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    <link:label id="lab_us-gaap_CostOfGoodsTotalMember_4C4AFA8DC73938CBB0DD7C0340C95952_terseLabel_en-US" xlink:label="lab_us-gaap_CostOfGoodsTotalMember_4C4AFA8DC73938CBB0DD7C0340C95952" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total cost of goods sold</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_CostOfGoodsTotalMember" xlink:label="loc_us-gaap_CostOfGoodsTotalMember_4C4AFA8DC73938CBB0DD7C0340C95952" xlink:type="locator" />
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    <link:label id="lab_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7_terseLabel_en-US" xlink:label="lab_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accelerated depreciation</link:label>
    <link:label id="lab_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7_label_en-US" xlink:label="lab_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accelerated depreciation related to cost of goods sold [Member]</link:label>
    <link:label id="lab_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7_documentation_en-US" xlink:label="lab_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Accelerated depreciation related to cost of goods sold [Member]</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_AccelerateddepreciationrelatedtocostofgoodssoldMember" xlink:label="loc_cag_AccelerateddepreciationrelatedtocostofgoodssoldMember_EA7B51778C70C8CFD0277C0340C98BF7" xlink:type="locator" />
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    <link:label id="lab_cag_OtherCostofGoodsSoldMember_E103E1EB092BA6660F7E7C0340C9FE60_terseLabel_en-US" xlink:label="lab_cag_OtherCostofGoodsSoldMember_E103E1EB092BA6660F7E7C0340C9FE60" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other cost of goods sold</link:label>
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    <link:label id="lab_cag_OtherCostofGoodsSoldMember_E103E1EB092BA6660F7E7C0340C9FE60_documentation_en-US" xlink:label="lab_cag_OtherCostofGoodsSoldMember_E103E1EB092BA6660F7E7C0340C9FE60" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Cost of Goods Sold</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_OtherCostofGoodsSoldMember" xlink:label="loc_cag_OtherCostofGoodsSoldMember_E103E1EB092BA6660F7E7C0340C9FE60" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SellingGeneralAndAdministrativeExpensesMember_C428E108863F5948C4FC7C0340C98C61_terseLabel_en-US" xlink:label="lab_us-gaap_SellingGeneralAndAdministrativeExpensesMember_C428E108863F5948C4FC7C0340C98C61" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total selling, general and administrative expenses</link:label>
    <link:label id="lab_us-gaap_SellingGeneralAndAdministrativeExpensesMember_C428E108863F5948C4FC7C0340C98C61_label_en-US" xlink:label="lab_us-gaap_SellingGeneralAndAdministrativeExpensesMember_C428E108863F5948C4FC7C0340C98C61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Selling, General and Administrative Expenses [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_SellingGeneralAndAdministrativeExpensesMember" xlink:label="loc_us-gaap_SellingGeneralAndAdministrativeExpensesMember_C428E108863F5948C4FC7C0340C98C61" xlink:type="locator" />
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    <link:label id="lab_cag_SeveranceandRelatedCostsRecoveriesMember_BFC6A65AE413DB80C0727C0340CA72AD_terseLabel_en-US" xlink:label="lab_cag_SeveranceandRelatedCostsRecoveriesMember_BFC6A65AE413DB80C0727C0340CA72AD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Severance and related costs, net</link:label>
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    <link:label id="lab_cag_SeveranceandRelatedCostsRecoveriesMember_BFC6A65AE413DB80C0727C0340CA72AD_documentation_en-US" xlink:label="lab_cag_SeveranceandRelatedCostsRecoveriesMember_BFC6A65AE413DB80C0727C0340CA72AD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Severance and Related Costs (Recoveries) [Member]</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_SeveranceandRelatedCostsRecoveriesMember" xlink:label="loc_cag_SeveranceandRelatedCostsRecoveriesMember_BFC6A65AE413DB80C0727C0340CA72AD" xlink:type="locator" />
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    <link:label id="lab_cag_AssetImpairmentChargeMember_93A82AC7F96801E3DAF97C0340CAD6C9_terseLabel_en-US" xlink:label="lab_cag_AssetImpairmentChargeMember_93A82AC7F96801E3DAF97C0340CAD6C9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fixed asset impairment (Net of gains on disposal)</link:label>
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    <link:label id="lab_cag_AssetImpairmentChargeMember_93A82AC7F96801E3DAF97C0340CAD6C9_documentation_en-US" xlink:label="lab_cag_AssetImpairmentChargeMember_93A82AC7F96801E3DAF97C0340CAD6C9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Asset impairment charge.</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_AssetImpairmentChargeMember" xlink:label="loc_cag_AssetImpairmentChargeMember_93A82AC7F96801E3DAF97C0340CAD6C9" xlink:type="locator" />
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    <link:label id="lab_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439_terseLabel_en-US" xlink:label="lab_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accelerated depreciation</link:label>
    <link:label id="lab_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439_label_en-US" xlink:label="lab_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accelerated Depreciation [Member]</link:label>
    <link:label id="lab_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439_documentation_en-US" xlink:label="lab_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Accelerated depreciation.</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_AcceleratedDepreciationMember" xlink:label="loc_cag_AcceleratedDepreciationMember_8CDF50766F042CAD92BB7C0340CA7439" xlink:type="locator" />
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    <link:label id="lab_cag_ContractAndLeaseTerminationExpensesMember_431AFCE69E0EBDF1FCDC7C0340CF2821_terseLabel_en-US" xlink:label="lab_cag_ContractAndLeaseTerminationExpensesMember_431AFCE69E0EBDF1FCDC7C0340CF2821" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contract/Lease cancellation expenses (recoveries)</link:label>
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    <link:label id="lab_cag_ContractAndLeaseTerminationExpensesMember_431AFCE69E0EBDF1FCDC7C0340CF2821_documentation_en-US" xlink:label="lab_cag_ContractAndLeaseTerminationExpensesMember_431AFCE69E0EBDF1FCDC7C0340CF2821" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Contract And Lease Termination Expenses [Member]</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_ContractAndLeaseTerminationExpensesMember" xlink:label="loc_cag_ContractAndLeaseTerminationExpensesMember_431AFCE69E0EBDF1FCDC7C0340CF2821" xlink:type="locator" />
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    <link:label id="lab_cag_ConsultingAndProfessionalFeesMember_9EF3EE1EC6B97103FF137C0340CF64CE_terseLabel_en-US" xlink:label="lab_cag_ConsultingAndProfessionalFeesMember_9EF3EE1EC6B97103FF137C0340CF64CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consulting/Professional fees</link:label>
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    <link:label id="lab_cag_ConsultingAndProfessionalFeesMember_9EF3EE1EC6B97103FF137C0340CF64CE_documentation_en-US" xlink:label="lab_cag_ConsultingAndProfessionalFeesMember_9EF3EE1EC6B97103FF137C0340CF64CE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Consulting And Professional Fees [Member]</link:label>
    <link:loc xlink:href="cag-20160828.xsd#cag_ConsultingAndProfessionalFeesMember" xlink:label="loc_cag_ConsultingAndProfessionalFeesMember_9EF3EE1EC6B97103FF137C0340CF64CE" xlink:type="locator" />
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    <link:label id="lab_cag_OtherNetMember_F9AEEBECAA1719035FC77C0340CF0BE0_terseLabel_en-US" xlink:label="lab_cag_OtherNetMember_F9AEEBECAA1719035FC77C0340CF0BE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other selling, general and administrative expenses</link:label>
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    <link:label id="lab_cag_OtherNetMember_F9AEEBECAA1719035FC77C0340CF0BE0_documentation_en-US" xlink:label="lab_cag_OtherNetMember_F9AEEBECAA1719035FC77C0340CF0BE0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other, net.</link:label>
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    <link:label id="lab_cag_GroceryAndSnacksMember_44E3DB72F805F1E841667C0340CFC3AC_terseLabel_en-US" xlink:label="lab_cag_GroceryAndSnacksMember_44E3DB72F805F1E841667C0340CFC3AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Grocery &amp; Snacks</link:label>
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    <link:label id="lab_cag_RefrigeratedAndFrozenMember_EBB0057D1038C502437C7C0340CFAE84_terseLabel_en-US" xlink:label="lab_cag_RefrigeratedAndFrozenMember_EBB0057D1038C502437C7C0340CFAE84" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Refrigerated &amp; Frozen</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquireIntangibleAssets_F1A7C1E903225A8777648C0875AE23BF_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireIntangibleAssets_F1A7C1E903225A8777648C0875AE23BF" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Purchase of intangible assets</link:label>
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_FD24D866E828114AFC008C0875AE3F90_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_FD24D866E828114AFC008C0875AE3F90" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_FD24D866E828114AFC008C0875AE3F90" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProceedsFromRepaymentsOfShortTermDebt_5DC7BC7B67550D784CC38C0875AEE039_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromRepaymentsOfShortTermDebt_5DC7BC7B67550D784CC38C0875AEE039" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net short-term borrowings</link:label>
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    <link:label id="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5C76690F159C6C51AEF48C0875AF090F_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsForRepurchaseOfCommonStock_5C76690F159C6C51AEF48C0875AF090F" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Repurchase of ConAgra Foods, Inc. common shares</link:label>
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    <link:label id="lab_cag_ContingentPutOptionsExercisePeriod_0A8CDC4E7DEB82C5AD848B3810340CFC_terseLabel_en-US" xlink:label="lab_cag_ContingentPutOptionsExercisePeriod_0A8CDC4E7DEB82C5AD848B3810340CFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contingent put options, general exercise period</link:label>
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    <link:label id="lab_us-gaap_LossContingencyEstimateOfPossibleLoss_2E709F3395AA349895A98B381034095B_verboseLabel_en-US" xlink:label="lab_us-gaap_LossContingencyEstimateOfPossibleLoss_2E709F3395AA349895A98B381034095B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Estimated amount by which put prices exceeded fair values of related properties</link:label>
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    <link:label id="lab_us-gaap_AccrualForEnvironmentalLossContingencies_5550EC61341E5B26AFF97C033E6535C3_terseLabel_en-US" xlink:label="lab_us-gaap_AccrualForEnvironmentalLossContingencies_5550EC61341E5B26AFF97C033E6535C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reserves for Beatrice environmental matters</link:label>
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    <link:label id="lab_cag_MaximumPeriodExpectedForDisbursementsOnEnvironmentalMatters_1B404DD06BD167A0FF697C033E65F2F9_terseLabel_en-US" xlink:label="lab_cag_MaximumPeriodExpectedForDisbursementsOnEnvironmentalMatters_1B404DD06BD167A0FF697C033E65F2F9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum period expected for disbursements on environmental matters</link:label>
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    <link:label id="lab_cag_AmountOfSupplierLoansEffectivelyGuaranteed_51CC287E90311256C3C17C033E65C0C1_terseLabel_en-US" xlink:label="lab_cag_AmountOfSupplierLoansEffectivelyGuaranteed_51CC287E90311256C3C17C033E65C0C1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amount of supplier loans effectively guaranteed</link:label>
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    <link:label id="lab_us-gaap_TaxCreditCarryforwardAmount_BB7C0DE6AE3AF16034E27C033E6520D4_terseLabel_en-US" xlink:label="lab_us-gaap_TaxCreditCarryforwardAmount_BB7C0DE6AE3AF16034E27C033E6520D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Face value of federal income tax credits</link:label>
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    <link:label id="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_2B6266245C77B0663E717C033E650370_terseLabel_en-US" xlink:label="lab_us-gaap_MinorityInterestOwnershipPercentageByParent_2B6266245C77B0663E717C033E650370" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ownership interest (as percent)</link:label>
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