<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with Wdesk from Workiva-->
<!--Copyright 2020 Workiva-->
<!--r:a90b2ecb-9a27-49d7-bbba-ac355fe3e2da,g:1f90784a-f123-40a6-8396-a011336ed710-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.tempursealy.com/role/CoverPage" xlink:type="simple" xlink:href="tpx-20200930.xsd#CoverPage"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CoverPage" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFINCOME" xlink:type="simple" xlink:href="tpx-20200930.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFINCOME"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFINCOME" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_5639d62a-1a03-4038-8548-7edb715af6c6" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_1bcfbf26-53a7-4e74-a192-7059b5f4b1ea" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_5639d62a-1a03-4038-8548-7edb715af6c6" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_1bcfbf26-53a7-4e74-a192-7059b5f4b1ea" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_85aa1eb0-fa38-4ba1-a3e3-6d60db3c987d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_5639d62a-1a03-4038-8548-7edb715af6c6" xlink:to="loc_us-gaap_IncomeTaxExpenseBenefit_85aa1eb0-fa38-4ba1-a3e3-6d60db3c987d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_19abe86c-5519-4aea-88d2-da03da523c02" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_cc5fb91c-9eab-42b8-96f5-4e2f21048115" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ProfitLoss_19abe86c-5519-4aea-88d2-da03da523c02" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsIncludingPortionAttributableToNoncontrollingInterest_cc5fb91c-9eab-42b8-96f5-4e2f21048115" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToNoncontrollingInterest_e7a22feb-8723-43f8-a07e-78534019f9de" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ProfitLoss_19abe86c-5519-4aea-88d2-da03da523c02" xlink:to="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTaxAttributableToNoncontrollingInterest_e7a22feb-8723-43f8-a07e-78534019f9de" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_ee28a277-c364-4730-a98f-e31b23750a12" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_86452ed5-66ed-4deb-8cd0-c408aaa46c59" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_ee28a277-c364-4730-a98f-e31b23750a12" xlink:to="loc_us-gaap_ProfitLoss_86452ed5-66ed-4deb-8cd0-c408aaa46c59" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest_e7468376-2d6c-4021-b5c5-84f18f9465d3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_ee28a277-c364-4730-a98f-e31b23750a12" xlink:to="loc_us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest_e7468376-2d6c-4021-b5c5-84f18f9465d3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerShareDiluted_c13f5342-7fd3-410e-9906-d0006611a4de" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_EarningsPerShareDiluted"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_a029467b-90da-44ea-9ecf-d5deed35ebd3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_EarningsPerShareDiluted_c13f5342-7fd3-410e-9906-d0006611a4de" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsPerDilutedShare_a029467b-90da-44ea-9ecf-d5deed35ebd3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationNetOfTaxPerDilutedShare_8f84be24-f846-4667-a40b-0f28fac0d7ba" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationNetOfTaxPerDilutedShare"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_EarningsPerShareDiluted_c13f5342-7fd3-410e-9906-d0006611a4de" xlink:to="loc_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationNetOfTaxPerDilutedShare_8f84be24-f846-4667-a40b-0f28fac0d7ba" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EarningsPerShareBasic_3f77bc34-ee48-4216-93c2-2967f252fe68" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_EarningsPerShareBasic"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_9f15addb-ab8d-46aa-9147-ce3f3d93ac61" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsPerBasicShare"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_EarningsPerShareBasic_3f77bc34-ee48-4216-93c2-2967f252fe68" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsPerBasicShare_9f15addb-ab8d-46aa-9147-ce3f3d93ac61" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationNetOfTaxPerBasicShare_bdd95747-5e78-4faa-ab6c-356f4087457b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationNetOfTaxPerBasicShare"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_EarningsPerShareBasic_3f77bc34-ee48-4216-93c2-2967f252fe68" xlink:to="loc_us-gaap_DiscontinuedOperationIncomeLossFromDiscontinuedOperationNetOfTaxPerBasicShare_bdd95747-5e78-4faa-ab6c-356f4087457b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NonoperatingIncomeExpense_d2ceeb32-67e6-4381-92b0-ad89c8554693" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NonoperatingIncomeExpense"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherNonoperatingIncomeExpense_41b1e920-d19a-464c-a7bc-d1b6050fb65d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherNonoperatingIncomeExpense"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_d2ceeb32-67e6-4381-92b0-ad89c8554693" xlink:to="loc_us-gaap_OtherNonoperatingIncomeExpense_41b1e920-d19a-464c-a7bc-d1b6050fb65d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestExpense_f98cbe10-c833-41c8-9849-1747e675cb41" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InterestExpense"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_d2ceeb32-67e6-4381-92b0-ad89c8554693" xlink:to="loc_us-gaap_InterestExpense_f98cbe10-c833-41c8-9849-1747e675cb41" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_46a0f83c-02b9-4b7f-bffa-f558c77ac145" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GainsLossesOnExtinguishmentOfDebt"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_d2ceeb32-67e6-4381-92b0-ad89c8554693" xlink:to="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_46a0f83c-02b9-4b7f-bffa-f558c77ac145" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_102375da-a545-4ffd-94e3-73357d46c47c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossProfit_bc71cc27-72d9-462c-9652-b4e1f820d554" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GrossProfit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_102375da-a545-4ffd-94e3-73357d46c47c" xlink:to="loc_us-gaap_GrossProfit_bc71cc27-72d9-462c-9652-b4e1f820d554" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SellingAndMarketingExpense_2ae81922-4863-405a-a9b1-7bb147d78c86" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_SellingAndMarketingExpense"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_102375da-a545-4ffd-94e3-73357d46c47c" xlink:to="loc_us-gaap_SellingAndMarketingExpense_2ae81922-4863-405a-a9b1-7bb147d78c86" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_GeneralAdministrativeAndOtherExpenses_0bf78661-5eaf-4035-a413-ef0eec3d68e3" xlink:href="tpx-20200930.xsd#tpx_GeneralAdministrativeAndOtherExpenses"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_102375da-a545-4ffd-94e3-73357d46c47c" xlink:to="loc_tpx_GeneralAdministrativeAndOtherExpenses_0bf78661-5eaf-4035-a413-ef0eec3d68e3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_IncomeLossfromEquityMethodInvestmentsAverageRate_a5d7a000-1772-48da-8f53-7dc7802e0878" xlink:href="tpx-20200930.xsd#tpx_IncomeLossfromEquityMethodInvestmentsAverageRate"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_102375da-a545-4ffd-94e3-73357d46c47c" xlink:to="loc_tpx_IncomeLossfromEquityMethodInvestmentsAverageRate_a5d7a000-1772-48da-8f53-7dc7802e0878" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossProfit_ae2adce6-123a-4f03-8b25-a779df169a56" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GrossProfit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CostOfRevenue_5c9597cd-0ff0-4034-a21e-ed41f102fe0c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CostOfRevenue"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_ae2adce6-123a-4f03-8b25-a779df169a56" xlink:to="loc_us-gaap_CostOfRevenue_5c9597cd-0ff0-4034-a21e-ed41f102fe0c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_4543a44d-d55d-4b2a-a6ba-c85edcefaff0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_ae2adce6-123a-4f03-8b25-a779df169a56" xlink:to="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_4543a44d-d55d-4b2a-a6ba-c85edcefaff0" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCOMPREHENSIVEINCOME" xlink:type="simple" xlink:href="tpx-20200930.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFCOMPREHENSIVEINCOME"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCOMPREHENSIVEINCOME" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTax_8c32a85c-8a67-4d71-a229-464244aca532" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_c7988d45-8c26-443a-be8d-934e2332ab42" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_8c32a85c-8a67-4d71-a229-464244aca532" xlink:to="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_c7988d45-8c26-443a-be8d-934e2332ab42" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest_308a1697-352a-46b1-aebf-2e78546bc4b0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_8c32a85c-8a67-4d71-a229-464244aca532" xlink:to="loc_us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest_308a1697-352a-46b1-aebf-2e78546bc4b0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_3cd3e040-5401-4b6a-86d4-8f3400ef26e5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_dde20046-396f-4672-b1a9-95f18594182f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_3cd3e040-5401-4b6a-86d4-8f3400ef26e5" xlink:to="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_dde20046-396f-4672-b1a9-95f18594182f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_6296fb21-9662-46ef-9ab1-898d5ca8b1ab" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest_3cd3e040-5401-4b6a-86d4-8f3400ef26e5" xlink:to="loc_us-gaap_ProfitLoss_6296fb21-9662-46ef-9ab1-898d5ca8b1ab" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_b8f12025-b842-4c5b-bf22-c43067d48146" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_36ae34c5-23d8-4529-a304-009f1de50e5f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossNetOfTax_b8f12025-b842-4c5b-bf22-c43067d48146" xlink:to="loc_us-gaap_OtherComprehensiveIncomeLossForeignCurrencyTransactionAndTranslationAdjustmentNetOfTax_36ae34c5-23d8-4529-a304-009f1de50e5f" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDBALANCESHEETS" xlink:type="simple" xlink:href="tpx-20200930.xsd#CONDENSEDCONSOLIDATEDBALANCESHEETS"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDBALANCESHEETS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_fdaeb7d6-a1d8-47bb-9f42-085024c054a1" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsPayableCurrent_eeef0ecc-ca56-483b-93a1-4bda9f6fc3c3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccountsPayableCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_fdaeb7d6-a1d8-47bb-9f42-085024c054a1" xlink:to="loc_us-gaap_AccountsPayableCurrent_eeef0ecc-ca56-483b-93a1-4bda9f6fc3c3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedLiabilitiesCurrent_8d7f0313-0d66-46c7-bf59-2c9fc1a1a513" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedLiabilitiesCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_fdaeb7d6-a1d8-47bb-9f42-085024c054a1" xlink:to="loc_us-gaap_AccruedLiabilitiesCurrent_8d7f0313-0d66-46c7-bf59-2c9fc1a1a513" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedIncomeTaxesCurrent_edb85628-1d46-462b-96f9-2a6425cb8985" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedIncomeTaxesCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_fdaeb7d6-a1d8-47bb-9f42-085024c054a1" xlink:to="loc_us-gaap_AccruedIncomeTaxesCurrent_edb85628-1d46-462b-96f9-2a6425cb8985" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_43d0a577-60a9-453a-a2f9-f83f057f5c8d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_fdaeb7d6-a1d8-47bb-9f42-085024c054a1" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_43d0a577-60a9-453a-a2f9-f83f057f5c8d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_ae62335c-8a54-49ff-b768-8bc0b24cc467" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AssetsCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValueIncludingDiscontinuedOperations_99715424-e89b-4723-bb38-c4ddb5828535" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValueIncludingDiscontinuedOperations"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_ae62335c-8a54-49ff-b768-8bc0b24cc467" xlink:to="loc_us-gaap_CashAndCashEquivalentsAtCarryingValueIncludingDiscontinuedOperations_99715424-e89b-4723-bb38-c4ddb5828535" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsReceivableNetCurrent_5bd74c8c-dc93-49c0-b52c-956e2719b3a0" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccountsReceivableNetCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_ae62335c-8a54-49ff-b768-8bc0b24cc467" xlink:to="loc_us-gaap_AccountsReceivableNetCurrent_5bd74c8c-dc93-49c0-b52c-956e2719b3a0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_642c9cd3-0210-4c76-b568-ddff20a503f5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryNet"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_ae62335c-8a54-49ff-b768-8bc0b24cc467" xlink:to="loc_us-gaap_InventoryNet_642c9cd3-0210-4c76-b568-ddff20a503f5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PrepaidExpenseAndOtherAssetsCurrent_bba789c0-caf0-45e2-9f13-c1ce6928aac9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PrepaidExpenseAndOtherAssetsCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_ae62335c-8a54-49ff-b768-8bc0b24cc467" xlink:to="loc_us-gaap_PrepaidExpenseAndOtherAssetsCurrent_bba789c0-caf0-45e2-9f13-c1ce6928aac9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities_44d1925c-00ab-4d25-8edb-16cce0710952" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Liabilities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityNoncurrent_094a1218-4756-4e21-96b1-d9f2f10620fb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiabilityNoncurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_44d1925c-00ab-4d25-8edb-16cce0710952" xlink:to="loc_us-gaap_OperatingLeaseLiabilityNoncurrent_094a1218-4756-4e21-96b1-d9f2f10620fb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesNoncurrent_ee46651e-3bef-43cf-833e-4b0e6238f087" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherLiabilitiesNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_44d1925c-00ab-4d25-8edb-16cce0710952" xlink:to="loc_us-gaap_OtherLiabilitiesNoncurrent_ee46651e-3bef-43cf-833e-4b0e6238f087" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet_197e8ae0-6e7c-4b61-b79b-9ee0f4c25128" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredIncomeTaxLiabilitiesNet"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_44d1925c-00ab-4d25-8edb-16cce0710952" xlink:to="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet_197e8ae0-6e7c-4b61-b79b-9ee0f4c25128" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_70caf749-e544-4f8d-b037-a38fb00f5e31" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligations"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_44d1925c-00ab-4d25-8edb-16cce0710952" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_70caf749-e544-4f8d-b037-a38fb00f5e31" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_2d9bdb24-0b0c-48e1-8dc0-e02b63f3450e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_44d1925c-00ab-4d25-8edb-16cce0710952" xlink:to="loc_us-gaap_LiabilitiesCurrent_2d9bdb24-0b0c-48e1-8dc0-e02b63f3450e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesAndStockholdersEquity_b859f600-b939-4101-8b3f-3df9e204a02b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LiabilitiesAndStockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_8a9ebd43-37f5-4475-8dc9-032b39d070cd" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_b859f600-b939-4101-8b3f-3df9e204a02b" xlink:to="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_8a9ebd43-37f5-4475-8dc9-032b39d070cd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities_50ae1bba-0964-4e03-a1f6-e174239c9de4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Liabilities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_b859f600-b939-4101-8b3f-3df9e204a02b" xlink:to="loc_us-gaap_Liabilities_50ae1bba-0964-4e03-a1f6-e174239c9de4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RedeemableNoncontrollingInterestEquityCarryingAmount_53ad79e2-76a7-4821-9c17-c51d4a561a52" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RedeemableNoncontrollingInterestEquityCarryingAmount"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_b859f600-b939-4101-8b3f-3df9e204a02b" xlink:to="loc_us-gaap_RedeemableNoncontrollingInterestEquityCarryingAmount_53ad79e2-76a7-4821-9c17-c51d4a561a52" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Assets"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_ff7af548-8c11-46b5-8ecd-c6d58d4e1900" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_ff7af548-8c11-46b5-8ecd-c6d58d4e1900" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxAssetsNet_91d692c7-79c7-4fe8-9989-9d9ff0f7e7b9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredIncomeTaxAssetsNet"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_DeferredIncomeTaxAssetsNet_91d692c7-79c7-4fe8-9989-9d9ff0f7e7b9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IntangibleAssetsNetExcludingGoodwill_57a5692a-9b19-44e5-bcee-132394d0accf" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IntangibleAssetsNetExcludingGoodwill"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_IntangibleAssetsNetExcludingGoodwill_57a5692a-9b19-44e5-bcee-132394d0accf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAssetsNoncurrent_bd3de8db-90bb-40e5-b473-ec6b17455060" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherAssetsNoncurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_OtherAssetsNoncurrent_bd3de8db-90bb-40e5-b473-ec6b17455060" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Goodwill_d21a1d77-e0c5-470a-ba2d-f71cf841c780" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Goodwill"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_Goodwill_d21a1d77-e0c5-470a-ba2d-f71cf841c780" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseRightOfUseAsset_5c90acf3-a123-4c0e-adef-1f43264fcbb4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseRightOfUseAsset"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_OperatingLeaseRightOfUseAsset_5c90acf3-a123-4c0e-adef-1f43264fcbb4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_af7b3e77-2132-4b52-a882-9663ea881583" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AssetsCurrent"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_1ef253ce-c12d-4bb1-a281-3cc6b90df8ca" xlink:to="loc_us-gaap_AssetsCurrent_af7b3e77-2132-4b52-a882-9663ea881583" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFSTOCKHOLDERSEQUITY" xlink:type="simple" xlink:href="tpx-20200930.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFSTOCKHOLDERSEQUITY"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFSTOCKHOLDERSEQUITY" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCASHFLOWS" xlink:type="simple" xlink:href="tpx-20200930.xsd#CONDENSEDCONSOLIDATEDSTATEMENTSOFCASHFLOWS"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CONDENSEDCONSOLIDATEDSTATEMENTSOFCASHFLOWS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromLongTermLinesOfCredit_39f8b48c-59f5-4d84-ad54-f040fbcd391a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromLongTermLinesOfCredit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:to="loc_us-gaap_ProceedsFromLongTermLinesOfCredit_39f8b48c-59f5-4d84-ad54-f040fbcd391a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RepaymentsOfLinesOfCredit_aa4e2559-e22f-4a43-846d-d9af958f680d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_RepaymentsOfLinesOfCredit"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:to="loc_us-gaap_RepaymentsOfLinesOfCredit_aa4e2559-e22f-4a43-846d-d9af958f680d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromIssuanceOfCommonStock_06575eab-ebe8-49b0-a984-e16e3a64785d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromIssuanceOfCommonStock"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:to="loc_us-gaap_ProceedsFromIssuanceOfCommonStock_06575eab-ebe8-49b0-a984-e16e3a64785d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsForRepurchaseOfEquity_79d08f0d-97ff-44f5-9281-23e9063e997e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsForRepurchaseOfEquity"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:to="loc_us-gaap_PaymentsForRepurchaseOfEquity_79d08f0d-97ff-44f5-9281-23e9063e997e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_e6f19caf-7352-4ab5-b248-32a6c1c4bd26" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProceedsFromPaymentsForOtherFinancingActivities"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:to="loc_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_e6f19caf-7352-4ab5-b248-32a6c1c4bd26" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfFinancingCosts_f4ab7ae5-5fb6-43cd-a97d-a854a75b658f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsOfFinancingCosts"/>
    <link:calculationArc order="6" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_c35710bd-cbb6-45a9-9ee1-c748c16f57e9" xlink:to="loc_us-gaap_PaymentsOfFinancingCosts_f4ab7ae5-5fb6-43cd-a97d-a854a75b658f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_04dd7a77-c438-42c0-95bb-6974d86b0509" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInContinuingOperations_4e21a296-21b0-4728-8ea8-b009944a55a7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInContinuingOperations"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_04dd7a77-c438-42c0-95bb-6974d86b0509" xlink:to="loc_us-gaap_NetCashProvidedByUsedInContinuingOperations_4e21a296-21b0-4728-8ea8-b009944a55a7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInDiscontinuedOperations_0b07b30e-20cd-4d7f-be26-154c1efaf626" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInDiscontinuedOperations"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_04dd7a77-c438-42c0-95bb-6974d86b0509" xlink:to="loc_us-gaap_NetCashProvidedByUsedInDiscontinuedOperations_0b07b30e-20cd-4d7f-be26-154c1efaf626" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsIncludingDisposalGroupAndDiscontinuedOperations_f3182e33-debb-4c04-b3b3-0b8bb2ffe655" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsIncludingDisposalGroupAndDiscontinuedOperations"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_04dd7a77-c438-42c0-95bb-6974d86b0509" xlink:to="loc_us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsIncludingDisposalGroupAndDiscontinuedOperations_f3182e33-debb-4c04-b3b3-0b8bb2ffe655" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInContinuingOperations_383176e1-f61f-4e24-8bf0-6cfb42dcb39a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInContinuingOperations"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_07beca8e-06bd-4ac4-acc3-da4ef3470290" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInContinuingOperations_383176e1-f61f-4e24-8bf0-6cfb42dcb39a" xlink:to="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperations_07beca8e-06bd-4ac4-acc3-da4ef3470290" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations_79ab9d67-1ef0-4e60-a849-44d630bc4737" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInContinuingOperations_383176e1-f61f-4e24-8bf0-6cfb42dcb39a" xlink:to="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations_79ab9d67-1ef0-4e60-a849-44d630bc4737" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_d28a73b8-969c-41b7-91b0-0d2df5783642" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInContinuingOperations_383176e1-f61f-4e24-8bf0-6cfb42dcb39a" xlink:to="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_d28a73b8-969c-41b7-91b0-0d2df5783642" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations_cba4d98a-bbb0-4b60-878e-a9c34295b452" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5a90ce79-e49a-480d-b7b8-8b73436ae241" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations_cba4d98a-bbb0-4b60-878e-a9c34295b452" xlink:to="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5a90ce79-e49a-480d-b7b8-8b73436ae241" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_fe552a8f-e42a-44a5-ba9b-826d855c59c9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations_cba4d98a-bbb0-4b60-878e-a9c34295b452" xlink:to="loc_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_fe552a8f-e42a-44a5-ba9b-826d855c59c9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_cd5601db-d238-404d-8749-35e472d17c74" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_PaymentsForProceedsFromOtherInvestingActivities"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesContinuingOperations_cba4d98a-bbb0-4b60-878e-a9c34295b452" xlink:to="loc_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_cd5601db-d238-404d-8749-35e472d17c74" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInDiscontinuedOperations_171e473f-abca-407d-bf3f-19e862b31413" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInDiscontinuedOperations"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashProvidedByUsedInOperatingActivitiesDiscontinuedOperations_af49428c-1770-4203-a2c4-0324feea7a54" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashProvidedByUsedInOperatingActivitiesDiscontinuedOperations"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInDiscontinuedOperations_171e473f-abca-407d-bf3f-19e862b31413" xlink:to="loc_us-gaap_CashProvidedByUsedInOperatingActivitiesDiscontinuedOperations_af49428c-1770-4203-a2c4-0324feea7a54" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashProvidedByUsedInInvestingActivitiesDiscontinuedOperations_b4b69a1d-9574-4b6a-8053-546885ac6149" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashProvidedByUsedInInvestingActivitiesDiscontinuedOperations"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInDiscontinuedOperations_171e473f-abca-407d-bf3f-19e862b31413" xlink:to="loc_us-gaap_CashProvidedByUsedInInvestingActivitiesDiscontinuedOperations_b4b69a1d-9574-4b6a-8053-546885ac6149" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashProvidedByUsedInFinancingActivitiesDiscontinuedOperations_3bd9bc6e-7691-4d68-a833-1aa15eef59cf" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_CashProvidedByUsedInFinancingActivitiesDiscontinuedOperations"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInDiscontinuedOperations_171e473f-abca-407d-bf3f-19e862b31413" xlink:to="loc_us-gaap_CashProvidedByUsedInFinancingActivitiesDiscontinuedOperations_3bd9bc6e-7691-4d68-a833-1aa15eef59cf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_ecff0690-5c2c-475b-99fc-ed7de8c47a84" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_ProfitLoss_ecff0690-5c2c-475b-99fc-ed7de8c47a84" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_f56a8bde-05dc-4d00-94f2-3410d0609fe9" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_IncomeLossFromDiscontinuedOperationsNetOfTax_f56a8bde-05dc-4d00-94f2-3410d0609fe9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DepreciationAndAmortization_da0c0075-bec0-4d1b-b0ab-08fc48d963ea" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DepreciationAndAmortization"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_DepreciationAndAmortization_da0c0075-bec0-4d1b-b0ab-08fc48d963ea" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ShareBasedCompensation_d6373690-c05a-4e8c-b1bf-9d5002c43a26" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ShareBasedCompensation"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_ShareBasedCompensation_d6373690-c05a-4e8c-b1bf-9d5002c43a26" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AmortizationOfFinancingCosts_0c9bbfd8-5952-4302-82d0-ecbecd95c95d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AmortizationOfFinancingCosts"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_AmortizationOfFinancingCosts_0c9bbfd8-5952-4302-82d0-ecbecd95c95d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProvisionForDoubtfulAccounts_09023683-9e3a-4860-904d-aabf0cfa918c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ProvisionForDoubtfulAccounts"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_ProvisionForDoubtfulAccounts_09023683-9e3a-4860-904d-aabf0cfa918c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_6b0c7e73-7ab1-4dd8-9f56-854c9be6893e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_6b0c7e73-7ab1-4dd8-9f56-854c9be6893e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1b522e68-d330-48ad-9420-6069cc36e011" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_EquityMethodInvestmentDividendsOrDistributions"/>
    <link:calculationArc order="8" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_EquityMethodInvestmentDividendsOrDistributions_1b522e68-d330-48ad-9420-6069cc36e011" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_a057f202-6b0d-422e-b130-d769a1807259" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ForeignCurrencyTransactionGainLossUnrealized"/>
    <link:calculationArc order="9" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_ForeignCurrencyTransactionGainLossUnrealized_a057f202-6b0d-422e-b130-d769a1807259" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet_5659252f-0408-452b-91b5-4194a66ca040" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet"/>
    <link:calculationArc order="10" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet_5659252f-0408-452b-91b5-4194a66ca040" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromEquityMethodInvestments_3633f44b-cef1-4f32-ada5-c49bbf1f3c24" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_IncomeLossFromEquityMethodInvestments"/>
    <link:calculationArc order="11" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_IncomeLossFromEquityMethodInvestments_3633f44b-cef1-4f32-ada5-c49bbf1f3c24" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_539d35c5-396b-406a-aee1-28156ad31474" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_GainsLossesOnExtinguishmentOfDebt"/>
    <link:calculationArc order="12" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperations_209bc516-a1a1-4523-8b76-43588ac22787" xlink:to="loc_us-gaap_GainsLossesOnExtinguishmentOfDebt_539d35c5-396b-406a-aee1-28156ad31474" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPolicies" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPolicies"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPolicies" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesPolicies" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesPolicies"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesPolicies" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesScheduleOfInventoryCurrentDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesScheduleOfInventoryCurrentDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesScheduleOfInventoryCurrentDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_11110d14-2790-4260-8337-370db63ce58e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryNet"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryWorkInProcess_ceaad6d1-2e1a-4d5c-9339-089c92f7fb59" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryWorkInProcess"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_11110d14-2790-4260-8337-370db63ce58e" xlink:to="loc_us-gaap_InventoryWorkInProcess_ceaad6d1-2e1a-4d5c-9339-089c92f7fb59" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryFinishedGoods_f9da4a3e-29b4-4a55-8433-459fe9e75e50" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryFinishedGoods"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_11110d14-2790-4260-8337-370db63ce58e" xlink:to="loc_us-gaap_InventoryFinishedGoods_f9da4a3e-29b4-4a55-8433-459fe9e75e50" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryRawMaterialsAndSupplies_f83416d0-7218-4691-8f24-70eb27bff42f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_InventoryRawMaterialsAndSupplies"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_11110d14-2790-4260-8337-370db63ce58e" xlink:to="loc_us-gaap_InventoryRawMaterialsAndSupplies_f83416d0-7218-4691-8f24-70eb27bff42f" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesChangesInAccruedSalesReturnsDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesChangesInAccruedSalesReturnsDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesChangesInAccruedSalesReturnsDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesWarrantyActivityDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesWarrantyActivityDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesWarrantyActivityDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesScheduleofAllowanceforDoubtfulAccountsDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#SummaryofSignificantAccountingPoliciesScheduleofAllowanceforDoubtfulAccountsDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/SummaryofSignificantAccountingPoliciesScheduleofAllowanceforDoubtfulAccountsDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/NetSales" xlink:type="simple" xlink:href="tpx-20200930.xsd#NetSales"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/NetSales" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/NetSalesTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#NetSalesTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/NetSalesTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/NetSalesSalesDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#NetSalesSalesDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/NetSalesSalesDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/Acquisitions" xlink:type="simple" xlink:href="tpx-20200930.xsd#Acquisitions"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/Acquisitions" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/AcquisitionsTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#AcquisitionsTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/AcquisitionsTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/AcquisitionsNarrativeDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#AcquisitionsNarrativeDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/AcquisitionsNarrativeDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/AcquisitionsPricePurchaseAllocationDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#AcquisitionsPricePurchaseAllocationDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/AcquisitionsPricePurchaseAllocationDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedWorkingCapital_467106ee-1551-4adc-a0fc-995c3ef518c5" xlink:href="tpx-20200930.xsd#tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedWorkingCapital"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedWorkingCapital_467106ee-1551-4adc-a0fc-995c3ef518c5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedPropertyPlantAndEquipment_876e5d11-3d46-48ec-bae5-042f51f21ea5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedPropertyPlantAndEquipment"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedPropertyPlantAndEquipment_876e5d11-3d46-48ec-bae5-042f51f21ea5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Goodwill_961bbf9a-f432-43f8-8f0d-583466c02abe" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_Goodwill"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_us-gaap_Goodwill_961bbf9a-f432-43f8-8f0d-583466c02abe" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill_eeafb8ba-5efd-4c25-a4a6-b56bd21bc905" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill_eeafb8ba-5efd-4c25-a4a6-b56bd21bc905" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedOperatingLeasesRightofUseAsset_aac2af6d-0b1d-4df8-a1ef-fa407b60e5ac" xlink:href="tpx-20200930.xsd#tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedOperatingLeasesRightofUseAsset"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedOperatingLeasesRightofUseAsset_aac2af6d-0b1d-4df8-a1ef-fa407b60e5ac" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedNoncurrentOperatingLeaseLiabilities_df074a13-ba7c-465e-98c4-b0ff53046dcf" xlink:href="tpx-20200930.xsd#tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedNoncurrentOperatingLeaseLiabilities"/>
    <link:calculationArc order="6" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_tpx_BusinessCombinationRecognizedIdentifiableAssetsAcquiredandLiabilitiesAssumedNoncurrentOperatingLeaseLiabilities_df074a13-ba7c-465e-98c4-b0ff53046dcf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_BusinessCombinationAcquisitionOfLessThan100PercentNoncontrollingInterestFairValue_50e60d72-2f03-4775-af1b-0152df9e8f33" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_BusinessCombinationAcquisitionOfLessThan100PercentNoncontrollingInterestFairValue"/>
    <link:calculationArc order="7" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_393f17fe-6c37-4f5b-bd6b-175e97218ffa" xlink:to="loc_us-gaap_BusinessCombinationAcquisitionOfLessThan100PercentNoncontrollingInterestFairValue_50e60d72-2f03-4775-af1b-0152df9e8f33" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/Goodwill" xlink:type="simple" xlink:href="tpx-20200930.xsd#Goodwill"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/Goodwill" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/GoodwillTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#GoodwillTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/GoodwillTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/GoodwillDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#GoodwillDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/GoodwillDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/Debt" xlink:type="simple" xlink:href="tpx-20200930.xsd#Debt"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/Debt" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/DebtTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#DebtTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/DebtTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/DebtDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#DebtDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/DebtDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_3268a4d3-295d-415d-8e23-62eed77b9296" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross_8e5e3fbe-4e4c-4500-9284-771d9d0ee318" xlink:href="tpx-20200930.xsd#tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_3268a4d3-295d-415d-8e23-62eed77b9296" xlink:to="loc_tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross_8e5e3fbe-4e4c-4500-9284-771d9d0ee318" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredFinanceCostsNet_ecbf4396-4f2e-4a16-b38b-ce9d3620b511" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_DeferredFinanceCostsNet"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_3268a4d3-295d-415d-8e23-62eed77b9296" xlink:to="loc_us-gaap_DeferredFinanceCostsNet_ecbf4396-4f2e-4a16-b38b-ce9d3620b511" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross_a6223028-5358-47e2-a5e7-f63bfef6df98" xlink:href="tpx-20200930.xsd#tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SecuredDebt_bed263ca-c783-46d8-ad61-077649a17a1d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_SecuredDebt"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross_a6223028-5358-47e2-a5e7-f63bfef6df98" xlink:to="loc_us-gaap_SecuredDebt_bed263ca-c783-46d8-ad61-077649a17a1d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiability_b014aac7-ea4e-4360-b49e-49e83f1c24a5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross_a6223028-5358-47e2-a5e7-f63bfef6df98" xlink:to="loc_us-gaap_FinanceLeaseLiability_b014aac7-ea4e-4360-b49e-49e83f1c24a5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLongTermDebt_2c72f30a-578b-47b7-8947-5ae7108f8cd7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherLongTermDebt"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LongtermDebtandCapitalLeaseObligationsIncludingCurrentMaturitiesGross_a6223028-5358-47e2-a5e7-f63bfef6df98" xlink:to="loc_us-gaap_OtherLongTermDebt_2c72f30a-578b-47b7-8947-5ae7108f8cd7" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/DebtDetails_1" xlink:type="simple" xlink:href="tpx-20200930.xsd#DebtDetails_1"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/DebtDetails_1" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_f61a76d2-e33c-4b85-9cc9-0b3fb9323d79" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_4c35cedb-edc5-416e-89f8-581b03388131" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_f61a76d2-e33c-4b85-9cc9-0b3fb9323d79" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_4c35cedb-edc5-416e-89f8-581b03388131" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_3d3316b2-557c-459e-99ae-75b910e59b59" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligations"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_f61a76d2-e33c-4b85-9cc9-0b3fb9323d79" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_3d3316b2-557c-459e-99ae-75b910e59b59" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/Leases" xlink:type="simple" xlink:href="tpx-20200930.xsd#Leases"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/Leases" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesBalanceSheetEffectDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesBalanceSheetEffectDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesBalanceSheetEffectDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_tpx_OperatingandFinanceLeaseLiability_efc0d784-850e-4299-9fc4-606efdb3f03b" xlink:href="tpx-20200930.xsd#tpx_OperatingandFinanceLeaseLiability"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityCurrent_e9fed5ff-3ee6-4154-a3bd-188b6812aa68" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiabilityCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_OperatingandFinanceLeaseLiability_efc0d784-850e-4299-9fc4-606efdb3f03b" xlink:to="loc_us-gaap_OperatingLeaseLiabilityCurrent_e9fed5ff-3ee6-4154-a3bd-188b6812aa68" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityCurrent_0be8fa63-bc75-4729-b238-566e7a17f502" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_OperatingandFinanceLeaseLiability_efc0d784-850e-4299-9fc4-606efdb3f03b" xlink:to="loc_us-gaap_FinanceLeaseLiabilityCurrent_0be8fa63-bc75-4729-b238-566e7a17f502" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityNoncurrent_bc5f4721-8cca-45b0-81aa-411a53f6ecc5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiabilityNoncurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_OperatingandFinanceLeaseLiability_efc0d784-850e-4299-9fc4-606efdb3f03b" xlink:to="loc_us-gaap_OperatingLeaseLiabilityNoncurrent_bc5f4721-8cca-45b0-81aa-411a53f6ecc5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityNoncurrent_df0ef37c-02a4-4367-8002-732def24cb67" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityNoncurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_OperatingandFinanceLeaseLiability_efc0d784-850e-4299-9fc4-606efdb3f03b" xlink:to="loc_us-gaap_FinanceLeaseLiabilityNoncurrent_df0ef37c-02a4-4367-8002-732def24cb67" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LeaseRightofUseAsset_54ffd8fe-4f4d-4adb-8931-a42e402852b6" xlink:href="tpx-20200930.xsd#tpx_LeaseRightofUseAsset"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseRightOfUseAsset_bdc6ba62-81df-4957-998d-6cb24c699c4c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseRightOfUseAsset"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LeaseRightofUseAsset_54ffd8fe-4f4d-4adb-8931-a42e402852b6" xlink:to="loc_us-gaap_OperatingLeaseRightOfUseAsset_bdc6ba62-81df-4957-998d-6cb24c699c4c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseRightOfUseAsset_0ddfc5f0-a271-4c3b-adbc-be71e2bb95cf" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseRightOfUseAsset"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LeaseRightofUseAsset_54ffd8fe-4f4d-4adb-8931-a42e402852b6" xlink:to="loc_us-gaap_FinanceLeaseRightOfUseAsset_0ddfc5f0-a271-4c3b-adbc-be71e2bb95cf" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesExpenseDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesExpenseDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesExpenseDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LeaseCost_ecb6f00d-18a2-46bb-8123-3ff1e37ee050" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LeaseCost"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseCost_c01ea1a4-6971-40c8-9207-92972a5205c3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseCost"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_ecb6f00d-18a2-46bb-8123-3ff1e37ee050" xlink:to="loc_us-gaap_OperatingLeaseCost_c01ea1a4-6971-40c8-9207-92972a5205c3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseRightOfUseAssetAmortization_9efdffbb-59d4-43b1-bdb0-dfc1a1728b93" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseRightOfUseAssetAmortization"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_ecb6f00d-18a2-46bb-8123-3ff1e37ee050" xlink:to="loc_us-gaap_FinanceLeaseRightOfUseAssetAmortization_9efdffbb-59d4-43b1-bdb0-dfc1a1728b93" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseInterestExpense_9b7697aa-9b5b-4b89-ac6a-92688ff042bb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseInterestExpense"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_ecb6f00d-18a2-46bb-8123-3ff1e37ee050" xlink:to="loc_us-gaap_FinanceLeaseInterestExpense_9b7697aa-9b5b-4b89-ac6a-92688ff042bb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ShortTermLeaseCost_257b583f-3f19-4f7c-9fb5-29b1c467a5ce" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ShortTermLeaseCost"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_ecb6f00d-18a2-46bb-8123-3ff1e37ee050" xlink:to="loc_us-gaap_ShortTermLeaseCost_257b583f-3f19-4f7c-9fb5-29b1c467a5ce" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_VariableLeaseCost_ea29c59c-20e6-4882-9e88-7f3b5f7a768e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_VariableLeaseCost"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LeaseCost_ecb6f00d-18a2-46bb-8123-3ff1e37ee050" xlink:to="loc_us-gaap_VariableLeaseCost_ea29c59c-20e6-4882-9e88-7f3b5f7a768e" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesMaturityDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesMaturityDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesMaturityDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree_67cf769e-e50a-4f47-8f33-c603060cf722" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_ae931c46-ff84-43a3-9e05-3c0055f6d23f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree_67cf769e-e50a-4f47-8f33-c603060cf722" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_ae931c46-ff84-43a3-9e05-3c0055f6d23f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree_445bcda6-736b-4f46-9600-07fe1ca306e4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree_67cf769e-e50a-4f47-8f33-c603060cf722" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree_445bcda6-736b-4f46-9600-07fe1ca306e4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear_86a3b961-6ee5-4e72-be70-9154a0634a3b" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_2b2a7b48-7a0a-4a37-b4b5-79e2fc92cf7e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear_86a3b961-6ee5-4e72-be70-9154a0634a3b" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_2b2a7b48-7a0a-4a37-b4b5-79e2fc92cf7e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsRemainderOfFiscalYear_eeff8152-20e7-4399-b3bd-bbdd9a865c9d" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsRemainderOfFiscalYear"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear_86a3b961-6ee5-4e72-be70-9154a0634a3b" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsRemainderOfFiscalYear_eeff8152-20e7-4399-b3bd-bbdd9a865c9d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear_87d11a43-b2f3-4bd8-ab1f-0bed45fe6d76" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:to="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsRemainderofFiscalYear_87d11a43-b2f3-4bd8-ab1f-0bed45fe6d76" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo_418ec0c6-a3bf-4c8b-9edc-f3a8eaa06380" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:to="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo_418ec0c6-a3bf-4c8b-9edc-f3a8eaa06380" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree_3a511ed2-7d2b-4971-a6b4-27b1865f5c1e" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:to="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearThree_3a511ed2-7d2b-4971-a6b4-27b1865f5c1e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour_80650d1a-906a-4ea6-99d2-a0132d299b01" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:to="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour_80650d1a-906a-4ea6-99d2-a0132d299b01" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne_6ab9de1e-1a38-4b1a-89fd-a9d098febeac" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:to="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne_6ab9de1e-1a38-4b1a-89fd-a9d098febeac" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour_97eeff76-8271-46d3-8523-481f7887b33a" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a4b7e572-d0ed-46aa-92b3-e224e1ac452b" xlink:to="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour_97eeff76-8271-46d3-8523-481f7887b33a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_06c44184-db03-4455-9977-167588aa18de" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount_b55a5e01-cc95-4e5a-8e03-76fe012e8d0a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_06c44184-db03-4455-9977-167588aa18de" xlink:to="loc_us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount_b55a5e01-cc95-4e5a-8e03-76fe012e8d0a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiability_5d590d7f-42fe-4a33-814f-f2b60db7b334" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_06c44184-db03-4455-9977-167588aa18de" xlink:to="loc_us-gaap_FinanceLeaseLiability_5d590d7f-42fe-4a33-814f-f2b60db7b334" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_067de1b4-ccfd-471d-9803-09781b2736eb" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_bd64f826-c798-4348-96d9-3ebebf952efc" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_067de1b4-ccfd-471d-9803-09781b2736eb" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_bd64f826-c798-4348-96d9-3ebebf952efc" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiability_848227fb-0b22-4b2b-85cc-6ffa47f697b4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_067de1b4-ccfd-471d-9803-09781b2736eb" xlink:to="loc_us-gaap_OperatingLeaseLiability_848227fb-0b22-4b2b-85cc-6ffa47f697b4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour_4166f3da-ead0-404c-8d7c-07d5a299db02" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour_6cdccf63-01c7-437e-a378-37010bc09575" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour_4166f3da-ead0-404c-8d7c-07d5a299db02" xlink:to="loc_tpx_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour_6cdccf63-01c7-437e-a378-37010bc09575" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_FinanceLeaseLiabilityToBePaidAfterYearFour_a82f407d-6a06-4bca-88ed-dfe50cfbd06a" xlink:href="tpx-20200930.xsd#tpx_FinanceLeaseLiabilityToBePaidAfterYearFour"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsAfterYearFour_4166f3da-ead0-404c-8d7c-07d5a299db02" xlink:to="loc_tpx_FinanceLeaseLiabilityToBePaidAfterYearFour_a82f407d-6a06-4bca-88ed-dfe50cfbd06a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount_729c1cf5-5f2b-4a8e-86f7-5d6fa8576f88" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_241e5b91-b173-4fbf-890f-c5fef1bac540" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount_729c1cf5-5f2b-4a8e-86f7-5d6fa8576f88" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_241e5b91-b173-4fbf-890f-c5fef1bac540" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount_8417f14c-a6fe-4f0c-ae9b-b40002f58cd4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount_729c1cf5-5f2b-4a8e-86f7-5d6fa8576f88" xlink:to="loc_us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount_8417f14c-a6fe-4f0c-ae9b-b40002f58cd4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne_e7efef35-2772-47d4-be33-3d0dfd32dddc" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_5fd38401-0419-475a-b7e8-b5ed0dfe0a2f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne_e7efef35-2772-47d4-be33-3d0dfd32dddc" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_5fd38401-0419-475a-b7e8-b5ed0dfe0a2f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_edee699c-bded-4d7c-b6b6-d1bbdf76c75b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearOne_e7efef35-2772-47d4-be33-3d0dfd32dddc" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_edee699c-bded-4d7c-b6b6-d1bbdf76c75b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour_7ca99a8b-42b0-4ed8-8df2-beeaec91ed01" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_8201b25e-015f-4514-83d1-74f7406b60b3" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour_7ca99a8b-42b0-4ed8-8df2-beeaec91ed01" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_8201b25e-015f-4514-83d1-74f7406b60b3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour_c0a25c07-f908-41fb-b0dc-e66d06745a0f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearFour_7ca99a8b-42b0-4ed8-8df2-beeaec91ed01" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour_c0a25c07-f908-41fb-b0dc-e66d06745a0f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_OperatingandFinanceLeaseLiability_b0c04e94-ecd8-4d58-98ae-24cd8930fd7e" xlink:href="tpx-20200930.xsd#tpx_OperatingandFinanceLeaseLiability"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiability_27f623c7-4e53-4c79-8412-5c19b8959836" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiability"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_OperatingandFinanceLeaseLiability_b0c04e94-ecd8-4d58-98ae-24cd8930fd7e" xlink:to="loc_us-gaap_OperatingLeaseLiability_27f623c7-4e53-4c79-8412-5c19b8959836" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiability_8c6b0c0a-7b8b-45a2-b888-b2efba6504a2" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_OperatingandFinanceLeaseLiability_b0c04e94-ecd8-4d58-98ae-24cd8930fd7e" xlink:to="loc_us-gaap_FinanceLeaseLiability_8c6b0c0a-7b8b-45a2-b888-b2efba6504a2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo_a295960a-ef67-46b5-bc59-4baebc4cc3de" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_49f5c5bc-8723-4b20-ab60-a7f625cf8a1a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo_a295960a-ef67-46b5-bc59-4baebc4cc3de" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_49f5c5bc-8723-4b20-ab60-a7f625cf8a1a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_2d3c199d-b65d-44d4-aa41-bf15196eefae" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingAndFinanceLeaseLiabilityPaymentsYearTwo_a295960a-ef67-46b5-bc59-4baebc4cc3de" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_2d3c199d-b65d-44d4-aa41-bf15196eefae" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesMaturityDetails_1" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesMaturityDetails_1"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesMaturityDetails_1" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_2ab43319-ea36-463e-839f-00c99c2c4aee" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_723ee456-062b-480f-9c06-981861ade694" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_2ab43319-ea36-463e-839f-00c99c2c4aee" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_723ee456-062b-480f-9c06-981861ade694" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_ae8af9bc-4930-43ee-bc46-ad151c18e8fe" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDue"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_2ab43319-ea36-463e-839f-00c99c2c4aee" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_ae8af9bc-4930-43ee-bc46-ad151c18e8fe" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_76d7f005-5064-472d-b18d-5043dfb6ff24" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_76d7f005-5064-472d-b18d-5043dfb6ff24" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree_65a40066-5cd4-4d37-8070-de30046d7f00" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree_65a40066-5cd4-4d37-8070-de30046d7f00" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour_38e04020-cce1-404f-bdee-12e8fd321458" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour_38e04020-cce1-404f-bdee-12e8fd321458" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsRemainderOfFiscalYear_d2573e97-eb03-4e82-996c-7763d9dd3218" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsRemainderOfFiscalYear"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsRemainderOfFiscalYear_d2573e97-eb03-4e82-996c-7763d9dd3218" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_f54de80d-079f-4ad3-bd2f-4a7aedf6d22a" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_f54de80d-079f-4ad3-bd2f-4a7aedf6d22a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_FinanceLeaseLiabilityToBePaidAfterYearFour_4c23fa7a-b649-4c74-bd81-f8f15de3763f" xlink:href="tpx-20200930.xsd#tpx_FinanceLeaseLiabilityToBePaidAfterYearFour"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_d3d4a515-a48f-470e-9a18-8443cf14d261" xlink:to="loc_tpx_FinanceLeaseLiabilityToBePaidAfterYearFour_4c23fa7a-b649-4c74-bd81-f8f15de3763f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_441490cf-6155-40ac-8e3a-2db88edd7aae" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_441490cf-6155-40ac-8e3a-2db88edd7aae" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_c9a47ab9-e8f1-4ab3-9c49-945d19e43947" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_c9a47ab9-e8f1-4ab3-9c49-945d19e43947" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_bc2a0693-8b10-4638-a42b-1dab5bf8a5ce" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_bc2a0693-8b10-4638-a42b-1dab5bf8a5ce" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_1aa6a428-569a-441a-b3bf-3bd234581e29" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_1aa6a428-569a-441a-b3bf-3bd234581e29" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour_fe3c77bd-36c0-45df-9829-5d1277d737b5" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:to="loc_tpx_LesseeOperatingLeaseLiabilityToBePaidAfterYearFour_fe3c77bd-36c0-45df-9829-5d1277d737b5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_5e5e7e63-6a38-4932-922b-fdeabfab0baf" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_3754d2e0-1bee-4455-88c1-b7fcca859194" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_5e5e7e63-6a38-4932-922b-fdeabfab0baf" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesMaturityDetails_2" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesMaturityDetails_2"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesMaturityDetails_2" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a74dcd81-81cf-4932-8e00-a7cc0d759ffd" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount_29077c02-9a60-4c91-b6bf-806b118acab3" xlink:href="tpx-20200930.xsd#tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a74dcd81-81cf-4932-8e00-a7cc0d759ffd" xlink:to="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityUndiscountedExcessAmount_29077c02-9a60-4c91-b6bf-806b118acab3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_OperatingandFinanceLeaseLiability_74fb3d42-8aa7-484a-9cfe-7f8aa10876da" xlink:href="tpx-20200930.xsd#tpx_OperatingandFinanceLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_tpx_LesseeOperatingandFinanceLeaseLiabilityPaymentsDue_a74dcd81-81cf-4932-8e00-a7cc0d759ffd" xlink:to="loc_tpx_OperatingandFinanceLeaseLiability_74fb3d42-8aa7-484a-9cfe-7f8aa10876da" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesLongTermandDiscountRateDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesLongTermandDiscountRateDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesLongTermandDiscountRateDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/LeasesOtherInformationDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#LeasesOtherInformationDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/LeasesOtherInformationDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockholdersEquity" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockholdersEquity"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockholdersEquity" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockholdersEquityTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockholdersEquityTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockholdersEquityTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockholdersEquityDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockholdersEquityDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockholdersEquityDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockholdersEquityAOCLDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockholdersEquityAOCLDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockholdersEquityAOCLDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlansNetUnamortizedGainLossArisingDuringPeriodNetOfTax_f0d53624-50cc-4625-8b17-afbb6a7c5968" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeDefinedBenefitPlansNetUnamortizedGainLossArisingDuringPeriodNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_fb463ecc-d2e9-4dad-8cf9-9cb3f4db8e9b" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlansNetUnamortizedGainLossArisingDuringPeriodNetOfTax_f0d53624-50cc-4625-8b17-afbb6a7c5968" xlink:to="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_fb463ecc-d2e9-4dad-8cf9-9cb3f4db8e9b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_42034cfe-28a4-413e-94ec-6cf2617b5820" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherComprehensiveIncomeDefinedBenefitPlansNetUnamortizedGainLossArisingDuringPeriodNetOfTax_f0d53624-50cc-4625-8b17-afbb6a7c5968" xlink:to="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_42034cfe-28a4-413e-94ec-6cf2617b5820" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_2bc48da5-d741-4e79-b792-646c1082d722" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ReclassificationFromAociCurrentPeriodTax_fb38c62e-5bb0-4cf2-bd94-8cb72e6d00b7" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ReclassificationFromAociCurrentPeriodTax"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_2bc48da5-d741-4e79-b792-646c1082d722" xlink:to="loc_us-gaap_ReclassificationFromAociCurrentPeriodTax_fb38c62e-5bb0-4cf2-bd94-8cb72e6d00b7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodBeforeTax_edd51837-e066-47d2-a29d-175e4903c1b5" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodBeforeTax"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodNetOfTax_2bc48da5-d741-4e79-b792-646c1082d722" xlink:to="loc_us-gaap_ReclassificationFromAccumulatedOtherComprehensiveIncomeCurrentPeriodBeforeTax_edd51837-e066-47d2-a29d-175e4903c1b5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_6fbb7f9c-97d1-4edf-ba23-9a8cc956194e" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsBeforeTax_da9b7367-bda8-4845-9bbd-fa6887409c4c" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsBeforeTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_6fbb7f9c-97d1-4edf-ba23-9a8cc956194e" xlink:to="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsBeforeTax_da9b7367-bda8-4845-9bbd-fa6887409c4c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsTax_3a294328-3d26-4fe2-9384-fce729a447cd" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsTax"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsNetOfTax_6fbb7f9c-97d1-4edf-ba23-9a8cc956194e" xlink:to="loc_us-gaap_OtherComprehensiveIncomeLossBeforeReclassificationsTax_3a294328-3d26-4fe2-9384-fce729a447cd" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/OtherItems" xlink:type="simple" xlink:href="tpx-20200930.xsd#OtherItems"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/OtherItems" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/OtherItemsTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#OtherItemsTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/OtherItemsTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/OtherItemsDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#OtherItemsDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/OtherItemsDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedLiabilitiesCurrent_d63779a0-30eb-40ce-b40c-8008cb546427" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedLiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_tpx_AccruedSalariesandEmployeeBenefitsCurrent_f858d30f-9996-47c0-abee-9140e7b5adf1" xlink:href="tpx-20200930.xsd#tpx_AccruedSalariesandEmployeeBenefitsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AccruedLiabilitiesCurrent_d63779a0-30eb-40ce-b40c-8008cb546427" xlink:to="loc_tpx_AccruedSalariesandEmployeeBenefitsCurrent_f858d30f-9996-47c0-abee-9140e7b5adf1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAccruedLiabilitiesCurrent_9506e777-c4b9-4130-8394-788f1b9758c8" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OtherAccruedLiabilitiesCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AccruedLiabilitiesCurrent_d63779a0-30eb-40ce-b40c-8008cb546427" xlink:to="loc_us-gaap_OtherAccruedLiabilitiesCurrent_9506e777-c4b9-4130-8394-788f1b9758c8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_TaxesPayableCurrent_f40e51a1-d117-48cd-92f7-4acf3cef97ab" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_TaxesPayableCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AccruedLiabilitiesCurrent_d63779a0-30eb-40ce-b40c-8008cb546427" xlink:to="loc_us-gaap_TaxesPayableCurrent_f40e51a1-d117-48cd-92f7-4acf3cef97ab" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityCurrent_6e2b4584-19cb-483c-b40a-adf6a17e6fac" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_OperatingLeaseLiabilityCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AccruedLiabilitiesCurrent_d63779a0-30eb-40ce-b40c-8008cb546427" xlink:to="loc_us-gaap_OperatingLeaseLiabilityCurrent_6e2b4584-19cb-483c-b40a-adf6a17e6fac" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedAdvertisingCurrent_f06bcc25-6009-4aae-b03f-24a588d362c4" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_AccruedAdvertisingCurrent"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AccruedLiabilitiesCurrent_d63779a0-30eb-40ce-b40c-8008cb546427" xlink:to="loc_us-gaap_AccruedAdvertisingCurrent_f06bcc25-6009-4aae-b03f-24a588d362c4" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockBasedCompensation" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockBasedCompensation"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockBasedCompensation" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockBasedCompensationTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockBasedCompensationTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockBasedCompensationTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/StockBasedCompensationDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#StockBasedCompensationDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/StockBasedCompensationDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/CommitmentsandContingencies" xlink:type="simple" xlink:href="tpx-20200930.xsd#CommitmentsandContingencies"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/CommitmentsandContingencies" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/IncomeTaxes" xlink:type="simple" xlink:href="tpx-20200930.xsd#IncomeTaxes"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/IncomeTaxes" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/IncomeTaxesTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#IncomeTaxesTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/IncomeTaxesTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/IncomeTaxesDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#IncomeTaxesDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/IncomeTaxesDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/IncomeTaxesBalanceSheetLocationDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#IncomeTaxesBalanceSheetLocationDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/IncomeTaxesBalanceSheetLocationDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/EarningsPerCommonShare" xlink:type="simple" xlink:href="tpx-20200930.xsd#EarningsPerCommonShare"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/EarningsPerCommonShare" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/EarningsPerCommonShareTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#EarningsPerCommonShareTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/EarningsPerCommonShareTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/EarningsPerCommonShareDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#EarningsPerCommonShareDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/EarningsPerCommonShareDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_716aa864-9426-41cc-b640-96c08977a91f" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_6fafbb6a-4519-4954-b702-0576a4d777c1" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_716aa864-9426-41cc-b640-96c08977a91f" xlink:to="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_6fafbb6a-4519-4954-b702-0576a4d777c1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_8737295c-7b4f-4ce7-9018-ab51693107dd" xlink:href="http://xbrl.fasb.org/us-gaap/2020/elts/us-gaap-2020-01-31.xsd#us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_716aa864-9426-41cc-b640-96c08977a91f" xlink:to="loc_us-gaap_WeightedAverageNumberDilutedSharesOutstandingAdjustment_8737295c-7b4f-4ce7-9018-ab51693107dd" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.tempursealy.com/role/BusinessSegmentInformation" xlink:type="simple" xlink:href="tpx-20200930.xsd#BusinessSegmentInformation"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/BusinessSegmentInformation" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/BusinessSegmentInformationTables" xlink:type="simple" xlink:href="tpx-20200930.xsd#BusinessSegmentInformationTables"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/BusinessSegmentInformationTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.tempursealy.com/role/BusinessSegmentInformationDetails" xlink:type="simple" xlink:href="tpx-20200930.xsd#BusinessSegmentInformationDetails"/>
  <link:calculationLink xlink:role="http://www.tempursealy.com/role/BusinessSegmentInformationDetails" xlink:type="extended"/>
</link:linkbase>
