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    <link:label id="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansByExercisePriceRangeAxis_431FC1E33B69BEE341D1C8E01696141C_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansByExercisePriceRangeAxis_431FC1E33B69BEE341D1C8E01696141C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exercise Price Range [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansByExercisePriceRangeAxis" xlink:label="loc_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansByExercisePriceRangeAxis_431FC1E33B69BEE341D1C8E01696141C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansByExercisePriceRangeAxis_431FC1E33B69BEE341D1C8E01696141C" xlink:to="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansByExercisePriceRangeAxis_431FC1E33B69BEE341D1C8E01696141C" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Exercise Price Range [Domain]</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exercise Price Range [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain" xlink:label="loc_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2" xlink:to="lab_us-gaap_ShareBasedCompensationSharesAuthorizedUnderStockOptionPlansExercisePriceRangeDomain_3870B31963C92DD01460C8E0169646E2" xlink:type="arc" />
    <link:label id="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407_terseLabel_en-US" xlink:label="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$40.01 - $100.00 (average life - 2.6 years)</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407_label_en-US" xlink:label="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exercise Price Range One [Member]</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407_documentation_en-US" xlink:label="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Exercise Price Range One [Member]</link:label>
    <link:loc xlink:href="ayi-20200531.xsd#ayi_ExercisePriceRangeOneMember" xlink:label="loc_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407" xlink:to="lab_ayi_ExercisePriceRangeOneMember_C1093EF8A6DB88EBFFD1C8E01697C407" xlink:type="arc" />
    <link:label id="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A_terseLabel_en-US" xlink:label="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$100.01 - $160.00 (average life - 8.8 years)</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A_label_en-US" xlink:label="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exercise Price Range Two [Member]</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A_documentation_en-US" xlink:label="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Exercise Price Range Two [Member]</link:label>
    <link:loc xlink:href="ayi-20200531.xsd#ayi_ExercisePriceRangeTwoMember" xlink:label="loc_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A" xlink:to="lab_ayi_ExercisePriceRangeTwoMember_1F73E92C5A3C968A6813C8E016970D3A" xlink:type="arc" />
    <link:label id="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8_terseLabel_en-US" xlink:label="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$160.01 - $210.00 (average life - 5.7 years)</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8_label_en-US" xlink:label="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exercise Price Range Three [Member]</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8_documentation_en-US" xlink:label="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Exercise Price Range Three [Member]</link:label>
    <link:loc xlink:href="ayi-20200531.xsd#ayi_ExercisePriceRangeThreeMember" xlink:label="loc_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8" xlink:to="lab_ayi_ExercisePriceRangeThreeMember_9E9A46F3E88EDE8B8A1BC8E01697B3E8" xlink:type="arc" />
    <link:label id="lab_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676_terseLabel_en-US" xlink:label="lab_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$210.01 - $239.76 (average life - 6.7 years)</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676_label_en-US" xlink:label="lab_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Exercise Price Range Four [Member]</link:label>
    <link:label id="lab_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676_documentation_en-US" xlink:label="lab_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Exercise Price Range Four [Member]</link:label>
    <link:loc xlink:href="ayi-20200531.xsd#ayi_ExercisePriceRangeFourMember" xlink:label="loc_ayi_ExercisePriceRangeFourMember_22E5750838A473072A11C8E01697C676" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058_terseLabel_en-US" xlink:label="lab_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Award Type [Axis]</link:label>
    <link:label id="lab_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058_label_en-US" xlink:label="lab_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Award Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AwardTypeAxis" xlink:label="loc_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058" xlink:to="lab_us-gaap_AwardTypeAxis_D23666EA37BBD071054EC8E016982058" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_8F03598B083FDFE76C0BC8E01698D325_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_8F03598B083FDFE76C0BC8E01698D325" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Award Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_8F03598B083FDFE76C0BC8E01698D325_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_8F03598B083FDFE76C0BC8E01698D325" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Award Type [Domain]</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_8F03598B083FDFE76C0BC8E01698D325" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_8F03598B083FDFE76C0BC8E01698D325" xlink:type="arc" />
    <link:label id="lab_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA_terseLabel_en-US" xlink:label="lab_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock options</link:label>
    <link:label id="lab_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA_label_en-US" xlink:label="lab_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Payment Arrangement, Option [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_EmployeeStockOptionMember" xlink:label="loc_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA" xlink:to="lab_us-gaap_EmployeeStockOptionMember_CFA28BA3AB830DD6BFDBC8E0169811FA" xlink:type="arc" />
    <link:label id="lab_us-gaap_PlanNameAxis_AB707E3955EF087CB75AC8E0169881FA_terseLabel_en-US" xlink:label="lab_us-gaap_PlanNameAxis_AB707E3955EF087CB75AC8E0169881FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan Name [Axis]</link:label>
    <link:label id="lab_us-gaap_PlanNameAxis_AB707E3955EF087CB75AC8E0169881FA_label_en-US" xlink:label="lab_us-gaap_PlanNameAxis_AB707E3955EF087CB75AC8E0169881FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Plan Name [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PlanNameAxis" xlink:label="loc_us-gaap_PlanNameAxis_AB707E3955EF087CB75AC8E0169881FA" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PlanNameDomain_CAFB92D81E25B515456DC8E01699580B_terseLabel_en-US" xlink:label="lab_us-gaap_PlanNameDomain_CAFB92D81E25B515456DC8E01699580B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plan Name [Domain]</link:label>
    <link:label id="lab_us-gaap_PlanNameDomain_CAFB92D81E25B515456DC8E01699580B_label_en-US" xlink:label="lab_us-gaap_PlanNameDomain_CAFB92D81E25B515456DC8E01699580B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Plan Name [Domain]</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_88AB66013354958B80E4C8E0169ACE13_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_88AB66013354958B80E4C8E0169ACE13" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Granted (shares)</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_264D9CDB09A0E8C20561C8E0169BAFFA_periodStartLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_264D9CDB09A0E8C20561C8E0169BAFFA" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Outstanding at beginning of period (in usd per share)</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_61976926AFEA2C0F2399C8E0169B4606_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_61976926AFEA2C0F2399C8E0169B4606" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Granted (in usd per share)</link:label>
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    <link:loc xlink:href="ayi-20200531.xsd#ayi_ServiceStockOptionsMember" xlink:label="loc_ayi_ServiceStockOptionsMember_B5F8796E0A240CB869CAC8E0173A360A" xlink:type="locator" />
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    <link:loc xlink:href="ayi-20200531.xsd#ayi_MarketStockOptionsMember" xlink:label="loc_ayi_MarketStockOptionsMember_D73E86251DE0A008DD1BC8E0173B7608" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_82874FFBC72631154ADEC8E0173B2C07" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_95022183BC96B46101D2E2F9A462AFF3_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_95022183BC96B46101D2E2F9A462AFF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2022</link:label>
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    <link:label id="lab_ayi_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour_FE5A684EEF8D0319BA98E2F9A4630EEE_terseLabel_en-US" xlink:label="lab_ayi_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour_FE5A684EEF8D0319BA98E2F9A4630EEE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Thereafter</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentLineItems_85B6FA4DE446FC4FAF11ED171AD40510_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_85B6FA4DE446FC4FAF11ED171AD40510" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityAbstract_C752AD0AF5B5C85A6915ED171AD43B0A_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityAbstract_C752AD0AF5B5C85A6915ED171AD43B0A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_0401600796C614ABB927ED171AD5414F_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_0401600796C614ABB927ED171AD5414F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_0401600796C614ABB927ED171AD5414F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentTerm_F85FEA514329868F027DED171AD5FC44_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentTerm_F85FEA514329868F027DED171AD5FC44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revolving credit facility term</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentTerm_F85FEA514329868F027DED171AD5FC44_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentTerm_F85FEA514329868F027DED171AD5FC44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Term</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_C3E708968C87EA7F7B05ED171AD5F07E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_C3E708968C87EA7F7B05ED171AD5F07E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Term loan facility</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_C3E708968C87EA7F7B05ED171AD5F07E_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_C3E708968C87EA7F7B05ED171AD5F07E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_C3E708968C87EA7F7B05ED171AD5F07E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCredit_184FB27DBA4D563ACFC6ED171AD5824A_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_184FB27DBA4D563ACFC6ED171AD5824A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings outstanding under current Revolving Credit Facility</link:label>
    <link:label id="lab_us-gaap_LineOfCredit_184FB27DBA4D563ACFC6ED171AD5824A_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_184FB27DBA4D563ACFC6ED171AD5824A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
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    <link:label id="lab_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings outstanding under Term Loan Facility</link:label>
    <link:label id="lab_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1_label_en-US" xlink:label="lab_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebt" xlink:label="loc_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1" xlink:to="lab_us-gaap_LongTermDebt_A763330A16688989ACB5ED171AD5AFA1" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtNoncurrent_78C2FC937A2974041C77ED171AD6141C_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtNoncurrent_78C2FC937A2974041C77ED171AD6141C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings reflected within Long-term debt on Consolidated Balance Sheets</link:label>
    <link:label id="lab_us-gaap_LongTermDebtNoncurrent_78C2FC937A2974041C77ED171AD6141C_label_en-US" xlink:label="lab_us-gaap_LongTermDebtNoncurrent_78C2FC937A2974041C77ED171AD6141C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Excluding Current Maturities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtNoncurrent" xlink:label="loc_us-gaap_LongTermDebtNoncurrent_78C2FC937A2974041C77ED171AD6141C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_D5599C4AF279C6B74B92ED171AD6FBCB_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_D5599C4AF279C6B74B92ED171AD6FBCB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Applicable margins based on company's leverage ratio, percentage</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:label="loc_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_D5599C4AF279C6B74B92ED171AD6FBCB" xlink:type="locator" />
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    <link:label id="lab_ayi_DebtInstrumentBorrowingPeriodNumberofInstallments_0663E567BF3D83DE34ADED171AD69E9E_terseLabel_en-US" xlink:label="lab_ayi_DebtInstrumentBorrowingPeriodNumberofInstallments_0663E567BF3D83DE34ADED171AD69E9E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of separate installments allowed during borrowing period</link:label>
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    <link:label id="lab_ayi_DebtInstrumentBorrowingPeriodNumberofInstallments_0663E567BF3D83DE34ADED171AD69E9E_documentation_en-US" xlink:label="lab_ayi_DebtInstrumentBorrowingPeriodNumberofInstallments_0663E567BF3D83DE34ADED171AD69E9E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Borrowing Period, Number of Installments</link:label>
    <link:loc xlink:href="ayi-20200531.xsd#ayi_DebtInstrumentBorrowingPeriodNumberofInstallments" xlink:label="loc_ayi_DebtInstrumentBorrowingPeriodNumberofInstallments_0663E567BF3D83DE34ADED171AD69E9E" xlink:type="locator" />
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    <link:label id="lab_ayi_DebtInstrumentPeriodicPaymentMaturityPercentofPrincipal_96877BA3EB3E9803831FED171AD63850_terseLabel_en-US" xlink:label="lab_ayi_DebtInstrumentPeriodicPaymentMaturityPercentofPrincipal_96877BA3EB3E9803831FED171AD63850" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Quarterly payment (percent)</link:label>
    <link:label id="lab_ayi_DebtInstrumentPeriodicPaymentMaturityPercentofPrincipal_96877BA3EB3E9803831FED171AD63850_label_en-US" xlink:label="lab_ayi_DebtInstrumentPeriodicPaymentMaturityPercentofPrincipal_96877BA3EB3E9803831FED171AD63850" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Periodic Payment, Maturity, Percent of Principal</link:label>
    <link:label id="lab_ayi_DebtInstrumentPeriodicPaymentMaturityPercentofPrincipal_96877BA3EB3E9803831FED171AD63850_documentation_en-US" xlink:label="lab_ayi_DebtInstrumentPeriodicPaymentMaturityPercentofPrincipal_96877BA3EB3E9803831FED171AD63850" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Periodic Payment, Maturity, Percent of Principal</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityCommitmentFeePercentage_4721E62B9CC153DEF5B7ED171AD62256_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCommitmentFeePercentage_4721E62B9CC153DEF5B7ED171AD62256" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Facility fee (percent)</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityCommitmentFeePercentage_4721E62B9CC153DEF5B7ED171AD62256_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCommitmentFeePercentage_4721E62B9CC153DEF5B7ED171AD62256" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Commitment Fee Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LineOfCreditFacilityCommitmentFeePercentage" xlink:label="loc_us-gaap_LineOfCreditFacilityCommitmentFeePercentage_4721E62B9CC153DEF5B7ED171AD62256" xlink:type="locator" />
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    <link:label id="lab_ayi_LineOfCreditFacilityCovenantTermsInterestCoverageRatioMinimum_D53AB4502985A51A609CED171AD68C4E_terseLabel_en-US" xlink:label="lab_ayi_LineOfCreditFacilityCovenantTermsInterestCoverageRatioMinimum_D53AB4502985A51A609CED171AD68C4E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum interest coverage ratio</link:label>
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    <link:loc xlink:href="ayi-20200531.xsd#ayi_LineOfCreditFacilityCovenantTermsInterestCoverageRatioMinimum" xlink:label="loc_ayi_LineOfCreditFacilityCovenantTermsInterestCoverageRatioMinimum_D53AB4502985A51A609CED171AD68C4E" xlink:type="locator" />
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    <link:label id="lab_ayi_LineOfCreditFacilityCovenantTermsLeverageRatioMaximum_D55E697AD394B1111512ED171AD77290_terseLabel_en-US" xlink:label="lab_ayi_LineOfCreditFacilityCovenantTermsLeverageRatioMaximum_D55E697AD394B1111512ED171AD77290" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum leverage ratio</link:label>
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    <link:loc xlink:href="ayi-20200531.xsd#ayi_LineOfCreditFacilityCovenantTermsLeverageRatioMaximum" xlink:label="loc_ayi_LineOfCreditFacilityCovenantTermsLeverageRatioMaximum_D55E697AD394B1111512ED171AD77290" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_36CE5EC9A4C67000DFF9ED171AD7B059_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_36CE5EC9A4C67000DFF9ED171AD7B059" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additional borrowing capacity under revolving credit facility</link:label>
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