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  <link:roleRef roleURI="http://www.bloominbrands.com/role/SegmentReportingLonglivedAssetsbyGeographicAreaDetails" xlink:type="simple" xlink:href="blmn-20201227.xsd#SegmentReportingLonglivedAssetsbyGeographicAreaDetails"/>
  <link:calculationLink xlink:role="http://www.bloominbrands.com/role/SegmentReportingLonglivedAssetsbyGeographicAreaDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.bloominbrands.com/role/SegmentReportingRevenuesbyGeographicAreaDetails" xlink:type="simple" xlink:href="blmn-20201227.xsd#SegmentReportingRevenuesbyGeographicAreaDetails"/>
  <link:calculationLink xlink:role="http://www.bloominbrands.com/role/SegmentReportingRevenuesbyGeographicAreaDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataUnaudited" xlink:type="simple" xlink:href="blmn-20201227.xsd#SelectedQuarterlyFinancialDataUnaudited"/>
  <link:calculationLink xlink:role="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataUnaudited" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataTables" xlink:type="simple" xlink:href="blmn-20201227.xsd#SelectedQuarterlyFinancialDataTables"/>
  <link:calculationLink xlink:role="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataTables" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataDetails" xlink:type="simple" xlink:href="blmn-20201227.xsd#SelectedQuarterlyFinancialDataDetails"/>
  <link:calculationLink xlink:role="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataDetails" xlink:type="extended"/>
  <link:roleRef roleURI="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataFootnotesDetails" xlink:type="simple" xlink:href="blmn-20201227.xsd#SelectedQuarterlyFinancialDataFootnotesDetails"/>
  <link:calculationLink xlink:role="http://www.bloominbrands.com/role/SelectedQuarterlyFinancialDataFootnotesDetails" xlink:type="extended"/>
</link:linkbase>
