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aslon1213
/
bert-finetuned-ner1

Token Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files
xet
Metrics Community
aslon1213 commited on
Commit
d5642e3
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1 Parent(s): 142d44d

Training in progress, epoch 0

Browse files
Files changed (5) hide show
  1. config.json +588 -48
  2. model.safetensors +2 -2
  3. special_tokens_map.json +7 -7
  4. tokenizer_config.json +55 -55
  5. training_args.bin +1 -1
config.json CHANGED
@@ -1,48 +1,588 @@
1
- {
2
- "_name_or_path": "bert-base-cased",
3
- "architectures": [
4
- "BertForTokenClassification"
5
- ],
6
- "attention_probs_dropout_prob": 0.1,
7
- "classifier_dropout": null,
8
- "gradient_checkpointing": false,
9
- "hidden_act": "gelu",
10
- "hidden_dropout_prob": 0.1,
11
- "hidden_size": 768,
12
- "id2label": {
13
- "0": "O",
14
- "1": "B-PER",
15
- "2": "I-PER",
16
- "3": "B-ORG",
17
- "4": "I-ORG",
18
- "5": "B-LOC",
19
- "6": "I-LOC",
20
- "7": "B-MISC",
21
- "8": "I-MISC"
22
- },
23
- "initializer_range": 0.02,
24
- "intermediate_size": 3072,
25
- "label2id": {
26
- "B-LOC": 5,
27
- "B-MISC": 7,
28
- "B-ORG": 3,
29
- "B-PER": 1,
30
- "I-LOC": 6,
31
- "I-MISC": 8,
32
- "I-ORG": 4,
33
- "I-PER": 2,
34
- "O": 0
35
- },
36
- "layer_norm_eps": 1e-12,
37
- "max_position_embeddings": 512,
38
- "model_type": "bert",
39
- "num_attention_heads": 12,
40
- "num_hidden_layers": 12,
41
- "pad_token_id": 0,
42
- "position_embedding_type": "absolute",
43
- "torch_dtype": "float32",
44
- "transformers_version": "4.41.0",
45
- "type_vocab_size": 2,
46
- "use_cache": true,
47
- "vocab_size": 28996
48
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-base-cased",
3
+ "architectures": [
4
+ "BertForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
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+ "gradient_checkpointing": false,
9
+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-AccrualForEnvironmentalLossContingencies",
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+ "2": "B-AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife",
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+ "3": "I-AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife",
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+ "4": "B-AllocatedShareBasedCompensationExpense",
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+ "5": "B-AmortizationOfFinancingCosts",
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+ "6": "B-AmortizationOfIntangibleAssets",
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+ "7": "I-AmortizationOfIntangibleAssets",
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+ "8": "B-AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount",
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+ "9": "I-AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount",
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+ "10": "B-AreaOfRealEstateProperty",
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+ "11": "I-AreaOfRealEstateProperty",
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+ "12": "B-AssetImpairmentCharges",
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+ "13": "B-BusinessAcquisitionEquityInterestsIssuedOrIssuableNumberOfSharesIssued",
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+ "14": "B-BusinessAcquisitionPercentageOfVotingInterestsAcquired",
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+ "15": "I-BusinessAcquisitionPercentageOfVotingInterestsAcquired",
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+ "16": "B-BusinessCombinationAcquisitionRelatedCosts",
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+ "17": "B-BusinessCombinationConsiderationTransferred1",
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+ "18": "B-BusinessCombinationContingentConsiderationLiability",
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+ "19": "B-BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill",
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+ "20": "B-BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibles",
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+ "21": "B-CapitalizedContractCostAmortization",
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+ "22": "B-CashAndCashEquivalentsFairValueDisclosure",
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+ "23": "B-ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1",
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+ "24": "B-CommonStockCapitalSharesReservedForFutureIssuance",
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+ "25": "B-CommonStockDividendsPerShareDeclared",
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+ "26": "B-CommonStockParOrStatedValuePerShare",
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+ "27": "B-CommonStockSharesAuthorized",
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+ "29": "B-CommonStockSharesOutstanding",
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+ "30": "B-ConcentrationRiskPercentage1",
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+ "31": "B-ContractWithCustomerLiability",
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+ "32": "B-ContractWithCustomerLiabilityRevenueRecognized",
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+ "33": "B-CumulativeEffectOfNewAccountingPrincipleInPeriodOfAdoption",
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+ "34": "B-DebtInstrumentBasisSpreadOnVariableRate1",
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+ "35": "B-DebtInstrumentCarryingAmount",
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+ "36": "B-DebtInstrumentConvertibleConversionPrice1",
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+ "37": "B-DebtInstrumentFaceAmount",
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+ "39": "B-DebtInstrumentFairValue",
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+ "42": "B-DebtInstrumentMaturityDate",
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+ "56": "B-DisposalGroupIncludingDiscontinuedOperationConsideration",
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+ "57": "B-EffectiveIncomeTaxRateContinuingOperations",
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+ "58": "B-EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate",
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+ "59": "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized",
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+ "60": "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1",
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+ "61": "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1",
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+ "62": "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions",
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+ "63": "B-EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense",
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+ "64": "B-EquityMethodInvestmentOwnershipPercentage",
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+ "65": "I-EquityMethodInvestmentOwnershipPercentage",
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+ "66": "B-EquityMethodInvestments",
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+ "67": "B-FiniteLivedIntangibleAssetUsefulLife",
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+ "68": "I-FiniteLivedIntangibleAssetUsefulLife",
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+ "69": "B-GainsLossesOnExtinguishmentOfDebt",
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+ "70": "B-Goodwill",
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+ "71": "B-GoodwillImpairmentLoss",
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+ "72": "B-GuaranteeObligationsMaximumExposure",
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+ "73": "B-IncomeLossFromEquityMethodInvestments",
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+ "74": "B-IncomeTaxExpenseBenefit",
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+ "75": "B-InterestExpense",
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+ "77": "B-LeaseAndRentalExpense",
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+ "78": "B-LesseeOperatingLeaseRenewalTerm",
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+ "84": "B-LineOfCreditFacilityCommitmentFeePercentage",
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+ "85": "B-LineOfCreditFacilityCurrentBorrowingCapacity",
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+ "86": "B-LineOfCreditFacilityInterestRateAtPeriodEnd",
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+ "87": "B-LineOfCreditFacilityMaximumBorrowingCapacity",
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+ "88": "B-LineOfCreditFacilityRemainingBorrowingCapacity",
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+ "89": "B-LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage",
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+ "90": "B-LongTermDebt",
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+ "91": "B-LongTermDebtFairValue",
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+ "92": "B-LossContingencyAccrualAtCarryingValue",
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+ "93": "B-LossContingencyDamagesSoughtValue",
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+ "94": "B-LossContingencyEstimateOfPossibleLoss",
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+ "95": "B-LossContingencyPendingClaimsNumber",
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+ "96": "I-LossContingencyPendingClaimsNumber",
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+ "97": "B-MinorityInterestOwnershipPercentageByNoncontrollingOwners",
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+ "98": "B-MinorityInterestOwnershipPercentageByParent",
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+ "99": "B-NumberOfOperatingSegments",
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+ "100": "B-NumberOfRealEstateProperties",
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+ "101": "I-NumberOfRealEstateProperties",
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+ "102": "B-NumberOfReportableSegments",
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+ "103": "B-OperatingLeaseCost",
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+ "104": "B-OperatingLeaseExpense",
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+ "105": "B-OperatingLeaseLiability",
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+ "106": "B-OperatingLeasePayments",
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+ "107": "B-OperatingLeaseRightOfUseAsset",
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+ "108": "B-OperatingLeaseWeightedAverageDiscountRatePercent",
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+ "109": "B-OperatingLeaseWeightedAverageRemainingLeaseTerm1",
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+ "110": "I-OperatingLeaseWeightedAverageRemainingLeaseTerm1",
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+ "111": "B-OperatingLeasesRentExpenseNet",
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+ "112": "B-OperatingLossCarryforwards",
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+ "113": "B-PaymentsToAcquireBusinessesGross",
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+ "114": "B-PaymentsToAcquireBusinessesNetOfCashAcquired",
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+ "115": "B-PreferredStockDividendRatePercentage",
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+ "116": "B-PreferredStockSharesAuthorized",
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+ "117": "I-PreferredStockSharesAuthorized",
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+ "118": "B-ProceedsFromIssuanceOfCommonStock",
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+ "119": "B-PropertyPlantAndEquipmentUsefulLife",
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+ "120": "I-PropertyPlantAndEquipmentUsefulLife",
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+ "121": "B-PublicUtilitiesRequestedRateIncreaseDecreaseAmount",
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+ "122": "B-RelatedPartyTransactionAmountsOfTransaction",
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+ "123": "I-RelatedPartyTransactionAmountsOfTransaction",
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+ "124": "B-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty",
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+ "125": "I-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty",
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+ "126": "B-RepaymentsOfDebt",
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+ "128": "B-RestructuringCharges",
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+ "130": "B-RevenueFromContractWithCustomerIncludingAssessedTax",
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+ "131": "B-RevenueFromRelatedParties",
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+ "132": "B-RevenueRemainingPerformanceObligation",
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+ "133": "B-Revenues",
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+ "134": "B-SaleOfStockNumberOfSharesIssuedInTransaction",
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+ "135": "I-SaleOfStockNumberOfSharesIssuedInTransaction",
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+ "136": "B-SaleOfStockPricePerShare",
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+ "137": "B-ShareBasedCompensation",
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+ "138": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1",
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+ "140": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod",
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+ "141": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod",
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+ "142": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
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+ "143": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber",
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+ "144": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodTotalFairValue",
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+ "145": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized",
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+ "146": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized",
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+ "147": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant",
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+ "149": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross",
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+ "150": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
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+ "151": "B-SharePrice",
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+ "152": "B-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage",
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+ "153": "I-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage",
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+ "154": "B-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod",
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+ "155": "I-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod",
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+ "156": "B-StockIssuedDuringPeriodSharesNewIssues",
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+ "158": "B-StockRepurchaseProgramAuthorizedAmount1",
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+ "159": "B-StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1",
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+ "160": "B-StockRepurchasedAndRetiredDuringPeriodShares",
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+ "162": "I-StockRepurchasedDuringPeriodShares",
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+ "163": "B-SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense",
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+ "168": "B-UnrecognizedTaxBenefits",
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+ "169": "B-UnrecognizedTaxBenefitsThatWouldImpactEffectiveTaxRate",
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+ "170": "I-DeferredFinanceCostsGross",
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+ "171": "I-CommonStockParOrStatedValuePerShare",
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+ "172": "I-LossContingencyEstimateOfPossibleLoss",
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+ "173": "I-DefinedContributionPlanCostRecognized",
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+ "174": "I-DebtInstrumentFairValue",
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+ "175": "I-ContractWithCustomerLiabilityRevenueRecognized",
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+ "177": "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized",
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+ "178": "I-DebtInstrumentInterestRateStatedPercentage",
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+ "179": "I-OperatingLossCarryforwards",
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+ "180": "I-MinorityInterestOwnershipPercentageByNoncontrollingOwners",
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+ "182": "I-LongTermDebt",
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+ "183": "I-ShareBasedCompensation",
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+ "184": "I-DebtWeightedAverageInterestRate",
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+ "185": "I-DebtInstrumentCarryingAmount",
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+ "186": "I-DebtInstrumentConvertibleConversionPrice1",
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+ "188": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
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+ "189": "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions",
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+ "193": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant",
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+ "204": "I-DebtInstrumentBasisSpreadOnVariableRate1",
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+ "250": "I-DefinedBenefitPlanContributionsByEmployer",
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+ "251": "I-OperatingLeaseCost",
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+ "253": "I-Goodwill",
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+ "254": "I-GoodwillImpairmentLoss",
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+ "255": "I-CommonStockCapitalSharesReservedForFutureIssuance",
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+ "256": "I-StockRepurchasedAndRetiredDuringPeriodShares",
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+ "257": "I-EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense",
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+ "258": "I-IncomeLossFromEquityMethodInvestments",
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+ "259": "I-NumberOfReportableSegments",
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+ "260": "I-LongTermDebtFairValue",
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+ "261": "I-RepaymentsOfDebt",
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+ "262": "I-ConcentrationRiskPercentage1",
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+ "263": "I-DebtInstrumentRedemptionPricePercentage",
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+ "264": "I-CumulativeEffectOfNewAccountingPrincipleInPeriodOfAdoption",
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+ "265": "I-SharePrice",
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+ "271": "I-LineOfCreditFacilityInterestRateAtPeriodEnd",
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+ "272": "I-ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1",
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+ "273": "I-OperatingLeasesRentExpenseNet",
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+ "274": "I-LeaseAndRentalExpense",
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+ "275": "I-PublicUtilitiesRequestedRateIncreaseDecreaseAmount",
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+ "276": "I-MinorityInterestOwnershipPercentageByParent",
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+ "277": "I-AssetImpairmentCharges",
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+ "278": "I-DerivativeNotionalAmount"
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+ },
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+ "initializer_range": 0.02,
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