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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentLineItems_FD93195A5635A71228DF68328E5B121F_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentLineItems_FD93195A5635A71228DF68328E5B121F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PropertyPlantAndEquipmentLineItems" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentLineItems_FD93195A5635A71228DF68328E5B121F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property, plant and equipment, useful life</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Useful Life</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PropertyPlantAndEquipmentUsefulLife" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081" xlink:to="lab_us-gaap_PropertyPlantAndEquipmentUsefulLife_FA8798F7DE9E2DF21FB568328E5BE081" xlink:type="arc" />
    <link:label id="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D_terseLabel_en-US" xlink:label="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capitalized internal costs for construction in progress</link:label>
    <link:label id="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D_label_en-US" xlink:label="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capitalized Internal Costs for Construction in Progress</link:label>
    <link:label id="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D_documentation_en-US" xlink:label="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Capitalized internal costs during the year for construction in progress.</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D" xlink:to="lab_blmn_CapitalizedInternalCostsforConstructioninProgress_2FDA9B0672652542215468328E5CCD8D" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalizedComputerSoftwareAdditions_C8BBB63DF2ED8D8E585768328E5CA228_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalizedComputerSoftwareAdditions_C8BBB63DF2ED8D8E585768328E5CA228" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capitalized computer equipment and software, additions</link:label>
    <link:label id="lab_us-gaap_CapitalizedComputerSoftwareAdditions_C8BBB63DF2ED8D8E585768328E5CA228_label_en-US" xlink:label="lab_us-gaap_CapitalizedComputerSoftwareAdditions_C8BBB63DF2ED8D8E585768328E5CA228" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capitalized Computer Software, Additions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CapitalizedComputerSoftwareAdditions" xlink:label="loc_us-gaap_CapitalizedComputerSoftwareAdditions_C8BBB63DF2ED8D8E585768328E5CA228" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CapitalizedComputerSoftwareNet_52B8C590A4409F2E1B4968328E5CAF22_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalizedComputerSoftwareNet_52B8C590A4409F2E1B4968328E5CAF22" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capitalized computer equipment and software, net</link:label>
    <link:label id="lab_us-gaap_CapitalizedComputerSoftwareNet_52B8C590A4409F2E1B4968328E5CAF22_label_en-US" xlink:label="lab_us-gaap_CapitalizedComputerSoftwareNet_52B8C590A4409F2E1B4968328E5CAF22" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capitalized Computer Software, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CapitalizedComputerSoftwareNet" xlink:label="loc_us-gaap_CapitalizedComputerSoftwareNet_52B8C590A4409F2E1B4968328E5CAF22" xlink:type="locator" />
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    <link:label id="lab_blmn_ImpairmentsandExitCostsAbstract_AA9A8F3671D2E83147B268328DC249E0_label_en-US" xlink:label="lab_blmn_ImpairmentsandExitCostsAbstract_AA9A8F3671D2E83147B268328DC249E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impairments and Exit Costs [Abstract]</link:label>
    <link:label id="lab_blmn_ImpairmentsandExitCostsAbstract_AA9A8F3671D2E83147B268328DC249E0_documentation_en-US" xlink:label="lab_blmn_ImpairmentsandExitCostsAbstract_AA9A8F3671D2E83147B268328DC249E0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Impairments and Exit Costs [Abstract]</link:label>
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    <link:label id="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_DF9AA3FD3C95C013169C68328DC37CAC_terseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupsIncludingDiscontinuedOperationsNameDomain_DF9AA3FD3C95C013169C68328DC37CAC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disposal group name [Domain]</link:label>
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    <link:label id="lab_blmn_OutbackPuertoRicoMember_85B1449C299EF7C7706168328DC394D8_terseLabel_en-US" xlink:label="lab_blmn_OutbackPuertoRicoMember_85B1449C299EF7C7706168328DC394D8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Outback Puerto Rico [Member]</link:label>
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    <link:loc xlink:href="blmn-20191229.xsd#blmn_OutbackPuertoRicoMember" xlink:label="loc_blmn_OutbackPuertoRicoMember_85B1449C299EF7C7706168328DC394D8" xlink:type="locator" />
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    <link:label id="lab_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919_terseLabel_en-US" xlink:label="lab_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Outback Puerto Rico and China [Member]</link:label>
    <link:label id="lab_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919_label_en-US" xlink:label="lab_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Outback Puerto Rico and China [Member]</link:label>
    <link:label id="lab_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919_documentation_en-US" xlink:label="lab_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Outback Puerto Rico and China [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_OutbackPuertoRicoandChinaMember" xlink:label="loc_blmn_OutbackPuertoRicoandChinaMember_8075279C7C260733BAB368328DC4E919" xlink:type="locator" />
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    <link:label id="lab_blmn_OutbackChinaMember_EE2CDE003E26D28A7A7168328DC41A85_terseLabel_en-US" xlink:label="lab_blmn_OutbackChinaMember_EE2CDE003E26D28A7A7168328DC41A85" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Outback China [Member]</link:label>
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    <link:label id="lab_blmn_OutbackChinaMember_EE2CDE003E26D28A7A7168328DC41A85_documentation_en-US" xlink:label="lab_blmn_OutbackChinaMember_EE2CDE003E26D28A7A7168328DC41A85" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Outback China [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_OutbackChinaMember" xlink:label="loc_blmn_OutbackChinaMember_EE2CDE003E26D28A7A7168328DC41A85" xlink:type="locator" />
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    <link:label id="lab_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA_terseLabel_en-US" xlink:label="lab_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Express [Member]</link:label>
    <link:label id="lab_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA_label_en-US" xlink:label="lab_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Express [Member]</link:label>
    <link:label id="lab_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA_documentation_en-US" xlink:label="lab_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Express [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_ExpressMember" xlink:label="loc_blmn_ExpressMember_32B52BFE5005711825F868328DC4D0EA" xlink:type="locator" />
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    <link:label id="lab_blmn_CarrabbasItalianGrillMember_415C5EBDE4A1036BD4C168328DC4099C_terseLabel_en-US" xlink:label="lab_blmn_CarrabbasItalianGrillMember_415C5EBDE4A1036BD4C168328DC4099C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrabba's Italian Grill [Member]</link:label>
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    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInTwoYears_A446EE99F4CFB5A2A5EB68328A65479B_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInTwoYears_A446EE99F4CFB5A2A5EB68328A65479B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Claims payments under the self insurance reserve expected in the second fiscal year following the latest fiscal year.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_SelfInsuranceReserveExpectedPaymentsDueDueInTwoYears" xlink:label="loc_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInTwoYears_A446EE99F4CFB5A2A5EB68328A65479B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInTwoYears_A446EE99F4CFB5A2A5EB68328A65479B" xlink:to="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInTwoYears_A446EE99F4CFB5A2A5EB68328A65479B" xlink:type="arc" />
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34_terseLabel_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2022</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34_label_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Expected Payments Due, Due in Three Years</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Claims payments under the self insurance reserve expected in the third fiscal year following the latest fiscal year.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears" xlink:label="loc_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34" xlink:to="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInThreeYears_30461852344006492CA768328A655B34" xlink:type="arc" />
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1_terseLabel_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2023</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1_label_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Expected Payments Due, Due in Four Years</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Claims payments under the self insurance reserve expected in the fourth fiscal year following the latest fiscal year.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears" xlink:label="loc_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1" xlink:to="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFourYears_252648C54FB76B4ED18668328A65DEC1" xlink:type="arc" />
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFiveYears_A7F715B4DBA37044B65168328A65F5F3_terseLabel_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFiveYears_A7F715B4DBA37044B65168328A65F5F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2024</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFiveYears_A7F715B4DBA37044B65168328A65F5F3_label_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFiveYears_A7F715B4DBA37044B65168328A65F5F3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Expected Payments Due, Due in Five Years</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFiveYears_A7F715B4DBA37044B65168328A65F5F3_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueInFiveYears_A7F715B4DBA37044B65168328A65F5F3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Claims payments under the self insurance reserve expected in the fifth fiscal year following the latest fiscal year.</link:label>
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    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueThereafter_124559515208383A2B9768328A650E05_terseLabel_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueThereafter_124559515208383A2B9768328A650E05" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Thereafter</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueThereafter_124559515208383A2B9768328A650E05_label_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueThereafter_124559515208383A2B9768328A650E05" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Expected Payments Due, Due Thereafter</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueThereafter_124559515208383A2B9768328A650E05_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveExpectedPaymentsDueDueThereafter_124559515208383A2B9768328A650E05" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Claims payments under the self insurance reserve expected after the fifth fiscal year following the latest fiscal year.</link:label>
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    <link:label id="lab_blmn_SelfInsuranceReserveUndiscounted_CB571EC2865DD031EE0868328A654FD4_totalLabel_en-US" xlink:label="lab_blmn_SelfInsuranceReserveUndiscounted_CB571EC2865DD031EE0868328A654FD4" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveUndiscounted_CB571EC2865DD031EE0868328A654FD4_label_en-US" xlink:label="lab_blmn_SelfInsuranceReserveUndiscounted_CB571EC2865DD031EE0868328A654FD4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Undiscounted</link:label>
    <link:label id="lab_blmn_SelfInsuranceReserveUndiscounted_CB571EC2865DD031EE0868328A654FD4_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveUndiscounted_CB571EC2865DD031EE0868328A654FD4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Probable amount of future payments (undiscounted) the Company may be required to make for uninsured claims.</link:label>
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    <link:label id="lab_us-gaap_ReconciliationOfUnrecognizedTaxBenefitsExcludingAmountsPertainingToExaminedTaxReturnsRollForward_A31F7B248D034ACC3D3868328A98567E_label_en-US" xlink:label="lab_us-gaap_ReconciliationOfUnrecognizedTaxBenefitsExcludingAmountsPertainingToExaminedTaxReturnsRollForward_A31F7B248D034ACC3D3868328A98567E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ReconciliationOfUnrecognizedTaxBenefitsExcludingAmountsPertainingToExaminedTaxReturnsRollForward" xlink:label="loc_us-gaap_ReconciliationOfUnrecognizedTaxBenefitsExcludingAmountsPertainingToExaminedTaxReturnsRollForward_A31F7B248D034ACC3D3868328A98567E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_UnrecognizedTaxBenefits_3A659E6C0B9AE0EC790468328A99D31E_periodStartLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefits_3A659E6C0B9AE0EC790468328A99D31E" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Balance as of beginning of year</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefits_3A659E6C0B9AE0EC790468328A99D31E_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefits_3A659E6C0B9AE0EC790468328A99D31E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_UnrecognizedTaxBenefits" xlink:label="loc_us-gaap_UnrecognizedTaxBenefits_3A659E6C0B9AE0EC790468328A99D31E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_7C6C3059A1B73034A90D68328A99D049_terseLabel_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_7C6C3059A1B73034A90D68328A99D049" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additions for tax positions taken during a prior period</link:label>
    <link:label id="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_7C6C3059A1B73034A90D68328A99D049_label_en-US" xlink:label="lab_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_7C6C3059A1B73034A90D68328A99D049" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unrecognized Tax Benefits, Increase Resulting from Prior Period Tax Positions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions" xlink:label="loc_us-gaap_UnrecognizedTaxBenefitsIncreasesResultingFromPriorPeriodTaxPositions_7C6C3059A1B73034A90D68328A99D049" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditFacilityDomain_B201090301A4851ED6A168328BDFCB7D_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_B201090301A4851ED6A168328BDFCB7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit facility [Domain]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityDomain_B201090301A4851ED6A168328BDFCB7D_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_B201090301A4851ED6A168328BDFCB7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_B201090301A4851ED6A168328BDFCB7D" xlink:to="lab_us-gaap_CreditFacilityDomain_B201090301A4851ED6A168328BDFCB7D" xlink:type="arc" />
    <link:label id="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19_terseLabel_en-US" xlink:label="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior Secured Credit Facility [Member]</link:label>
    <link:label id="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19_label_en-US" xlink:label="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Secured Credit Facility [Member]</link:label>
    <link:label id="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19_documentation_en-US" xlink:label="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Senior Secured Credit Facility [Member]</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19" xlink:to="lab_blmn_SeniorSecuredCreditFacilityMember_7C05E6DDFF5956EEF4E568328BDFDF19" xlink:type="arc" />
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    <link:label id="lab_blmn_TermLoanAFacilityMember_CB7DEA4A4007138657B468328BDF2FDA_documentation_en-US" xlink:label="lab_blmn_TermLoanAFacilityMember_CB7DEA4A4007138657B468328BDF2FDA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Term Loan A Facility [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_TermLoanAFacilityMember" xlink:label="loc_blmn_TermLoanAFacilityMember_CB7DEA4A4007138657B468328BDF2FDA" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_E79ECAAF03332B41C67168328BE09AE9_label_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_E79ECAAF03332B41C67168328BE09AE9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revolving Credit Facility [Member]</link:label>
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    <link:label id="lab_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0_label_en-US" xlink:label="lab_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Agreement [Member]</link:label>
    <link:label id="lab_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0_documentation_en-US" xlink:label="lab_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Credit Agreement [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_CreditAgreementMember" xlink:label="loc_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0" xlink:to="lab_blmn_CreditAgreementMember_EF84000395FB652C8FA068328BE0F1C0" xlink:type="arc" />
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    <link:label id="lab_us-gaap_LetterOfCreditMember_FFB3CEAE2543EE4BA44368328BE05757_label_en-US" xlink:label="lab_us-gaap_LetterOfCreditMember_FFB3CEAE2543EE4BA44368328BE05757" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letter of Credit [Member]</link:label>
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    <link:label id="lab_blmn_BaseRateOption3Member_586FF6D774F5C233B22668328BE236A4_label_en-US" xlink:label="lab_blmn_BaseRateOption3Member_586FF6D774F5C233B22668328BE236A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Base Rate Option 3 [Member]</link:label>
    <link:label id="lab_blmn_BaseRateOption3Member_586FF6D774F5C233B22668328BE236A4_documentation_en-US" xlink:label="lab_blmn_BaseRateOption3Member_586FF6D774F5C233B22668328BE236A4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Base Rate Option 3 [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_BaseRateOption3Member" xlink:label="loc_blmn_BaseRateOption3Member_586FF6D774F5C233B22668328BE236A4" xlink:type="locator" />
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    <link:label id="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E_terseLabel_en-US" xlink:label="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate option 1 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E_label_en-US" xlink:label="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 1 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E_documentation_en-US" xlink:label="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 1 [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_EurocurrencyRateOption1Member" xlink:label="loc_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E" xlink:to="lab_blmn_EurocurrencyRateOption1Member_D1D1FA893CDA6200928768328BE3613E" xlink:type="arc" />
    <link:label id="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3_terseLabel_en-US" xlink:label="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate option 2 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3_label_en-US" xlink:label="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 2 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3_documentation_en-US" xlink:label="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 2 [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_EurocurrencyRateOption2Member" xlink:label="loc_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3" xlink:to="lab_blmn_EurocurrencyRateOption2Member_FD7A50AC25744B561BEF68328BE350F3" xlink:type="arc" />
    <link:label id="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534_terseLabel_en-US" xlink:label="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate option 3 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534_label_en-US" xlink:label="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 3 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534_documentation_en-US" xlink:label="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 3 [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_EurocurrencyRateOption3Member" xlink:label="loc_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534" xlink:to="lab_blmn_EurocurrencyRateOption3Member_98AE6449287F42C6743768328BE3D534" xlink:type="arc" />
    <link:label id="lab_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4_terseLabel_en-US" xlink:label="lab_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate option 4 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4_label_en-US" xlink:label="lab_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 4 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4_documentation_en-US" xlink:label="lab_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 4 [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_EurocurrencyRateOption4Member" xlink:label="loc_blmn_EurocurrencyRateOption4Member_C49765C917F1BCA2181568328BE3D4D4" xlink:type="locator" />
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    <link:label id="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B_terseLabel_en-US" xlink:label="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate option 5 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B_label_en-US" xlink:label="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 5 [Member]</link:label>
    <link:label id="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B_documentation_en-US" xlink:label="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eurocurrency Rate Option 5 [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_EurocurrencyRateOption5Member" xlink:label="loc_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B" xlink:to="lab_blmn_EurocurrencyRateOption5Member_480F6CC6D9770ADD480368328BE3C20B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_74B87BCC7B5BF75C462B68328BE5B0A8_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_74B87BCC7B5BF75C462B68328BE5B0A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument [Line Items]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_74B87BCC7B5BF75C462B68328BE5B0A8_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_74B87BCC7B5BF75C462B68328BE5B0A8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentLineItems" xlink:label="loc_us-gaap_DebtInstrumentLineItems_74B87BCC7B5BF75C462B68328BE5B0A8" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_98A6CF86F0EF541892AE68328BE549DD_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_98A6CF86F0EF541892AE68328BE549DD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit facility, maximum borrowing capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_98A6CF86F0EF541892AE68328BE549DD_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_98A6CF86F0EF541892AE68328BE549DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_98A6CF86F0EF541892AE68328BE549DD" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_BD870794FEEADAAC278C68328BE56B3B_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_BD870794FEEADAAC278C68328BE56B3B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument, face amount</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_7ABFBFD007118D3779FA68328BE5DA1B_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentDescriptionOfVariableRateBasis_7ABFBFD007118D3779FA68328BE5DA1B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Variable rate description</link:label>
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    <link:label id="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686_terseLabel_en-US" xlink:label="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letters of credit fee, percentage</link:label>
    <link:label id="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686_label_en-US" xlink:label="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letters of Credit Fee, Percentage</link:label>
    <link:label id="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686_documentation_en-US" xlink:label="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Stated fees for letters of credit issued against the revolving credit facility per the respective debt agreement, percentage</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686" xlink:to="lab_blmn_LettersofCreditFeePercentage_A365054EE6D42E7EA8BA68328BE61686" xlink:type="arc" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage" xlink:label="loc_us-gaap_LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage_CC12AC82FEBF63642F8668328BE6E90D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LettersOfCreditOutstandingAmount_3C07EF53B2A9E06D6B3068328BE68259_terseLabel_en-US" xlink:label="lab_us-gaap_LettersOfCreditOutstandingAmount_3C07EF53B2A9E06D6B3068328BE68259" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letters of credit outstanding, amount</link:label>
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    <link:label id="lab_us-gaap_OtherCurrentAssetsMember_CA46183583320E6F1DF768328DBA4A28_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCurrentAssetsMember_CA46183583320E6F1DF768328DBA4A28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other current assets, net [Member]</link:label>
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    <link:label id="lab_blmn_PropertyFixturesandEquipmentNetMember_39537AA41AE5CD930FD868328DBB4381_label_en-US" xlink:label="lab_blmn_PropertyFixturesandEquipmentNetMember_39537AA41AE5CD930FD868328DBB4381" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Fixtures and Equipment, Net [Member]</link:label>
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    <link:label id="lab_blmn_SurplusProperties_79A7D37DDD184E90D22668328DBD7A94_documentation_en-US" xlink:label="lab_blmn_SurplusProperties_79A7D37DDD184E90D22668328DBD7A94" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Restaurant properties and assets that are no longer utilized to operate restaurant concepts.</link:label>
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    <link:label id="lab_blmn_DeferredTaxAssetsTaxDeferredExpenseReservesandAccrualsOperatingLeaseLiabilities_1CB496FD5154A9B758B868328ACF7943_terseLabel_en-US" xlink:label="lab_blmn_DeferredTaxAssetsTaxDeferredExpenseReservesandAccrualsOperatingLeaseLiabilities_1CB496FD5154A9B758B868328ACF7943" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating lease liabilities</link:label>
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    <link:label id="lab_blmn_RestaurantManagingandChefPartnersMember_40DF350D69E7CE81850768328C6208D7_terseLabel_en-US" xlink:label="lab_blmn_RestaurantManagingandChefPartnersMember_40DF350D69E7CE81850768328C6208D7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Restaurant Managing and Chef Partners [Member]</link:label>
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    <link:label id="lab_us-gaap_DeferredCompensationLiabilityCurrentAndNoncurrent_BD8692B62BC288E1DE4A68328C6283A3_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredCompensationLiabilityCurrentAndNoncurrent_BD8692B62BC288E1DE4A68328C6283A3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred compensation liability, current and noncurrent</link:label>
    <link:label id="lab_us-gaap_DeferredCompensationLiabilityCurrentAndNoncurrent_BD8692B62BC288E1DE4A68328C6283A3_label_en-US" xlink:label="lab_us-gaap_DeferredCompensationLiabilityCurrentAndNoncurrent_BD8692B62BC288E1DE4A68328C6283A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Compensation Liability, Current and Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredCompensationLiabilityCurrentAndNoncurrent" xlink:label="loc_us-gaap_DeferredCompensationLiabilityCurrentAndNoncurrent_BD8692B62BC288E1DE4A68328C6283A3" xlink:type="locator" />
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    <link:label id="lab_blmn_DeferredCompensationUnfundedObligation_F9871EA35099DD63E21C68328C636EBE_terseLabel_en-US" xlink:label="lab_blmn_DeferredCompensationUnfundedObligation_F9871EA35099DD63E21C68328C636EBE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred compensations plans, unfunded obligations</link:label>
    <link:label id="lab_blmn_DeferredCompensationUnfundedObligation_F9871EA35099DD63E21C68328C636EBE_label_en-US" xlink:label="lab_blmn_DeferredCompensationUnfundedObligation_F9871EA35099DD63E21C68328C636EBE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Compensation Unfunded Obligation</link:label>
    <link:label id="lab_blmn_DeferredCompensationUnfundedObligation_F9871EA35099DD63E21C68328C636EBE_documentation_en-US" xlink:label="lab_blmn_DeferredCompensationUnfundedObligation_F9871EA35099DD63E21C68328C636EBE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The net unfunded deferred compensation liability after considering rabbi trust account assets.</link:label>
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    <link:label id="lab_blmn_ScheduleOfFutureMinimumExpectedInsurancePaymentsTableTextBlock_90B3B9B3E43BDC6CEE1468328A88348A_terseLabel_en-US" xlink:label="lab_blmn_ScheduleOfFutureMinimumExpectedInsurancePaymentsTableTextBlock_90B3B9B3E43BDC6CEE1468328A88348A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of future minimum expected insurance payments</link:label>
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    <link:label id="lab_us-gaap_ScheduleOfLiabilityForUnpaidClaimsAndClaimsAdjustmentExpense_41D51A3E596BA81631E468328A88C718_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfLiabilityForUnpaidClaimsAndClaimsAdjustmentExpense_41D51A3E596BA81631E468328A88C718" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of liability for unpaid claims and claims adjustment expense</link:label>
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    <link:label id="lab_us-gaap_LifeInsuranceCorporateOrBankOwnedAmount_079C94823DCD42B4F9BC68328C0F8A11_terseLabel_en-US" xlink:label="lab_us-gaap_LifeInsuranceCorporateOrBankOwnedAmount_079C94823DCD42B4F9BC68328C0F8A11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Company-owned life insurance</link:label>
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    <link:label id="lab_us-gaap_SubsequentEventMember_5E3FBB9FD7D4789264F968328BF36D8A_label_en-US" xlink:label="lab_us-gaap_SubsequentEventMember_5E3FBB9FD7D4789264F968328BF36D8A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subsequent Event [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SubsequentEventMember" xlink:label="loc_us-gaap_SubsequentEventMember_5E3FBB9FD7D4789264F968328BF36D8A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SubsequentEventMember_5E3FBB9FD7D4789264F968328BF36D8A" xlink:to="lab_us-gaap_SubsequentEventMember_5E3FBB9FD7D4789264F968328BF36D8A" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68_terseLabel_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured debt [Member]</link:label>
    <link:label id="lab_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68_label_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unsecured Debt [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_UnsecuredDebtMember" xlink:label="loc_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68" xlink:to="lab_us-gaap_UnsecuredDebtMember_045075D74FD4C5D618F668328BF42E68" xlink:type="arc" />
    <link:label id="lab_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF_terseLabel_en-US" xlink:label="lab_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Notes payable, other payables [Member]</link:label>
    <link:label id="lab_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF_label_en-US" xlink:label="lab_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Notes Payable, Other Payables [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NotesPayableOtherPayablesMember" xlink:label="loc_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF" xlink:to="lab_us-gaap_NotesPayableOtherPayablesMember_C9C237F58FBC8B52BA3668328BF6CEEF" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt, gross</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentCarryingAmount" xlink:label="loc_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E" xlink:to="lab_us-gaap_DebtInstrumentCarryingAmount_F7A3106BEC5B9D88512D68328BF77A4E" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revolving credit facility</link:label>
    <link:label id="lab_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LineOfCredit" xlink:label="loc_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C" xlink:to="lab_us-gaap_LineOfCredit_5BA7BED849CDAE30B22568328BF7051C" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finance lease liabilities</link:label>
    <link:label id="lab_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease, Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FinanceLeaseLiability" xlink:label="loc_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60" xlink:to="lab_us-gaap_FinanceLeaseLiability_61004173DB57669AF82468328BF84E60" xlink:type="arc" />
    <link:label id="lab_us-gaap_SaleLeasebackTransactionAmountDueUnderFinancingArrangement_B749B7A13BD65FA2F17368328BF8E656_terseLabel_en-US" xlink:label="lab_us-gaap_SaleLeasebackTransactionAmountDueUnderFinancingArrangement_B749B7A13BD65FA2F17368328BF8E656" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sale-leaseback financing obligations</link:label>
    <link:label id="lab_us-gaap_SaleLeasebackTransactionAmountDueUnderFinancingArrangement_B749B7A13BD65FA2F17368328BF8E656_label_en-US" xlink:label="lab_us-gaap_SaleLeasebackTransactionAmountDueUnderFinancingArrangement_B749B7A13BD65FA2F17368328BF8E656" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sale Leaseback Transaction, Amount Due under Financing Arrangement</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SaleLeasebackTransactionAmountDueUnderFinancingArrangement" xlink:label="loc_us-gaap_SaleLeasebackTransactionAmountDueUnderFinancingArrangement_B749B7A13BD65FA2F17368328BF8E656" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OtherLongTermDebtNoncurrent_2E1C22B990D5E242021468328BF841A9_terseLabel_en-US" xlink:label="lab_us-gaap_OtherLongTermDebtNoncurrent_2E1C22B990D5E242021468328BF841A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other</link:label>
    <link:label id="lab_us-gaap_OtherLongTermDebtNoncurrent_2E1C22B990D5E242021468328BF841A9_label_en-US" xlink:label="lab_us-gaap_OtherLongTermDebtNoncurrent_2E1C22B990D5E242021468328BF841A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Long-term Debt, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OtherLongTermDebtNoncurrent" xlink:label="loc_us-gaap_OtherLongTermDebtNoncurrent_2E1C22B990D5E242021468328BF841A9" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_84A2E54162668C392B1C68328BF85733_negatedLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_84A2E54162668C392B1C68328BF85733" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Less: unamortized debt discount and issuance costs</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_84A2E54162668C392B1C68328BF85733_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_84A2E54162668C392B1C68328BF85733" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount (Premium) and Debt Issuance Costs, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_84A2E54162668C392B1C68328BF85733" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtAndCapitalLeaseObligations_E9141740366AC99E102A68328BF8F78D_totalLabel_en-US" xlink:label="lab_us-gaap_DebtAndCapitalLeaseObligations_E9141740366AC99E102A68328BF8F78D" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total debt, net</link:label>
    <link:label id="lab_us-gaap_DebtAndCapitalLeaseObligations_E9141740366AC99E102A68328BF8F78D_label_en-US" xlink:label="lab_us-gaap_DebtAndCapitalLeaseObligations_E9141740366AC99E102A68328BF8F78D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt and Lease Obligation</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtAndCapitalLeaseObligations" xlink:label="loc_us-gaap_DebtAndCapitalLeaseObligations_E9141740366AC99E102A68328BF8F78D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtCurrent_31F6C04EA1C012F4ACED68328BF8ED2B_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtCurrent_31F6C04EA1C012F4ACED68328BF8ED2B" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Less: current portion of long-term debt</link:label>
    <link:label id="lab_us-gaap_LongTermDebtCurrent_31F6C04EA1C012F4ACED68328BF8ED2B_label_en-US" xlink:label="lab_us-gaap_LongTermDebtCurrent_31F6C04EA1C012F4ACED68328BF8ED2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Current Maturities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtCurrent" xlink:label="loc_us-gaap_LongTermDebtCurrent_31F6C04EA1C012F4ACED68328BF8ED2B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebt_483FFC9A0824ED8A833A68328BF992FF_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebt_483FFC9A0824ED8A833A68328BF992FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt, net</link:label>
    <link:label id="lab_us-gaap_LongTermDebt_483FFC9A0824ED8A833A68328BF992FF_label_en-US" xlink:label="lab_us-gaap_LongTermDebt_483FFC9A0824ED8A833A68328BF992FF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebt" xlink:label="loc_us-gaap_LongTermDebt_483FFC9A0824ED8A833A68328BF992FF" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_D736D3A4A545B6FF3CF468328BF9E4B3_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_D736D3A4A545B6FF3CF468328BF9E4B3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument, interest rate at period end</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_D736D3A4A545B6FF3CF468328BF9E4B3_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateEffectivePercentage_D736D3A4A545B6FF3CF468328BF9E4B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Effective Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentInterestRateEffectivePercentage" xlink:label="loc_us-gaap_DebtInstrumentInterestRateEffectivePercentage_D736D3A4A545B6FF3CF468328BF9E4B3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9_terseLabel_en-US" xlink:label="lab_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sale-leaseback transactions, imputed interest rate</link:label>
    <link:label id="lab_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9_label_en-US" xlink:label="lab_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sale Leaseback Transaction, Imputed Interest Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SaleLeasebackTransactionImputedInterestRate" xlink:label="loc_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9" xlink:to="lab_us-gaap_SaleLeasebackTransactionImputedInterestRate_829F5636F4312FCB170C68328BF9AEE9" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_9545D1461A0BD33DF96C68328BF9675C_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_9545D1461A0BD33DF96C68328BF9675C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument, interest rate, stated percentage</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_9545D1461A0BD33DF96C68328BF9675C_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_9545D1461A0BD33DF96C68328BF9675C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Stated Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentInterestRateStatedPercentage" xlink:label="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_9545D1461A0BD33DF96C68328BF9675C" xlink:type="locator" />
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    <link:label id="lab_blmn_PropertySubjecttoorAvailableforOperatingLeasesGross_624B284EC79A08345A9E68328B4316E7_terseLabel_en-US" xlink:label="lab_blmn_PropertySubjecttoorAvailableforOperatingLeasesGross_624B284EC79A08345A9E68328B4316E7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property subject to or available for operating leases, gross</link:label>
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    <link:label id="lab_blmn_SelfInsuranceReserveDiscount_BF66E3BF61C01967594A68328A559A93_documentation_en-US" xlink:label="lab_blmn_SelfInsuranceReserveDiscount_BF66E3BF61C01967594A68328A559A93" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The calculated discount as of the balance sheet date to reduce the undiscounted amount of the self insurance reserve to present value.</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SelfInsuranceReserve" xlink:label="loc_us-gaap_SelfInsuranceReserve_A280376914D8590CC8D268328A553354" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SelfInsuranceReserveCurrent_727D0A186705702CFB8968328A559B5A_label_en-US" xlink:label="lab_us-gaap_SelfInsuranceReserveCurrent_727D0A186705702CFB8968328A559B5A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Current</link:label>
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    <link:label id="lab_us-gaap_SelfInsuranceReserveNoncurrent_45F8CBB5AE12501DB50368328A5A4FCA_label_en-US" xlink:label="lab_us-gaap_SelfInsuranceReserveNoncurrent_45F8CBB5AE12501DB50368328A5A4FCA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve, Noncurrent</link:label>
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    <link:label id="lab_blmn_CurrentPortionofLongTermDebtMember_2D4A21E0F89D630ED33768328B6CE87A_terseLabel_en-US" xlink:label="lab_blmn_CurrentPortionofLongTermDebtMember_2D4A21E0F89D630ED33768328B6CE87A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current portion of long-term debt [Member]</link:label>
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    <link:loc xlink:href="blmn-20191229.xsd#blmn_OperatingLeaseLiabilityNoncurrentMember" xlink:label="loc_blmn_OperatingLeaseLiabilityNoncurrentMember_B35047BECF4E516DC13A68328B6C7A58" xlink:type="locator" />
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    <link:label id="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451_terseLabel_en-US" xlink:label="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt, net [Member]</link:label>
    <link:label id="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451_label_en-US" xlink:label="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long Term Debt, net [Member]</link:label>
    <link:label id="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451_documentation_en-US" xlink:label="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Long Term Debt, net [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_LongTermDebtnetMember" xlink:label="loc_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451" xlink:to="lab_blmn_LongTermDebtnetMember_9F1AF49FE9C6BDDC962D68328B6C2451" xlink:type="arc" />
    <link:label id="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E_terseLabel_en-US" xlink:label="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finance lease assets [Member]</link:label>
    <link:label id="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E_label_en-US" xlink:label="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease Assets [Member]</link:label>
    <link:label id="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E_documentation_en-US" xlink:label="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Finance Lease Assets [Member]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_FinanceLeaseAssetsMember" xlink:label="loc_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E" xlink:to="lab_blmn_FinanceLeaseAssetsMember_66A06240A12ED649522168328B6DA88E" xlink:type="arc" />
    <link:label id="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA_terseLabel_en-US" xlink:label="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Leased Assets and Liabilities - Lessee [Line Items]</link:label>
    <link:label id="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA_label_en-US" xlink:label="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Leased Assets and Liabilities - Lessee [Line Items]</link:label>
    <link:label id="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA_documentation_en-US" xlink:label="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Line Items] for Schedule of Leased Assets and Liabilities - Lessee [Table]</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems" xlink:label="loc_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA" xlink:to="lab_blmn_ScheduleofLeasedAssetsandLiabilitiesLesseeLineItems_CDEE24A9F1D1DF57217E68328B6D70AA" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finance lease right-of-use assets</link:label>
    <link:label id="lab_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease, Right-of-Use Asset</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FinanceLeaseRightOfUseAsset" xlink:label="loc_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF" xlink:to="lab_us-gaap_FinanceLeaseRightOfUseAsset_62E97B7843F4ED69AA5968328B6EB5FF" xlink:type="arc" />
    <link:label id="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD_totalLabel_en-US" xlink:label="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total lease assets, net</link:label>
    <link:label id="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD_label_en-US" xlink:label="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lease, Right-of-Use Assets</link:label>
    <link:label id="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD_documentation_en-US" xlink:label="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of lessee's right to use underlying assets under both finance and operating leases.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_LeaseRightofUseAssets" xlink:label="loc_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD" xlink:to="lab_blmn_LeaseRightofUseAssets_823C3CE252FA271BD60168328B6E80AD" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current operating lease liabilities</link:label>
    <link:label id="lab_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973_label_en-US" xlink:label="lab_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Liability, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingLeaseLiabilityCurrent" xlink:label="loc_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973" xlink:to="lab_us-gaap_OperatingLeaseLiabilityCurrent_FABB58DDF474F377A22268328B6E7973" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current finance lease liabilities</link:label>
    <link:label id="lab_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease, Liability, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FinanceLeaseLiabilityCurrent" xlink:label="loc_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8" xlink:to="lab_us-gaap_FinanceLeaseLiabilityCurrent_C82BB33DA5C222D1D43868328B6EB6E8" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-current finance lease liabilities</link:label>
    <link:label id="lab_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease, Liability, Noncurrent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FinanceLeaseLiabilityNoncurrent" xlink:label="loc_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996" xlink:to="lab_us-gaap_FinanceLeaseLiabilityNoncurrent_02CD6EEB8AE5DC257D3568328B6EF996" xlink:type="arc" />
    <link:label id="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5_totalLabel_en-US" xlink:label="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total lease liability</link:label>
    <link:label id="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5_label_en-US" xlink:label="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lease Liability</link:label>
    <link:label id="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5_documentation_en-US" xlink:label="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total amount of lessee's current and noncurrent operating and financing lease liabilities.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_LeaseLiability" xlink:label="loc_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5" xlink:to="lab_blmn_LeaseLiability_FEC40366E8D1CC80330668328B6FB7E5" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccumulatedDepreciationDepletionAndAmortizationPropertyPlantAndEquipment_B3909F0824C6211A3A5B68328B6F0337_terseLabel_en-US" xlink:label="lab_us-gaap_AccumulatedDepreciationDepletionAndAmortizationPropertyPlantAndEquipment_B3909F0824C6211A3A5B68328B6F0337" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accumulated amortization, finance lease right-of-use assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AccumulatedDepreciationDepletionAndAmortizationPropertyPlantAndEquipment" xlink:label="loc_us-gaap_AccumulatedDepreciationDepletionAndAmortizationPropertyPlantAndEquipment_B3909F0824C6211A3A5B68328B6F0337" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccumulatedDepreciationDepletionAndAmortizationPropertyPlantAndEquipment_B3909F0824C6211A3A5B68328B6F0337" xlink:to="lab_us-gaap_AccumulatedDepreciationDepletionAndAmortizationPropertyPlantAndEquipment_B3909F0824C6211A3A5B68328B6F0337" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of compensation cost for share-based payment arrangements, allocation of share-based compensation costs by award type</link:label>
    <link:label id="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4_label_en-US" xlink:label="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Payment Arrangement, Cost by Plan [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4" xlink:to="lab_us-gaap_ScheduleOfCompensationCostForShareBasedPaymentArrangementsAllocationOfShareBasedCompensationCostsByPlanTableTextBlock_F6A81756E43014080E0168328D9948A4" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of share-based compensation, stock options, activity</link:label>
    <link:label id="lab_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8_label_en-US" xlink:label="lab_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Payment Arrangement, Option, Activity [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8" xlink:to="lab_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_B3BC9829FE099DE92D4B68328D9951C8" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of assumptions used to calculate fair value of options</link:label>
    <link:label id="lab_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC_label_en-US" xlink:label="lab_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Share-based Payment Award, Stock Options, Valuation Assumptions [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC" xlink:to="lab_us-gaap_ScheduleOfShareBasedPaymentAwardStockOptionsValuationAssumptionsTableTextBlock_7751EBD7A4365D787AD968328D9983FC" xlink:type="arc" />
    <link:label id="lab_blmn_ScheduleofStockbasedCompensationInformationStockOptionsTableTextBlock_DFEBDBF25824670EB1EC68328D99F176_terseLabel_en-US" xlink:label="lab_blmn_ScheduleofStockbasedCompensationInformationStockOptionsTableTextBlock_DFEBDBF25824670EB1EC68328D99F176" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of stock-based compensation information, stock options</link:label>
    <link:label id="lab_blmn_ScheduleofStockbasedCompensationInformationStockOptionsTableTextBlock_DFEBDBF25824670EB1EC68328D99F176_label_en-US" xlink:label="lab_blmn_ScheduleofStockbasedCompensationInformationStockOptionsTableTextBlock_DFEBDBF25824670EB1EC68328D99F176" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Stock-based Compensation Information, Stock Options [Table Text Block]</link:label>
    <link:label id="lab_blmn_ScheduleofStockbasedCompensationInformationStockOptionsTableTextBlock_DFEBDBF25824670EB1EC68328D99F176_documentation_en-US" xlink:label="lab_blmn_ScheduleofStockbasedCompensationInformationStockOptionsTableTextBlock_DFEBDBF25824670EB1EC68328D99F176" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tabular disclosure of stock option compensation information including, but not limited to such items as, intrinsic value of options exercised, cash received from option exercises, tax benefits, unrecognized stock option expense and weighted-average vesting period.</link:label>
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    <link:label id="lab_us-gaap_LesseeLeaseDescriptionTable_31CA10F380E979503AA668328E43D653_label_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionTable_31CA10F380E979503AA668328E43D653" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeLeaseDescriptionTable" xlink:label="loc_us-gaap_LesseeLeaseDescriptionTable_31CA10F380E979503AA668328E43D653" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LesseeLeaseDescriptionLineItems_B680219E213ACAEA10D368328E44C779_label_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionLineItems_B680219E213ACAEA10D368328E44C779" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeLeaseDescriptionLineItems" xlink:label="loc_us-gaap_LesseeLeaseDescriptionLineItems_B680219E213ACAEA10D368328E44C779" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GoodwillLineItems" xlink:label="loc_us-gaap_GoodwillLineItems_7EEF5E7CBF314A1196F368328C35EADC" xlink:type="locator" />
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    <link:label id="lab_blmn_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesThatWouldBeIssuedOnVestingOfStockUnits_DF4B8FDDAD6A3756781468328C74625D_documentation_en-US" xlink:label="lab_blmn_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesThatWouldBeIssuedOnVestingOfStockUnits_DF4B8FDDAD6A3756781468328C74625D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Share-based compensation arrangement by share-based payment award, number of shares that would be issued on vesting of stock units.</link:label>
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    <link:label id="lab_blmn_AssetsandLiabilitiesLesseeTableTextBlock_30778F946FC586FEF73368328B731090_terseLabel_en-US" xlink:label="lab_blmn_AssetsandLiabilitiesLesseeTableTextBlock_30778F946FC586FEF73368328B731090" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Assets and liabilities, lessee</link:label>
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    <link:label id="lab_blmn_ScheduleofPropertySubjecttoorAvailableforOperatingLeasesTableTextBlock_5666214B32E46591986468328B74003C_terseLabel_en-US" xlink:label="lab_blmn_ScheduleofPropertySubjecttoorAvailableforOperatingLeasesTableTextBlock_5666214B32E46591986468328B74003C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of property subject to or available for operating leases</link:label>
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    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_6C41A464A0636BA81FE368328B569CA7_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_6C41A464A0636BA81FE368328B569CA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Payments to be Received, Three Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears" xlink:label="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_6C41A464A0636BA81FE368328B569CA7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_6C41A464A0636BA81FE368328B569CA7" xlink:to="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThreeYears_6C41A464A0636BA81FE368328B569CA7" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Sublease revenues, 2023</link:label>
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Payments to be Received, Four Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears" xlink:label="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5" xlink:to="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFourYears_3248DE1D1AB0CFE73FA568328B57FFD5" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Sublease revenues, 2024</link:label>
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Payments to be Received, Five Years</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears" xlink:label="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7" xlink:to="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedFiveYears_600891649C3996DAA32768328B57BAA7" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Sublease revenues, thereafter</link:label>
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Payments to be Received, Thereafter</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter" xlink:label="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8" xlink:to="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceivedThereafter_827135AC432D18D1C5D268328B5792C8" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443_negatedTotalLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443" xlink:role="http://www.xbrl.org/2009/role/negatedTotalLabel" xlink:type="resource" xml:lang="en-US">Sublease revenues, total</link:label>
    <link:label id="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Payments to be Received</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeasePaymentsToBeReceived" xlink:label="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443" xlink:to="lab_us-gaap_LessorOperatingLeasePaymentsToBeReceived_653E24E3CC53A8E67D9468328B57A443" xlink:type="arc" />
    <link:label id="lab_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2_terseLabel_en-US" xlink:label="lab_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prepaid rent</link:label>
    <link:label id="lab_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2_label_en-US" xlink:label="lab_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Rent</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PrepaidRent" xlink:label="loc_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2" xlink:to="lab_us-gaap_PrepaidRent_A473770EA3462F2BA8AA68328B578DD2" xlink:type="arc" />
    <link:label id="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50_terseLabel_en-US" xlink:label="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, operating lease, option to extend amount</link:label>
    <link:label id="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50_label_en-US" xlink:label="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Option to Extend Amount</link:label>
    <link:label id="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50_documentation_en-US" xlink:label="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Portion of the recorded lease liability related to the option to extend lessee's operating lease term.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_LesseeOperatingLeaseOptiontoExtendAmount" xlink:label="loc_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50" xlink:to="lab_blmn_LesseeOperatingLeaseOptiontoExtendAmount_B75217D711C798F7EC9C68328B57ED50" xlink:type="arc" />
    <link:label id="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8_terseLabel_en-US" xlink:label="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, operating lease, lease not yet commenced, unrecorded liability</link:label>
    <link:label id="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8_label_en-US" xlink:label="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Lease Not yet Commenced, Unrecorded Liability</link:label>
    <link:label id="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8_documentation_en-US" xlink:label="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of unrecorded liability for executed leases that have not yet commenced.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability" xlink:label="loc_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8" xlink:to="lab_blmn_LesseeOperatingLeaseLeaseNotyetCommencedUnrecordedLiability_3B78EBB4B9A24C5CA6C968328B5803D8" xlink:type="arc" />
    <link:label id="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F_terseLabel_en-US" xlink:label="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of accrued and other current liabilities</link:label>
    <link:label id="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F_label_en-US" xlink:label="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Accrued Liabilities and Other Current Liabilities, Current [Table Text Block]</link:label>
    <link:label id="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F_documentation_en-US" xlink:label="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule of accrued liabilities and other current liabilities, current.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock" xlink:label="loc_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F" xlink:to="lab_blmn_ScheduleofAccruedLiabilitiesandOtherCurrentLiabilitiesCurrentTableTextBlock_CC74B079A64E856FA7E568328C09FF8F" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D_verboseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Net</link:label>
    <link:label id="lab_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D_label_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtTextBlock" xlink:label="loc_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D" xlink:to="lab_us-gaap_LongTermDebtTextBlock_BCF5E9997BC8EB7471AE68328C02713D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of long-term debt, net</link:label>
    <link:label id="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9_label_en-US" xlink:label="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Long-term Debt Instruments [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfDebtInstrumentsTextBlock" xlink:label="loc_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9" xlink:to="lab_us-gaap_ScheduleOfDebtInstrumentsTextBlock_B21FCE5FB2B4A24EB56968328BFFF9C9" xlink:type="arc" />
    <link:label id="lab_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4_terseLabel_en-US" xlink:label="lab_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of interest rate options, senior secured credit facility</link:label>
    <link:label id="lab_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4_label_en-US" xlink:label="lab_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Interest Rate Options, Senior Secured Credit Facility [Table Text Block]</link:label>
    <link:label id="lab_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4_documentation_en-US" xlink:label="lab_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule of interest rates options for the term loan and revolver facilities within the senior secured credit facility.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock" xlink:label="loc_blmn_ScheduleofInterestRateOptionsSeniorSecuredCreditFacilityTableTextBlock_D5DE56ACFA02BE21C6B468328BFF7EC4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of maturities of long-term debt</link:label>
    <link:label id="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207_label_en-US" xlink:label="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Maturities of Long-term Debt [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207" xlink:to="lab_us-gaap_ScheduleOfMaturitiesOfLongTermDebtTableTextBlock_247F728BC9443E73994D68328BFF7207" xlink:type="arc" />
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    <link:label id="lab_blmn_BenefitfromValueAddedTaxCreditRecognition_CC9EA5C83B6411727846683289D1B041_terseLabel_en-US" xlink:label="lab_blmn_BenefitfromValueAddedTaxCreditRecognition_CC9EA5C83B6411727846683289D1B041" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Benefit from value added tax credit</link:label>
    <link:label id="lab_blmn_BenefitfromValueAddedTaxCreditRecognition_CC9EA5C83B6411727846683289D1B041_label_en-US" xlink:label="lab_blmn_BenefitfromValueAddedTaxCreditRecognition_CC9EA5C83B6411727846683289D1B041" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Benefit from Value Added Tax Credit Recognition</link:label>
    <link:label id="lab_blmn_BenefitfromValueAddedTaxCreditRecognition_CC9EA5C83B6411727846683289D1B041_documentation_en-US" xlink:label="lab_blmn_BenefitfromValueAddedTaxCreditRecognition_CC9EA5C83B6411727846683289D1B041" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A benefit located within income from operations related to foreign value added tax credits.</link:label>
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    <link:label id="lab_us-gaap_AmortizationOfFinancingCostsAndDiscounts_E7913FC4A54B7D88A3CA68328E8D15CE_terseLabel_en-US" xlink:label="lab_us-gaap_AmortizationOfFinancingCostsAndDiscounts_E7913FC4A54B7D88A3CA68328E8D15CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortization of deferred discounts and issuance costs</link:label>
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    <link:label id="lab_us-gaap_AmortizationOfDeferredSalesCommissions_F85D049050833D7DA90568328E8DA820_terseLabel_en-US" xlink:label="lab_us-gaap_AmortizationOfDeferredSalesCommissions_F85D049050833D7DA90568328E8DA820" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortization of deferred gift card sales commissions</link:label>
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    <link:label id="lab_blmn_NonCashOperatingLeaseCosts_3DEAA6C6C5DE379D2D8F68328E8D0791_terseLabel_en-US" xlink:label="lab_blmn_NonCashOperatingLeaseCosts_3DEAA6C6C5DE379D2D8F68328E8D0791" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-cash operating lease costs</link:label>
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    <link:label id="lab_blmn_NonCashOperatingLeaseCosts_3DEAA6C6C5DE379D2D8F68328E8D0791_documentation_en-US" xlink:label="lab_blmn_NonCashOperatingLeaseCosts_3DEAA6C6C5DE379D2D8F68328E8D0791" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Non-cash reduction of the right-of-use asset related to straight-line lease costs.</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensation_34D725AF89F37848AF1C68328E8D10A3_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_34D725AF89F37848AF1C68328E8D10A3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock-based and other non-cash compensation expense</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensation_34D725AF89F37848AF1C68328E8D10A3_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_34D725AF89F37848AF1C68328E8D10A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Payment Arrangement, Noncash Expense</link:label>
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    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDD605B89373F05003D568328E8EB31C_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_EDD605B89373F05003D568328E8EB31C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred income tax benefit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_EDD605B89373F05003D568328E8EB31C" xlink:type="locator" />
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    <link:label id="lab_blmn_GainLossonExtinguishmentandModificationofDebt_4D163CEC18278626AE5468328E8E0A72_negatedLabel_en-US" xlink:label="lab_blmn_GainLossonExtinguishmentandModificationofDebt_4D163CEC18278626AE5468328E8E0A72" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Loss on extinguishment and modification of debt</link:label>
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    <link:label id="lab_us-gaap_DisposalGroupNotDiscontinuedOperationGainLossOnDisposal_4EFAC7637F82B25FB0B668328E8EFA7A_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DisposalGroupNotDiscontinuedOperationGainLossOnDisposal_4EFAC7637F82B25FB0B668328E8EFA7A" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Loss (gain) on sale of a business or subsidiary</link:label>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_5CE1B08AD42B055B669C68328E8F1B53_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_5CE1B08AD42B055B669C68328E8F1B53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Operating Capital [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInOperatingCapitalAbstract" xlink:label="loc_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_5CE1B08AD42B055B669C68328E8F1B53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_5CE1B08AD42B055B669C68328E8F1B53" xlink:to="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_5CE1B08AD42B055B669C68328E8F1B53" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInInventories_D212321C6D55ECFF09E768328E8F7D7B_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInventories_D212321C6D55ECFF09E768328E8F7D7B" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">(Increase) decrease in inventories</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInInventories_D212321C6D55ECFF09E768328E8F7D7B_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInInventories_D212321C6D55ECFF09E768328E8F7D7B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Inventories</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInInventories" xlink:label="loc_us-gaap_IncreaseDecreaseInInventories_D212321C6D55ECFF09E768328E8F7D7B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherCurrentAssets_5175F81989065C109E3368328E8FCCFB_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherCurrentAssets_5175F81989065C109E3368328E8FCCFB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Other Current Assets</link:label>
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    <link:label id="lab_blmn_IncreaseDecreaseinOperatingRightofUseAssetsNet_B41DD5BA51F3F2EC1BF968328E8FC965_negatedTerseLabel_en-US" xlink:label="lab_blmn_IncreaseDecreaseinOperatingRightofUseAssetsNet_B41DD5BA51F3F2EC1BF968328E8FC965" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Decrease in operating right-of-use assets, net</link:label>
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    <link:label id="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2_terseLabel_en-US" xlink:label="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">(Decrease) increase in accounts payable and accrued and other current liabilities</link:label>
    <link:label id="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2_label_en-US" xlink:label="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Accounts Payable and Accrued and Other Current Liabilities</link:label>
    <link:label id="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2_documentation_en-US" xlink:label="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The net change during the reporting period in accounts payable and accrued and other current liabilities.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities" xlink:label="loc_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2" xlink:to="lab_blmn_IncreaseDecreaseinAccountsPayableandAccruedandOtherCurrentLiabilities_989342EADF06CE713C5D68328E8FA2B2" xlink:type="arc" />
    <link:label id="lab_blmn_IncreaseDecreaseinDeferredRent_38B15DEC69156A638BD768328E904B49_terseLabel_en-US" xlink:label="lab_blmn_IncreaseDecreaseinDeferredRent_38B15DEC69156A638BD768328E904B49" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase in deferred rent</link:label>
    <link:label id="lab_blmn_IncreaseDecreaseinDeferredRent_38B15DEC69156A638BD768328E904B49_label_en-US" xlink:label="lab_blmn_IncreaseDecreaseinDeferredRent_38B15DEC69156A638BD768328E904B49" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Deferred Rent</link:label>
    <link:label id="lab_blmn_IncreaseDecreaseinDeferredRent_38B15DEC69156A638BD768328E904B49_documentation_en-US" xlink:label="lab_blmn_IncreaseDecreaseinDeferredRent_38B15DEC69156A638BD768328E904B49" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The net change during the reporting period in deferred rent.</link:label>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase (decrease) in unearned revenue</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Deferred Revenue</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInDeferredRevenue" xlink:label="loc_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48" xlink:to="lab_us-gaap_IncreaseDecreaseInDeferredRevenue_9082F0222095CEC56B5E68328E906E48" xlink:type="arc" />
    <link:label id="lab_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572_terseLabel_en-US" xlink:label="lab_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Decrease in operating lease liabilities</link:label>
    <link:label id="lab_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572_label_en-US" xlink:label="lab_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Operating Lease Liabilities</link:label>
    <link:label id="lab_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572_documentation_en-US" xlink:label="lab_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of increase (decrease) in operating lease liabilities.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_IncreaseDecreaseinOperatingLeaseLiabilities" xlink:label="loc_blmn_IncreaseDecreaseinOperatingLeaseLiabilities_3B374E45E6763C49DCC368328E907572" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase (decrease) in other long-term liabilities</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Other Noncurrent Liabilities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90" xlink:to="lab_us-gaap_IncreaseDecreaseInOtherNoncurrentLiabilities_250359E0ADC201C5C66F68328E901C90" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_F43A3E7EB537EE20886168328E907301_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_F43A3E7EB537EE20886168328E907301" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash provided by operating activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_F43A3E7EB537EE20886168328E907301_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_F43A3E7EB537EE20886168328E907301" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_F43A3E7EB537EE20886168328E907301" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_DE36F286F49D67B4F55068328E907B8E_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_DE36F286F49D67B4F55068328E907B8E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash flows used in investing activities:</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_DE36F286F49D67B4F55068328E907B8E_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_DE36F286F49D67B4F55068328E907B8E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities [Abstract]</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromSaleOfPropertyPlantAndEquipment_555B6D3864625B8F211A68328E9107CC_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromSaleOfPropertyPlantAndEquipment_555B6D3864625B8F211A68328E9107CC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from disposal of property, fixtures and equipment</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromDivestitureOfBusinesses_6629391E6AB152CF5D1868328E91CE13_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromDivestitureOfBusinesses_6629391E6AB152CF5D1868328E91CE13" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from sale of a business, net of cash divested</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_72A6AEC7BBB74BDE6EBC68328E91DF7E_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_72A6AEC7BBB74BDE6EBC68328E91DF7E" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Capital expenditures</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_8705E28B10A877C1E84F68328E9162C4_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_8705E28B10A877C1E84F68328E9162C4" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash used in investing activities</link:label>
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    <link:label id="lab_blmn_ExtinguishmentandModificationofDebt_D7D864B431AEFEB504FA68328E92A496_documentation_en-US" xlink:label="lab_blmn_ExtinguishmentandModificationofDebt_D7D864B431AEFEB504FA68328E92A496" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The cash outflow for the extinguishment and modification of debt.</link:label>
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    <link:label id="lab_us-gaap_RepaymentsOfLongTermDebt_06EBAC02971A83B7B85968328E92CBF8_negatedLabel_en-US" xlink:label="lab_us-gaap_RepaymentsOfLongTermDebt_06EBAC02971A83B7B85968328E92CBF8" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Repayments of long-term debt</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromLinesOfCredit_57B30ED2BB0ED606A8FC68328E927C87_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromLinesOfCredit_57B30ED2BB0ED606A8FC68328E927C87" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Proceeds from borrowings on revolving credit facilities, net</link:label>
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    <link:label id="lab_us-gaap_FairValueMeasurementsRecurringMember_3FF9156CE194E56BAF1A68328B2F0D38_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsRecurringMember_3FF9156CE194E56BAF1A68328B2F0D38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Recurring [Member]</link:label>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAxis_693A337E790DD4FA234168328B315E7D_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAxis_693A337E790DD4FA234168328B315E7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents [Axis]</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember" xlink:label="loc_us-gaap_RestrictedCashAndCashEquivalentsCashAndCashEquivalentsMember_629D45BCFCEE4F505B2E68328B312627" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FixedIncomeFundsMember_AA5B9D05829FA72F61A368328B32EE33_terseLabel_en-US" xlink:label="lab_us-gaap_FixedIncomeFundsMember_AA5B9D05829FA72F61A368328B32EE33" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fixed income funds [Member]</link:label>
    <link:label id="lab_us-gaap_FixedIncomeFundsMember_AA5B9D05829FA72F61A368328B32EE33_label_en-US" xlink:label="lab_us-gaap_FixedIncomeFundsMember_AA5B9D05829FA72F61A368328B32EE33" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fixed Income Funds [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FixedIncomeFundsMember" xlink:label="loc_us-gaap_FixedIncomeFundsMember_AA5B9D05829FA72F61A368328B32EE33" xlink:type="locator" />
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    <link:label id="lab_us-gaap_MoneyMarketFundsMember_8DAC90565703459D979268328B327E28_terseLabel_en-US" xlink:label="lab_us-gaap_MoneyMarketFundsMember_8DAC90565703459D979268328B327E28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Money market funds [Member]</link:label>
    <link:label id="lab_us-gaap_MoneyMarketFundsMember_8DAC90565703459D979268328B327E28_label_en-US" xlink:label="lab_us-gaap_MoneyMarketFundsMember_8DAC90565703459D979268328B327E28" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Money Market Funds [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_MoneyMarketFundsMember" xlink:label="loc_us-gaap_MoneyMarketFundsMember_8DAC90565703459D979268328B327E28" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_C1117E530D848EC5B9D268328B34EC67_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_C1117E530D848EC5B9D268328B34EC67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_C1117E530D848EC5B9D268328B34EC67_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_C1117E530D848EC5B9D268328B34EC67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CashAndCashEquivalentsFairValueDisclosure" xlink:label="loc_us-gaap_CashAndCashEquivalentsFairValueDisclosure_C1117E530D848EC5B9D268328B34EC67" xlink:type="locator" />
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    <link:label id="lab_blmn_LiquorLicensesPolicyTextBlock_4C438AF39BA35040FDBCD40C8CBEF4CE_documentation_en-US" xlink:label="lab_blmn_LiquorLicensesPolicyTextBlock_4C438AF39BA35040FDBCD40C8CBEF4CE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The accounting policy for costs of obtaining non-transferable and transferable liquor licenses and for annual renewal fees.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_LiquorLicensesPolicyTextBlock" xlink:label="loc_blmn_LiquorLicensesPolicyTextBlock_4C438AF39BA35040FDBCD40C8CBEF4CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_LiquorLicensesPolicyTextBlock_4C438AF39BA35040FDBCD40C8CBEF4CE" xlink:to="lab_blmn_LiquorLicensesPolicyTextBlock_4C438AF39BA35040FDBCD40C8CBEF4CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870_terseLabel_en-US" xlink:label="lab_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Insurance reserves</link:label>
    <link:label id="lab_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870_label_en-US" xlink:label="lab_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Self Insurance Reserve [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SelfInsuranceReservePolicyTextBlock" xlink:label="loc_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870" xlink:to="lab_us-gaap_SelfInsuranceReservePolicyTextBlock_72AB3606C6D77CAC2E16D40C8CBEC870" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Share repurchase</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StockholdersEquityPolicyTextBlock" xlink:label="loc_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C" xlink:to="lab_us-gaap_StockholdersEquityPolicyTextBlock_16A830461A10028F60D1D40C8CBE365C" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue recognition</link:label>
    <link:label id="lab_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE_label_en-US" xlink:label="lab_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RevenueRecognitionPolicyTextBlock" xlink:label="loc_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE" xlink:to="lab_us-gaap_RevenueRecognitionPolicyTextBlock_B298EFC28F7BD77E09DCD40C8CBE9DCE" xlink:type="arc" />
    <link:label id="lab_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Leases</link:label>
    <link:label id="lab_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7_label_en-US" xlink:label="lab_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Leases [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeLeasesPolicyTextBlock" xlink:label="loc_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7" xlink:to="lab_us-gaap_LesseeLeasesPolicyTextBlock_C91EBD58D7F495E5A13BD40C8CBE67A7" xlink:type="arc" />
    <link:label id="lab_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC_terseLabel_en-US" xlink:label="lab_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pre-opening expenses</link:label>
    <link:label id="lab_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC_label_en-US" xlink:label="lab_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Start-up Activities, Cost Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_StartUpActivitiesCostPolicy" xlink:label="loc_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC" xlink:to="lab_us-gaap_StartUpActivitiesCostPolicy_50FB2D2ED06ADCB5F259D40C8CBE7BCC" xlink:type="arc" />
    <link:label id="lab_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5_terseLabel_en-US" xlink:label="lab_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consideration received from vendors</link:label>
    <link:label id="lab_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5_label_en-US" xlink:label="lab_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cost of Sales, Vendor Allowances, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CostOfSalesVendorAllowancesPolicy" xlink:label="loc_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5" xlink:to="lab_us-gaap_CostOfSalesVendorAllowancesPolicy_E994BD88233D9F17CE0BD40C8CBEF2F5" xlink:type="arc" />
    <link:label id="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365_terseLabel_en-US" xlink:label="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Impairment of long-lived assets and costs associated with exit activities</link:label>
    <link:label id="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365_label_en-US" xlink:label="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Impairment or Disposal of Long-Lived Assets, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock" xlink:label="loc_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365" xlink:to="lab_us-gaap_ImpairmentOrDisposalOfLongLivedAssetsPolicyTextBlock_884881106D5D3E813ECDD40C8CBE8365" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB_terseLabel_en-US" xlink:label="lab_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Advertising costs</link:label>
    <link:label id="lab_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB_label_en-US" xlink:label="lab_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Advertising Cost [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AdvertisingCostsPolicyTextBlock" xlink:label="loc_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB" xlink:to="lab_us-gaap_AdvertisingCostsPolicyTextBlock_CA5D99C690D5899B8FE4D40C8CBE2DBB" xlink:type="arc" />
    <link:label id="lab_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4_terseLabel_en-US" xlink:label="lab_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Legal costs</link:label>
    <link:label id="lab_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4_label_en-US" xlink:label="lab_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Legal Costs, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LegalCostsPolicyTextBlock" xlink:label="loc_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4" xlink:to="lab_us-gaap_LegalCostsPolicyTextBlock_AE273DC9A4755B0F3763D40C8CBE04F4" xlink:type="arc" />
    <link:label id="lab_us-gaap_ResearchAndDevelopmentExpensePolicy_55FFBC961BE76EA3EDCED40C8CBE6524_terseLabel_en-US" xlink:label="lab_us-gaap_ResearchAndDevelopmentExpensePolicy_55FFBC961BE76EA3EDCED40C8CBE6524" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Research and development expenses</link:label>
    <link:label id="lab_us-gaap_ResearchAndDevelopmentExpensePolicy_55FFBC961BE76EA3EDCED40C8CBE6524_label_en-US" xlink:label="lab_us-gaap_ResearchAndDevelopmentExpensePolicy_55FFBC961BE76EA3EDCED40C8CBE6524" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Research and Development Expense, Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ResearchAndDevelopmentExpensePolicy" xlink:label="loc_us-gaap_ResearchAndDevelopmentExpensePolicy_55FFBC961BE76EA3EDCED40C8CBE6524" xlink:type="locator" />
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    <link:label id="lab_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F_terseLabel_en-US" xlink:label="lab_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Partner compensation</link:label>
    <link:label id="lab_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F_label_en-US" xlink:label="lab_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Employee Partner Payments and Buyouts [Policy Text Block]</link:label>
    <link:label id="lab_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F_documentation_en-US" xlink:label="lab_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Accounting policy for distributions or payments to partners for providing management and supervisory services to their restaurants.  Distributions or payments are based on a percentage of their associated restaurants&#8217; monthly cash flows.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock" xlink:label="loc_blmn_EmployeePartnerPaymentsAndBuyoutsPolicyTextBlock_2DBF98728B8B4E3FBF92D40C8CBE836F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_88C791D82398D522277DD40C8CBE3F95_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_88C791D82398D522277DD40C8CBE3F95" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock-based compensation</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy" xlink:label="loc_us-gaap_ShareBasedCompensationOptionAndIncentivePlansPolicy_88C791D82398D522277DD40C8CBE3F95" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A_terseLabel_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign currency translation and transactions</link:label>
    <link:label id="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A_label_en-US" xlink:label="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Currency Transactions and Translations Policy [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock" xlink:label="loc_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A" xlink:to="lab_us-gaap_ForeignCurrencyTransactionsAndTranslationsPolicyTextBlock_53E72C070D5619D8FE50D40C8CBEBE3A" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncomeTaxPolicyTextBlock_67D49A9A26010666D202D40C8CBED29B_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxPolicyTextBlock_67D49A9A26010666D202D40C8CBED29B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income taxes</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncomeTaxPolicyTextBlock" xlink:label="loc_us-gaap_IncomeTaxPolicyTextBlock_67D49A9A26010666D202D40C8CBED29B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_9BD153ED79CF3E9DA81AD40C8CBE3BED_terseLabel_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_9BD153ED79CF3E9DA81AD40C8CBE3BED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Recently adopted financial accounting standards</link:label>
    <link:label id="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_9BD153ED79CF3E9DA81AD40C8CBE3BED_label_en-US" xlink:label="lab_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_9BD153ED79CF3E9DA81AD40C8CBE3BED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Accounting Pronouncements, Policy [Policy Text Block]</link:label>
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    <link:label id="lab_us-gaap_PriorPeriodReclassificationAdjustmentDescription_306454C0C80E848D66FCD40C8CBE392F_terseLabel_en-US" xlink:label="lab_us-gaap_PriorPeriodReclassificationAdjustmentDescription_306454C0C80E848D66FCD40C8CBE392F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reclassifications</link:label>
    <link:label id="lab_us-gaap_PriorPeriodReclassificationAdjustmentDescription_306454C0C80E848D66FCD40C8CBE392F_label_en-US" xlink:label="lab_us-gaap_PriorPeriodReclassificationAdjustmentDescription_306454C0C80E848D66FCD40C8CBE392F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reclassification, Policy [Policy Text Block]</link:label>
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    <link:label id="lab_us-gaap_SaleLeasebackTransactionDeferredGainNet_953E7D043B7878214BA568328E384572_terseLabel_en-US" xlink:label="lab_us-gaap_SaleLeasebackTransactionDeferredGainNet_953E7D043B7878214BA568328E384572" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred gain on sale-leaseback transactions, net</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SaleLeasebackTransactionDeferredGainNet" xlink:label="loc_us-gaap_SaleLeasebackTransactionDeferredGainNet_953E7D043B7878214BA568328E384572" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DeferredTaxAssetsDeferredGainOnSaleLeasebackTransaction_B06320B57B4FE8672AC068328E388728_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredTaxAssetsDeferredGainOnSaleLeasebackTransaction_B06320B57B4FE8672AC068328E388728" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred tax assets, net of valuation allowance, noncurrent</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DeferredTaxAssetsDeferredGainOnSaleLeasebackTransaction" xlink:label="loc_us-gaap_DeferredTaxAssetsDeferredGainOnSaleLeasebackTransaction_B06320B57B4FE8672AC068328E388728" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SaleLeasebackTransactionCurrentPeriodGainRecognized_3FA81A2B774157CF946C68328E384EA7_terseLabel_en-US" xlink:label="lab_us-gaap_SaleLeasebackTransactionCurrentPeriodGainRecognized_3FA81A2B774157CF946C68328E384EA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Recognition of deferred gain on sale-leaseback transactions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SaleLeasebackTransactionCurrentPeriodGainRecognized" xlink:label="loc_us-gaap_SaleLeasebackTransactionCurrentPeriodGainRecognized_3FA81A2B774157CF946C68328E384EA7" xlink:type="locator" />
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    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F_label_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Required Amortization Payments, Period One</link:label>
    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F_documentation_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The quarterly amount of amortization payments required under the terms of the credit agreement during the first two years of amortization payments.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne" xlink:label="loc_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F" xlink:to="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodOne_132B1A0C2E9B156C9E497889F2E9909F" xlink:type="arc" />
    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795_terseLabel_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Quarterly required amortization payments, period two</link:label>
    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795_label_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Required Amortization Payments, Period Two</link:label>
    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795_documentation_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The quarterly amount of amortization payments required under the terms of the credit agreement during years three and four of amortization payments.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo" xlink:label="loc_blmn_QuarterlyRequiredAmortizationPaymentsPeriodTwo_9C3D825B14C327070E7A7889F2E96795" xlink:type="locator" />
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    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB_terseLabel_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Quarterly required amortization payments, period three</link:label>
    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB_label_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Quarterly Required Amortization Payments, Period Three</link:label>
    <link:label id="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB_documentation_en-US" xlink:label="lab_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The quarterly amount of amortization payments required under the terms of the credit agreement during last year of amortization payments.</link:label>
    <link:loc xlink:href="blmn-20191229.xsd#blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree" xlink:label="loc_blmn_QuarterlyRequiredAmortizationPaymentsPeriodThree_5E42D2B08D22793B74667889F2E9EFFB" xlink:type="locator" />
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    <link:label id="lab_blmn_DebtInstrumentCovenantPrepaymentRequirementPercentageOfBenchmark_58D04911D02C71FFB7BF7889F2E98B35_terseLabel_en-US" xlink:label="lab_blmn_DebtInstrumentCovenantPrepaymentRequirementPercentageOfBenchmark_58D04911D02C71FFB7BF7889F2E98B35" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument, covenant, prepayment requirement, percentage of benchmark</link:label>
    <link:label id="lab_blmn_DebtInstrumentCovenantPrepaymentRequirementPercentageOfBenchmark_58D04911D02C71FFB7BF7889F2E98B35_label_en-US" xlink:label="lab_blmn_DebtInstrumentCovenantPrepaymentRequirementPercentageOfBenchmark_58D04911D02C71FFB7BF7889F2E98B35" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Covenant, Prepayment Requirement, Percentage of Benchmark</link:label>
    <link:label id="lab_blmn_DebtInstrumentCovenantPrepaymentRequirementPercentageOfBenchmark_58D04911D02C71FFB7BF7889F2E98B35_documentation_en-US" xlink:label="lab_blmn_DebtInstrumentCovenantPrepaymentRequirementPercentageOfBenchmark_58D04911D02C71FFB7BF7889F2E98B35" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Percentage of the benchmark for the debt instrument covenant for required prepayments.</link:label>
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    <link:label id="lab_us-gaap_GoodwillGross_B4876CF12A152D26870268328C3052D0_terseLabel_en-US" xlink:label="lab_us-gaap_GoodwillGross_B4876CF12A152D26870268328C3052D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Goodwill, gross</link:label>
    <link:label id="lab_us-gaap_GoodwillGross_B4876CF12A152D26870268328C3052D0_label_en-US" xlink:label="lab_us-gaap_GoodwillGross_B4876CF12A152D26870268328C3052D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GoodwillGross" xlink:label="loc_us-gaap_GoodwillGross_B4876CF12A152D26870268328C3052D0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_GoodwillImpairmentLoss_F406D3B195DD7781F11A68328C306C21_label_en-US" xlink:label="lab_us-gaap_GoodwillImpairmentLoss_F406D3B195DD7781F11A68328C306C21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill, Impairment Loss</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_GoodwillImpairmentLoss" xlink:label="loc_us-gaap_GoodwillImpairmentLoss_F406D3B195DD7781F11A68328C306C21" xlink:type="locator" />
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    <link:label id="lab_blmn_ScheduleofLeaseCostsTable_E1D417ADAE647AF6959D68328B60DC7C_terseLabel_en-US" xlink:label="lab_blmn_ScheduleofLeaseCostsTable_E1D417ADAE647AF6959D68328B60DC7C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Lease Costs [Table]</link:label>
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    <link:loc xlink:href="blmn-20191229.xsd#blmn_ScheduleofLeaseCostsTable" xlink:label="loc_blmn_ScheduleofLeaseCostsTable_E1D417ADAE647AF6959D68328B60DC7C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_DB2DFDDFD3831392170D68328BCB5389_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_DB2DFDDFD3831392170D68328BCB5389" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2023</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_F30E90826323B286D59668328BCB5CA8_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_F30E90826323B286D59668328BCB5CA8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2024</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_3DD58FAFCD4864ED382568328BCC8D43_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalAfterYearFive_3DD58FAFCD4864ED382568328BCC8D43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Thereafter</link:label>
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    <link:label id="lab_blmn_FinanceLeaseObligationInterest_B9CDC57ACDCADCA36F6E68328BCC4C39_terseLabel_en-US" xlink:label="lab_blmn_FinanceLeaseObligationInterest_B9CDC57ACDCADCA36F6E68328BCC4C39" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Less: financing lease interest</link:label>
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