gaap_LeaseIncentiveReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseIncentiveReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Incentive Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConstructionInProgressGross" xlink:type="locator" xlink:label="us-gaap_ConstructionInProgressGross" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConstructionInProgressGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Construction in progress</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConstructionInProgressGross" xlink:to="us-gaap_ConstructionInProgressGross_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConstructionInProgressGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Construction In Progress Gross</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible lease assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsGrossExcludingRealEstateHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Gross Excluding Real Estate Held For Sale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total real estate investments, at cost</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments At Cost</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentPropertyAccumulatedDepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Less: accumulated depreciation and amortization</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentPropertyAccumulatedDepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment Property Accumulated Depreciation And Amortization</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total real estate investments, net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableNet" xlink:type="locator" xlink:label="us-gaap_LoansReceivableNet" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans and direct financing lease receivables, net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansReceivableNet" xlink:to="us-gaap_LoansReceivableNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real estate investments held for sale, net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments Held For Sale Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NetInvestmentsInRealEstateRelatedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NetInvestmentsInRealEstateRelatedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Investments In Real Estate Related Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:type="locator" xlink:label="us-gaap_CashAndCashEquivalentsAtCarryingValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashAndCashEquivalentsAtCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash and cash equivalents</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:to="us-gaap_CashAndCashEquivalentsAtCarryingValue_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashAndCashEquivalentsAtCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash And Cash Equivalents At Carrying Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RestrictedCash" xlink:type="locator" xlink:label="us-gaap_RestrictedCash" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RestrictedCash_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Restricted cash</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RestrictedCash" xlink:to="us-gaap_RestrictedCash_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RestrictedCash_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Restricted Cash</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_StraightLineRentReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Straight-line rent receivable, net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_StraightLineRentReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Straight Line Rent Receivable Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrepaidExpenseAndOtherAssets" xlink:type="locator" xlink:label="us-gaap_PrepaidExpenseAndOtherAssets" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrepaidExpenseAndOtherAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prepaid expenses and other assets, net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PrepaidExpenseAndOtherAssets" xlink:to="us-gaap_PrepaidExpenseAndOtherAssets_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrepaidExpenseAndOtherAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Prepaid Expense And Other Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Assets" xlink:type="locator" xlink:label="us-gaap_Assets" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Assets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total assets</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Assets" xlink:to="us-gaap_Assets_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Assets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesAndStockholdersEquityAbstract" xlink:type="locator" xlink:label="us-gaap_LiabilitiesAndStockholdersEquityAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LiabilitiesAndStockholdersEquityAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">LIABILITIES AND EQUITY</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesAndStockholdersEquityAbstract" xlink:to="us-gaap_LiabilitiesAndStockholdersEquityAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LiabilitiesAndStockholdersEquityAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Liabilities And Stockholders Equity [Abstract]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SecuredBorrowingsNetOfDeferredFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Secured borrowings, net of deferred financing costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SecuredBorrowingsNetOfDeferredFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Secured Borrowings Net Of Deferred Financing Costs</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCredit" xlink:type="locator" xlink:label="us-gaap_LineOfCredit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revolving credit facility</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCredit" xlink:to="us-gaap_LineOfCredit_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BelowMarketLeaseNet" xlink:type="locator" xlink:label="us-gaap_BelowMarketLeaseNet" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Intangible lease liabilities, net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BelowMarketLeaseNet" xlink:to="us-gaap_BelowMarketLeaseNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableCurrentAndNoncurrent" xlink:type="locator" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Dividend payable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsPayableCurrentAndNoncurrent" xlink:to="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Payable Current And Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccruedLiabilitiesAndOtherLiabilities" xlink:type="locator" xlink:label="us-gaap_AccruedLiabilitiesAndOtherLiabilities" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccruedLiabilitiesAndOtherLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Accrued liabilities and other payables</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccruedLiabilitiesAndOtherLiabilities" xlink:to="us-gaap_AccruedLiabilitiesAndOtherLiabilities_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccruedLiabilitiesAndOtherLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Accrued Liabilities And Other Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Liabilities" xlink:type="locator" xlink:label="us-gaap_Liabilities" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Liabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total liabilities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Liabilities" xlink:to="us-gaap_Liabilities_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Liabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommitmentsAndContingencies" xlink:type="locator" xlink:label="us-gaap_CommitmentsAndContingencies" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommitmentsAndContingencies_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Commitments and contingencies (see Note 11)</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommitmentsAndContingencies" xlink:to="us-gaap_CommitmentsAndContingencies_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommitmentsAndContingencies_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Commitments And Contingencies</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityAbstract" xlink:type="locator" xlink:label="us-gaap_StockholdersEquityAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Stockholders&apos; equity:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquityAbstract" xlink:to="us-gaap_StockholdersEquityAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stockholders Equity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredStockValue" xlink:type="locator" xlink:label="us-gaap_PreferredStockValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Preferred stock, $0.01 par value; 150,000,000 authorized; none issued and outstanding as of March 31, 2019 and December 31, 2018</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Preferred Stock Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockValue" xlink:type="locator" xlink:label="us-gaap_CommonStockValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common stock, $0.01 par value; 500,000,000 authorized; 57,825,460 and 43,749,092 issued and outstanding as of March 31, 2019 and December 31, 2018, respectively</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Common Stock Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdditionalPaidInCapital" xlink:type="locator" xlink:label="us-gaap_AdditionalPaidInCapital" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdditionalPaidInCapital_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Additional paid-in capital</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdditionalPaidInCapital" xlink:to="us-gaap_AdditionalPaidInCapital_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdditionalPaidInCapital_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Additional Paid In Capital</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetainedEarningsAccumulatedDeficit" xlink:type="locator" xlink:label="us-gaap_RetainedEarningsAccumulatedDeficit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RetainedEarningsAccumulatedDeficit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Distributions in excess of cumulative earnings</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RetainedEarningsAccumulatedDeficit" xlink:to="us-gaap_RetainedEarningsAccumulatedDeficit_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RetainedEarningsAccumulatedDeficit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Retained Earnings Accumulated Deficit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquity" xlink:type="locator" xlink:label="us-gaap_StockholdersEquity" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total stockholders&apos; equity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquity" xlink:to="us-gaap_StockholdersEquity_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stockholders Equity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterest" xlink:type="locator" xlink:label="us-gaap_MinorityInterest" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-controlling interests</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MinorityInterest" xlink:to="us-gaap_MinorityInterest_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Minority Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:type="locator" xlink:label="us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total equity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest" xlink:to="us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stockholders Equity Including Portion Attributable To Noncontrolling Interest</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesAndStockholdersEquity" xlink:type="locator" xlink:label="us-gaap_LiabilitiesAndStockholdersEquity" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LiabilitiesAndStockholdersEquity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total liabilities and equity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesAndStockholdersEquity" xlink:to="us-gaap_LiabilitiesAndStockholdersEquity_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LiabilitiesAndStockholdersEquity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Liabilities And Stockholders Equity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementTable" xlink:type="locator" xlink:label="us-gaap_StatementTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Statement [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementTable" xlink:to="us-gaap_StatementTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Interest Entities</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entities By Classification Of Entity [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ClassificationOfVariableInterestEntityDomain" xlink:type="locator" xlink:label="us-gaap_ClassificationOfVariableInterestEntityDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ClassificationOfVariableInterestEntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Interest Entity, Classification</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ClassificationOfVariableInterestEntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Classification Of Variable Interest Entity [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AssetsAndLiabilitiesNotHeldByVariableInterestEntityMember" xlink:type="locator" xlink:label="eprt_AssetsAndLiabilitiesNotHeldByVariableInterestEntityMember" />
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    <link:label xml:lang="en-US" xlink:label="eprt_AssetsAndLiabilitiesNotHeldByVariableInterestEntityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Assets and Liabilities Not Held by Variable Interest Entities ("VIEs")</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Statement [Line Items]</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredStockParOrStatedValuePerShare" xlink:type="locator" xlink:label="us-gaap_PreferredStockParOrStatedValuePerShare" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockParOrStatedValuePerShare_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Preferred shares, par value per share</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockParOrStatedValuePerShare_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Preferred Stock Par Or Stated Value Per Share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PreferredStockSharesAuthorized" xlink:type="locator" xlink:label="us-gaap_PreferredStockSharesAuthorized" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Preferred shares, authorized shares</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Preferred Stock Shares Authorized</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockSharesIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Preferred Stock Shares Issued</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockSharesOutstanding_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Preferred shares, outstanding shares</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PreferredStockSharesOutstanding_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Preferred Stock Shares Outstanding</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockParOrStatedValuePerShare_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Common Stock Par Or Stated Value Per Share</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common shares, authorized shares</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Common Stock Shares Authorized</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_RevenuesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revenues:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenuesAbstract" xlink:to="us-gaap_RevenuesAbstract_lbl" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesIncomeStatementLeaseRevenue" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesIncomeStatementLeaseRevenue" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherIncome" xlink:type="locator" xlink:label="us-gaap_OtherIncome" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OtherIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other revenue</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherIncome" xlink:to="us-gaap_OtherIncome_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OtherIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Other Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Revenues" xlink:type="locator" xlink:label="us-gaap_Revenues" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Revenues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total revenues</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_Revenues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Revenues</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostsAndExpensesAbstract" xlink:type="locator" xlink:label="us-gaap_CostsAndExpensesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CostsAndExpensesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Expenses:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CostsAndExpensesAbstract" xlink:to="us-gaap_CostsAndExpensesAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CostsAndExpensesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Costs And Expenses [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestExpense" xlink:type="locator" xlink:label="us-gaap_InterestExpense" />
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    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestExpense" xlink:to="us-gaap_InterestExpense_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Interest Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GeneralAndAdministrativeExpense" xlink:type="locator" xlink:label="us-gaap_GeneralAndAdministrativeExpense" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_GeneralAndAdministrativeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">General and administrative</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GeneralAndAdministrativeExpense" xlink:to="us-gaap_GeneralAndAdministrativeExpense_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_GeneralAndAdministrativeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">General And Administrative Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfPropertyRepairsAndMaintenance" xlink:type="locator" xlink:label="us-gaap_CostOfPropertyRepairsAndMaintenance" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CostOfPropertyRepairsAndMaintenance_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property expenses</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DepreciationAndAmortization" xlink:type="locator" xlink:label="us-gaap_DepreciationAndAmortization" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Depreciation and amortization</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DepreciationAndAmortization" xlink:to="us-gaap_DepreciationAndAmortization_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Depreciation And Amortization</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetImpairmentCharges" xlink:type="locator" xlink:label="us-gaap_AssetImpairmentCharges" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AssetImpairmentCharges_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Provision for impairment of real estate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AssetImpairmentCharges" xlink:to="us-gaap_AssetImpairmentCharges_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AssetImpairmentCharges_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Asset Impairment Charges</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostsAndExpenses" xlink:type="locator" xlink:label="us-gaap_CostsAndExpenses" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CostsAndExpenses_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total expenses</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CostsAndExpenses" xlink:to="us-gaap_CostsAndExpenses_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CostsAndExpenses_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Costs And Expenses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherIncomeAbstract" xlink:type="locator" xlink:label="us-gaap_OtherIncomeAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OtherIncomeAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other operating income:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherIncomeAbstract" xlink:to="us-gaap_OtherIncomeAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OtherIncomeAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Other Income [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GainsLossesOnSalesOfInvestmentRealEstate" xlink:type="locator" xlink:label="us-gaap_GainsLossesOnSalesOfInvestmentRealEstate" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_GainsLossesOnSalesOfInvestmentRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Gain on dispositions of real estate, net</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingIncomeLoss" xlink:type="locator" xlink:label="us-gaap_OperatingIncomeLoss" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingIncomeLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Income from operations</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingIncomeLoss" xlink:to="us-gaap_OperatingIncomeLoss_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingIncomeLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Income Loss</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NonoperatingIncomeExpenseAbstract" xlink:type="locator" xlink:label="us-gaap_NonoperatingIncomeExpenseAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NonoperatingIncomeExpenseAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other income:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NonoperatingIncomeExpenseAbstract" xlink:to="us-gaap_NonoperatingIncomeExpenseAbstract_lbl" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestIncomeOther" xlink:type="locator" xlink:label="us-gaap_InterestIncomeOther" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InterestIncomeOther_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestIncomeOther" xlink:to="us-gaap_InterestIncomeOther_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InterestIncomeOther_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Interest Income Other</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments" xlink:type="locator" xlink:label="us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Loss From Continuing Operations Before Income Taxes Minority Interest And Income Loss From Equity Method Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit" xlink:type="locator" xlink:label="us-gaap_IncomeTaxExpenseBenefit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxExpenseBenefit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income tax expense</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxExpenseBenefit" xlink:to="us-gaap_IncomeTaxExpenseBenefit_lbl" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProfitLoss" xlink:type="locator" xlink:label="us-gaap_ProfitLoss" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProfitLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net income</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProfitLoss" xlink:to="us-gaap_ProfitLoss_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProfitLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Profit Loss</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAttributableToNoncontrollingInterest" xlink:type="locator" xlink:label="us-gaap_NetIncomeLossAttributableToNoncontrollingInterest" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net income attributable to stockholders and members</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLoss" xlink:to="us-gaap_NetIncomeLoss_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Income Loss</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_EarningsPerShareBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Basic net income per share</link:label>
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_MembersAccountUnitBasedCompensation" xlink:type="locator" xlink:label="eprt_MembersAccountUnitBasedCompensation" />
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_DividendsDeclaredOnCommonStockAndOperatingPartnersUnits" xlink:type="locator" xlink:label="eprt_DividendsDeclaredOnCommonStockAndOperatingPartnersUnits" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementEquityComponentsAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity Components</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementEquityComponentsAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Equity Components [Axis]</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_EquityComponentDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity Component</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_EquityComponentDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity Component [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockMember" xlink:type="locator" xlink:label="us-gaap_CommonStockMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common Stock</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockMember" xlink:to="us-gaap_CommonStockMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Common Stock [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdditionalPaidInCapitalMember" xlink:type="locator" xlink:label="us-gaap_AdditionalPaidInCapitalMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdditionalPaidInCapitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Additional Paid-in Capital</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccumulatedDistributionsInExcessOfNetIncomeMember" xlink:type="locator" xlink:label="us-gaap_AccumulatedDistributionsInExcessOfNetIncomeMember" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_NoncontrollingInterestMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-Controlling Interests</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_CapitalUnitClassBMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Class B Units</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_CapitalUnitClassBMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capital Unit Class B [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CapitalUnitClassCMember" xlink:type="locator" xlink:label="eprt_CapitalUnitClassCMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalUnitClassCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Capital unit Class C.</link:label>
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    <link:label xml:lang="en-US" xlink:label="eprt_CapitalUnitClassCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capital Unit Class C [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CapitalUnitClassDMember" xlink:type="locator" xlink:label="eprt_CapitalUnitClassDMember" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue" xlink:type="locator" xlink:label="us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Share-based compensation expense</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue" xlink:to="us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdjustmentsToAdditionalPaidInCapitalSharebasedCompensationRequisiteServicePeriodRecognitionValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Adjustments To Additional Paid In Capital Sharebased Compensation Requisite Service Period Recognition Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation" xlink:type="locator" xlink:label="us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Share-based compensation expense, shares</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation" xlink:to="us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockIssuedDuringPeriodSharesShareBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stock Issued During Period Shares Share Based Compensation</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalAccountContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalAccountContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capital Account Contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MembersAccountUnitBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unit-based compensation expense</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MembersAccountUnitBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Members Account Unit Based Compensation</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DividendsDeclaredOnCommonStockAndOperatingPartnersUnits_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Dividends declared on common stock and OP Units</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DividendsDeclaredOnCommonStockAndOperatingPartnersUnits_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Declared On Common Stock And Operating Partners Units</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProfitLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net income</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Balance</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockSharesOutstanding_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Balance, shares</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet" xlink:type="locator" xlink:label="eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization of above/below market leases and right of use assets, net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet" xlink:to="eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets" xlink:type="locator" xlink:label="eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization of deferred financing costs and other assets.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets" xlink:to="eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EquityBasedCompensation" xlink:type="locator" xlink:label="eprt_EquityBasedCompensation" />
    <link:label xml:lang="en-US" xlink:label="eprt_EquityBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Equity&#8203; based&#8203; compensation.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EquityBasedCompensation" xlink:to="eprt_EquityBasedCompensation_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts" xlink:type="locator" xlink:label="eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts" />
    <link:label xml:lang="en-US" xlink:label="eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Adjustment to rental revenue for tenant credit / allowance for doubtful accounts.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts" xlink:to="eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables" xlink:type="locator" xlink:label="eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables" />
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Proceeds from collection of loans and direct finance lease receivables.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables" xlink:to="eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PaymentsForInvestmentInConstructionInProgress" xlink:type="locator" xlink:label="eprt_PaymentsForInvestmentInConstructionInProgress" />
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForInvestmentInConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Payments&#8203; for&#8203;&#8203; investment &#8203;in construction &#8203;in progress.&#8203;</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PaymentsForInvestmentInConstructionInProgress" xlink:to="eprt_PaymentsForInvestmentInConstructionInProgress_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PaymentsForLeaseIncentives" xlink:type="locator" xlink:label="eprt_PaymentsForLeaseIncentives" />
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForLeaseIncentives_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Payments for lease incentives.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PaymentsForLeaseIncentives" xlink:to="eprt_PaymentsForLeaseIncentives_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ProceedsFromNotesPayableToRelatedParties" xlink:type="locator" xlink:label="eprt_ProceedsFromNotesPayableToRelatedParties" />
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromNotesPayableToRelatedParties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Proceeds &#8203;from &#8203;notes&#8203; payable to related parties.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ProceedsFromNotesPayableToRelatedParties" xlink:to="eprt_ProceedsFromNotesPayableToRelatedParties_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RepaymentsOfNotesPayableToRelatedParties" xlink:type="locator" xlink:label="eprt_RepaymentsOfNotesPayableToRelatedParties" />
    <link:label xml:lang="en-US" xlink:label="eprt_RepaymentsOfNotesPayableToRelatedParties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Repayments&#8203; of notes&#8203; payable to related parties.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RepaymentsOfNotesPayableToRelatedParties" xlink:to="eprt_RepaymentsOfNotesPayableToRelatedParties_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds" xlink:type="locator" xlink:label="eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds" />
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Payments for (proceeds from) debt issuance costs and refunds.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds" xlink:to="eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ContributionsFromMembersInPredecessor" xlink:type="locator" xlink:label="eprt_ContributionsFromMembersInPredecessor" />
    <link:label xml:lang="en-US" xlink:label="eprt_ContributionsFromMembersInPredecessor_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Contributions from member in predecessor.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ContributionsFromMembersInPredecessor" xlink:to="eprt_ContributionsFromMembersInPredecessor_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ReclassificationFromConstructionInProgressUponProjectCompletion" xlink:type="locator" xlink:label="eprt_ReclassificationFromConstructionInProgressUponProjectCompletion" />
    <link:label xml:lang="en-US" xlink:label="eprt_ReclassificationFromConstructionInProgressUponProjectCompletion_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Reclassification from construction in progress upon project completion.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ReclassificationFromConstructionInProgressUponProjectCompletion" xlink:to="eprt_ReclassificationFromConstructionInProgressUponProjectCompletion_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets" xlink:type="locator" xlink:label="eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets" />
    <link:label xml:lang="en-US" xlink:label="eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Non cash lease liabilities arising from recognition of right of use assets.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets" xlink:to="eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NonCashPayableAndAccruedFollowOnOfferingCosts" xlink:type="locator" xlink:label="eprt_NonCashPayableAndAccruedFollowOnOfferingCosts" />
    <link:label xml:lang="en-US" xlink:label="eprt_NonCashPayableAndAccruedFollowOnOfferingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Non-cash payable and accrued follow-on offering costs.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NonCashPayableAndAccruedFollowOnOfferingCosts" xlink:to="eprt_NonCashPayableAndAccruedFollowOnOfferingCosts_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock" xlink:type="locator" xlink:label="eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock" />
    <link:label xml:lang="en-US" xlink:label="eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Underwriters discount on capital raised through issuance of common stock.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock" xlink:to="eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NoncashPayableAndAccruedDeferredFinancingCosts" xlink:type="locator" xlink:label="eprt_NoncashPayableAndAccruedDeferredFinancingCosts" />
    <link:label xml:lang="en-US" xlink:label="eprt_NoncashPayableAndAccruedDeferredFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Noncash payable and accrued deferred financing costs.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NoncashPayableAndAccruedDeferredFinancingCosts" xlink:to="eprt_NoncashPayableAndAccruedDeferredFinancingCosts_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CashCashEquivalentsAndRestrictedCashAbstract" xlink:type="locator" xlink:label="eprt_CashCashEquivalentsAndRestrictedCashAbstract" />
    <link:label xml:lang="en-US" xlink:label="eprt_CashCashEquivalentsAndRestrictedCashAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">n/a</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CashCashEquivalentsAndRestrictedCashAbstract" xlink:to="eprt_CashCashEquivalentsAndRestrictedCashAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfCashFlowsAbstract" xlink:type="locator" xlink:label="us-gaap_StatementOfCashFlowsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementOfCashFlowsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Of Cash Flows [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementOfCashFlowsAbstract" xlink:to="us-gaap_StatementOfCashFlowsAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash flows from operating activities:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Operating Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Adjustments to reconcile net income to net cash provided by operating activities:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:to="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Adjustments To Reconcile Net Income Loss To Cash Provided By Used In Operating Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AmortizationOfLeaseIncentives" xlink:type="locator" xlink:label="us-gaap_AmortizationOfLeaseIncentives" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AmortizationOfLeaseIncentives_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization of lease incentive</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AmortizationOfLeaseIncentives" xlink:to="us-gaap_AmortizationOfLeaseIncentives_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AmortizationOfLeaseIncentives_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of Lease Incentives</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization of above/below market leases and right of use assets, net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfAboveOrBelowMarketLeasesAndRightOfUseAssetsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of Above Or Below Market Leases And Right Of Use Assets Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization of deferred financing costs and other assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfDeferredFinancingCostsAndOtherAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of Deferred Financing Costs And Other Assets</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_GainsLossesOnSalesOfInvestmentRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Gain on dispositions of real estate, net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StraightLineRent" xlink:type="locator" xlink:label="us-gaap_StraightLineRent" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StraightLineRent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Straight-line rent receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StraightLineRent" xlink:to="us-gaap_StraightLineRent_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StraightLineRent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Straight Line Rent</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EquityBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity-based compensation expense</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EquityBasedCompensation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity Based Compensation</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Adjustment to rental revenue for tenant credit/allowance for doubtful accounts</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AdjustmentToRentalRevenueForTenantCreditAllowanceForDoubtfulAccounts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Adjustment To Rental Revenue For Tenant Credit Allowance For Doubtful Accounts</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Changes in other assets and liabilities:</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets" xlink:type="locator" xlink:label="us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Prepaid expenses and other assets</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInOtherAccountsPayableAndAccruedLiabilities" xlink:type="locator" xlink:label="us-gaap_IncreaseDecreaseInOtherAccountsPayableAndAccruedLiabilities" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncreaseDecreaseInOtherAccountsPayableAndAccruedLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Accrued liabilities and other payables</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net cash provided by operating activities</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash flows from investing activities:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Investing Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromSaleOfRealEstateHeldforinvestment" xlink:type="locator" xlink:label="us-gaap_ProceedsFromSaleOfRealEstateHeldforinvestment" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromSaleOfRealEstateHeldforinvestment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from sales of investments, net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromSaleOfRealEstateHeldforinvestment" xlink:to="us-gaap_ProceedsFromSaleOfRealEstateHeldforinvestment_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromSaleOfRealEstateHeldforinvestment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Sale Of Real Estate Heldforinvestment</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Principal collections on loans and direct financing lease receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromCollectionOfLoansAndDirectFinanceLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Collection Of Loans And Direct Finance Lease Receivables</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireLoansReceivable" xlink:type="locator" xlink:label="us-gaap_PaymentsToAcquireLoansReceivable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Investments in loans receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquireLoansReceivable" xlink:to="us-gaap_PaymentsToAcquireLoansReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments To Acquire Loans Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForProceedsFromDepositsOnRealEstateAcquisitions" xlink:type="locator" xlink:label="us-gaap_PaymentsForProceedsFromDepositsOnRealEstateAcquisitions" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsForProceedsFromDepositsOnRealEstateAcquisitions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Deposits for prospective real estate investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsForProceedsFromDepositsOnRealEstateAcquisitions" xlink:to="us-gaap_PaymentsForProceedsFromDepositsOnRealEstateAcquisitions_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsForProceedsFromDepositsOnRealEstateAcquisitions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments For Proceeds From Deposits On Real Estate Acquisitions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireRealEstateHeldForInvestment" xlink:type="locator" xlink:label="us-gaap_PaymentsToAcquireRealEstateHeldForInvestment" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireRealEstateHeldForInvestment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Investment in real estate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquireRealEstateHeldForInvestment" xlink:to="us-gaap_PaymentsToAcquireRealEstateHeldForInvestment_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireRealEstateHeldForInvestment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments To Acquire Real Estate Held For Investment</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForInvestmentInConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Investment in construction in progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForInvestmentInConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments For Investment In Construction In Progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForLeaseIncentives_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Lease incentives paid</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForLeaseIncentives_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments For Lease Incentives</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireProductiveAssets" xlink:type="locator" xlink:label="us-gaap_PaymentsToAcquireProductiveAssets" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireProductiveAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Capital expenditures</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquireProductiveAssets" xlink:to="us-gaap_PaymentsToAcquireProductiveAssets_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireProductiveAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments To Acquire Productive Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net cash used in investing activities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash flows from financing activities:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Financing Activities [Abstract]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromNotesPayableToRelatedParties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from issuance of notes payable to related parties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromNotesPayableToRelatedParties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Notes Payable To Related Parties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RepaymentsOfNotesPayableToRelatedParties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Payments of principal on notes payable to related parties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RepaymentsOfNotesPayableToRelatedParties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repayments Of Notes Payable To Related Parties</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepaymentsOfSecuredDebt" xlink:type="locator" xlink:label="us-gaap_RepaymentsOfSecuredDebt" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfSecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Repayments of secured borrowings</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RepaymentsOfSecuredDebt" xlink:to="us-gaap_RepaymentsOfSecuredDebt_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfSecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repayments Of Secured Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromLinesOfCredit" xlink:type="locator" xlink:label="us-gaap_ProceedsFromLinesOfCredit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Borrowings under revolving credit facility</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Lines Of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepaymentsOfLinesOfCredit" xlink:type="locator" xlink:label="us-gaap_RepaymentsOfLinesOfCredit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Repayments under revolving credit facility</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RepaymentsOfLinesOfCredit" xlink:to="us-gaap_RepaymentsOfLinesOfCredit_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repayments Of Lines Of Credit</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Deferred financing costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PaymentsForProceedsFromDebtIssuanceCostsAndRefunds_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments For Proceeds From Debt Issuance Costs And Refunds</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ContributionsFromMembersInPredecessor_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Capital contributions by members in Predecessor</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:type="locator" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from issuance of common stock, net</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsOfDividends" xlink:type="locator" xlink:label="us-gaap_PaymentsOfDividends" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsOfDividends_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Dividends paid</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net cash provided by financing activities</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Financing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect" xlink:type="locator" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:type="locator" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Cash and cash equivalents and restricted cash, beginning of period</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:to="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash Cash Equivalents Restricted Cash And Restricted Cash Equivalents</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Cash and cash equivalents and restricted cash, end of period</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CashCashEquivalentsAndRestrictedCashAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Reconciliation of cash and cash equivalents and restricted cash:</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CashCashEquivalentsAndRestrictedCashAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash Cash Equivalents And Restricted Cash [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SupplementalCashFlowInformationAbstract" xlink:type="locator" xlink:label="us-gaap_SupplementalCashFlowInformationAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SupplementalCashFlowInformationAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Supplemental disclosure of cash flow information:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SupplementalCashFlowInformationAbstract" xlink:to="us-gaap_SupplementalCashFlowInformationAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SupplementalCashFlowInformationAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Supplemental Cash Flow Information [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestPaidNet" xlink:type="locator" xlink:label="us-gaap_InterestPaidNet" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InterestPaidNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash paid for interest, net of amounts capitalized</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestPaidNet" xlink:to="us-gaap_InterestPaidNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InterestPaidNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Interest Paid Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxesPaidNet" xlink:type="locator" xlink:label="us-gaap_IncomeTaxesPaidNet" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxesPaidNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash paid for income taxes</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxesPaidNet" xlink:to="us-gaap_IncomeTaxesPaidNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxesPaidNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Taxes Paid Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NoncashInvestingAndFinancingItemsAbstract" xlink:type="locator" xlink:label="us-gaap_NoncashInvestingAndFinancingItemsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NoncashInvestingAndFinancingItemsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-cash investing and financing activities:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NoncashInvestingAndFinancingItemsAbstract" xlink:to="us-gaap_NoncashInvestingAndFinancingItemsAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NoncashInvestingAndFinancingItemsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Noncash Investing And Financing Items [Abstract]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ReclassificationFromConstructionInProgressUponProjectCompletion_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Reclassification from construction in progress upon project completion</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ReclassificationFromConstructionInProgressUponProjectCompletion_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Reclassification From Construction In Progress Upon Project Completion</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TransferToInvestments" xlink:type="locator" xlink:label="us-gaap_TransferToInvestments" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TransferToInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-cash investments in real estate and loan receivable activity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TransferToInvestments" xlink:to="us-gaap_TransferToInvestments_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TransferToInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Transfer To Investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease liabilities arising from the recognition of right of use assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NonCashLeaseLiabilitiesArisingFromRecognitionOfRightOfUseAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Non Cash Lease Liabilities Arising From Recognition Of Right Of Use Assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NonCashPayableAndAccruedFollowOnOfferingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Payable and accrued offering costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NonCashPayableAndAccruedFollowOnOfferingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Non Cash Payable And Accrued Follow On Offering Costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Underwriters discount on capital raised through issuance of common stock</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_UnderwritersDiscountOnCapitalRaisedThroughIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Underwriters Discount On Capital Raised Through Issuance Of Common Stock</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NoncashPayableAndAccruedDeferredFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Payable and accrued deferred financing costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NoncashPayableAndAccruedDeferredFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Noncash Payable And Accrued Deferred Financing Costs</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/positiveLabel">Dividends declared</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OrganizationAndFormationActivitiesAbstract" xlink:type="locator" xlink:label="eprt_OrganizationAndFormationActivitiesAbstract" />
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationAndFormationActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">No definition available.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OrganizationAndFormationActivitiesAbstract" xlink:to="eprt_OrganizationAndFormationActivitiesAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationAndFormationActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Organization And Formation Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock" xlink:type="locator" xlink:label="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Organization</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock" xlink:to="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Organization Consolidation And Presentation Of Financial Statements Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountingPoliciesAbstract" xlink:type="locator" xlink:label="us-gaap_AccountingPoliciesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccountingPoliciesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Accounting Policies [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountingPoliciesAbstract" xlink:to="us-gaap_AccountingPoliciesAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SignificantAccountingPoliciesTextBlock" xlink:type="locator" xlink:label="us-gaap_SignificantAccountingPoliciesTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SignificantAccountingPoliciesTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Summary of Significant Accounting Policies</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SignificantAccountingPoliciesTextBlock" xlink:to="us-gaap_SignificantAccountingPoliciesTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SignificantAccountingPoliciesTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Significant Accounting Policies [Text Block]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentTextBlock" xlink:type="locator" xlink:label="invest_InvestmentTextBlock" />
    <link:label xml:lang="en-US" xlink:label="invest_InvestmentTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="invest_InvestmentTextBlock" xlink:to="invest_InvestmentTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="invest_InvestmentTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtDisclosureAbstract" xlink:type="locator" xlink:label="us-gaap_DebtDisclosureAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtDisclosureAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Disclosure [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtDisclosureAbstract" xlink:to="us-gaap_DebtDisclosureAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtTextBlock" xlink:type="locator" xlink:label="us-gaap_LongTermDebtTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unsecured Revolving Credit Facility</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtTextBlock" xlink:to="us-gaap_LongTermDebtTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtDisclosureTextBlock" xlink:type="locator" xlink:label="us-gaap_DebtDisclosureTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Secured Borrowings</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtDisclosureTextBlock" xlink:to="us-gaap_DebtDisclosureTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Disclosure [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NotesPayableToRelatedPartyDisclosureTextBlock" xlink:type="locator" xlink:label="eprt_NotesPayableToRelatedPartyDisclosureTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_NotesPayableToRelatedPartyDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">The entire disclosure for notes payable to related parties.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NotesPayableToRelatedPartyDisclosureTextBlock" xlink:to="eprt_NotesPayableToRelatedPartyDisclosureTextBlock_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionsAbstract" xlink:type="locator" xlink:label="us-gaap_RelatedPartyTransactionsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RelatedPartyTransactionsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Related Party Transactions [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RelatedPartyTransactionsAbstract" xlink:to="us-gaap_RelatedPartyTransactionsAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NotesPayableToRelatedPartyDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Notes Payable to Related Parties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NotesPayableToRelatedPartyDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Notes Payable To Related Party Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityAbstract" xlink:type="locator" xlink:label="us-gaap_EquityAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EquityAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EquityAbstract" xlink:to="us-gaap_EquityAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:type="locator" xlink:label="us-gaap_StockholdersEquityNoteDisclosureTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityNoteDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:to="us-gaap_StockholdersEquityNoteDisclosureTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockholdersEquityNoteDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stockholders Equity Note Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NoncontrollingInterestAbstract" xlink:type="locator" xlink:label="us-gaap_NoncontrollingInterestAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NoncontrollingInterestAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Noncontrolling Interest [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NoncontrollingInterestAbstract" xlink:to="us-gaap_NoncontrollingInterestAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestDisclosureTextBlock" xlink:type="locator" xlink:label="us-gaap_MinorityInterestDisclosureTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-controlling Interests</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MinorityInterestDisclosureTextBlock" xlink:to="us-gaap_MinorityInterestDisclosureTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestDisclosureTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Minority Interest Disclosure [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsTextBlock" xlink:type="locator" xlink:label="eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Disclosure of compensation related costs equity based payments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsTextBlock" xlink:to="eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsTextBlock_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsAbstract" xlink:type="locator" xlink:label="eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsAbstract" />
    <link:label xml:lang="en-US" xlink:label="eprt_DisclosureOfCompensationRelatedCostsEquityBasedPaymentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Disclosure of compensation related costs equity based payments.</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_RevenueRecognitionPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Revenue Recognition Policy [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OrganizationalCostsPolicyTextBlock" xlink:type="locator" xlink:label="eprt_OrganizationalCostsPolicyTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationalCostsPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Organizational costs.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OrganizationalCostsPolicyTextBlock" xlink:to="eprt_OrganizationalCostsPolicyTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationalCostsPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Organizational Costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationalCostsPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Organizational Costs Policy [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OfferingCostsPolicyTextBlock" xlink:type="locator" xlink:label="eprt_OfferingCostsPolicyTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_OfferingCostsPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Offering costs.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OfferingCostsPolicyTextBlock" xlink:to="eprt_OfferingCostsPolicyTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OfferingCostsPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Offering Costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OfferingCostsPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Offering Costs Policy [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenueRecognitionRealEstateTransactionsPolicy" xlink:type="locator" xlink:label="us-gaap_RevenueRecognitionRealEstateTransactionsPolicy" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RevenueRecognitionRealEstateTransactionsPolicy_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Gains and Losses on Dispositions of Real Estate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenueRecognitionRealEstateTransactionsPolicy" xlink:to="us-gaap_RevenueRecognitionRealEstateTransactionsPolicy_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RevenueRecognitionRealEstateTransactionsPolicy_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Revenue Recognition Real Estate Transactions Policy</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxPolicyTextBlock" xlink:type="locator" xlink:label="us-gaap_IncomeTaxPolicyTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Taxes</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxPolicyTextBlock" xlink:to="us-gaap_IncomeTaxPolicyTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Tax Policy [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity Based Compensation</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy" xlink:to="us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Option And Incentive Plans Policy</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConsolidationVariableInterestEntityPolicy" xlink:type="locator" xlink:label="us-gaap_ConsolidationVariableInterestEntityPolicy" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConsolidationVariableInterestEntityPolicy_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Interest Entities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConsolidationVariableInterestEntityPolicy" xlink:to="us-gaap_ConsolidationVariableInterestEntityPolicy_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConsolidationVariableInterestEntityPolicy_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Consolidation Variable Interest Entity Policy</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentReportingPolicyPolicyTextBlock" xlink:type="locator" xlink:label="us-gaap_SegmentReportingPolicyPolicyTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SegmentReportingPolicyPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Reportable Segments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SegmentReportingPolicyPolicyTextBlock" xlink:to="us-gaap_SegmentReportingPolicyPolicyTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SegmentReportingPolicyPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Segment Reporting Policy Policy [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerSharePolicyTextBlock" xlink:type="locator" xlink:label="us-gaap_EarningsPerSharePolicyTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EarningsPerSharePolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net Income Per Common Share</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EarningsPerSharePolicyTextBlock" xlink:to="us-gaap_EarningsPerSharePolicyTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EarningsPerSharePolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Earnings Per Share Policy [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:type="locator" xlink:label="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Recent Accounting Developments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:to="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">New Accounting Pronouncements Policy Policy [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock" xlink:type="locator" xlink:label="us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Reconciliation of Numerator and Denominator used in Computation of Basic and Diluted Net Income Per Share</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock" xlink:to="us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfEarningsPerShareBasicAndDilutedTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Earnings Per Share Basic And Diluted Table [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock" xlink:type="locator" xlink:label="eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Schedule of information about investment acquisition activity.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock" xlink:to="eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule of Information about Acquisition Activity</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfInformationAboutInvestmentAcquisitionActivityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Information About Investment Acquisition Activity Table [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ScheduleOfGrossInvestmentActivityTableTextBlock" xlink:type="locator" xlink:label="eprt_ScheduleOfGrossInvestmentActivityTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfGrossInvestmentActivityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Schedule of gross investment activity.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ScheduleOfGrossInvestmentActivityTableTextBlock" xlink:to="eprt_ScheduleOfGrossInvestmentActivityTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfGrossInvestmentActivityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule of Gross Investment Activity</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfGrossInvestmentActivityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Gross Investment Activity Table [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfAccountsNotesLoansAndFinancingReceivableTextBlock" xlink:type="locator" xlink:label="us-gaap_ScheduleOfAccountsNotesLoansAndFinancingReceivableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfAccountsNotesLoansAndFinancingReceivableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule of Loans Receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfAccountsNotesLoansAndFinancingReceivableTextBlock" xlink:to="us-gaap_ScheduleOfAccountsNotesLoansAndFinancingReceivableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfAccountsNotesLoansAndFinancingReceivableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Accounts Notes Loans And Financing Receivable [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfFinancingReceivablesMinimumPaymentsTableTextBlock" xlink:type="locator" xlink:label="us-gaap_ScheduleOfFinancingReceivablesMinimumPaymentsTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfFinancingReceivablesMinimumPaymentsTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scheduled Principal Payments Due to be Received under Loans Receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfFinancingReceivablesMinimumPaymentsTableTextBlock" xlink:to="us-gaap_ScheduleOfFinancingReceivablesMinimumPaymentsTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfFinancingReceivablesMinimumPaymentsTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Financing Receivables Minimum Payments Table [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock" xlink:type="locator" xlink:label="eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Direct financing lease net investment in leases.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock" xlink:to="eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule of Direct Financing Lease Receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DirectFinancingLeaseNetInvestmentInLeasesTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Direct Financing Lease Net Investment In Leases Table [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivableMaturityTableTextBlock" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivableMaturityTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivableMaturityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scheduled Future Minimum Non-cancelable Base Rental Payments Under Direct Financing Lease Receivables</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivableMaturityTableTextBlock" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivableMaturityTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivableMaturityTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Maturity Table [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock" xlink:type="locator" xlink:label="eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Schedule of real estate investments and intangible lease liabilities held for sale.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock" xlink:to="eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Activity in Real Estate Investments and Intangible Lease Liabilities Held for Sale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfRealEstateInvestmentsAndIntangibleLeaseLiabilitiesHeldForSaleTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Real Estate Investments And Intangible Lease Liabilities Held For Sale Table [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock" xlink:type="locator" xlink:label="us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule of External Customers by Geographic Areas</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock" xlink:to="us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfRevenuesFromExternalCustomersAndLongLivedAssetsByGeographicalAreasTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Revenues From External Customers And Long Lived Assets By Geographical Areas Table [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfAcquiredFiniteLivedIntangibleAssetsByMajorClassTextBlock" xlink:type="locator" xlink:label="us-gaap_ScheduleOfAcquiredFiniteLivedIntangibleAssetsByMajorClassTextBlock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfAcquiredFiniteLivedIntangibleAssetsByMajorClassTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule of Intangible Assets and Liabilities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfAcquiredFiniteLivedIntangibleAssetsByMajorClassTextBlock" xlink:to="us-gaap_ScheduleOfAcquiredFiniteLivedIntangibleAssetsByMajorClassTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfAcquiredFiniteLivedIntangibleAssetsByMajorClassTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Acquired Finite Lived Intangible Assets By Major Class [Text Block]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock" xlink:type="locator" xlink:label="eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Schedule of remaining weighted average amortization period for intangible assets and liabilities.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock" xlink:to="eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Summary of Remaining Weighted Average Amortization Period for Intangible Assets and Liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ScheduleOfRemainingWeightedAverageAmortizationPeriodForIntangibleAssetsAndLiabilitiesTableTextBlock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Remaining Weighted Average Amortization Period For Intangible Assets And Liabilities Table [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTableTextBlock" xlink:type="locator" xlink:label="us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTableTextBlock" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_SaleOfStockNameOfTransactionDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Sale of Stock</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SaleOfStockNameOfTransactionDomain" xlink:to="us-gaap_SaleOfStockNameOfTransactionDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SaleOfStockNameOfTransactionDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sale Of Stock Name Of Transaction [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IPOMember" xlink:type="locator" xlink:label="us-gaap_IPOMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IPOMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Initial Public Offering</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IPOMember" xlink:to="us-gaap_IPOMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IPOMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">I P O [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidatedEntitiesAxis" xlink:type="locator" xlink:label="srt_ConsolidatedEntitiesAxis" />
    <link:label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Consolidated Entities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_ConsolidatedEntitiesAxis" xlink:to="srt_ConsolidatedEntitiesAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Consolidated Entities [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidatedEntitiesDomain" xlink:type="locator" xlink:label="srt_ConsolidatedEntitiesDomain" />
    <link:label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Consolidated Entities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_ConsolidatedEntitiesDomain" xlink:to="srt_ConsolidatedEntitiesDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Consolidated Entities [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember" xlink:type="locator" xlink:label="eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Essential Properties Realty Trust Limited Liability Company.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember" xlink:to="eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">EPRT Holdings LLC</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustHoldingLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Essential Properties Realty Trust Holding Limited Liability Company [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_CounterpartyNameAxis" xlink:type="locator" xlink:label="srt_CounterpartyNameAxis" />
    <link:label xml:lang="en-US" xlink:label="srt_CounterpartyNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Counterparty Name</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_CounterpartyNameAxis" xlink:to="srt_CounterpartyNameAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_CounterpartyNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Counterparty Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RepurchaseAgreementCounterpartyNameDomain" xlink:type="locator" xlink:label="srt_RepurchaseAgreementCounterpartyNameDomain" />
    <link:label xml:lang="en-US" xlink:label="srt_RepurchaseAgreementCounterpartyNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Counterparty Name</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RepurchaseAgreementCounterpartyNameDomain" xlink:to="srt_RepurchaseAgreementCounterpartyNameDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_RepurchaseAgreementCounterpartyNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repurchase Agreement Counterparty Name [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EldridgeIndustriesLimitedLiabilityCompanyMember" xlink:type="locator" xlink:label="eprt_EldridgeIndustriesLimitedLiabilityCompanyMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EldridgeIndustriesLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Eldridge Industries, Limited Liability Company.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EldridgeIndustriesLimitedLiabilityCompanyMember" xlink:to="eprt_EldridgeIndustriesLimitedLiabilityCompanyMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EldridgeIndustriesLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Eldridge Industries, LLC</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EldridgeIndustriesLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Eldridge Industries Limited Liability Company [Member]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_LegalEntityAxis" xlink:type="locator" xlink:label="dei_LegalEntityAxis" />
    <link:label xml:lang="en-US" xlink:label="dei_LegalEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Legal Entity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_LegalEntityAxis" xlink:to="dei_LegalEntityAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="dei_LegalEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Legal Entity [Axis]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityDomain" xlink:type="locator" xlink:label="dei_EntityDomain" />
    <link:label xml:lang="en-US" xlink:label="dei_EntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Entity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityDomain" xlink:to="dei_EntityDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="dei_EntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Entity [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EssentialPropertiesLimitedPartnershipMember" xlink:type="locator" xlink:label="eprt_EssentialPropertiesLimitedPartnershipMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesLimitedPartnershipMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Essential Properties, L.P.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EssentialPropertiesLimitedPartnershipMember" xlink:to="eprt_EssentialPropertiesLimitedPartnershipMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesLimitedPartnershipMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Operating Partnership</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesLimitedPartnershipMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Essential Properties Limited Partnership [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrivatePlacementMember" xlink:type="locator" xlink:label="us-gaap_PrivatePlacementMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrivatePlacementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Private Placement</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PrivatePlacementMember" xlink:to="us-gaap_PrivatePlacementMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrivatePlacementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Private Placement [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FollowOnPublicOfferingMember" xlink:type="locator" xlink:label="eprt_FollowOnPublicOfferingMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_FollowOnPublicOfferingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Follow on public offering.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FollowOnPublicOfferingMember" xlink:to="eprt_FollowOnPublicOfferingMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_FollowOnPublicOfferingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Follow-On Offering</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FollowOnPublicOfferingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Follow On Public Offering [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_StonebriarHoldingsLimitedLiabilityCompanyMember" xlink:type="locator" xlink:label="eprt_StonebriarHoldingsLimitedLiabilityCompanyMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_StonebriarHoldingsLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Stonebriar Holdings LLC.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_StonebriarHoldingsLimitedLiabilityCompanyMember" xlink:to="eprt_StonebriarHoldingsLimitedLiabilityCompanyMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_StonebriarHoldingsLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Stonebriar Holdings</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_StonebriarHoldingsLimitedLiabilityCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stonebriar Holdings Limited Liability Company [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember" xlink:type="locator" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Essential properties realty trust LLC&apos;s management.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember" xlink:to="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">EPRT Management</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyManagementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Essential Properties Realty Trust Limited Liability Company Management [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementScenarioAxis" xlink:type="locator" xlink:label="us-gaap_StatementScenarioAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementScenarioAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scenario</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementScenarioAxis" xlink:to="us-gaap_StatementScenarioAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StatementScenarioAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Scenario [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScenarioUnspecifiedDomain" xlink:type="locator" xlink:label="us-gaap_ScenarioUnspecifiedDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScenarioUnspecifiedDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scenario, Unspecified</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScenarioUnspecifiedDomain" xlink:to="us-gaap_ScenarioUnspecifiedDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScenarioUnspecifiedDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Scenario Unspecified [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PredecessorMember" xlink:type="locator" xlink:label="us-gaap_PredecessorMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PredecessorMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Predecessor</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PredecessorMember" xlink:to="us-gaap_PredecessorMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PredecessorMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Predecessor [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Organization Consolidation And Presentation Of Financial Statements [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Organization Consolidation And Presentation Of Financial Statements [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharesIssuedPricePerShare" xlink:type="locator" xlink:label="us-gaap_SharesIssuedPricePerShare" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharesIssuedPricePerShare_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common stock, price per share</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesIssuedPricePerShare" xlink:to="us-gaap_SharesIssuedPricePerShare_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharesIssuedPricePerShare_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Shares Issued Price Per Share</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Proceeds from issuance of shares, net of underwriting discounts and commissions and other expenses</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany" xlink:type="locator" xlink:label="eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of units received by holding limited liability company.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany" xlink:to="eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest received in Operating Partnership</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfUnitsReceivedByHoldingLimitedLiabilityCompany_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Units Received By Holding Limited Liability Company</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PrivatePlacementShares" xlink:type="locator" xlink:label="eprt_PrivatePlacementShares" />
    <link:label xml:lang="en-US" xlink:label="eprt_PrivatePlacementShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Private placement, shares.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PrivatePlacementShares" xlink:to="eprt_PrivatePlacementShares_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod" xlink:type="locator" xlink:label="eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of OP units issued during the period.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod" xlink:to="eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfPrivatePlacement" xlink:type="locator" xlink:label="us-gaap_ProceedsFromIssuanceOfPrivatePlacement" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfPrivatePlacement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from concurrent private placement</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfPrivatePlacement" xlink:to="us-gaap_ProceedsFromIssuanceOfPrivatePlacement_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfPrivatePlacement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Issuance Of Private Placement</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrivatePlacementShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concurrent private placement of common stock, shares</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrivatePlacementShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Private Placement Shares</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Operating partnership units issued</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfOperatingPartnershipUnitsIssuedDuringPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Operating Partnership Units Issued During Period</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockSharesIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Common stock, issued shares</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares" xlink:type="locator" xlink:label="eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares" />
    <link:label xml:lang="en-US" xlink:label="eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Underwriter option&#8203; to purchase &#8203;number &#8203;of additional&#8203; shares.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares" xlink:to="eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common stock to purchase number of additional shares</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_UnderwriterOptionToPurchaseNumberOfAdditionalShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Underwriter Option To Purchase Number Of Additional Shares</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfClassesOfEquityUnitsIssued" xlink:type="locator" xlink:label="eprt_NumberOfClassesOfEquityUnitsIssued" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfClassesOfEquityUnitsIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of classes of equity units issued.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfClassesOfEquityUnitsIssued" xlink:to="eprt_NumberOfClassesOfEquityUnitsIssued_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PercentageOfOwnership" xlink:type="locator" xlink:label="eprt_PercentageOfOwnership" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of ownership.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PercentageOfOwnership" xlink:to="eprt_PercentageOfOwnership_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfClassesOfEquityUnitsIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of classes of equity units issued</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfClassesOfEquityUnitsIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Classes Of Equity Units Issued</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SaleOfStockPercentageOfOwnershipAfterTransaction" xlink:type="locator" xlink:label="us-gaap_SaleOfStockPercentageOfOwnershipAfterTransaction" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SaleOfStockPercentageOfOwnershipAfterTransaction_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Sale of stock, percentage of ownership after transaction</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SaleOfStockPercentageOfOwnershipAfterTransaction" xlink:to="us-gaap_SaleOfStockPercentageOfOwnershipAfterTransaction_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SaleOfStockPercentageOfOwnershipAfterTransaction_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sale Of Stock Percentage Of Ownership After Transaction</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of ownership</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Ownership</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PercentageOfChangeInOwnership" xlink:type="locator" xlink:label="eprt_PercentageOfChangeInOwnership" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfChangeInOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of change in ownership.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PercentageOfChangeInOwnership" xlink:to="eprt_PercentageOfChangeInOwnership_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfChangeInOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Change in ownership percentages</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfChangeInOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Change In Ownership</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PercentageOfOwnershipInterestInOperatingPartnership" xlink:type="locator" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnership" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of ownership interest in operating partnership.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PercentageOfOwnershipInterestInOperatingPartnership" xlink:to="eprt_PercentageOfOwnershipInterestInOperatingPartnership_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SummaryOfSignificantAccountingPoliciesLineItems" xlink:type="locator" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesLineItems" />
    <link:label xml:lang="en-US" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Summary of significant accounting policies.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SummaryOfSignificantAccountingPoliciesLineItems" xlink:to="eprt_SummaryOfSignificantAccountingPoliciesLineItems_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SummaryOfSignificantAccountingPoliciesTable" xlink:type="locator" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesTable" />
    <link:label xml:lang="en-US" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Summary of significant accounting policies.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SummaryOfSignificantAccountingPoliciesTable" xlink:to="eprt_SummaryOfSignificantAccountingPoliciesTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Summary Of Significant Accounting Policies [Table]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Summary Of Significant Accounting Policies [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentByTypeAxis" xlink:type="locator" xlink:label="us-gaap_PropertyPlantAndEquipmentByTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property, Plant and Equipment, Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PropertyPlantAndEquipmentByTypeAxis" xlink:to="us-gaap_PropertyPlantAndEquipmentByTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Plant And Equipment By Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentTypeDomain" xlink:type="locator" xlink:label="us-gaap_PropertyPlantAndEquipmentTypeDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property, Plant and Equipment, Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PropertyPlantAndEquipmentTypeDomain" xlink:to="us-gaap_PropertyPlantAndEquipmentTypeDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Plant And Equipment Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BuildingMember" xlink:type="locator" xlink:label="us-gaap_BuildingMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BuildingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Buildings</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BuildingMember" xlink:to="us-gaap_BuildingMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BuildingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Building [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LandImprovementsMember" xlink:type="locator" xlink:label="us-gaap_LandImprovementsMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LandImprovementsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Site Improvements</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LandImprovementsMember" xlink:to="us-gaap_LandImprovementsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LandImprovementsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Land Improvements [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeAxis" xlink:type="locator" xlink:label="us-gaap_InvestmentTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InvestmentTypeAxis" xlink:to="us-gaap_InvestmentTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeCategorizationMember" xlink:type="locator" xlink:label="us-gaap_InvestmentTypeCategorizationMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeCategorizationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InvestmentTypeCategorizationMember" xlink:to="us-gaap_InvestmentTypeCategorizationMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeCategorizationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment Type Categorization [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestmentMember" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestmentMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestmentMember" xlink:to="us-gaap_RealEstateInvestmentMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RangeAxis" xlink:type="locator" xlink:label="srt_RangeAxis" />
    <link:label xml:lang="en-US" xlink:label="srt_RangeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Range</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RangeAxis" xlink:to="srt_RangeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_RangeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Range [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RangeMember" xlink:type="locator" xlink:label="srt_RangeMember" />
    <link:label xml:lang="en-US" xlink:label="srt_RangeMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Range</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RangeMember" xlink:to="srt_RangeMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_RangeMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Range [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MaximumMember" xlink:type="locator" xlink:label="srt_MaximumMember" />
    <link:label xml:lang="en-US" xlink:label="srt_MaximumMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maximum</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MaximumMember" xlink:to="srt_MaximumMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_MaximumMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Maximum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MinimumMember" xlink:type="locator" xlink:label="srt_MinimumMember" />
    <link:label xml:lang="en-US" xlink:label="srt_MinimumMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Minimum [Member]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MinimumMember" xlink:to="srt_MinimumMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_MinimumMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Minimum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableRateAxis" xlink:type="locator" xlink:label="us-gaap_VariableRateAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableRateAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Rate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableRateAxis" xlink:to="us-gaap_VariableRateAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableRateAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Rate [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableRateDomain" xlink:type="locator" xlink:label="us-gaap_VariableRateDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableRateDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Rate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableRateDomain" xlink:to="us-gaap_VariableRateDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableRateDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Rate [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_BaseRentMember" xlink:type="locator" xlink:label="eprt_BaseRentMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_BaseRentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Base rent.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_BaseRentMember" xlink:to="eprt_BaseRentMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_BaseRentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Base Rent</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_BaseRentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Base Rent [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_StraightLineRentMember" xlink:type="locator" xlink:label="eprt_StraightLineRentMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_StraightLineRentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Straight-line rent.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_StraightLineRentMember" xlink:to="eprt_StraightLineRentMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_StraightLineRentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Straight-line Rent</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_StraightLineRentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Straight Line Rent [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxAuthorityAxis" xlink:type="locator" xlink:label="us-gaap_IncomeTaxAuthorityAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxAuthorityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Tax Authority</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxAuthorityAxis" xlink:to="us-gaap_IncomeTaxAuthorityAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxAuthorityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Tax Authority [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxAuthorityDomain" xlink:type="locator" xlink:label="us-gaap_IncomeTaxAuthorityDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxAuthorityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Tax Authority</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxAuthorityDomain" xlink:to="us-gaap_IncomeTaxAuthorityDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxAuthorityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Tax Authority [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DomesticCountryMember" xlink:type="locator" xlink:label="us-gaap_DomesticCountryMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DomesticCountryMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Federal</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DomesticCountryMember" xlink:to="us-gaap_DomesticCountryMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DomesticCountryMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Domestic Country [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StateAndLocalJurisdictionMember" xlink:type="locator" xlink:label="us-gaap_StateAndLocalJurisdictionMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StateAndLocalJurisdictionMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">State</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StateAndLocalJurisdictionMember" xlink:to="us-gaap_StateAndLocalJurisdictionMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StateAndLocalJurisdictionMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">State And Local Jurisdiction [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntityPrimaryBeneficiaryMember" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntityPrimaryBeneficiaryMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityPrimaryBeneficiaryMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Variable Interest Entities ("VIEs")</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntityPrimaryBeneficiaryMember" xlink:to="us-gaap_VariableInterestEntityPrimaryBeneficiaryMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityPrimaryBeneficiaryMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entity Primary Beneficiary [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" xlink:type="locator" xlink:label="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Receivable Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" xlink:to="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Accounts Notes Loans And Financing Receivable By Receivable Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReceivableTypeDomain" xlink:type="locator" xlink:label="us-gaap_ReceivableTypeDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ReceivableTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ReceivableTypeDomain" xlink:to="us-gaap_ReceivableTypeDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ReceivableTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Receivable Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageReceivablesMember" xlink:type="locator" xlink:label="us-gaap_MortgageReceivablesMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MortgageReceivablesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage Loan Receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MortgageReceivablesMember" xlink:to="us-gaap_MortgageReceivablesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MortgageReceivablesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Receivables [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsForNewAccountingPronouncementsAxis" xlink:type="locator" xlink:label="us-gaap_AdjustmentsForNewAccountingPronouncementsAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Adjustments for New Accounting Pronouncements</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdjustmentsForNewAccountingPronouncementsAxis" xlink:to="us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AdjustmentsForNewAccountingPronouncementsAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Adjustments For New Accounting Pronouncements [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TypeOfAdoptionMember" xlink:type="locator" xlink:label="us-gaap_TypeOfAdoptionMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TypeOfAdoptionMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Type of Adoption</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TypeOfAdoptionMember" xlink:to="us-gaap_TypeOfAdoptionMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TypeOfAdoptionMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Type Of Adoption [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountingStandardsUpdate201602Member" xlink:type="locator" xlink:label="us-gaap_AccountingStandardsUpdate201602Member" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccountingStandardsUpdate201602Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">ASU 2016-02</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountingStandardsUpdate201602Member" xlink:to="us-gaap_AccountingStandardsUpdate201602Member_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AccountingStandardsUpdate201602Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Accounting Standards Update201602 [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Summary Of Significant Accounting Policies [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SummaryOfSignificantAccountingPoliciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Summary Of Significant Accounting Policies [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of ownership interests in operating partnership</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Ownership Interest In Operating Partnership</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentUsefulLife" xlink:type="locator" xlink:label="us-gaap_PropertyPlantAndEquipmentUsefulLife" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentUsefulLife_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Estimated useful life</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PropertyPlantAndEquipmentUsefulLife" xlink:to="us-gaap_PropertyPlantAndEquipmentUsefulLife_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentUsefulLife_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Plant And Equipment Useful Life</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DepreciationDepletionAndAmortization" xlink:type="locator" xlink:label="us-gaap_DepreciationDepletionAndAmortization" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DepreciationDepletionAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Depreciation</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DepreciationDepletionAndAmortization" xlink:to="us-gaap_DepreciationDepletionAndAmortization_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DepreciationDepletionAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Depreciation Depletion And Amortization</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansAndLeasesReceivableAllowance" xlink:type="locator" xlink:label="us-gaap_LoansAndLeasesReceivableAllowance" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableAllowance_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Allowance for loan losses</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansAndLeasesReceivableAllowance" xlink:to="us-gaap_LoansAndLeasesReceivableAllowance_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableAllowance_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans And Leases Receivable Allowance</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_AssetImpairmentCharges_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Provision for impairment</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashAndCashEquivalentsAtCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Deposits</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashUninsuredAmount" xlink:type="locator" xlink:label="us-gaap_CashUninsuredAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashUninsuredAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Deposits in excess of amount insured by FDIC</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashUninsuredAmount" xlink:to="us-gaap_CashUninsuredAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CashUninsuredAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash Uninsured Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AllowanceForDoubtfulAccountsReceivable" xlink:type="locator" xlink:label="us-gaap_AllowanceForDoubtfulAccountsReceivable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AllowanceForDoubtfulAccountsReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Allowance for doubtful accounts receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AllowanceForDoubtfulAccountsReceivable" xlink:to="us-gaap_AllowanceForDoubtfulAccountsReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AllowanceForDoubtfulAccountsReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Allowance For Doubtful Accounts Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StraightLineRentAdjustments" xlink:type="locator" xlink:label="us-gaap_StraightLineRentAdjustments" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StraightLineRentAdjustments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Adjustment to rental revenue</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StraightLineRentAdjustments" xlink:to="us-gaap_StraightLineRentAdjustments_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StraightLineRentAdjustments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Straight Line Rent Adjustments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesRentExpenseContingentRentals" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesRentExpenseContingentRentals" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesRentExpenseContingentRentals_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Contingent rent</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesRentExpenseContingentRentals" xlink:to="us-gaap_OperatingLeasesRentExpenseContingentRentals_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesRentExpenseContingentRentals_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Rent Expense Contingent Rentals</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CapitalizedOfferingCosts" xlink:type="locator" xlink:label="eprt_CapitalizedOfferingCosts" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalizedOfferingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Capitalized offering costs.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CapitalizedOfferingCosts" xlink:to="eprt_CapitalizedOfferingCosts_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalizedOfferingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Capitalized offering costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalizedOfferingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capitalized Offering Costs</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PercentageOfTaxableIncomeRequireToREIT" xlink:type="locator" xlink:label="eprt_PercentageOfTaxableIncomeRequireToREIT" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfTaxableIncomeRequireToREIT_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of taxable income require to REIT.</link:label>
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_ProvisionForIncomeTax" xlink:type="locator" xlink:label="eprt_ProvisionForIncomeTax" />
    <link:label xml:lang="en-US" xlink:label="eprt_ProvisionForIncomeTax_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Provision for income tax.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ProvisionForIncomeTax" xlink:to="eprt_ProvisionForIncomeTax_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfTaxableIncomeRequireToREIT_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of taxable income require to REIT</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfTaxableIncomeRequireToREIT_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Taxable Income Require To R E I T</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProvisionForIncomeTax_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Provision for income tax</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProvisionForIncomeTax_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Provision For Income Tax</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExaminationPenaltiesAndInterestExpense" xlink:type="locator" xlink:label="us-gaap_IncomeTaxExaminationPenaltiesAndInterestExpense" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxExaminationPenaltiesAndInterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Uncertain tax positions, interest or penalties</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxExaminationPenaltiesAndInterestExpense" xlink:to="us-gaap_IncomeTaxExaminationPenaltiesAndInterestExpense_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxExaminationPenaltiesAndInterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Tax Examination Penalties And Interest Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeTaxExaminationPenaltiesAndInterestAccrued" xlink:type="locator" xlink:label="us-gaap_IncomeTaxExaminationPenaltiesAndInterestAccrued" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxExaminationPenaltiesAndInterestAccrued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Uncertain tax position, interest or penalties accrued</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxExaminationPenaltiesAndInterestAccrued" xlink:to="us-gaap_IncomeTaxExaminationPenaltiesAndInterestAccrued_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeTaxExaminationPenaltiesAndInterestAccrued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Tax Examination Penalties And Interest Accrued</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OpenTaxYear" xlink:type="locator" xlink:label="us-gaap_OpenTaxYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OpenTaxYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Open tax year</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OpenTaxYear" xlink:to="us-gaap_OpenTaxYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OpenTaxYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Open Tax Year</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfLoanReceivableAgreementsSecured" xlink:type="locator" xlink:label="eprt_NumberOfLoanReceivableAgreementsSecured" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfLoanReceivableAgreementsSecured_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of loan receivable agreements secured.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfLoanReceivableAgreementsSecured" xlink:to="eprt_NumberOfLoanReceivableAgreementsSecured_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableGrossCarryingAmount" xlink:type="locator" xlink:label="eprt_LoansReceivableGrossCarryingAmount" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable gross carrying amount.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableGrossCarryingAmount" xlink:to="eprt_LoansReceivableGrossCarryingAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Mortgage loan receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Gross Carrying Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage loan receivable, maximum loss exposure</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount" xlink:to="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entity Entity Maximum Loss Exposure Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Liabilities associated with investment</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities" xlink:to="us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityConsolidatedCarryingAmountLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entity Consolidated Carrying Amount Liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfLoanReceivableAgreementsSecured_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of loan receivable agreements secured</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfLoanReceivableAgreementsSecured_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Loan Receivable Agreements Secured</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfReportableSegments" xlink:type="locator" xlink:label="us-gaap_NumberOfReportableSegments" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NumberOfReportableSegments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of reportable segments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NumberOfReportableSegments" xlink:to="us-gaap_NumberOfReportableSegments_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NumberOfReportableSegments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Reportable Segments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockConversionBasis" xlink:type="locator" xlink:label="us-gaap_CommonStockConversionBasis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockConversionBasis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common stock, conversion basis</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockConversionBasis" xlink:to="us-gaap_CommonStockConversionBasis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockConversionBasis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Common Stock Conversion Basis</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EarningsPerShareLineItems" xlink:type="locator" xlink:label="eprt_EarningsPerShareLineItems" />
    <link:label xml:lang="en-US" xlink:label="eprt_EarningsPerShareLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Earnings per share.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EarningsPerShareLineItems" xlink:to="eprt_EarningsPerShareLineItems_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EarningsPerShareTable" xlink:type="locator" xlink:label="eprt_EarningsPerShareTable" />
    <link:label xml:lang="en-US" xlink:label="eprt_EarningsPerShareTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Earnings per share.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EarningsPerShareTable" xlink:to="eprt_EarningsPerShareTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EarningsPerShareTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Earnings Per Share [Table]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EarningsPerShareTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Earnings Per Share [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AwardTypeAxis" xlink:type="locator" xlink:label="us-gaap_AwardTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AwardTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Award Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AwardTypeAxis" xlink:to="us-gaap_AwardTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AwardTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Award Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity Award</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" xlink:to="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangements By Share Based Payment Award Award Type And Plan Name [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember" xlink:type="locator" xlink:label="eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Unvested restricted common stock and restricted stock units.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember" xlink:to="eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unvested Restricted Common Stock and RSUs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_UnvestedRestrictedCommonStockAndRestrictedStockUnitsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Unvested Restricted Common Stock And Restricted Stock Units [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PartnerCapitalComponentsAxis" xlink:type="locator" xlink:label="us-gaap_PartnerCapitalComponentsAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PartnerCapitalComponentsAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Partner Capital Components</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PartnerCapitalComponentsAxis" xlink:to="us-gaap_PartnerCapitalComponentsAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PartnerCapitalComponentsAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Partner Capital Components [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PartnerCapitalComponentsDomain" xlink:type="locator" xlink:label="us-gaap_PartnerCapitalComponentsDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PartnerCapitalComponentsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Partner Capital Components</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PartnerCapitalComponentsDomain" xlink:to="us-gaap_PartnerCapitalComponentsDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PartnerCapitalComponentsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Partner Capital Components [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OperatingPartnershipUnitMember" xlink:type="locator" xlink:label="eprt_OperatingPartnershipUnitMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Operating partnership unit.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OperatingPartnershipUnitMember" xlink:to="eprt_OperatingPartnershipUnitMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Operating Partnership Unit</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Partnership Unit [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EarningsPerShareLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Earnings Per Share [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EarningsPerShareLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Earnings Per Share [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasicAndDilutedAbstract" xlink:type="locator" xlink:label="us-gaap_EarningsPerShareBasicAndDilutedAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EarningsPerShareBasicAndDilutedAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Numerator for basic and diluted earnings per share:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EarningsPerShareBasicAndDilutedAbstract" xlink:to="us-gaap_EarningsPerShareBasicAndDilutedAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EarningsPerShareBasicAndDilutedAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Earnings Per Share Basic And Diluted [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UndistributedEarningsLossAllocatedToParticipatingSecuritiesBasic" xlink:type="locator" xlink:label="us-gaap_UndistributedEarningsLossAllocatedToParticipatingSecuritiesBasic" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_UndistributedEarningsLossAllocatedToParticipatingSecuritiesBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Less: net income allocated to unvested restricted common stock</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_UndistributedEarningsLossAllocatedToParticipatingSecuritiesBasic" xlink:to="us-gaap_UndistributedEarningsLossAllocatedToParticipatingSecuritiesBasic_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_UndistributedEarningsLossAllocatedToParticipatingSecuritiesBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Undistributed Earnings Loss Allocated To Participating Securities Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" xlink:type="locator" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net income available for common stockholders: basic</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" xlink:to="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Income Loss Available To Common Stockholders Basic</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net income attributable to non-controlling interests</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted" xlink:type="locator" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net income available for common stockholders: diluted</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted" xlink:to="us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersDiluted_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Income Loss Available To Common Stockholders Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract" xlink:type="locator" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Denominator for basic and diluted earnings per share:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract" xlink:to="us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingDilutedDisclosureItemsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Weighted Average Number Of Shares Outstanding Diluted Disclosure Items [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesIssuedBasic" xlink:type="locator" xlink:label="us-gaap_WeightedAverageNumberOfSharesIssuedBasic" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesIssuedBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Weighted average common shares outstanding</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberOfSharesIssuedBasic" xlink:to="us-gaap_WeightedAverageNumberOfSharesIssuedBasic_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesIssuedBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Weighted Average Number Of Shares Issued Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesRestrictedStock" xlink:type="locator" xlink:label="us-gaap_WeightedAverageNumberOfSharesRestrictedStock" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesRestrictedStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Less: weighted average number of shares of unvested restricted common stock</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberOfSharesRestrictedStock" xlink:to="us-gaap_WeightedAverageNumberOfSharesRestrictedStock_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesRestrictedStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Weighted Average Number Of Shares Restricted Stock</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Weighted average shares outstanding used in basic net income per share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustmentAbstract" xlink:type="locator" xlink:label="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustmentAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustmentAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Effects of dilutive securities:</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustmentAbstract" xlink:to="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustmentAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustmentAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Weighted Average Number Diluted Shares Outstanding Adjustment [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment" xlink:type="locator" xlink:label="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Dilutive securities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment" xlink:to="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Weighted Average Number Diluted Shares Outstanding Adjustment</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Weighted average shares outstanding used in diluted net income per share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseRightOfUseAsset" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseRightOfUseAsset" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseRightOfUseAsset_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Right-of-use asset</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseRightOfUseAsset" xlink:to="us-gaap_OperatingLeaseRightOfUseAsset_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseRightOfUseAsset_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Right Of Use Asset</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseLiability" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseLiability" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseLiability_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease liability</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseLiability" xlink:to="us-gaap_OperatingLeaseLiability_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseLiability_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Liability</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfPropertyDevelopmentInProgress" xlink:type="locator" xlink:label="eprt_NumberOfPropertyDevelopmentInProgress" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPropertyDevelopmentInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of property development in progress.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfPropertyDevelopmentInProgress" xlink:to="eprt_NumberOfPropertyDevelopmentInProgress_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate properties undeveloped land parcels.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels" xlink:to="eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfMortgageLoansReceivable" xlink:type="locator" xlink:label="eprt_NumberOfMortgageLoansReceivable" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfMortgageLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of mortgage loans receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfMortgageLoansReceivable" xlink:to="eprt_NumberOfMortgageLoansReceivable_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable" xlink:type="locator" xlink:label="eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of additional properties secured for mortgage loan receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable" xlink:to="eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">The number of real estate properties owned as direct financing receivables.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables" xlink:to="eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfGroundLeaseInterests" xlink:type="locator" xlink:label="eprt_NumberOfGroundLeaseInterests" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfGroundLeaseInterests_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">The number of the entity&apos;s property investments that are ground lease interests.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfGroundLeaseInterests" xlink:to="eprt_NumberOfGroundLeaseInterests_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstateSubjectToDirectFinancingLeases" xlink:type="locator" xlink:label="eprt_NumberOfRealEstateSubjectToDirectFinancingLeases" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateSubjectToDirectFinancingLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate subject to direct financing leases.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstateSubjectToDirectFinancingLeases" xlink:to="eprt_NumberOfRealEstateSubjectToDirectFinancingLeases_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable" xlink:type="locator" xlink:label="eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable" />
    <link:label xml:lang="en-US" xlink:label="eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Aggregate carrying amount of loans and direct financing lease receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable" xlink:to="eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfInvestments" xlink:type="locator" xlink:label="eprt_NumberOfInvestments" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of investments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfInvestments" xlink:to="eprt_NumberOfInvestments_lbl" />
    <link:loc xlink:href="https://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentTable" xlink:type="locator" xlink:label="invest_InvestmentTable" />
    <link:label xml:lang="en-US" xlink:label="invest_InvestmentTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="invest_InvestmentTable" xlink:to="invest_InvestmentTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="invest_InvestmentTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTypeAxis" xlink:type="locator" xlink:label="us-gaap_SubsequentEventTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTypeAxis" xlink:to="us-gaap_SubsequentEventTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTypeDomain" xlink:type="locator" xlink:label="us-gaap_SubsequentEventTypeDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTypeDomain" xlink:to="us-gaap_SubsequentEventTypeDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventMember" xlink:type="locator" xlink:label="us-gaap_SubsequentEventMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventMember" xlink:to="us-gaap_SubsequentEventMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event [Member]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentLineItems" xlink:type="locator" xlink:label="invest_InvestmentLineItems" />
    <link:label xml:lang="en-US" xlink:label="invest_InvestmentLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="invest_InvestmentLineItems" xlink:to="invest_InvestmentLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="invest_InvestmentLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfRealEstateProperties" xlink:type="locator" xlink:label="us-gaap_NumberOfRealEstateProperties" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NumberOfRealEstateProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of property locations of investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NumberOfRealEstateProperties" xlink:to="us-gaap_NumberOfRealEstateProperties_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NumberOfRealEstateProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPropertyDevelopmentInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of property development in progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPropertyDevelopmentInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Property Development In Progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of real estate properties undeveloped land parcels</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesUndevelopedLandParcels_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Undeveloped Land Parcels</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfMortgageLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of mortgage loans receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfMortgageLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Mortgage Loans Receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of additional properties secured for mortgage loan receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAdditionalPropertiesSecuredForMortgageLoanReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Additional Properties Secured For Mortgage Loan Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfRealEstatePropertiesFeeSimple" xlink:type="locator" xlink:label="us-gaap_NumberOfRealEstatePropertiesFeeSimple" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NumberOfRealEstatePropertiesFeeSimple_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of owned properties</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NumberOfRealEstatePropertiesFeeSimple" xlink:to="us-gaap_NumberOfRealEstatePropertiesFeeSimple_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NumberOfRealEstatePropertiesFeeSimple_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Fee Simple</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of properties owned as direct financing receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesDirectFinancingReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Direct Financing Receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfGroundLeaseInterests_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of ground lease interests</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfGroundLeaseInterests_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Ground Lease Interests</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateSubjectToDirectFinancingLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of real estate subject to direct financing leases</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateSubjectToDirectFinancingLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Subject To Direct Financing Leases</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestmentPropertyAtCost" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCost" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Gross acquisition cost of real estate investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestmentPropertyAtCost" xlink:to="us-gaap_RealEstateInvestmentPropertyAtCost_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment Property At Cost</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Real estate investments, at cost</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Aggregate carrying amount of loans and direct financing lease receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AggregateCarryingAmountOfLoansAndDirectFinancingLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Aggregate Carrying Amount Of Loans And Direct Financing Lease Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestmentPropertyNet" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestmentPropertyNet" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real estate investments held for sale, net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestmentPropertyNet" xlink:to="us-gaap_RealEstateInvestmentPropertyNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment Property Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Investments" xlink:type="locator" xlink:label="us-gaap_Investments" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Investments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net investments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Investments" xlink:to="us-gaap_Investments_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_Investments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investments</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity" xlink:type="locator" xlink:label="eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of acquisitions represented more than five percentage of investment activity.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity" xlink:to="eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of acquisitions represented more than five percentage of total investment activity</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAcquisitionsRepresentedMoreThanFivePercentageOfInvestmentActivity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Acquisitions Represented More Than Five Percentage Of Investment Activity</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_InvestmentsFeeInterestOwnership" xlink:type="locator" xlink:label="eprt_InvestmentsFeeInterestOwnership" />
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsFeeInterestOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Investments fee interest ownership.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_InvestmentsFeeInterestOwnership" xlink:to="eprt_InvestmentsFeeInterestOwnership_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfPropertiesAcquired" xlink:type="locator" xlink:label="eprt_NumberOfPropertiesAcquired" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of properties acquired.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfPropertiesAcquired" xlink:to="eprt_NumberOfPropertiesAcquired_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet" xlink:type="locator" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Recognized identifiable assets acquired and liabilities assumed net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet" xlink:to="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract" xlink:type="locator" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract" />
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Recognized identifiable assets acquired and liabilities assumed net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract" xlink:to="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsFeeInterestOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ownership type</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsFeeInterestOwnership_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investments Fee Interest Ownership</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of properties acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Properties Acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Allocation of Purchase Price:</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNetAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Net [Abstract]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLand_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Land and improvements</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLand_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Land</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedBuildings_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Building and improvements</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedBuildings_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Buildings</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Construction in progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Construction In Progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredLeaseholdImprovement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Leasehold improvement</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredLeaseholdImprovement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired Leasehold Improvement</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleLeaseAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible lease assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleLeaseAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Intangible Lease Assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Assets acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleLeaseLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Intangible lease liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleLeaseLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Intangible Lease Liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedTotalLabel">Liabilities assumed</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Purchase price (including acquisition costs)</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Recognized Identifiable Assets Acquired And Liabilities Assumed Net</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CapitalizedInterestExpense" xlink:type="locator" xlink:label="eprt_CapitalizedInterestExpense" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalizedInterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Capitalized interest expense.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CapitalizedInterestExpense" xlink:to="eprt_CapitalizedInterestExpense_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalizedInterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Capitalized interest expense</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalizedInterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capitalized Interest Expense</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations" xlink:type="locator" xlink:label="eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of acquisitions and additions to real investment locations.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations" xlink:to="eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfInvestmentLocationsSoldInRealEstate" xlink:type="locator" xlink:label="eprt_NumberOfInvestmentLocationsSoldInRealEstate" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsSoldInRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of investment locations sold in real estate.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfInvestmentLocationsSoldInRealEstate" xlink:to="eprt_NumberOfInvestmentLocationsSoldInRealEstate_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfInvestmentLocations" xlink:type="locator" xlink:label="eprt_NumberOfInvestmentLocations" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of investment locations.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfInvestmentLocations" xlink:to="eprt_NumberOfInvestmentLocations_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm" xlink:type="locator" xlink:label="eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of investment locations, relinquishment of properties at end of ground lease term.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm" xlink:to="eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables" xlink:type="locator" xlink:label="eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of investment locations principal collections on and settlements of loans and direct financing lease receivables.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables" xlink:to="eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestmentsAbstract" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestmentsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestmentsAbstract" xlink:to="us-gaap_RealEstateInvestmentsAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Number of Investment Locations</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Investment Locations</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of Investment Locations, Acquisitions of and additions to real estate investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfAcquisitionsAndAdditionsToRealInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Acquisitions And Additions To Real Investment Locations</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsSoldInRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Number of Investment Locations, Sales of investments in real estate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsSoldInRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Investment Locations Sold In Real Estate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Number of Investment Locations, Relinquishment of properties at end of ground lease term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Investment Locations Relinquishment Of Properties At End Of Ground Lease Term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Number of Investment Locations, Principal collections on and settlements of loans and direct financing lease receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocationsPrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Investment Locations Principal Collections On And Settlements Of Loans And Direct Financing Lease Receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfInvestmentLocations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Number of Investment Locations</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AcquisitionsAndAdditionsToRealEstateInvestments" xlink:type="locator" xlink:label="eprt_AcquisitionsAndAdditionsToRealEstateInvestments" />
    <link:label xml:lang="en-US" xlink:label="eprt_AcquisitionsAndAdditionsToRealEstateInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Acquisitions and additions to real estate investments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AcquisitionsAndAdditionsToRealEstateInvestments" xlink:to="eprt_AcquisitionsAndAdditionsToRealEstateInvestments_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SalesOfInvestmentsInRealEstate" xlink:type="locator" xlink:label="eprt_SalesOfInvestmentsInRealEstate" />
    <link:label xml:lang="en-US" xlink:label="eprt_SalesOfInvestmentsInRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Sales of investments in real estate.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SalesOfInvestmentsInRealEstate" xlink:to="eprt_SalesOfInvestmentsInRealEstate_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables" xlink:type="locator" xlink:label="eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables" />
    <link:label xml:lang="en-US" xlink:label="eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Principal collections on loans and direct financing lease receivables.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables" xlink:to="eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm" xlink:type="locator" xlink:label="eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm" />
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Investments in relinquishment of properties at end of ground lease term.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm" xlink:to="eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_InvestmentsInLoansReceivable" xlink:type="locator" xlink:label="eprt_InvestmentsInLoansReceivable" />
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsInLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Investments in loans receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_InvestmentsInLoansReceivable" xlink:to="eprt_InvestmentsInLoansReceivable_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables" xlink:type="locator" xlink:label="eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables" />
    <link:label xml:lang="en-US" xlink:label="eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Principal collections on and settlements of loans and direct financing lease receivables.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables" xlink:to="eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OtherRealEstateInvestmentsAdjustments" xlink:type="locator" xlink:label="eprt_OtherRealEstateInvestmentsAdjustments" />
    <link:label xml:lang="en-US" xlink:label="eprt_OtherRealEstateInvestmentsAdjustments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Other real estate investments adjustments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OtherRealEstateInvestmentsAdjustments" xlink:to="eprt_OtherRealEstateInvestmentsAdjustments_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Gross investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AcquisitionsAndAdditionsToRealEstateInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquisitions of and additions to real estate investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AcquisitionsAndAdditionsToRealEstateInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acquisitions And Additions To Real Estate Investments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SalesOfInvestmentsInRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Sales of investments in real estate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SalesOfInvestmentsInRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Of Investments In Real Estate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Relinquishment of properties at end of ground lease term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsInRelinquishmentOfPropertiesAtEndOfGroundLeaseTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investments In Relinquishment Of Properties At End Of Ground Lease Term</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ImpairmentOfRealEstate" xlink:type="locator" xlink:label="us-gaap_ImpairmentOfRealEstate" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ImpairmentOfRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Provisions for impairment of real estate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ImpairmentOfRealEstate" xlink:to="us-gaap_ImpairmentOfRealEstate_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ImpairmentOfRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Impairment Of Real Estate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsInLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investments in loans receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InvestmentsInLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investments In Loans Receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Principal collections on loans and direct financing lease receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrincipalCollectionsOnLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Principal Collections On Loans And Direct Financing Lease Receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Principal collections on and settlements of loans and direct financing lease receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrincipalCollectionsOnAndSettlementsOfLoansAndDirectFinancingLeaseReceivables_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Principal Collections On And Settlements Of Loans And Direct Financing Lease Receivables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OtherRealEstateInvestmentsAdjustments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OtherRealEstateInvestmentsAdjustments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Other Real Estate Investments Adjustments</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAtCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Gross investments</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IntangibleLeaseLiability" xlink:type="locator" xlink:label="eprt_IntangibleLeaseLiability" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiability_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible lease liability.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IntangibleLeaseLiability" xlink:to="eprt_IntangibleLeaseLiability_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesAcquired" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesAcquired" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate properties acquired.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesAcquired" xlink:to="eprt_NumberOfRealEstatePropertiesAcquired_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableToPurchaserOfRealEstateProperty" xlink:type="locator" xlink:label="eprt_LoansReceivableToPurchaserOfRealEstateProperty" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableToPurchaserOfRealEstateProperty_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable to purchaser of real estate property.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableToPurchaserOfRealEstateProperty" xlink:to="eprt_LoansReceivableToPurchaserOfRealEstateProperty_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PropertySecuritizedByLoanReceivableCarryingValue" xlink:type="locator" xlink:label="eprt_PropertySecuritizedByLoanReceivableCarryingValue" />
    <link:label xml:lang="en-US" xlink:label="eprt_PropertySecuritizedByLoanReceivableCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Property securitized by loan receivable carrying value.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PropertySecuritizedByLoanReceivableCarryingValue" xlink:to="eprt_PropertySecuritizedByLoanReceivableCarryingValue_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PropertySecuritizedByLoanReceivable" xlink:type="locator" xlink:label="eprt_PropertySecuritizedByLoanReceivable" />
    <link:label xml:lang="en-US" xlink:label="eprt_PropertySecuritizedByLoanReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Property securitized by loan receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PropertySecuritizedByLoanReceivable" xlink:to="eprt_PropertySecuritizedByLoanReceivable_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRealEstatePropertiesTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfRealEstatePropertiesTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfRealEstatePropertiesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Real Estate Properties [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfRealEstatePropertiesTable" xlink:to="us-gaap_ScheduleOfRealEstatePropertiesTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfRealEstatePropertiesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Real Estate Properties [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstatePropertiesAxis" xlink:type="locator" xlink:label="us-gaap_RealEstatePropertiesAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Property Ownership</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstatePropertiesAxis" xlink:to="us-gaap_RealEstatePropertiesAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Properties [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstatePropertiesDomain" xlink:type="locator" xlink:label="us-gaap_RealEstatePropertiesDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Properties</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstatePropertiesDomain" xlink:to="us-gaap_RealEstatePropertiesDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Properties [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_VacantPropertyMember" xlink:type="locator" xlink:label="eprt_VacantPropertyMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_VacantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Vacant property.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_VacantPropertyMember" xlink:to="eprt_VacantPropertyMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_VacantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Vacant Properties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_VacantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Vacant Property [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_TenantPropertyMember" xlink:type="locator" xlink:label="eprt_TenantPropertyMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_TenantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Tenant property.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_TenantPropertyMember" xlink:to="eprt_TenantPropertyMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_TenantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Tenanted Properties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_TenantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Tenant Property [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstatePropertiesLineItems" xlink:type="locator" xlink:label="us-gaap_RealEstatePropertiesLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Properties [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstatePropertiesLineItems" xlink:to="us-gaap_RealEstatePropertiesLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Properties [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiability_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible lease liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiability_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Lease Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestmentPropertyAccumulatedDepreciation" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestmentPropertyAccumulatedDepreciation" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAccumulatedDepreciation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Accumulated depreciation</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestmentPropertyAccumulatedDepreciation" xlink:to="us-gaap_RealEstateInvestmentPropertyAccumulatedDepreciation_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestmentPropertyAccumulatedDepreciation_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment Property Accumulated Depreciation</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of real estate properties acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableToPurchaserOfRealEstateProperty_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans receivable to purchaser of real estate property</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableToPurchaserOfRealEstateProperty_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable To Purchaser Of Real Estate Property</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PropertySecuritizedByLoanReceivableCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property securitized by loan receivable carrying value</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PropertySecuritizedByLoanReceivableCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Securitized By Loan Receivable Carrying Value</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PropertySecuritizedByLoanReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property securitized by loan receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PropertySecuritizedByLoanReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Securitized By Loan Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansAndLeasesReceivableGrossCarryingAmount" xlink:type="locator" xlink:label="us-gaap_LoansAndLeasesReceivableGrossCarryingAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Aggregate carrying value of loans receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansAndLeasesReceivableGrossCarryingAmount" xlink:to="us-gaap_LoansAndLeasesReceivableGrossCarryingAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans And Leases Receivable Gross Carrying Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromCollectionOfLoansReceivable" xlink:type="locator" xlink:label="us-gaap_ProceedsFromCollectionOfLoansReceivable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromCollectionOfLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from loans receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromCollectionOfLoansReceivable" xlink:to="us-gaap_ProceedsFromCollectionOfLoansReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromCollectionOfLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Collection Of Loans Receivable</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableMonthlyLevelOfPayment" xlink:type="locator" xlink:label="eprt_LoansReceivableMonthlyLevelOfPayment" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableMonthlyLevelOfPayment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable monthly level of payment.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableMonthlyLevelOfPayment" xlink:to="eprt_LoansReceivableMonthlyLevelOfPayment_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableNumberOfSecuredProperties" xlink:type="locator" xlink:label="eprt_LoansReceivableNumberOfSecuredProperties" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableNumberOfSecuredProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable number of secured properties.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableNumberOfSecuredProperties" xlink:to="eprt_LoansReceivableNumberOfSecuredProperties_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableInterestRate" xlink:type="locator" xlink:label="eprt_LoansReceivableInterestRate" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable, interest rate.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableInterestRate" xlink:to="eprt_LoansReceivableInterestRate_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableMaturityPeriod" xlink:type="locator" xlink:label="eprt_LoansReceivableMaturityPeriod" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableMaturityPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable, maturity period.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableMaturityPeriod" xlink:to="eprt_LoansReceivableMaturityPeriod_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansAndLeasesReceivableDisclosureAbstract" xlink:type="locator" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans And Leases Receivable Disclosure [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansAndLeasesReceivableDisclosureAbstract" xlink:to="us-gaap_LoansAndLeasesReceivableDisclosureAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansAndLeasesReceivableDisclosureTable" xlink:type="locator" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans And Leases Receivable Disclosure [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansAndLeasesReceivableDisclosureTable" xlink:to="us-gaap_LoansAndLeasesReceivableDisclosureTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans And Leases Receivable Disclosure [Table]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember" xlink:type="locator" xlink:label="eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage receivables due two thousand and twenty one.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember" xlink:to="eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage Loan Receivable 10 % Due at 2021</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesDueTwoThousandAndTwentyOneMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Receivables Due Two Thousand And Twenty One [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember" xlink:type="locator" xlink:label="eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage receivables seven point fifty five percent due two thousand and nineteen.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember" xlink:to="eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage Loan Receivable 7.55% Due at 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesSevenPointFiftyFiveDueTwoThousandAndNineteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Receivables Seven Point Fifty Five Due Two Thousand And Nineteen [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember" xlink:type="locator" xlink:label="eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage receivables five point two five interest due two thousand and nineteen.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember" xlink:to="eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage Loan Receivable 5.25% Due at 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MortgageReceivablesFivePointTwoFivePercentDueTwoThousandAndNineteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Receivables Five Point Two Five Percent Due Two Thousand And Nineteen [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DevelopmentConstructionLoanReceivableMember" xlink:type="locator" xlink:label="eprt_DevelopmentConstructionLoanReceivableMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_DevelopmentConstructionLoanReceivableMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Development construction loan receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_DevelopmentConstructionLoanReceivableMember" xlink:to="eprt_DevelopmentConstructionLoanReceivableMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_DevelopmentConstructionLoanReceivableMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Development Construction Loan Receivable 8.00% Due at 2058</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DevelopmentConstructionLoanReceivableMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Development Construction Loan Receivable [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansAndLeasesReceivableDisclosureLineItems" xlink:type="locator" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans Receivable Disclosure [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansAndLeasesReceivableDisclosureLineItems" xlink:to="us-gaap_LoansAndLeasesReceivableDisclosureLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LoansAndLeasesReceivableDisclosureLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans And Leases Receivable Disclosure [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableMonthlyLevelOfPayment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Monthly Payment</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableMonthlyLevelOfPayment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Monthly Level Of Payment</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableNumberOfSecuredProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of Secured Properties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableNumberOfSecuredProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Number Of Secured Properties</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest Rate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Interest Rate</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableMaturityPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maturity Date</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableMaturityPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Maturity Period</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Principal Outstanding</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm" xlink:type="locator" xlink:label="eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage property ground lease agreement renewal term.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm" xlink:to="eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement" xlink:type="locator" xlink:label="eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization schedule of loan receivable under development construction agreement.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement" xlink:to="eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage property ground lease agreement renewal term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MortgagePropertyGroundLeaseAgreementRenewalTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Property Ground Lease Agreement Renewal Term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization schedule of loan receivable under development construction agreement</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationScheduleOfLoanReceivableUnderDevelopmentConstructionAgreement_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Schedule Of Loan Receivable Under Development Construction Agreement</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear" xlink:type="locator" xlink:label="eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans principal payments due remainder of fiscal year.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear" xlink:to="eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivablePrincipalPaymentsDueYearTwo" xlink:type="locator" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearTwo" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable principal payments due year two.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivablePrincipalPaymentsDueYearTwo" xlink:to="eprt_LoansReceivablePrincipalPaymentsDueYearTwo_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivablePrincipalPaymentsDueYearThree" xlink:type="locator" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThree" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable principal payments due year three.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivablePrincipalPaymentsDueYearThree" xlink:to="eprt_LoansReceivablePrincipalPaymentsDueYearThree_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivablePrincipalPaymentsDueYearFour" xlink:type="locator" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFour" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable principal payments due year four.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivablePrincipalPaymentsDueYearFour" xlink:to="eprt_LoansReceivablePrincipalPaymentsDueYearFour_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivablePrincipalPaymentsDueYearFive" xlink:type="locator" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFive" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable principal payments due year five.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivablePrincipalPaymentsDueYearFive" xlink:to="eprt_LoansReceivablePrincipalPaymentsDueYearFive_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivablePrincipalPaymentsDueYearThereafter" xlink:type="locator" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThereafter" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable principal payments due year thereafter.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivablePrincipalPaymentsDueYearThereafter" xlink:to="eprt_LoansReceivablePrincipalPaymentsDueYearThereafter_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LoansReceivableScheduledPrincipalPaymentsDueToBeReceivedAbstract" xlink:type="locator" xlink:label="eprt_LoansReceivableScheduledPrincipalPaymentsDueToBeReceivedAbstract" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableScheduledPrincipalPaymentsDueToBeReceivedAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans receivable scheduled principal payments due to be received.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LoansReceivableScheduledPrincipalPaymentsDueToBeReceivedAbstract" xlink:to="eprt_LoansReceivableScheduledPrincipalPaymentsDueToBeReceivedAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableScheduledPrincipalPaymentsDueToBeReceivedAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Scheduled Principal Payments Due To Be Received [Abstract]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">April 1, 2019 - December 31, 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansPrincipalPaymentsDueRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Principal Payments Due Remainder Of Fiscal Year</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Principal Payments Due Year Two</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Principal Payments Due Year Three</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Principal Payments Due Year Four</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Principal Payments Due Year Five</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivablePrincipalPaymentsDueYearThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Principal Payments Due Year Thereafter</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LoansReceivableGrossCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable" xlink:type="locator" xlink:label="eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable" />
    <link:label xml:lang="en-US" xlink:label="eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Aggregate carrying amount of direct financing lease receivable.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable" xlink:to="eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Aggregate carrying amount of direct financing lease receivable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AggregateCarryingAmountOfDirectFinancingLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Aggregate Carrying Amount Of Direct Financing Lease Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetInvestmentInLeasesAbstract" xlink:type="locator" xlink:label="us-gaap_NetInvestmentInLeasesAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NetInvestmentInLeasesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Investment In Leases [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetInvestmentInLeasesAbstract" xlink:to="us-gaap_NetInvestmentInLeasesAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DirectFinancingLeaseLeaseReceivable" xlink:type="locator" xlink:label="us-gaap_DirectFinancingLeaseLeaseReceivable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Minimum lease payments receivable</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DirectFinancingLeaseLeaseReceivable" xlink:to="us-gaap_DirectFinancingLeaseLeaseReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseLeaseReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Direct Financing Lease Lease Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DirectFinancingLeaseUnguaranteedResidualAsset" xlink:type="locator" xlink:label="us-gaap_DirectFinancingLeaseUnguaranteedResidualAsset" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseUnguaranteedResidualAsset_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Estimated unguaranteed residual value of leased assets</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DirectFinancingLeaseUnguaranteedResidualAsset" xlink:to="us-gaap_DirectFinancingLeaseUnguaranteedResidualAsset_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseUnguaranteedResidualAsset_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Direct Financing Lease Unguaranteed Residual Asset</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DirectFinancingLeaseDeferredSellingProfit" xlink:type="locator" xlink:label="us-gaap_DirectFinancingLeaseDeferredSellingProfit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseDeferredSellingProfit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Unearned income from leased assets</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DirectFinancingLeaseDeferredSellingProfit" xlink:to="us-gaap_DirectFinancingLeaseDeferredSellingProfit_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseDeferredSellingProfit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Direct Financing Lease Deferred Selling Profit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DirectFinancingLeaseNetInvestmentInLease" xlink:type="locator" xlink:label="us-gaap_DirectFinancingLeaseNetInvestmentInLease" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseNetInvestmentInLease_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net investment</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DirectFinancingLeaseNetInvestmentInLease" xlink:to="us-gaap_DirectFinancingLeaseNetInvestmentInLease_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DirectFinancingLeaseNetInvestmentInLease_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Direct Financing Lease Net Investment In Lease</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedRemainderOfFiscalYear" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">April 1, 2019 - December 31, 2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedRemainderOfFiscalYear" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedRemainderOfFiscalYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received Remainder Of Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedTwoYears" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedTwoYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedTwoYears" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedTwoYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received Two Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThreeYears" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThreeYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThreeYears" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThreeYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received Three Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFourYears" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFourYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFourYears" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFourYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received Four Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFiveYears" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFiveYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFiveYears" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFiveYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received Five Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThereafter" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThereafter" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThereafter" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThereafter_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceivedThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received Thereafter</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceived" xlink:type="locator" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceived" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceived" xlink:to="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceived_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesTypeAndDirectFinancingLeasesLeaseReceivablePaymentsToBeReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Type And Direct Financing Leases Lease Receivable Payments To Be Received</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesHeldForSale" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSale" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate properties held for sale.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesHeldForSale" xlink:to="eprt_NumberOfRealEstatePropertiesHeldForSale_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate properties transfers to held for sale.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale" xlink:to="eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesHeldForSaleSold" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSaleSold" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate properties held for sale sold.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesHeldForSaleSold" xlink:to="eprt_NumberOfRealEstatePropertiesHeldForSaleSold_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed" xlink:type="locator" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate properties transfers to held and used.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed" xlink:to="eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Number of Properties, Held for sale balance</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Held For Sale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of Properties, Transfers to held for sale classification</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Transfers To Held For Sale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Number of Properties, Sales</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Held For Sale Sold</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of Properties, Transfers to held and used classification</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Properties Transfers To Held And Used</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstatePropertiesHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Number of Properties, Held for sale balance</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentsTransfersToHeldForSale" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldForSale" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate investments transfers to held for sale.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateInvestmentsTransfersToHeldForSale" xlink:to="eprt_RealEstateInvestmentsTransfersToHeldForSale_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold" xlink:type="locator" xlink:label="eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate cost of real estate properties held for sale sold.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold" xlink:to="eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentsTransfersToHeldAndUsed" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldAndUsed" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate investments transfers to held and used.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateInvestmentsTransfersToHeldAndUsed" xlink:to="eprt_RealEstateInvestmentsTransfersToHeldAndUsed_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateHeldforsale" xlink:type="locator" xlink:label="us-gaap_RealEstateHeldforsale" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateHeldforsale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Real Estate Investments, Held for sale balance</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateHeldforsale" xlink:to="us-gaap_RealEstateHeldforsale_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateHeldforsale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Heldforsale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Investments, Transfers to held for sale classification</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments Transfers To Held For Sale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Real Estate Investments, Sales</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateCostOfRealEstatePropertiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Cost Of Real Estate Properties Held For Sale Sold</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Investments, Transfers to held and used classification</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments Transfers To Held And Used</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_RealEstateHeldforsale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Real Estate Investments, Held for sale balance</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale" xlink:type="locator" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible lease liabilities transfers to held for sale.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale" xlink:to="eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IntangibleLeaseLiabilitiesHeldForSaleSold" xlink:type="locator" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleSold" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible lease liabilities held for sale sold.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IntangibleLeaseLiabilitiesHeldForSaleSold" xlink:to="eprt_IntangibleLeaseLiabilitiesHeldForSaleSold_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed" xlink:type="locator" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible lease liabilities transfers to held and used.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed" xlink:to="eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IntangibleLeaseLiabilitiesHeldForSaleNet" xlink:type="locator" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible lease liabilities held for sale, net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet" xlink:to="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedPeriodStartLabel">Intangible Lease Liabilities, Held for sale balance</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Lease Liabilities Held For Sale Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Intangible Lease Liabilities, Transfers to held for sale classification</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldForSale_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Lease Liabilities Transfers To Held For Sale</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible Lease Liabilities, Sales</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Lease Liabilities Held For Sale Sold</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible Lease Liabilities, Transfers to held and used classification</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesTransfersToHeldAndUsed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Lease Liabilities Transfers To Held And Used</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleLeaseLiabilitiesHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedPeriodEndLabel">Intangible Lease Liabilities, Held for sale balance</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateHeldForSaleNet" xlink:type="locator" xlink:label="eprt_RealEstateHeldForSaleNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate held for sale net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateHeldForSaleNet" xlink:to="eprt_RealEstateHeldForSaleNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentsTransfersToHeldForSaleNet" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldForSaleNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldForSaleNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate investments transfers to held for sale net.</link:label>
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentsTransfersToHeldAndUsedNet" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldAndUsedNet" />
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    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentsTransfersToHeldAndUsedNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments Transfers To Held And Used Net</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskByBenchmarkAxis" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskBenchmarkDomain" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskBenchmarkDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskBenchmarkDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk Benchmark</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskBenchmarkDomain" xlink:to="us-gaap_ConcentrationRiskBenchmarkDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskBenchmarkDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk Benchmark [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesRevenueNetMember" xlink:type="locator" xlink:label="us-gaap_SalesRevenueNetMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesRevenueNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Rental Revenue</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesRevenueNetMember" xlink:to="us-gaap_SalesRevenueNetMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SalesRevenueNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Revenue Net [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_StatementGeographicalAxis" xlink:type="locator" xlink:label="srt_StatementGeographicalAxis" />
    <link:label xml:lang="en-US" xlink:label="srt_StatementGeographicalAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographical</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_StatementGeographicalAxis" xlink:to="srt_StatementGeographicalAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_StatementGeographicalAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Geographical [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_SegmentGeographicalDomain" xlink:type="locator" xlink:label="srt_SegmentGeographicalDomain" />
    <link:label xml:lang="en-US" xlink:label="srt_SegmentGeographicalDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographical</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_SegmentGeographicalDomain" xlink:to="srt_SegmentGeographicalDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="srt_SegmentGeographicalDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Segment Geographical [Domain]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/stpr/2018/stpr-2018-01-31.xsd#stpr_TX" xlink:type="locator" xlink:label="stpr_TX" />
    <link:label xml:lang="en-US" xlink:label="stpr_TX_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Texas</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="stpr_TX" xlink:to="stpr_TX_lbl" />
    <link:label xml:lang="en-US" xlink:label="stpr_TX_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">TEXAS</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/stpr/2018/stpr-2018-01-31.xsd#stpr_GA" xlink:type="locator" xlink:label="stpr_GA" />
    <link:label xml:lang="en-US" xlink:label="stpr_GA_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Georgia</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="stpr_GA" xlink:to="stpr_GA_lbl" />
    <link:label xml:lang="en-US" xlink:label="stpr_GA_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">GEORGIA</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskByTypeAxis" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskByTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographic Concentration Risk</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskByTypeAxis" xlink:to="us-gaap_ConcentrationRiskByTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk By Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskTypeDomain" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskTypeDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskTypeDomain" xlink:to="us-gaap_ConcentrationRiskTypeDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GeographicConcentrationRiskMember" xlink:type="locator" xlink:label="us-gaap_GeographicConcentrationRiskMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_GeographicConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographic Concentration Risk</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GeographicConcentrationRiskMember" xlink:to="us-gaap_GeographicConcentrationRiskMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_GeographicConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Geographic Concentration Risk [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskLineItems" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskLineItems" xlink:to="us-gaap_ConcentrationRiskLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskPercentage1" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskPercentage1" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskPercentage1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration risk percentage</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskPercentage1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk Percentage1</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilitiesNet" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible liabilities net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilitiesNet" xlink:to="eprt_FiniteLivedIntangibleLiabilitiesNet_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Finite Lived Intangible Assets [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTable" xlink:to="us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfFiniteLivedIntangibleAssetsTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Finite Lived Intangible Assets [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-Lived Intangible Assets by Major Class</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsMajorClassNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Major Class Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeasesAcquiredInPlaceMember" xlink:type="locator" xlink:label="us-gaap_LeasesAcquiredInPlaceMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeasesAcquiredInPlaceMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">In-place Leases</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_LeasesAcquiredInPlaceMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Leases Acquired In Place [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IntangibleMarketLeaseAssetsMember" xlink:type="locator" xlink:label="eprt_IntangibleMarketLeaseAssetsMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleMarketLeaseAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible market lease assets.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IntangibleMarketLeaseAssetsMember" xlink:to="eprt_IntangibleMarketLeaseAssetsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleMarketLeaseAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible Market Lease Assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IntangibleMarketLeaseAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Market Lease Assets [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsLineItems" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsLineItems" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsGross" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsGross" />
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    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsGross" xlink:to="us-gaap_FiniteLivedIntangibleAssetsGross_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible assets, Accumulated Amortization</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization" xlink:to="us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Accumulated Amortization</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IntangibleAssetsNetExcludingGoodwill" xlink:type="locator" xlink:label="us-gaap_IntangibleAssetsNetExcludingGoodwill" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IntangibleAssetsNetExcludingGoodwill_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Intangible assets, Net Carrying Amount</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IntangibleAssetsNetExcludingGoodwill" xlink:to="us-gaap_IntangibleAssetsNetExcludingGoodwill_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IntangibleAssetsNetExcludingGoodwill_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Assets Net Excluding Goodwill</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible market lease liabilities, Gross Carrying Amount</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liabilities Gross</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesAccumulatedAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible market lease liabilities, Accumulated Amortization</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesAccumulatedAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liabilities Accumulated Amortization</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Intangible market lease liabilities, Net Carrying Amount</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liabilities Net</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_InPlaceLeasesRemainingAmortizationPeriod" xlink:type="locator" xlink:label="eprt_InPlaceLeasesRemainingAmortizationPeriod" />
    <link:label xml:lang="en-US" xlink:label="eprt_InPlaceLeasesRemainingAmortizationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">In-place leases remaining amortization period.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_InPlaceLeasesRemainingAmortizationPeriod" xlink:to="eprt_InPlaceLeasesRemainingAmortizationPeriod_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite-lived intangible liabilities remaining amortization period.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod" xlink:to="eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_InPlaceLeasesRemainingAmortizationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Remaining weighted average amortization period, In-place leases</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InPlaceLeasesRemainingAmortizationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">In Place Leases Remaining Amortization Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsRemainingAmortizationPeriod1" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsRemainingAmortizationPeriod1" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsRemainingAmortizationPeriod1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Total intangible assets</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsRemainingAmortizationPeriod1" xlink:to="us-gaap_FiniteLivedIntangibleAssetsRemainingAmortizationPeriod1_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsRemainingAmortizationPeriod1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Remaining Amortization Period1</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Remaining weighted average amortization period, Intangible market lease liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesRemainingAmortizationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liabilities Remaining Amortization Period</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationAccretionOfMarketLeaseAssetsNet" xlink:type="locator" xlink:label="eprt_AmortizationAccretionOfMarketLeaseAssetsNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationAccretionOfMarketLeaseAssetsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization (accretion) of market lease assets net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationAccretionOfMarketLeaseAssetsNet" xlink:to="eprt_AmortizationAccretionOfMarketLeaseAssetsNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet" xlink:type="locator" xlink:label="eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization (accretion) of market ground lease liabilities net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet" xlink:to="eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems" xlink:type="locator" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Line items represent amortization of in-place leases, amortization and accretion of above- and below-market lease assets and liabilities.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems" xlink:to="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable" xlink:type="locator" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Schedule of amortization of in-place leases, amortization and accretion of above- and below-market lease assets and liabilities.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable" xlink:to="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization Of In Place Leases Amortization And Accretion Of Above And Below Market Lease Assets And Liabilities [Table]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of In Place Leases Amortization And Accretion Of Above And Below Market Lease Assets And Liabilities [Table]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_MarketLeaseIntangiblesMember" xlink:type="locator" xlink:label="eprt_MarketLeaseIntangiblesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_MarketLeaseIntangiblesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Market lease intangibles.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_MarketLeaseIntangiblesMember" xlink:to="eprt_MarketLeaseIntangiblesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_MarketLeaseIntangiblesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Market Lease Intangibles</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MarketLeaseIntangiblesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Market Lease Intangibles [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember" xlink:type="locator" xlink:label="eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Above and below-market ground lease intangibles.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember" xlink:to="eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above and Below Market Ground Lease Intangibles</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveAndBelowMarketGroundLeaseIntangiblesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above And Below Market Ground Lease Intangibles [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementLocationAxis" xlink:type="locator" xlink:label="us-gaap_IncomeStatementLocationAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementLocationAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Statement Location</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeStatementLocationAxis" xlink:to="us-gaap_IncomeStatementLocationAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementLocationAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Statement Location [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementLocationDomain" xlink:type="locator" xlink:label="us-gaap_IncomeStatementLocationDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementLocationDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Statement Location</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeStatementLocationDomain" xlink:to="us-gaap_IncomeStatementLocationDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementLocationDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Statement Location [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RentalRevenueMember" xlink:type="locator" xlink:label="eprt_RentalRevenueMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rental revenue.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RentalRevenueMember" xlink:to="eprt_RentalRevenueMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Rental Revenue</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rental Revenue [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PropertyExpensesMember" xlink:type="locator" xlink:label="eprt_PropertyExpensesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_PropertyExpensesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Property expenses.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PropertyExpensesMember" xlink:to="eprt_PropertyExpensesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_PropertyExpensesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property Expenses</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PropertyExpensesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Expenses [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization of In-Place Leases, Amortization and Accretion of Above- and Below-Market Lease Assets and Liabilities [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationOfInPlaceLeasesAmortizationAndAccretionOfAboveAndBelowMarketLeaseAssetsAndLiabilitiesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of In Place Leases Amortization And Accretion Of Above And Below Market Lease Assets And Liabilities [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AmortizationOfIntangibleAssets" xlink:type="locator" xlink:label="us-gaap_AmortizationOfIntangibleAssets" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AmortizationOfIntangibleAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization of in-place leases</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AmortizationOfIntangibleAssets" xlink:to="us-gaap_AmortizationOfIntangibleAssets_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AmortizationOfIntangibleAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of Intangible Assets</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationAccretionOfMarketLeaseAssetsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization (accretion) of market lease intangibles, net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationAccretionOfMarketLeaseAssetsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Accretion Of Market Lease Assets Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization (accretion) of above- and below-market ground lease intangibles, net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationAccretionOfMarketGroundLeaseLiabilitiesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Accretion Of Market Ground Lease Liabilities Net</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LeasesAcquiredInPlaceAdjustmentMember" xlink:type="locator" xlink:label="eprt_LeasesAcquiredInPlaceAdjustmentMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_LeasesAcquiredInPlaceAdjustmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Leases acquired in place adjustment.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LeasesAcquiredInPlaceAdjustmentMember" xlink:to="eprt_LeasesAcquiredInPlaceAdjustmentMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_LeasesAcquiredInPlaceAdjustmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Adjustment in-place Lease</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LeasesAcquiredInPlaceAdjustmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Leases Acquired In Place Adjustment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AboveMarketLeasesMember" xlink:type="locator" xlink:label="us-gaap_AboveMarketLeasesMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AboveMarketLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above-Market Lease Assets</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AboveMarketLeasesMember" xlink:to="us-gaap_AboveMarketLeasesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AboveMarketLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above Market Leases [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmortizationExpenseMember" xlink:type="locator" xlink:label="eprt_AmortizationExpenseMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationExpenseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization expense.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmortizationExpenseMember" xlink:to="eprt_AmortizationExpenseMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationExpenseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization Expense</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmortizationExpenseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Expense [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_BelowMarketLeaseMember" xlink:type="locator" xlink:label="eprt_BelowMarketLeaseMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_BelowMarketLeaseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Below market lease.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_BelowMarketLeaseMember" xlink:to="eprt_BelowMarketLeaseMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_BelowMarketLeaseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Below-Market Lease Liabilities</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_BelowMarketLeaseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeasesAcquiredInPlaceMarketAdjustmentMember" xlink:type="locator" xlink:label="us-gaap_LeasesAcquiredInPlaceMarketAdjustmentMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeasesAcquiredInPlaceMarketAdjustmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net Adjustment in-place Lease</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeasesAcquiredInPlaceMarketAdjustmentMember" xlink:to="us-gaap_LeasesAcquiredInPlaceMarketAdjustmentMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeasesAcquiredInPlaceMarketAdjustmentMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Leases Acquired In Place Market Adjustment [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseRemainderOfFiscalYear" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, April 1 - December 31, 2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseRemainderOfFiscalYear" xlink:to="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseRemainderOfFiscalYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Amortization Expense Remainder Of Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo" xlink:to="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Amortization Expense Year Two</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearThree" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearThree" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearThree" xlink:to="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearThree_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Amortization Expense Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour" xlink:to="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Amortization Expense Year Four</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFive" xlink:type="locator" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFive" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFive" xlink:to="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FiniteLivedIntangibleAssetsAmortizationExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Amortization Expense Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BelowMarketLeaseAmortizationIncomeRemainderOfFiscalYear" xlink:type="locator" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Below market leases, amortization income, April 1 - December 31, 2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BelowMarketLeaseAmortizationIncomeRemainderOfFiscalYear" xlink:to="us-gaap_BelowMarketLeaseAmortizationIncomeRemainderOfFiscalYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease Amortization Income Remainder Of Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BelowMarketLeaseAmortizationIncomeYearTwo" xlink:type="locator" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearTwo" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Below market leases, amortization income, 2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BelowMarketLeaseAmortizationIncomeYearTwo" xlink:to="us-gaap_BelowMarketLeaseAmortizationIncomeYearTwo_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease Amortization Income Year Two</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BelowMarketLeaseAmortizationIncomeYearThree" xlink:type="locator" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearThree" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Below market leases, amortization income, 2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BelowMarketLeaseAmortizationIncomeYearThree" xlink:to="us-gaap_BelowMarketLeaseAmortizationIncomeYearThree_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease Amortization Income Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BelowMarketLeaseAmortizationIncomeYearFour" xlink:type="locator" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearFour" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Below market leases, amortization income, 2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BelowMarketLeaseAmortizationIncomeYearFour" xlink:to="us-gaap_BelowMarketLeaseAmortizationIncomeYearFour_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease Amortization Income Year Four</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BelowMarketLeaseAmortizationIncomeYearFive" xlink:type="locator" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearFive" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Below market leases, amortization income, 2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BelowMarketLeaseAmortizationIncomeYearFive" xlink:to="us-gaap_BelowMarketLeaseAmortizationIncomeYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BelowMarketLeaseAmortizationIncomeYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Below Market Lease Amortization Income Year Five</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible liabilities amortization net adjustment to property expense remainder of fiscal year.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear" xlink:to="eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible liability amortization net adjustment to property expense year two.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo" xlink:to="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible liability amortization net adjustment to property expense year three.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree" xlink:to="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible liability amortization net adjustment to property expense year four.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour" xlink:to="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible liability amortization net adjustment to property expense year five.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive" xlink:to="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Finite-lived intangible liability, amortization income, April 1 - December 31, 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilitiesAmortizationAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liabilities Amortization Adjustment To Property Expense Remainder Of Fiscal Year</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Finite-lived intangible liability, amortization income, 2020</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liability Amortization Adjustment To Property Expense Year Two</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Finite-lived intangible liability, amortization income, 2021</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liability Amortization Adjustment To Property Expense Year Three</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Finite-lived intangible liability, amortization income, 2022</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liability Amortization Adjustment To Property Expense Year Four</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible liability, amortization income, 2023</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleLiabilityAmortizationAdjustmentToPropertyExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Liability Amortization Adjustment To Property Expense Year Five</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible assets adjustment to property expense remainder of fiscal year.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear" xlink:to="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible assets adjustment to property expense year two.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo" xlink:to="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible assets adjustment to property expense year three.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree" xlink:to="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible assets adjustment to property expense year four.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour" xlink:to="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive" xlink:type="locator" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Finite lived intangible assets adjustment to property expense year five.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive" xlink:to="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, April 1 - December 31, 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Adjustment To Property Expense Remainder Of Fiscal Year</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2020</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Adjustment To Property Expense Year Two</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2021</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Adjustment To Property Expense Year Three</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2022</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Adjustment To Property Expense Year Four</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2023</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FiniteLivedIntangibleAssetsAdjustmentToPropertyExpenseYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Finite Lived Intangible Assets Adjustment To Property Expense Year Five</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RentalRevenueAdjustmentRemainderOfFiscalYear" xlink:type="locator" xlink:label="eprt_RentalRevenueAdjustmentRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rental revenue adjustment remainder of fiscal year.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RentalRevenueAdjustmentRemainderOfFiscalYear" xlink:to="eprt_RentalRevenueAdjustmentRemainderOfFiscalYear_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RentalRevenueAdjustmentYearTwo" xlink:type="locator" xlink:label="eprt_RentalRevenueAdjustmentYearTwo" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rental revenue adjustment year two.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RentalRevenueAdjustmentYearTwo" xlink:to="eprt_RentalRevenueAdjustmentYearTwo_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RentalRevenueAdjustmentYearThree" xlink:type="locator" xlink:label="eprt_RentalRevenueAdjustmentYearThree" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rental revenue adjustment year three.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RentalRevenueAdjustmentYearThree" xlink:to="eprt_RentalRevenueAdjustmentYearThree_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RentalRevenueAdjustmentYearFour" xlink:type="locator" xlink:label="eprt_RentalRevenueAdjustmentYearFour" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rental revenue adjustment year four.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RentalRevenueAdjustmentYearFour" xlink:to="eprt_RentalRevenueAdjustmentYearFour_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RentalRevenueAdjustmentYearFive" xlink:type="locator" xlink:label="eprt_RentalRevenueAdjustmentYearFive" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rental revenue adjustment year five.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RentalRevenueAdjustmentYearFive" xlink:to="eprt_RentalRevenueAdjustmentYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, Above and below market lease (assets) liabilities net adjustment to rental revenue, April 1 - December 31, 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rental Revenue Adjustment Remainder Of Fiscal Year</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2020</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rental Revenue Adjustment Year Two</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2021</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rental Revenue Adjustment Year Three</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2022</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rental Revenue Adjustment Year Four</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Finite-lived intangible assets, amortization expense, 2023</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RentalRevenueAdjustmentYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rental Revenue Adjustment Year Five</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet" xlink:type="locator" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Above and below market lease (assets) liabilities net adjustment to rental revenue remainder of fiscal year net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet" xlink:to="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo" xlink:type="locator" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Above and below market lease (assets) liabilities net adjustment to rental revenue year two.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo" xlink:to="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree" xlink:type="locator" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Above and below market lease (assets) liabilities net adjustment to rental revenue year three.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree" xlink:to="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour" xlink:type="locator" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Above and below market lease (assets) liabilities net adjustment to rental revenue year four.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour" xlink:to="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive" xlink:type="locator" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Above and below market lease (assets) liabilities net adjustment to rental revenue year five.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive" xlink:to="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above and below market lease (assets) liabilities net adjustment to rental revenue, April 1 - December 31, 2019</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueRemainderOfFiscalYearNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above Below Market Lease Assets Liabilities Net Adjustment To Rental Revenue Remainder Of Fiscal Year Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above and below market lease (assets) liabilities net adjustment to rental revenue, 2020</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above Below Market Lease Assets Liabilities Net Adjustment To Rental Revenue Year Two</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above and below market lease (assets) liabilities net adjustment to rental revenue, 2021</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above Below Market Lease Assets Liabilities Net Adjustment To Rental Revenue Year Three</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above and below market lease (assets) liabilities net adjustment to rental revenue, 2022</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above Below Market Lease Assets Liabilities Net Adjustment To Rental Revenue Year Four</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Above and below market lease (assets) liabilities net adjustment to rental revenue, 2023</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AboveBelowMarketLeaseAssetsLiabilitiesNetAdjustmentToRentalRevenueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Above Below Market Lease Assets Liabilities Net Adjustment To Rental Revenue Year Five</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstateInvestmentPropertiesAcquired" xlink:type="locator" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesAcquired" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate investment properties acquired.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstateInvestmentPropertiesAcquired" xlink:to="eprt_NumberOfRealEstateInvestmentPropertiesAcquired_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate investment including acquisition related cost.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost" xlink:to="eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress" xlink:type="locator" xlink:label="eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress" />
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Real estate investment in new and ongoing construction in progress.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress" xlink:to="eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of real estate investment properties acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Investment Properties Acquired</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Aggregate investment (including acquisition-related costs)</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentIncludingAcquisitionRelatedCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment Including Acquisition Related Cost</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment in new and ongoing construction in progress</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RealEstateInvestmentInNewAndOngoingConstructionInProgress_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investment In New And Ongoing Construction In Progress</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred" xlink:type="locator" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of real estate investment properties sold or transferred.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred" xlink:to="eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CostsIncurredInDisposalOfAssets" xlink:type="locator" xlink:label="eprt_CostsIncurredInDisposalOfAssets" />
    <link:label xml:lang="en-US" xlink:label="eprt_CostsIncurredInDisposalOfAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Costs incurred in disposal of assets.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CostsIncurredInDisposalOfAssets" xlink:to="eprt_CostsIncurredInDisposalOfAssets_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of investment properties sold or transferred</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfRealEstateInvestmentPropertiesSoldOrTransferred_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Real Estate Investment Properties Sold Or Transferred</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration" xlink:type="locator" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment, aggregate gross sales price</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration" xlink:to="us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationConsideration_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Consideration</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CostsIncurredInDisposalOfAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment, disposition costs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CostsIncurredInDisposalOfAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Costs Incurred In Disposal Of Assets</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LineOfCreditFacilityExtensionTerm" xlink:type="locator" xlink:label="eprt_LineOfCreditFacilityExtensionTerm" />
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityExtensionTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Line of credit facility, extension term.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LineOfCreditFacilityExtensionTerm" xlink:to="eprt_LineOfCreditFacilityExtensionTerm_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity" xlink:type="locator" xlink:label="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity" />
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Line of credit facility additional maximum borrowing capacity.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity" xlink:to="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityTable" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Line Of Credit Facility [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityTable" xlink:to="us-gaap_LineOfCreditFacilityTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:type="locator" xlink:label="us-gaap_CreditFacilityAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit Facility</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CreditFacilityAxis" xlink:to="us-gaap_CreditFacilityAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Credit Facility [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:type="locator" xlink:label="us-gaap_CreditFacilityDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit Facility</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CreditFacilityDomain" xlink:to="us-gaap_CreditFacilityDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Credit Facility [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SeniorUnsecuredRevolvingCreditFacilityMember" xlink:type="locator" xlink:label="eprt_SeniorUnsecuredRevolvingCreditFacilityMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_SeniorUnsecuredRevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Senior unsecured revolving credit facility.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SeniorUnsecuredRevolvingCreditFacilityMember" xlink:to="eprt_SeniorUnsecuredRevolvingCreditFacilityMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_SeniorUnsecuredRevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Senior Unsecured Revolving Credit Facility</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SeniorUnsecuredRevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Senior Unsecured Revolving Credit Facility [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:type="locator" xlink:label="us-gaap_LondonInterbankOfferedRateLIBORMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LondonInterbankOfferedRateLIBORMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">LIBOR</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:to="us-gaap_LondonInterbankOfferedRateLIBORMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LondonInterbankOfferedRateLIBORMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">London Interbank Offered Rate L I B O R [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrimeRateMember" xlink:type="locator" xlink:label="us-gaap_PrimeRateMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrimeRateMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prime Rate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PrimeRateMember" xlink:to="us-gaap_PrimeRateMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrimeRateMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Prime Rate [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BalanceSheetLocationAxis" xlink:type="locator" xlink:label="us-gaap_BalanceSheetLocationAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Balance Sheet Location</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BalanceSheetLocationAxis" xlink:to="us-gaap_BalanceSheetLocationAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Balance Sheet Location [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BalanceSheetLocationDomain" xlink:type="locator" xlink:label="us-gaap_BalanceSheetLocationDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Balance Sheet Location</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BalanceSheetLocationDomain" xlink:to="us-gaap_BalanceSheetLocationDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Balance Sheet Location [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PrepaidExpensesAndOtherCurrentAssetsMember" xlink:type="locator" xlink:label="us-gaap_PrepaidExpensesAndOtherCurrentAssetsMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrepaidExpensesAndOtherCurrentAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prepaid Expenses and Other Current Assets, Net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PrepaidExpensesAndOtherCurrentAssetsMember" xlink:to="us-gaap_PrepaidExpensesAndOtherCurrentAssetsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PrepaidExpensesAndOtherCurrentAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Prepaid Expenses And Other Current Assets [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityLineItems" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Line Of Credit Facility [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityLineItems" xlink:to="us-gaap_LineOfCreditFacilityLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Aggregate total revolving credit commitments</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:to="us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityExpirationPeriod" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityExpirationPeriod" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityExpirationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit facility term</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityExpirationPeriod" xlink:to="us-gaap_LineOfCreditFacilityExpirationPeriod_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityExpirationPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Expiration Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Annual interest rate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:to="us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Basis Spread On Variable Rate1</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityExtensionTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit facility extension term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityExtensionTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Extension Term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maximum additional availability of the facility</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Additional Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromRepaymentsOfLinesOfCredit" xlink:type="locator" xlink:label="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Borrowings or repayments under facility</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit" xlink:to="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Repayments Of Lines Of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Line of credit facility, unused borrowing capacity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:to="us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Remaining Borrowing Capacity</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_LineOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Principal balance outstanding under the facility</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredFinanceCostsNet" xlink:type="locator" xlink:label="us-gaap_DeferredFinanceCostsNet" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DeferredFinanceCostsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Total deferred finance costs, net</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DeferredFinanceCostsNet" xlink:to="us-gaap_DeferredFinanceCostsNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DeferredFinanceCostsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Deferred Finance Costs Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AmortizationOfFinancingCosts" xlink:type="locator" xlink:label="us-gaap_AmortizationOfFinancingCosts" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AmortizationOfFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest expense recorded from amortization of deferred financing costs</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AmortizationOfFinancingCosts" xlink:to="us-gaap_AmortizationOfFinancingCosts_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AmortizationOfFinancingCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of Financing Costs</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_InterestExpenseIncludingUnusedFacilityFees" xlink:type="locator" xlink:label="eprt_InterestExpenseIncludingUnusedFacilityFees" />
    <link:label xml:lang="en-US" xlink:label="eprt_InterestExpenseIncludingUnusedFacilityFees_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Interest expense including unused facility fees.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_InterestExpenseIncludingUnusedFacilityFees" xlink:to="eprt_InterestExpenseIncludingUnusedFacilityFees_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_InterestExpenseIncludingUnusedFacilityFees_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Interest expense including unused facility fees</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_InterestExpenseIncludingUnusedFacilityFees_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Interest Expense Including Unused Facility Fees</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings" xlink:type="locator" xlink:label="eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of special purpose entities formed to hold assets and issue secured borrowings.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings" xlink:to="eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentTable" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentTable" xlink:to="us-gaap_DebtInstrumentTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentAxis" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentAxis" xlink:to="us-gaap_DebtInstrumentAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentNameDomain" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentNameDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument, Name</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentNameDomain" xlink:to="us-gaap_DebtInstrumentNameDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Name [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SeriesTwoThousandSixteenOneClassANotesMember" xlink:type="locator" xlink:label="eprt_SeriesTwoThousandSixteenOneClassANotesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_SeriesTwoThousandSixteenOneClassANotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Series two thousand sixteen one class A notes.</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" xlink:type="locator" xlink:label="us-gaap_RelatedPartyTransactionsByRelatedPartyAxis" />
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    <link:label xml:lang="en-US" xlink:label="us-gaap_RelatedPartyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Related Party</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_RelatedPartyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Related Party [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SeriesTwoThousandSeventeenOneClassANotesMember" xlink:type="locator" xlink:label="eprt_SeriesTwoThousandSeventeenOneClassANotesMember" />
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_SeriesTwoThousandSeventeenOneClassBNotesMember" xlink:type="locator" xlink:label="eprt_SeriesTwoThousandSeventeenOneClassBNotesMember" />
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_SeriesTwoThousandSixteenOneNotesMember" xlink:type="locator" xlink:label="eprt_SeriesTwoThousandSixteenOneNotesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_SeriesTwoThousandSixteenOneNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Series two thousand sixteen one notes.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SeriesTwoThousandSixteenOneNotesMember" xlink:to="eprt_SeriesTwoThousandSixteenOneNotesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_SeriesTwoThousandSixteenOneNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Series 2016-1 Notes</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SeriesTwoThousandSixteenOneNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Series Two Thousand Sixteen One Notes [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FinancialInstrumentAxis" xlink:type="locator" xlink:label="us-gaap_FinancialInstrumentAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FinancialInstrumentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Financial Instrument</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinancialInstrumentAxis" xlink:to="us-gaap_FinancialInstrumentAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FinancialInstrumentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Financial Instrument [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TransfersAndServicingOfFinancialInstrumentsTypesOfFinancialInstrumentsDomain" xlink:type="locator" xlink:label="us-gaap_TransfersAndServicingOfFinancialInstrumentsTypesOfFinancialInstrumentsDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TransfersAndServicingOfFinancialInstrumentsTypesOfFinancialInstrumentsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Financial Instruments</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_TransfersAndServicingOfFinancialInstrumentsTypesOfFinancialInstrumentsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Transfers And Servicing Of Financial Instruments Types Of Financial Instruments [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_USTreasurySecuritiesMember" xlink:type="locator" xlink:label="us-gaap_USTreasurySecuritiesMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_USTreasurySecuritiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">U.S. Treasury Securities</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_USTreasurySecuritiesMember" xlink:to="us-gaap_USTreasurySecuritiesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_USTreasurySecuritiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">U S Treasury Securities [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SeriesTwoThousandSeventeenOneNotesMember" xlink:type="locator" xlink:label="eprt_SeriesTwoThousandSeventeenOneNotesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_SeriesTwoThousandSeventeenOneNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Series two thousand seventeen one notes.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SeriesTwoThousandSeventeenOneNotesMember" xlink:to="eprt_SeriesTwoThousandSeventeenOneNotesMember_lbl" />
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    <link:label xml:lang="en-US" xlink:label="eprt_SeriesTwoThousandSeventeenOneNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Series Two Thousand Seventeen One Notes [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentLineItems" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentLineItems" xlink:to="us-gaap_DebtInstrumentLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentFaceAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentFaceAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Notes issued</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentFaceAmount" xlink:to="us-gaap_DebtInstrumentFaceAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentFaceAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Face Amount</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of special purpose entities formed to hold assets and issue secured borrowings</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfSpecialPurposeEntitiesFormedToHoldAssetsAndIssueSecuredBorrowings_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Special Purpose Entities Formed To Hold Assets And Issue Secured Borrowings</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentCarryingAmount" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentCarryingAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Principal outstanding</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentCarryingAmount" xlink:to="us-gaap_DebtInstrumentCarryingAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Carrying Amount</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PercentageOfIncreaseInBaseInterestRateUponNonRepaymentOfSchedules" xlink:type="locator" xlink:label="eprt_PercentageOfIncreaseInBaseInterestRateUponNonRepaymentOfSchedules" />
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_DebtInstrumentMaturityTermUponExceedingBaseInterestRate" xlink:type="locator" xlink:label="eprt_DebtInstrumentMaturityTermUponExceedingBaseInterestRate" />
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_DebtInstrumentMaturityMonthYear" xlink:type="locator" xlink:label="eprt_DebtInstrumentMaturityMonthYear" />
    <link:label xml:lang="en-US" xlink:label="eprt_DebtInstrumentMaturityMonthYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Debt instrument maturity month year.</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentPaymentTerms_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Payment Terms</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DebtInstrumentMaturityMonthYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt instrument maturity month year</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentFrequencyOfPeriodicPayment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Frequency Of Periodic Payment</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentInterestRateTerms_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Interest Rate Terms</link:label>
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    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfIncreaseInBaseInterestRateUponNonRepaymentOfSchedules_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Increase In Base Interest Rate Upon Non Repayment Of Schedules</link:label>
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    <link:label xml:lang="en-US" xlink:label="eprt_DebtInstrumentMaturityTermUponExceedingBaseInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Maturity Term Upon Exceeding Base Interest Rate</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtWeightedAverageInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Weighted-average interest rate</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_DebtWeightedAverageInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Weighted Average Interest Rate</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_InterestExpenseDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Interest Expense Debt</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">April 1 - December 31, 2019</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal Remainder Of Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Two</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Four</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal After Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebt" xlink:type="locator" xlink:label="us-gaap_LongTermDebt" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebt" xlink:to="us-gaap_LongTermDebt_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DebtInstrumentMaturityPeriod" xlink:type="locator" xlink:label="eprt_DebtInstrumentMaturityPeriod" />
    <link:label xml:lang="en-US" xlink:label="eprt_DebtInstrumentMaturityPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Debt instrument maturity period.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_DebtInstrumentMaturityPeriod" xlink:to="eprt_DebtInstrumentMaturityPeriod_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Related Party Transactions By Related Party [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable" xlink:to="us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfRelatedPartyTransactionsByRelatedPartyTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Related Party Transactions By Related Party [Table]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_WarehouseNotesMember" xlink:type="locator" xlink:label="eprt_WarehouseNotesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_WarehouseNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Warehouse notes.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_WarehouseNotesMember" xlink:to="eprt_WarehouseNotesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_WarehouseNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Warehouse Notes</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_WarehouseNotesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Warehouse Notes [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RelatedPartyTransactionLineItems" xlink:type="locator" xlink:label="us-gaap_RelatedPartyTransactionLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RelatedPartyTransactionLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Related Party Transaction [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RelatedPartyTransactionLineItems" xlink:to="us-gaap_RelatedPartyTransactionLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RelatedPartyTransactionLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Related Party Transaction [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DebtInstrumentMaturityPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Accrued interest rate maturity period</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DebtInstrumentMaturityPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Maturity Period</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfShortNotesIssued" xlink:type="locator" xlink:label="eprt_NumberOfShortNotesIssued" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfShortNotesIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of notes issued.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfShortNotesIssued" xlink:to="eprt_NumberOfShortNotesIssued_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfNotesRepaidInFull" xlink:type="locator" xlink:label="eprt_NumberOfNotesRepaidInFull" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaidInFull_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of notes repaid in full.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfNotesRepaidInFull" xlink:to="eprt_NumberOfNotesRepaidInFull_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfNotesRepaidInPart" xlink:type="locator" xlink:label="eprt_NumberOfNotesRepaidInPart" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaidInPart_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of notes repaid in part.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfNotesRepaidInPart" xlink:to="eprt_NumberOfNotesRepaidInPart_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfNotesRepaid" xlink:type="locator" xlink:label="eprt_NumberOfNotesRepaid" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaid_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of notes repaid.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NumberOfNotesRepaid" xlink:to="eprt_NumberOfNotesRepaid_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfShortNotesIssued_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of notes issued</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromNotesPayable" xlink:type="locator" xlink:label="us-gaap_ProceedsFromNotesPayable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromNotesPayable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Notes issued during the year</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromNotesPayable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Notes Payable</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfNotesPayable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Repayment on notes</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfNotesPayable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repayments Of Notes Payable</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaidInFull_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of notes repaid in full</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaidInFull_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Notes Repaid In Full</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaidInPart_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of notes repaid in part</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaidInPart_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Notes Repaid In Part</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfNotesRepaid_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of notes outstanding</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_NotesPayableRelatedPartiesClassifiedCurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Notes issued outstanding amount</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfStockByClassTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Stock By Class [Table]</link:label>
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    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Operating Partnership Unit</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_OverAllotmentOptionMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Over-allotment Option</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PlanNameAxis" xlink:type="locator" xlink:label="us-gaap_PlanNameAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PlanNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Plan Name</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PlanNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Plan Name [Axis]</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Plan Name</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Plan Name [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_TwoThousandEighteenEquityIncentivePlanMember" xlink:type="locator" xlink:label="eprt_TwoThousandEighteenEquityIncentivePlanMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_TwoThousandEighteenEquityIncentivePlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Two thousand eighteen equity incentive plan.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_TwoThousandEighteenEquityIncentivePlanMember" xlink:to="eprt_TwoThousandEighteenEquityIncentivePlanMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_TwoThousandEighteenEquityIncentivePlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2018 Equity Incentive Plan</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_TwoThousandEighteenEquityIncentivePlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Two Thousand Eighteen Equity Incentive Plan [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TitleOfIndividualAxis" xlink:type="locator" xlink:label="us-gaap_TitleOfIndividualAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TitleOfIndividualAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Title of Individual</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TitleOfIndividualAxis" xlink:to="us-gaap_TitleOfIndividualAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TitleOfIndividualAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Title Of Individual [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TitleOfIndividualWithRelationshipToEntityDomain" xlink:type="locator" xlink:label="us-gaap_TitleOfIndividualWithRelationshipToEntityDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Relationship to Entity</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TitleOfIndividualWithRelationshipToEntityDomain" xlink:to="us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TitleOfIndividualWithRelationshipToEntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Title Of Individual With Relationship To Entity [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember" xlink:type="locator" xlink:label="eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Directors, executive officers and other employees.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember" xlink:to="eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Directors, Executive Officers and Other Employees</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DirectorsExecutiveOfficersAndOtherEmployeesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Directors Executive Officers And Other Employees [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember" xlink:type="locator" xlink:label="eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">EPRT management and EPRT LLC&apos;s board of managers.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember" xlink:to="eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">EPRT Management and Certain Members of EPRT LLC&apos;s Board of Managers</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EPRTManagementAndEPRTLLCSBoardOfManagersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">E P R T Management And E P R T L L C S Board Of Managers [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ClassOfStockLineItems" xlink:type="locator" xlink:label="us-gaap_ClassOfStockLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ClassOfStockLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Class Of Stock [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassOfStockLineItems" xlink:to="us-gaap_ClassOfStockLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ClassOfStockLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Class Of Stock [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockIssuedDuringPeriodSharesNewIssues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Shares issued</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrivatePlacementShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Concurrent private placement shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsForUnderwritingExpense" xlink:type="locator" xlink:label="us-gaap_PaymentsForUnderwritingExpense" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsForUnderwritingExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Underwriting discounts or commissions</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsForUnderwritingExpense" xlink:to="us-gaap_PaymentsForUnderwritingExpense_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PaymentsForUnderwritingExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments For Underwriting Expense</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet" xlink:type="locator" xlink:label="eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet" />
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Proceeds from issuance of private placement and initial public offering net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet" xlink:to="eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net proceeds from IPO and concurrent private placement</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ProceedsFromIssuanceOfPrivatePlacementAndInitialPublicOfferingNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Issuance Of Private Placement And Initial Public Offering Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross" xlink:type="locator" xlink:label="us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Restricted shares issued</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross" xlink:to="us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_StockIssuedDuringPeriodSharesRestrictedStockAwardGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Stock Issued During Period Shares Restricted Stock Award Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableTable" xlink:type="locator" xlink:label="us-gaap_DividendsPayableTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Dividends Payable [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsPayableTable" xlink:to="us-gaap_DividendsPayableTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Payable [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableLineItems" xlink:type="locator" xlink:label="us-gaap_DividendsPayableLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Dividends Payable [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsPayableLineItems" xlink:to="us-gaap_DividendsPayableLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Payable [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableDateDeclaredDayMonthAndYear" xlink:type="locator" xlink:label="us-gaap_DividendsPayableDateDeclaredDayMonthAndYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableDateDeclaredDayMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Date Declared</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsPayableDateDeclaredDayMonthAndYear" xlink:to="us-gaap_DividendsPayableDateDeclaredDayMonthAndYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableDateDeclaredDayMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Payable Date Declared Day Month And Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableDateOfRecordDayMonthAndYear" xlink:type="locator" xlink:label="us-gaap_DividendsPayableDateOfRecordDayMonthAndYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableDateOfRecordDayMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Record Date</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsPayableDateOfRecordDayMonthAndYear" xlink:to="us-gaap_DividendsPayableDateOfRecordDayMonthAndYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableDateOfRecordDayMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Payable Date Of Record Day Month And Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendPayableDateToBePaidDayMonthAndYear" xlink:type="locator" xlink:label="us-gaap_DividendPayableDateToBePaidDayMonthAndYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendPayableDateToBePaidDayMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Date Paid</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendPayableDateToBePaidDayMonthAndYear" xlink:to="us-gaap_DividendPayableDateToBePaidDayMonthAndYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendPayableDateToBePaidDayMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividend Payable Date To Be Paid Day Month And Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CommonStockDividendsPerShareDeclared" xlink:type="locator" xlink:label="us-gaap_CommonStockDividendsPerShareDeclared" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockDividendsPerShareDeclared_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Dividend Amount Per Common Share</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockDividendsPerShareDeclared" xlink:to="us-gaap_CommonStockDividendsPerShareDeclared_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockDividendsPerShareDeclared_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Common Stock Dividends Per Share Declared</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsCommonStockCash" xlink:type="locator" xlink:label="us-gaap_DividendsCommonStockCash" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsCommonStockCash_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Total Dividend</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsCommonStockCash" xlink:to="us-gaap_DividendsCommonStockCash_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsCommonStockCash_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Common Stock Cash</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_DirectCapitalContributions" xlink:type="locator" xlink:label="eprt_DirectCapitalContributions" />
    <link:label xml:lang="en-US" xlink:label="eprt_DirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Direct capital contributions.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_DirectCapitalContributions" xlink:to="eprt_DirectCapitalContributions_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_IndirectCapitalContributions" xlink:type="locator" xlink:label="eprt_IndirectCapitalContributions" />
    <link:label xml:lang="en-US" xlink:label="eprt_IndirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Indirect capital contributions.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_IndirectCapitalContributions" xlink:to="eprt_IndirectCapitalContributions_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AdditionalIndirectCapitalContributions" xlink:type="locator" xlink:label="eprt_AdditionalIndirectCapitalContributions" />
    <link:label xml:lang="en-US" xlink:label="eprt_AdditionalIndirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Additional indirect capital contributions.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AdditionalIndirectCapitalContributions" xlink:to="eprt_AdditionalIndirectCapitalContributions_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_DirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Direct capital contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_DirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Direct Capital Contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IndirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Indirect capital contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_IndirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Indirect Capital Contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AdditionalIndirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Additional indirect capital contributions</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AdditionalIndirectCapitalContributions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Additional Indirect Capital Contributions</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_RetentionOfEquityInvestmentInSubsidiary" xlink:type="locator" xlink:label="eprt_RetentionOfEquityInvestmentInSubsidiary" />
    <link:label xml:lang="en-US" xlink:label="eprt_RetentionOfEquityInvestmentInSubsidiary_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Retention of equity investment in subsidiary.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_RetentionOfEquityInvestmentInSubsidiary" xlink:to="eprt_RetentionOfEquityInvestmentInSubsidiary_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CompoundInterestRatePercentageLiquidationPreference" xlink:type="locator" xlink:label="eprt_CompoundInterestRatePercentageLiquidationPreference" />
    <link:label xml:lang="en-US" xlink:label="eprt_CompoundInterestRatePercentageLiquidationPreference_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Compound interest rate percentage liquidation preference.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CompoundInterestRatePercentageLiquidationPreference" xlink:to="eprt_CompoundInterestRatePercentageLiquidationPreference_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MembersEquity" xlink:type="locator" xlink:label="us-gaap_MembersEquity" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MembersEquity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Direct equity contribution</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MembersEquity" xlink:to="us-gaap_MembersEquity_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MembersEquity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Members Equity</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RetentionOfEquityInvestmentInSubsidiary_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Retention of equity investment in subsidiary</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_RetentionOfEquityInvestmentInSubsidiary_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Retention Of Equity Investment In Subsidiary</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharePrice" xlink:type="locator" xlink:label="us-gaap_SharePrice" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharePrice_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Price per unit</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharePrice" xlink:to="us-gaap_SharePrice_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharePrice_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Price</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CompoundInterestRatePercentageLiquidationPreference_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Compound interest rate percentage</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CompoundInterestRatePercentageLiquidationPreference_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Compound Interest Rate Percentage Liquidation Preference</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Issuance of new grant of unvested shares</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Options Grants In Period Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromRepaymentsOfDebt" xlink:type="locator" xlink:label="us-gaap_ProceedsFromRepaymentsOfDebt" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromRepaymentsOfDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds to repay of outstanding principal</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromRepaymentsOfDebt" xlink:to="us-gaap_ProceedsFromRepaymentsOfDebt_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromRepaymentsOfDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Repayments Of Debt</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OperatingPartnershipUnitsReceived" xlink:type="locator" xlink:label="eprt_OperatingPartnershipUnitsReceived" />
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitsReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Operating partnership units received.</link:label>
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_PercentageOfOwnershipInterestInOperatingPartnershipExcludingGeneralPartnerInterest" xlink:type="locator" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnershipExcludingGeneralPartnerInterest" />
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnershipExcludingGeneralPartnerInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of ownership interest in operating partnership, excluding general partner interest.</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestTable" xlink:type="locator" xlink:label="us-gaap_MinorityInterestTable" />
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    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MinorityInterestTable" xlink:to="us-gaap_MinorityInterestTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Minority Interest [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestLineItems" xlink:type="locator" xlink:label="us-gaap_MinorityInterestLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Minority Interest [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MinorityInterestLineItems" xlink:to="us-gaap_MinorityInterestLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Minority Interest [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitsReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Operating partnership units received</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingPartnershipUnitsReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Partnership Units Received</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of unvested shares issued</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Grants In Period</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnershipExcludingGeneralPartnerInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of ownership interest, excluding general partner ownership interest</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PercentageOfOwnershipInterestInOperatingPartnershipExcludingGeneralPartnerInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Ownership Interest In Operating Partnership Excluding General Partner Interest</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_CommonStockDividendsPerShareDeclared_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Total cash dividends per share, common stock</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract" xlink:type="locator" xlink:label="us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disclosure Of Compensation Related Costs Sharebased Payments [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract" xlink:to="us-gaap_DisclosureOfCompensationRelatedCostsSharebasedPaymentsAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Share Based Compensation Arrangements By Share Based Payment Award [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:to="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Share Based Compensation Arrangements By Share Based Payment Award [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Share Based Compensation Arrangement By Share Based Payment Award [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maximum number of shares issuable under plan</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Number Of Shares Authorized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Shares of common stock, reserved for issuance</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Number Of Shares Available For Grant</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RestrictedStockMember" xlink:type="locator" xlink:label="us-gaap_RestrictedStockMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RestrictedStockMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Restricted Stock Awards</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RestrictedStockMember" xlink:to="us-gaap_RestrictedStockMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RestrictedStockMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Restricted Stock [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VestingAxis" xlink:type="locator" xlink:label="us-gaap_VestingAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VestingAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Vesting</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VestingAxis" xlink:to="us-gaap_VestingAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VestingAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Vesting [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VestingDomain" xlink:type="locator" xlink:label="us-gaap_VestingDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VestingDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Vesting</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VestingDomain" xlink:to="us-gaap_VestingDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VestingDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Vesting [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationAwardTrancheOneMember" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationAwardTrancheOneMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationAwardTrancheOneMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">First Anniversary</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationAwardTrancheOneMember" xlink:to="us-gaap_ShareBasedCompensationAwardTrancheOneMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationAwardTrancheOneMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Award Tranche One [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationAwardTrancheTwoMember" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationAwardTrancheTwoMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationAwardTrancheTwoMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">First, Second and Third Anniversaries</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationAwardTrancheTwoMember" xlink:to="us-gaap_ShareBasedCompensationAwardTrancheTwoMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationAwardTrancheTwoMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Award Tranche Two [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Stock awards expected to vest</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsVestedAndExpectedToVestOutstandingNumber_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Options Vested And Expected To Vest Outstanding Number</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsShareBasedCompensationCash" xlink:type="locator" xlink:label="us-gaap_DividendsShareBasedCompensationCash" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsShareBasedCompensationCash_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Dividends declared on unvested restricted common stock</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsShareBasedCompensationCash" xlink:to="us-gaap_DividendsShareBasedCompensationCash_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DividendsShareBasedCompensationCash_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Share Based Compensation Cash</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions" xlink:type="locator" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unrecognized compensation cost</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions" xlink:to="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Employee Service Share Based Compensation Nonvested Awards Total Compensation Cost Not Yet Recognized Share Based Awards Other Than Options</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1" xlink:type="locator" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unrecognized compensation cost, weighted average recognition period</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Employee Service Share Based Compensation Nonvested Awards Total Compensation Cost Not Yet Recognized Period For Recognition1</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ExecutiveOfficerMember" xlink:type="locator" xlink:label="us-gaap_ExecutiveOfficerMember" />
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    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ExecutiveOfficerMember" xlink:to="us-gaap_ExecutiveOfficerMember_lbl" />
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_NumberOfPeerCompanies" xlink:type="locator" xlink:label="eprt_NumberOfPeerCompanies" />
    <link:label xml:lang="en-US" xlink:label="eprt_NumberOfPeerCompanies_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of peer companies.</link:label>
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    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedPaymentAwardBasedOnTSRNonvestedShareAwardsPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Payment Award Based On T S R Nonvested Share Awards Percentage</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sharebased Compensation Arrangement By Sharebased Payment Award Award Vesting Rights Percentage</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardTotalShareholderReturnCalculationDescription_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Total Shareholder return calculation basis description</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardTotalShareholderReturnCalculationDescription_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Total Shareholder Return Calculation Description</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Volatility</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Fair Value Assumptions Expected Volatility Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Risk free rate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Fair Value Assumptions Risk Free Interest Rate</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ShareBasedPaymentAwardSubjectiveNonvestedShareAwardsPercentage" xlink:type="locator" xlink:label="eprt_ShareBasedPaymentAwardSubjectiveNonvestedShareAwardsPercentage" />
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedPaymentAwardSubjectiveNonvestedShareAwardsPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Share based payment award subjective nonvested share awards percentage.</link:label>
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    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedPaymentAwardSubjectiveNonvestedShareAwardsPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Nonvested share awards remaining percentage</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedPaymentAwardSubjectiveNonvestedShareAwardsPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Payment Award Subjective Nonvested Share Awards Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AllocatedShareBasedCompensationExpense" xlink:type="locator" xlink:label="us-gaap_AllocatedShareBasedCompensationExpense" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AllocatedShareBasedCompensationExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Compensation expense</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AllocatedShareBasedCompensationExpense" xlink:to="us-gaap_AllocatedShareBasedCompensationExpense_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AllocatedShareBasedCompensationExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Allocated Share Based Compensation Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Unvested restricted common stock outstanding, Beginning Balance</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Nonvested Number</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Unvested restricted common stock, Granted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unvested restricted common stock, Vested</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Vested In Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unvested restricted common stock, Forfeited</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Forfeited In Period</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Unvested restricted common stock outstanding, Ending Balance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Unvested restricted common stock outstanding, Weighted average grant date fair value</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Nonvested Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Unvested restricted common stock outstanding, Granted, Weighted average grant date fair value</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Grants In Period Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unvested restricted common stock outstanding, Vested, Weighted average grant date fair value</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Vested In Period Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unvested restricted common stock outstanding, Forfeited, Weighted average grant date fair value</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeituresWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Equity Instruments Other Than Options Forfeitures Weighted Average Grant Date Fair Value</link:label>
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    <link:loc xlink:href="eprt-20190331.xsd#eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate" xlink:type="locator" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate" />
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Share based compensation arrangement by share based payment award vesting period start date.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate" xlink:to="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments" xlink:type="locator" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments" />
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Share based compensation arrangement by share based payment award, number of vesting installments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments" xlink:to="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate" xlink:type="locator" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate" />
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Share based compensation arrangement by share based payment award vesting period end date.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate" xlink:to="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate" xlink:type="locator" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate" />
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Share based compensation arrangement by share based payment award issuance beginning date.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate" xlink:to="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember" xlink:type="locator" xlink:label="eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Essential Properties Realty Trust, Inc management and Essential Properties Realty Trust LLC board of managers.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember" xlink:to="eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Members of EPRT Management and EPRT LLC&apos;s Board of Managers</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustIncManagementAndEssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfManagersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Essential Properties Realty Trust Inc Management And Essential Properties Realty Trust Limited Liability Company Board Of Managers [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember" xlink:type="locator" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Essential Properties Realty Trust LLC board of mangers and external unitholders.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember" xlink:to="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Members of EPRT LLC&apos;s Board of Managers and External Unitholders</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EssentialPropertiesRealtyTrustLimitedLiabilityCompanyBoardOfMangersAndExternalUnitholdersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Essential Properties Realty Trust Limited Liability Company Board Of Mangers And External Unitholders [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ManagementMember" xlink:type="locator" xlink:label="us-gaap_ManagementMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ManagementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Additional Member of EPRT Management</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ManagementMember" xlink:to="us-gaap_ManagementMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ManagementMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Management [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CapitalUnitClassBAndClassDMember" xlink:type="locator" xlink:label="eprt_CapitalUnitClassBAndClassDMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalUnitClassBAndClassDMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Capital unit class B and class D.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CapitalUnitClassBAndClassDMember" xlink:to="eprt_CapitalUnitClassBAndClassDMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalUnitClassBAndClassDMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Class B and Class D Units</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CapitalUnitClassBAndClassDMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capital Unit Class B And Class D [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_NonEmployeesMember" xlink:type="locator" xlink:label="eprt_NonEmployeesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_NonEmployeesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Non-employees.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_NonEmployeesMember" xlink:to="eprt_NonEmployeesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_NonEmployeesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-employees</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_NonEmployeesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Non Employees [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardSharesIssuedInPeriod" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardSharesIssuedInPeriod" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardSharesIssuedInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of unvested units issued</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardSharesIssuedInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardSharesIssuedInPeriod_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardSharesIssuedInPeriod_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Shares Issued In Period</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of vesting installments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfVestingInstallments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Number Of Vesting Installments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Vesting period start date</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodStartDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Vesting Period Start Date</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Vesting period end date</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardVestingPeriodEndDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Vesting Period End Date</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Issuance beginning date of vested units</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ShareBasedCompensationArrangementByShareBasedPaymentAwardIssuanceBeginningDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Issuance Beginning Date</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares" xlink:type="locator" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Unvested units outstanding, Beginning balance</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sharebased Compensation Arrangement By Sharebased Payment Award Options Nonvested Number Of Shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares" xlink:type="locator" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Unvested units, Vested</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sharebased Compensation Arrangement By Sharebased Payment Award Options Vested Number Of Shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedNumberOfShares" xlink:type="locator" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedNumberOfShares" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unvested units, Forfeited</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedNumberOfShares" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedNumberOfShares_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sharebased Compensation Arrangement By Sharebased Payment Award Options Nonvested Options Forfeited Number Of Shares</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Unvested units outstanding, Ending balance</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Grant date fair value of common stock awards per share</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedInPeriodFairValue1" xlink:type="locator" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedInPeriodFairValue1" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedInPeriodFairValue1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair value of vested units</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedInPeriodFairValue1" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedInPeriodFairValue1_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedInPeriodFairValue1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sharebased Compensation Arrangement By Sharebased Payment Award Options Vested In Period Fair Value1</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized" xlink:type="locator" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unrecognized compensation cost</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized" xlink:to="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Employee Service Share Based Compensation Nonvested Awards Total Compensation Cost Not Yet Recognized</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsDiscountForPostvestingRestrictions" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsDiscountForPostvestingRestrictions" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsDiscountForPostvestingRestrictions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Marketability discount</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsDiscountForPostvestingRestrictions" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsDiscountForPostvestingRestrictions_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsDiscountForPostvestingRestrictions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Fair Value Assumptions Discount For Postvesting Restrictions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsFiscalYearMaturityAbstract" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsFiscalYearMaturityAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsFiscalYearMaturityAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments Fiscal Year Maturity [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsFiscalYearMaturityAbstract" xlink:to="us-gaap_LessorOperatingLeasePaymentsFiscalYearMaturityAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedRemainderOfFiscalYear" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">April 1, 2019 - December 31, 2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceivedRemainderOfFiscalYear" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceivedRemainderOfFiscalYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received Remainder Of Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedTwoYears" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedTwoYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceivedTwoYears" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceivedTwoYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received Two Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received Three Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received Four Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received Five Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received Thereafter</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceived" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceived" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeasePaymentsToBeReceived" xlink:to="us-gaap_LessorOperatingLeasePaymentsToBeReceived_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeasePaymentsToBeReceived_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Payments To Be Received</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableAbstract" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableAbstract" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableAbstract_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableCurrent" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableCurrent" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableCurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableCurrent" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableCurrent_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableCurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInTwoYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInTwoYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInTwoYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInTwoYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable In Two Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInThreeYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInThreeYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInThreeYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInThreeYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable In Three Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFourYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFourYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFourYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFourYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable In Four Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableInFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable In Five Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableThereafter" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableThereafter" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableThereafter" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableThereafter_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivableThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable Thereafter</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsReceivable" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivable" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Receivable</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OperatingLeaseLeaseIncomeFixed" xlink:type="locator" xlink:label="eprt_OperatingLeaseLeaseIncomeFixed" />
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingLeaseLeaseIncomeFixed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Operating lease lease income fixed.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OperatingLeaseLeaseIncomeFixed" xlink:to="eprt_OperatingLeaseLeaseIncomeFixed_lbl" />
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesLeaseIncomeAbstract" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesLeaseIncomeAbstract" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesLeaseIncomeAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Lease Income [Abstract]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesLeaseIncomeAbstract" xlink:to="us-gaap_OperatingLeasesLeaseIncomeAbstract_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingLeaseLeaseIncomeFixed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fixed lease revenues</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OperatingLeaseLeaseIncomeFixed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Lease Income Fixed</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseVariableLeaseIncome" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseVariableLeaseIncome" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseVariableLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable lease revenues (1)</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseVariableLeaseIncome" xlink:to="us-gaap_OperatingLeaseVariableLeaseIncome_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseVariableLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Variable Lease Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseLeaseIncome" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseLeaseIncome" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total lease revenues (2)</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseLeaseIncome" xlink:to="us-gaap_OperatingLeaseLeaseIncome_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Lease Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeLeaseDescriptionTable" xlink:type="locator" xlink:label="us-gaap_LesseeLeaseDescriptionTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeLeaseDescriptionTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lessee Lease Description [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeLeaseDescriptionTable" xlink:to="us-gaap_LesseeLeaseDescriptionTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeLeaseDescriptionTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Lease Description [Table]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember" xlink:type="locator" xlink:label="eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Accrued rent expense reclassified from accrued liabilities and other payables.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember" xlink:to="eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Accrued Rent Expense Reclassified from Accrued Liabilities and Other Payables</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AccruedRentExpenseReclassifiedFromAccruedLiabilitiesAndOtherPayablesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Accrued Rent Expense Reclassified From Accrued Liabilities And Other Payables [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember" xlink:type="locator" xlink:label="eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Acquired above-market lease liabilities, net, reclassified from intangible lease liabilities, net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember" xlink:to="eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquired Above-Market Lease Liabilities, Net, Reclassified from Intangible Lease Liabilities, Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AcquiredAboveMarketLeaseLiabilitiesNetReclassifiedFromIntangibleLeaseLiabilitiesNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acquired Above Market Lease Liabilities Net Reclassified From Intangible Lease Liabilities Net [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember" xlink:type="locator" xlink:label="eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Acquired below-market lease assets, net, reclassified from intangible lease assets, net.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember" xlink:to="eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquired Below-Market Lease Assets, Net, Reclassified from Intangible Lease Assets, Net</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AcquiredBelowMarketLeaseAssetsNetReclassifiedFromIntangibleLeaseAssetsNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acquired Below Market Lease Assets Net Reclassified From Intangible Lease Assets Net [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_PrepaidLeasePaymentsMember" xlink:type="locator" xlink:label="eprt_PrepaidLeasePaymentsMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_PrepaidLeasePaymentsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Prepaid lease payments.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_PrepaidLeasePaymentsMember" xlink:to="eprt_PrepaidLeasePaymentsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_PrepaidLeasePaymentsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prepaid Lease Payments</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_PrepaidLeasePaymentsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Prepaid Lease Payments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_TypeOfArrangementAxis" xlink:type="locator" xlink:label="us-gaap_TypeOfArrangementAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TypeOfArrangementAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Type of Arrangement and Non-arrangement Transactions</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TypeOfArrangementAxis" xlink:to="us-gaap_TypeOfArrangementAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_TypeOfArrangementAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Type Of Arrangement [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ArrangementsAndNonarrangementTransactionsMember" xlink:type="locator" xlink:label="us-gaap_ArrangementsAndNonarrangementTransactionsMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ArrangementsAndNonarrangementTransactionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Arrangements and Non-arrangement Transactions</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ArrangementsAndNonarrangementTransactionsMember" xlink:to="us-gaap_ArrangementsAndNonarrangementTransactionsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ArrangementsAndNonarrangementTransactionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Arrangements And Nonarrangement Transactions [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_GroundRentExpenseWithinPropertyExpensesMember" xlink:type="locator" xlink:label="eprt_GroundRentExpenseWithinPropertyExpensesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_GroundRentExpenseWithinPropertyExpensesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Ground rent expense within property expenses.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_GroundRentExpenseWithinPropertyExpensesMember" xlink:to="eprt_GroundRentExpenseWithinPropertyExpensesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_GroundRentExpenseWithinPropertyExpensesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ground Rent Expense within Property Expenses</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_GroundRentExpenseWithinPropertyExpensesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Ground Rent Expense Within Property Expenses [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember" xlink:type="locator" xlink:label="eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Office and equipment leases within general and administrative expense.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember" xlink:to="eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Office and Equipment Leases within General and Administrative Expense</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OfficeAndEquipmentLeasesWithinGeneralAndAdministrativeExpenseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Office And Equipment Leases Within General And Administrative Expense [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_GroundOperatingLeasesMember" xlink:type="locator" xlink:label="eprt_GroundOperatingLeasesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_GroundOperatingLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Ground operating leases.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_GroundOperatingLeasesMember" xlink:to="eprt_GroundOperatingLeasesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_GroundOperatingLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ground Operating Leases</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_GroundOperatingLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Ground Operating Leases [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeLeaseDescriptionLineItems" xlink:type="locator" xlink:label="us-gaap_LesseeLeaseDescriptionLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeLeaseDescriptionLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lessee Lease Description [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeLeaseDescriptionLineItems" xlink:to="us-gaap_LesseeLeaseDescriptionLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeLeaseDescriptionLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Lease Description [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseLiability_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Lease liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Weighted average remaining lease term (in years)</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" xlink:to="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Weighted Average Remaining Lease Term1</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Weighted average discount rate</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent" xlink:to="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Weighted Average Discount Rate Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseCost" xlink:type="locator" xlink:label="us-gaap_OperatingLeaseCost" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fixed rent expense</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseCost" xlink:to="us-gaap_OperatingLeaseCost_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Lease Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableLeaseCost" xlink:type="locator" xlink:label="us-gaap_VariableLeaseCost" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableLeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable rent expense</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableLeaseCost" xlink:to="us-gaap_VariableLeaseCost_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_VariableLeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Lease Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseCost" xlink:type="locator" xlink:label="us-gaap_LeaseCost" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total rent expense</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeaseCost" xlink:to="us-gaap_LeaseCost_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Cost</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseCost_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Rent expense</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_OfficeAndGroundLeasesToBePaidByCompanyMember" xlink:type="locator" xlink:label="eprt_OfficeAndGroundLeasesToBePaidByCompanyMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_OfficeAndGroundLeasesToBePaidByCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Office and ground leases to be paid by the company.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_OfficeAndGroundLeasesToBePaidByCompanyMember" xlink:to="eprt_OfficeAndGroundLeasesToBePaidByCompanyMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_OfficeAndGroundLeasesToBePaidByCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Office and Ground Leases to be Paid by the Company</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_OfficeAndGroundLeasesToBePaidByCompanyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Office And Ground Leases To Be Paid By Company [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember" xlink:type="locator" xlink:label="eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Ground leases to be paid directly by the company&apos;s tenants.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember" xlink:to="eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ground Leases to be Paid Directly by the Company&apos;s Tenants</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_GroundLeasesToBePaidDirectlyByCompanySTenantsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Ground Leases To Be Paid Directly By Company S Tenants [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">April 1 - December 31, 2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Remainder Of Fiscal Year</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Due Year Two</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Due Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Due Year Four</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Due Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Due After Year Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Payments Due</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" xlink:type="locator" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Present value discount</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessee Operating Lease Liability Undiscounted Excess Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfOperatingLeasedAssetsTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfOperatingLeasedAssetsTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfOperatingLeasedAssetsTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Operating Leased Assets [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfOperatingLeasedAssetsTable" xlink:to="us-gaap_ScheduleOfOperatingLeasedAssetsTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfOperatingLeasedAssetsTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Operating Leased Assets [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseArrangementTypeAxis" xlink:type="locator" xlink:label="us-gaap_LeaseArrangementTypeAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease Arrangement, Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeaseArrangementTypeAxis" xlink:to="us-gaap_LeaseArrangementTypeAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Arrangement Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseArrangementTypeDomain" xlink:type="locator" xlink:label="us-gaap_LeaseArrangementTypeDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease Arrangement, Type</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeaseArrangementTypeDomain" xlink:to="us-gaap_LeaseArrangementTypeDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Arrangement Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasedAssetsLineItems" xlink:type="locator" xlink:label="us-gaap_OperatingLeasedAssetsLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasedAssetsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Operating Leased Assets [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasedAssetsLineItems" xlink:to="us-gaap_OperatingLeasedAssetsLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasedAssetsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leased Assets [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2019</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueCurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInTwoYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due In Two Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInThreeYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due In Three Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFourYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due In Four Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFiveYears" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFiveYears" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2023</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFiveYears" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFiveYears_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueInFiveYears_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due In Five Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDueThereafter" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueThereafter" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDueThereafter" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDueThereafter_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDueThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due Thereafter</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesFutureMinimumPaymentsDue" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDue" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesFutureMinimumPaymentsDue" xlink:to="us-gaap_OperatingLeasesFutureMinimumPaymentsDue_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesFutureMinimumPaymentsDue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Future Minimum Payments Due</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_ReimbursementToTenantsForConstructionFinance" xlink:type="locator" xlink:label="eprt_ReimbursementToTenantsForConstructionFinance" />
    <link:label xml:lang="en-US" xlink:label="eprt_ReimbursementToTenantsForConstructionFinance_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Reimbursement to tenants for construction finance.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_ReimbursementToTenantsForConstructionFinance" xlink:to="eprt_ReimbursementToTenantsForConstructionFinance_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CommitmentsAndContingenciesLineItems" xlink:type="locator" xlink:label="eprt_CommitmentsAndContingenciesLineItems" />
    <link:label xml:lang="en-US" xlink:label="eprt_CommitmentsAndContingenciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Commitments and Contingencies.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CommitmentsAndContingenciesLineItems" xlink:to="eprt_CommitmentsAndContingenciesLineItems_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CommitmentsAndContingenciesTable" xlink:type="locator" xlink:label="eprt_CommitmentsAndContingenciesTable" />
    <link:label xml:lang="en-US" xlink:label="eprt_CommitmentsAndContingenciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Commitments and Contingencies.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CommitmentsAndContingenciesTable" xlink:to="eprt_CommitmentsAndContingenciesTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_CommitmentsAndContingenciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Commitments And Contingencies [Table]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CommitmentsAndContingenciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Commitments And Contingencies [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetirementPlanNameAxis" xlink:type="locator" xlink:label="us-gaap_RetirementPlanNameAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RetirementPlanNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Retirement Plan Name</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RetirementPlanNameAxis" xlink:to="us-gaap_RetirementPlanNameAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RetirementPlanNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Retirement Plan Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RetirementPlanNameDomain" xlink:type="locator" xlink:label="us-gaap_RetirementPlanNameDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RetirementPlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Retirement Plan Name</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RetirementPlanNameDomain" xlink:to="us-gaap_RetirementPlanNameDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_RetirementPlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Retirement Plan Name [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_FourZeroOneKPlanMember" xlink:type="locator" xlink:label="eprt_FourZeroOneKPlanMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_FourZeroOneKPlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Member stands for 401(k) plan.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_FourZeroOneKPlanMember" xlink:to="eprt_FourZeroOneKPlanMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_FourZeroOneKPlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">401(k) Plan</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_FourZeroOneKPlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Four Zero One K Plan [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CommitmentsAndContingenciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Commitments and Contingencies [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CommitmentsAndContingenciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Commitments And Contingencies [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ReimbursementToTenantsForConstructionFinance_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Reimbursement to tenants</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_ReimbursementToTenantsForConstructionFinance_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Reimbursement To Tenants For Construction Finance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanPlanName" xlink:type="locator" xlink:label="us-gaap_DefinedContributionPlanPlanName" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanPlanName_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Defined contribution plan name</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DefinedContributionPlanPlanName" xlink:to="us-gaap_DefinedContributionPlanPlanName_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanPlanName_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Defined Contribution Plan Plan Name</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch" xlink:type="locator" xlink:label="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Employer matching contribution, percent of match</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch" xlink:to="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercentOfMatch_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Defined Contribution Plan Employer Matching Contribution Percent Of Match</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanEmployerMatchingContributionPercent" xlink:type="locator" xlink:label="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercent" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Employer matching contribution, percent of eligible compensation</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercent" xlink:to="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercent_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanEmployerMatchingContributionPercent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Defined Contribution Plan Employer Matching Contribution Percent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount" xlink:type="locator" xlink:label="us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Employer matching contribution</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount" xlink:to="us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_DefinedContributionPlanEmployerDiscretionaryContributionAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Defined Contribution Plan Employer Discretionary Contribution Amount</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EmploymentAgreementInitialTerm" xlink:type="locator" xlink:label="eprt_EmploymentAgreementInitialTerm" />
    <link:label xml:lang="en-US" xlink:label="eprt_EmploymentAgreementInitialTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Employment agreement initial term.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EmploymentAgreementInitialTerm" xlink:to="eprt_EmploymentAgreementInitialTerm_lbl" />
    <link:loc xlink:href="eprt-20190331.xsd#eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided" xlink:type="locator" xlink:label="eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided" />
    <link:label xml:lang="en-US" xlink:label="eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Employment agreement automatic extension period upon non-renewal notice not provided.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided" xlink:to="eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_EmploymentAgreementInitialTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Employment agreement initial term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EmploymentAgreementInitialTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Employment Agreement Initial Term</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Employment agreement automatic extension period upon non-renewal notice not provided</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_EmploymentAgreementAutomaticExtensionPeriodUponNonRenewalNoticeNotProvided_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Employment Agreement Automatic Extension Period Upon Non Renewal Notice Not Provided</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" xlink:type="locator" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Assets And Liabilities Measured On Recurring And Nonrecurring Basis [Table]</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Assets And Liabilities Measured On Recurring And Nonrecurring Basis [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByFairValueHierarchyLevelAxis" xlink:type="locator" xlink:label="us-gaap_FairValueByFairValueHierarchyLevelAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByFairValueHierarchyLevelAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Hierarchy and NAV</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByFairValueHierarchyLevelAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value By Fair Value Hierarchy Level [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:type="locator" xlink:label="us-gaap_FairValueMeasurementsFairValueHierarchyDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementsFairValueHierarchyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Hierarchy and NAV</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:to="us-gaap_FairValueMeasurementsFairValueHierarchyDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementsFairValueHierarchyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Measurements Fair Value Hierarchy [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel3Member" xlink:type="locator" xlink:label="us-gaap_FairValueInputsLevel3Member" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueInputsLevel3Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Level 3</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueInputsLevel3Member" xlink:to="us-gaap_FairValueInputsLevel3Member_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueInputsLevel3Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Inputs Level3 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByMeasurementBasisAxis" xlink:type="locator" xlink:label="us-gaap_FairValueByMeasurementBasisAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementBasisAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Measurement Basis</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueByMeasurementBasisAxis" xlink:to="us-gaap_FairValueByMeasurementBasisAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementBasisAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value By Measurement Basis [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:type="locator" xlink:label="us-gaap_PortionAtFairValueFairValueDisclosureMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PortionAtFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Disclosure Item Amounts [Default]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:to="us-gaap_PortionAtFairValueFairValueDisclosureMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PortionAtFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Portion At Fair Value Fair Value Disclosure [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueDisclosureItemAmountsDomain" xlink:type="locator" xlink:label="us-gaap_FairValueDisclosureItemAmountsDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueDisclosureItemAmountsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Measurement</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueDisclosureItemAmountsDomain" xlink:to="us-gaap_FairValueDisclosureItemAmountsDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueDisclosureItemAmountsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Disclosure Item Amounts [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:type="locator" xlink:label="us-gaap_CarryingReportedAmountFairValueDisclosureMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CarryingReportedAmountFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Carrying Value</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CarryingReportedAmountFairValueDisclosureMember" xlink:to="us-gaap_CarryingReportedAmountFairValueDisclosureMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_CarryingReportedAmountFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Carrying Reported Amount Fair Value Disclosure [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:type="locator" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Estimated Fair Value</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:to="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Estimate Of Fair Value Fair Value Disclosure [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems" xlink:type="locator" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Assets And Liabilities Measured On Recurring And Nonrecurring Basis [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems" xlink:to="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Assets And Liabilities Measured On Recurring And Nonrecurring Basis [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NotesPayableFairValueDisclosure" xlink:type="locator" xlink:label="us-gaap_NotesPayableFairValueDisclosure" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NotesPayableFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Secured borrowings</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NotesPayableFairValueDisclosure" xlink:to="us-gaap_NotesPayableFairValueDisclosure_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_NotesPayableFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Notes Payable Fair Value Disclosure</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_DeferredFinanceCostsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Net deferred financing costs</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByMeasurementFrequencyAxis" xlink:type="locator" xlink:label="us-gaap_FairValueByMeasurementFrequencyAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementFrequencyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Measurement Frequency</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueByMeasurementFrequencyAxis" xlink:to="us-gaap_FairValueByMeasurementFrequencyAxis_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementFrequencyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value By Measurement Frequency [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementFrequencyDomain" xlink:type="locator" xlink:label="us-gaap_FairValueMeasurementFrequencyDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementFrequencyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value, Measurement Frequency</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueMeasurementFrequencyDomain" xlink:to="us-gaap_FairValueMeasurementFrequencyDomain_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementFrequencyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Measurement Frequency [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsNonrecurringMember" xlink:type="locator" xlink:label="us-gaap_FairValueMeasurementsNonrecurringMember" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementsNonrecurringMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Measurements, Nonrecurring</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueMeasurementsNonrecurringMember" xlink:to="us-gaap_FairValueMeasurementsNonrecurringMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementsNonrecurringMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Measurements Nonrecurring [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_CarryingReportedAmountFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Net Carrying Value</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel1Member" xlink:type="locator" xlink:label="us-gaap_FairValueInputsLevel1Member" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueInputsLevel1Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Level 1</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueInputsLevel1Member" xlink:to="us-gaap_FairValueInputsLevel1Member_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueInputsLevel1Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Inputs Level1 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel2Member" xlink:type="locator" xlink:label="us-gaap_FairValueInputsLevel2Member" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueInputsLevel2Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Level 2</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueInputsLevel2Member" xlink:to="us-gaap_FairValueInputsLevel2Member_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueInputsLevel2Member_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Inputs Level2 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentFairValueDisclosure" xlink:type="locator" xlink:label="us-gaap_PropertyPlantAndEquipmentFairValueDisclosure" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Non-financial long-lived assets</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Plant And Equipment Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByAssetClassAxis" xlink:type="locator" xlink:label="us-gaap_FairValueByAssetClassAxis" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByAssetClassAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Asset Class</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueByAssetClassAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value By Asset Class [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationByAssetClassDomain" xlink:type="locator" xlink:label="us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationByAssetClassDomain" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationByAssetClassDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Asset Class</link:label>
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    <link:label xml:lang="en-US" xlink:label="us-gaap_FairValueAssetsMeasuredOnRecurringBasisUnobservableInputReconciliationByAssetClassDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Assets Measured On Recurring Basis Unobservable Input Reconciliation By Asset Class [Domain]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AutomotiveServicesMember" xlink:type="locator" xlink:label="eprt_AutomotiveServicesMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AutomotiveServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Automotive Services.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AutomotiveServicesMember" xlink:to="eprt_AutomotiveServicesMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AutomotiveServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Automotive Service</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AutomotiveServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Automotive Services [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_QuickServiceRestaurantsMember" xlink:type="locator" xlink:label="eprt_QuickServiceRestaurantsMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_QuickServiceRestaurantsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Quick service restaurants.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_QuickServiceRestaurantsMember" xlink:to="eprt_QuickServiceRestaurantsMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_QuickServiceRestaurantsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Quick service restaurant</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_QuickServiceRestaurantsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Quick Service Restaurants [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_VacantPropertyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Vacant property</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_CapitolHeightsMDMember" xlink:type="locator" xlink:label="eprt_CapitolHeightsMDMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitolHeightsMDMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Capitol Heights, MD.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_CapitolHeightsMDMember" xlink:to="eprt_CapitolHeightsMDMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_CapitolHeightsMDMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Capitol Heights, MD</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_CapitolHeightsMDMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capitol Heights M D [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_MansfieldOHMember" xlink:type="locator" xlink:label="eprt_MansfieldOHMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_MansfieldOHMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mansfield, OH.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_MansfieldOHMember" xlink:to="eprt_MansfieldOHMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_MansfieldOHMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mansfield, OH</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_MansfieldOHMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mansfield O H [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_BadenPAMember" xlink:type="locator" xlink:label="eprt_BadenPAMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_BadenPAMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Baden, PA.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_BadenPAMember" xlink:to="eprt_BadenPAMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_BadenPAMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Baden, PA</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_BadenPAMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Baden P A [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_StLouisMOMember" xlink:type="locator" xlink:label="eprt_StLouisMOMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_StLouisMOMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">St. Louis, MO.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_StLouisMOMember" xlink:to="eprt_StLouisMOMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_StLouisMOMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">St. Louis, MO</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_StLouisMOMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">St Louis M O [Member]</link:label>
    <link:label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AlternativeInvestmentValuationTechniqueExtensibleList" xlink:type="locator" xlink:label="us-gaap_AlternativeInvestmentValuationTechniqueExtensibleList" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AlternativeInvestmentValuationTechniqueExtensibleList_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Alternative Investment, Valuation Technique [Extensible List]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AlternativeInvestmentValuationTechniqueExtensibleList" xlink:to="us-gaap_AlternativeInvestmentValuationTechniqueExtensibleList_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AlternativeInvestmentValuationTechniqueExtensibleList_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Alternative Investment Valuation Technique Extensible List</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AlternativeInvestmentMeasurementInputExtensibleList" xlink:type="locator" xlink:label="us-gaap_AlternativeInvestmentMeasurementInputExtensibleList" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AlternativeInvestmentMeasurementInputExtensibleList_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Alternative Investment, Measurement Input [Extensible List]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AlternativeInvestmentMeasurementInputExtensibleList" xlink:to="us-gaap_AlternativeInvestmentMeasurementInputExtensibleList_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_AlternativeInvestmentMeasurementInputExtensibleList_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Alternative Investment Measurement Input Extensible List</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure" xlink:type="locator" xlink:label="eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure" />
    <link:label xml:lang="en-US" xlink:label="eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Significant unobservable inputs non-financial assets fair value disclosure.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure" xlink:to="eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Significant Unobservable Inputs</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_SignificantUnobservableInputsNonFinancialAssetsFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Significant Unobservable Inputs Non Financial Assets Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTable" xlink:type="locator" xlink:label="us-gaap_SubsequentEventTable" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event [Table]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTable" xlink:to="us-gaap_SubsequentEventTable_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event [Table]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_AmendedCreditFacilityMember" xlink:type="locator" xlink:label="eprt_AmendedCreditFacilityMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmendedCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amended credit facility.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_AmendedCreditFacilityMember" xlink:to="eprt_AmendedCreditFacilityMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_AmendedCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amended Credit Facility</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_AmendedCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amended Credit Facility [Member]</link:label>
    <link:loc xlink:href="eprt-20190331.xsd#eprt_TermLoanFacilityMember" xlink:type="locator" xlink:label="eprt_TermLoanFacilityMember" />
    <link:label xml:lang="en-US" xlink:label="eprt_TermLoanFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Term loan facility.</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="eprt_TermLoanFacilityMember" xlink:to="eprt_TermLoanFacilityMember_lbl" />
    <link:label xml:lang="en-US" xlink:label="eprt_TermLoanFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Term Loan Facility</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_TermLoanFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Term Loan Facility [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventLineItems" xlink:type="locator" xlink:label="us-gaap_SubsequentEventLineItems" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event [Line Items]</link:label>
    <link:labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventLineItems" xlink:to="us-gaap_SubsequentEventLineItems_lbl" />
    <link:label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event [Line Items]</link:label>
    <link:label xml:lang="en-US" xlink:label="eprt_LineOfCreditFacilityAdditionalMaximumBorrowingCapacity_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Additional available amount under the facility</link:label>
  </link:labelLink>
</link:linkbase>
