| { | |
| "best_metric": 0.512032280706096, | |
| "best_model_checkpoint": "modelPaper2_args/checkpoint-2128", | |
| "epoch": 20.0, | |
| "global_step": 2240, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0, | |
| "eval_f1_B-Cell": 0, | |
| "eval_f1_B-CellComponent": 0, | |
| "eval_f1_B-CellFunction": 0, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0, | |
| "eval_f1_B-Chemical": 0, | |
| "eval_f1_B-ClinicalAttribute": 0, | |
| "eval_f1_B-DiseaseOrSyndrome": 0, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0, | |
| "eval_f1_B-GeneOrGenome": 0, | |
| "eval_f1_B-HealthCareActivity": 0, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0, | |
| "eval_f1_B-PathologicFunction": 0, | |
| "eval_f1_B-PatientOrDisabledGroup": 0, | |
| "eval_f1_B-PharmacologicSubstance": 0, | |
| "eval_f1_B-PopulationGroup": 0, | |
| "eval_f1_B-ResearchActivity": 0, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0, | |
| "eval_f1_I-Cell": 0, | |
| "eval_f1_I-CellComponent": 0, | |
| "eval_f1_I-CellFunction": 0, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0, | |
| "eval_f1_I-Chemical": 0, | |
| "eval_f1_I-ClinicalAttribute": 0, | |
| "eval_f1_I-DiseaseOrSyndrome": 0, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0, | |
| "eval_f1_I-Finding": 0, | |
| "eval_f1_I-GeneOrGenome": 0, | |
| "eval_f1_I-HealthCareActivity": 0, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0, | |
| "eval_f1_I-PopulationGroup": 0, | |
| "eval_f1_I-ResearchActivity": 0, | |
| "eval_f1_I-SignOrSymptom": 0, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.006609904579818249, | |
| "eval_macro_f1": 0.0, | |
| "eval_runtime": 54.9068, | |
| "eval_samples_per_second": 14.479, | |
| "eval_steps_per_second": 0.291, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0, | |
| "eval_f1_B-Cell": 0, | |
| "eval_f1_B-CellComponent": 0, | |
| "eval_f1_B-CellFunction": 0, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0, | |
| "eval_f1_B-Chemical": 0, | |
| "eval_f1_B-ClinicalAttribute": 0, | |
| "eval_f1_B-DiseaseOrSyndrome": 0, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0, | |
| "eval_f1_B-GeneOrGenome": 0, | |
| "eval_f1_B-HealthCareActivity": 0, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0, | |
| "eval_f1_B-PathologicFunction": 0, | |
| "eval_f1_B-PatientOrDisabledGroup": 0, | |
| "eval_f1_B-PharmacologicSubstance": 0, | |
| "eval_f1_B-PopulationGroup": 0, | |
| "eval_f1_B-ResearchActivity": 0, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.6159238858287431, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.5667752442996742, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0, | |
| "eval_f1_I-Cell": 0, | |
| "eval_f1_I-CellComponent": 0, | |
| "eval_f1_I-CellFunction": 0, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0, | |
| "eval_f1_I-Chemical": 0, | |
| "eval_f1_I-ClinicalAttribute": 0, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.8225339568024937, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0, | |
| "eval_f1_I-Finding": 0, | |
| "eval_f1_I-GeneOrGenome": 0, | |
| "eval_f1_I-HealthCareActivity": 0, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0, | |
| "eval_f1_I-PopulationGroup": 0, | |
| "eval_f1_I-ResearchActivity": 0, | |
| "eval_f1_I-SignOrSymptom": 0, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.003692361293360591, | |
| "eval_macro_f1": 0.025065413586636387, | |
| "eval_runtime": 51.0385, | |
| "eval_samples_per_second": 15.576, | |
| "eval_steps_per_second": 0.313, | |
| "step": 224 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7192716236722307, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.5970695970695972, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.010075566750629723, | |
| "eval_f1_B-Cell": 0.5870646766169154, | |
| "eval_f1_B-CellComponent": 0, | |
| "eval_f1_B-CellFunction": 0, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0, | |
| "eval_f1_B-Chemical": 0, | |
| "eval_f1_B-ClinicalAttribute": 0, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8617234468937877, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0, | |
| "eval_f1_B-GeneOrGenome": 0, | |
| "eval_f1_B-HealthCareActivity": 0, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0, | |
| "eval_f1_B-PathologicFunction": 0, | |
| "eval_f1_B-PatientOrDisabledGroup": 0, | |
| "eval_f1_B-PharmacologicSubstance": 0, | |
| "eval_f1_B-PopulationGroup": 0, | |
| "eval_f1_B-ResearchActivity": 0, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7526291723822588, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7052730696798494, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8206144697720515, | |
| "eval_f1_I-Cell": 0.7310704960835509, | |
| "eval_f1_I-CellComponent": 0.2272727272727273, | |
| "eval_f1_I-CellFunction": 0.5116279069767441, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0, | |
| "eval_f1_I-Chemical": 0.34636871508379885, | |
| "eval_f1_I-ClinicalAttribute": 0, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.880718255664814, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0, | |
| "eval_f1_I-Finding": 0, | |
| "eval_f1_I-GeneOrGenome": 0, | |
| "eval_f1_I-HealthCareActivity": 0, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0.035955056179775284, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0, | |
| "eval_f1_I-PopulationGroup": 0, | |
| "eval_f1_I-ResearchActivity": 0.2215122470713525, | |
| "eval_f1_I-SignOrSymptom": 0, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0024415908847004175, | |
| "eval_macro_f1": 0.10010308783962603, | |
| "eval_runtime": 51.2011, | |
| "eval_samples_per_second": 15.527, | |
| "eval_steps_per_second": 0.312, | |
| "step": 336 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7728531855955679, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.04219409282700421, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7197452229299363, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7841726618705036, | |
| "eval_f1_B-Cell": 0.6200873362445415, | |
| "eval_f1_B-CellComponent": 0.26666666666666666, | |
| "eval_f1_B-CellFunction": 0.5899280575539568, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0, | |
| "eval_f1_B-Chemical": 0.18181818181818182, | |
| "eval_f1_B-ClinicalAttribute": 0, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8697394789579158, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0.004, | |
| "eval_f1_B-GeneOrGenome": 0, | |
| "eval_f1_B-HealthCareActivity": 0.08333333333333333, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0, | |
| "eval_f1_B-PathologicFunction": 0.027397260273972608, | |
| "eval_f1_B-PatientOrDisabledGroup": 0, | |
| "eval_f1_B-PharmacologicSubstance": 0, | |
| "eval_f1_B-PopulationGroup": 0, | |
| "eval_f1_B-ResearchActivity": 0.5954045954045953, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0.6085192697768763, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.790073230268511, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7523629489603024, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8356643356643355, | |
| "eval_f1_I-Cell": 0.7403598971722365, | |
| "eval_f1_I-CellComponent": 0.3972602739726028, | |
| "eval_f1_I-CellFunction": 0.6139534883720932, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8373626373626373, | |
| "eval_f1_I-Chemical": 0.5253164556962026, | |
| "eval_f1_I-ClinicalAttribute": 0.43928194297782475, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.87945380840623, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.5567010309278351, | |
| "eval_f1_I-Finding": 0, | |
| "eval_f1_I-GeneOrGenome": 0.05333333333333332, | |
| "eval_f1_I-HealthCareActivity": 0.6122448979591837, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.46153846153846156, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0.7177522349936143, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0.30303030303030304, | |
| "eval_f1_I-PopulationGroup": 0, | |
| "eval_f1_I-ResearchActivity": 0.607350096711799, | |
| "eval_f1_I-SignOrSymptom": 0, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0019126865081489086, | |
| "eval_macro_f1": 0.203611234007507, | |
| "eval_runtime": 50.9929, | |
| "eval_samples_per_second": 15.59, | |
| "eval_steps_per_second": 0.314, | |
| "step": 448 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7762962962962964, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.44242424242424244, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.6882453151618398, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7950310559006211, | |
| "eval_f1_B-Cell": 0.6232558139534884, | |
| "eval_f1_B-CellComponent": 0.4583333333333333, | |
| "eval_f1_B-CellFunction": 0.6622950819672132, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.2878787878787879, | |
| "eval_f1_B-Chemical": 0.34375, | |
| "eval_f1_B-ClinicalAttribute": 0.3586206896551724, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8656518861681006, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.6875, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0.20797227036395147, | |
| "eval_f1_B-GeneOrGenome": 0, | |
| "eval_f1_B-HealthCareActivity": 0.6134663341645885, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0, | |
| "eval_f1_B-PathologicFunction": 0.5534591194968553, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.8518518518518519, | |
| "eval_f1_B-PharmacologicSubstance": 0.45569620253164556, | |
| "eval_f1_B-PopulationGroup": 0.5810055865921788, | |
| "eval_f1_B-ResearchActivity": 0.6761984861227923, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0.7437722419928825, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.8062605752961084, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.5345911949685535, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7732057416267942, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8581623550401428, | |
| "eval_f1_I-Cell": 0.7499999999999999, | |
| "eval_f1_I-CellComponent": 0.4814814814814815, | |
| "eval_f1_I-CellFunction": 0.6192307692307693, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8132780082987552, | |
| "eval_f1_I-Chemical": 0.6561264822134387, | |
| "eval_f1_I-ClinicalAttribute": 0.6176470588235294, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.8812980358667805, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6956521739130435, | |
| "eval_f1_I-Finding": 0.1176470588235294, | |
| "eval_f1_I-GeneOrGenome": 0.2523364485981308, | |
| "eval_f1_I-HealthCareActivity": 0.6976090014064698, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.9090909090909091, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0.7175757575757576, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0.49302325581395345, | |
| "eval_f1_I-PopulationGroup": 0, | |
| "eval_f1_I-ResearchActivity": 0.6314540059347181, | |
| "eval_f1_I-SignOrSymptom": 0, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0016416363650932908, | |
| "eval_macro_f1": 0.29972968637323383, | |
| "eval_runtime": 49.4707, | |
| "eval_samples_per_second": 16.07, | |
| "eval_steps_per_second": 0.323, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7675675675675676, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.5609756097560976, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7381703470031545, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.8024539877300614, | |
| "eval_f1_B-Cell": 0.6495726495726496, | |
| "eval_f1_B-CellComponent": 0.4528301886792453, | |
| "eval_f1_B-CellFunction": 0.6236559139784946, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8195121951219514, | |
| "eval_f1_B-Chemical": 0.40816326530612246, | |
| "eval_f1_B-ClinicalAttribute": 0.5935828877005348, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8841826604897419, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.43636363636363634, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0.49000000000000005, | |
| "eval_f1_B-GeneOrGenome": 0.18556701030927839, | |
| "eval_f1_B-HealthCareActivity": 0.6595289079229123, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.4736842105263158, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0, | |
| "eval_f1_B-PathologicFunction": 0.6397849462365591, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9752066115702479, | |
| "eval_f1_B-PharmacologicSubstance": 0.5287356321839081, | |
| "eval_f1_B-PopulationGroup": 0.7832167832167832, | |
| "eval_f1_B-ResearchActivity": 0.6884328358208956, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0.7789799072642967, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7602792862684251, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.5947368421052632, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7702952029520296, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8607594936708861, | |
| "eval_f1_I-Cell": 0.7323232323232323, | |
| "eval_f1_I-CellComponent": 0.6049382716049383, | |
| "eval_f1_I-CellFunction": 0.6057692307692308, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8269858541893362, | |
| "eval_f1_I-Chemical": 0.6285714285714286, | |
| "eval_f1_I-ClinicalAttribute": 0.6146179401993357, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9010507880910683, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6222222222222223, | |
| "eval_f1_I-Finding": 0.32786885245901637, | |
| "eval_f1_I-GeneOrGenome": 0.40771349862258954, | |
| "eval_f1_I-HealthCareActivity": 0.6754551161330823, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.9285714285714286, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0.7263922518159805, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0.7155963302752294, | |
| "eval_f1_I-PopulationGroup": 0, | |
| "eval_f1_I-ResearchActivity": 0.6251768033946252, | |
| "eval_f1_I-SignOrSymptom": 0, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0.44311377245508987, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.001518598641268909, | |
| "eval_macro_f1": 0.341407570012686, | |
| "eval_runtime": 51.8047, | |
| "eval_samples_per_second": 15.346, | |
| "eval_steps_per_second": 0.309, | |
| "step": 672 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7625698324022347, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6334841628959276, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.73125, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7892813641900122, | |
| "eval_f1_B-Cell": 0.6578947368421052, | |
| "eval_f1_B-CellComponent": 0.32786885245901637, | |
| "eval_f1_B-CellFunction": 0.6623376623376623, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8347826086956521, | |
| "eval_f1_B-Chemical": 0.4134078212290503, | |
| "eval_f1_B-ClinicalAttribute": 0.6517412935323383, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8814913448735019, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.4067796610169491, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0, | |
| "eval_f1_B-Finding": 0.5482123510292525, | |
| "eval_f1_B-GeneOrGenome": 0.2857142857142857, | |
| "eval_f1_B-HealthCareActivity": 0.6679802955665025, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.03773584905660377, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.29213483146067415, | |
| "eval_f1_B-PathologicFunction": 0.6875, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9752066115702479, | |
| "eval_f1_B-PharmacologicSubstance": 0.6434782608695652, | |
| "eval_f1_B-PopulationGroup": 0.8122270742358079, | |
| "eval_f1_B-ResearchActivity": 0.7167999999999999, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0.8110599078341013, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7535362194599228, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6212121212121212, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7687687687687689, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8522522522522523, | |
| "eval_f1_I-Cell": 0.7425474254742549, | |
| "eval_f1_I-CellComponent": 0.327683615819209, | |
| "eval_f1_I-CellFunction": 0.6357894736842105, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8048533872598583, | |
| "eval_f1_I-Chemical": 0.5950920245398773, | |
| "eval_f1_I-ClinicalAttribute": 0.6862123613312203, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.8977347701781394, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.08823529411764706, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.7339449541284404, | |
| "eval_f1_I-Finding": 0.5323910482921084, | |
| "eval_f1_I-GeneOrGenome": 0.4517766497461929, | |
| "eval_f1_I-HealthCareActivity": 0.6743902439024391, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.9285714285714286, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0, | |
| "eval_f1_I-PathologicFunction": 0.7549668874172186, | |
| "eval_f1_I-PatientOrDisabledGroup": 0, | |
| "eval_f1_I-PharmacologicSubstance": 0.7534883720930232, | |
| "eval_f1_I-PopulationGroup": 0.5619047619047619, | |
| "eval_f1_I-ResearchActivity": 0.6254826254826256, | |
| "eval_f1_I-SignOrSymptom": 0.3934426229508197, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0.7012987012987013, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0014391897711902857, | |
| "eval_macro_f1": 0.37169453045930434, | |
| "eval_runtime": 51.5488, | |
| "eval_samples_per_second": 15.422, | |
| "eval_steps_per_second": 0.31, | |
| "step": 784 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7616438356164383, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6434782608695652, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7304075235109718, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.8159203980099503, | |
| "eval_f1_B-Cell": 0.6283185840707963, | |
| "eval_f1_B-CellComponent": 0.41269841269841273, | |
| "eval_f1_B-CellFunction": 0.6843657817109144, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8053097345132744, | |
| "eval_f1_B-Chemical": 0.3819095477386935, | |
| "eval_f1_B-ClinicalAttribute": 0.6459948320413436, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8986301369863015, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.39999999999999997, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.33333333333333337, | |
| "eval_f1_B-Finding": 0.5669291338582677, | |
| "eval_f1_B-GeneOrGenome": 0.2898550724637681, | |
| "eval_f1_B-HealthCareActivity": 0.6990496304118269, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.31746031746031744, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.6776859504132231, | |
| "eval_f1_B-PathologicFunction": 0.6909090909090909, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.96875, | |
| "eval_f1_B-PharmacologicSubstance": 0.6666666666666667, | |
| "eval_f1_B-PopulationGroup": 0.8423236514522822, | |
| "eval_f1_B-ResearchActivity": 0.6822066822066822, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0.8258064516129032, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7221764220939818, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.5761124121779859, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7689282202556538, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8522829006266787, | |
| "eval_f1_I-Cell": 0.7440633245382585, | |
| "eval_f1_I-CellComponent": 0.5291005291005291, | |
| "eval_f1_I-CellFunction": 0.6115107913669064, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8225469728601253, | |
| "eval_f1_I-Chemical": 0.5133689839572194, | |
| "eval_f1_I-ClinicalAttribute": 0.6720779220779222, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9203865623561897, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.12949640287769784, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6851851851851852, | |
| "eval_f1_I-Finding": 0.517051705170517, | |
| "eval_f1_I-GeneOrGenome": 0.457002457002457, | |
| "eval_f1_I-HealthCareActivity": 0.7150127226463104, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.027027027027027025, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.36065573770491804, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.2666666666666666, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0.4186046511627908, | |
| "eval_f1_I-PathologicFunction": 0.7758620689655172, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.3333333333333333, | |
| "eval_f1_I-PharmacologicSubstance": 0.5945945945945946, | |
| "eval_f1_I-PopulationGroup": 0.7251908396946565, | |
| "eval_f1_I-ResearchActivity": 0.6251415628539072, | |
| "eval_f1_I-SignOrSymptom": 0.46376811594202905, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0.7629629629629631, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0013897038297727704, | |
| "eval_macro_f1": 0.4061386553069881, | |
| "eval_runtime": 51.2581, | |
| "eval_samples_per_second": 15.51, | |
| "eval_steps_per_second": 0.312, | |
| "step": 896 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 0.0001755952380952381, | |
| "loss": 0.0076, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7896995708154506, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6022988505747128, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.722495894909688, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.8019801980198019, | |
| "eval_f1_B-Cell": 0.6403508771929826, | |
| "eval_f1_B-CellComponent": 0.40816326530612246, | |
| "eval_f1_B-CellFunction": 0.7005988023952097, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8138528138528137, | |
| "eval_f1_B-Chemical": 0.3809523809523809, | |
| "eval_f1_B-ClinicalAttribute": 0.6548223350253807, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8850033624747815, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.4482758620689655, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.5333333333333333, | |
| "eval_f1_B-Finding": 0.5766590389016019, | |
| "eval_f1_B-GeneOrGenome": 0.31724137931034485, | |
| "eval_f1_B-HealthCareActivity": 0.6831683168316831, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.3636363636363636, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.6495726495726496, | |
| "eval_f1_B-PathologicFunction": 0.7000000000000001, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.975609756097561, | |
| "eval_f1_B-PharmacologicSubstance": 0.7102803738317757, | |
| "eval_f1_B-PopulationGroup": 0.8141592920353983, | |
| "eval_f1_B-ResearchActivity": 0.7149240393208222, | |
| "eval_f1_B-SignOrSymptom": 0, | |
| "eval_f1_B-Substance": 0, | |
| "eval_f1_B-TemporalConcept": 0.7765451664025356, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7915543575920935, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.5862068965517241, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7707168276563294, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.038461538461538464, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8460846084608462, | |
| "eval_f1_I-Cell": 0.7428571428571429, | |
| "eval_f1_I-CellComponent": 0.49673202614379086, | |
| "eval_f1_I-CellFunction": 0.679920477137177, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.827438370846731, | |
| "eval_f1_I-Chemical": 0.5364431486880465, | |
| "eval_f1_I-ClinicalAttribute": 0.6710310965630114, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9028295678876946, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.128, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6846846846846847, | |
| "eval_f1_I-Finding": 0.4860759493670886, | |
| "eval_f1_I-GeneOrGenome": 0.4682926829268292, | |
| "eval_f1_I-HealthCareActivity": 0.7051442910915935, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.34782608695652173, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.5467625899280575, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.9285714285714286, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0.38095238095238093, | |
| "eval_f1_I-PathologicFunction": 0.7104984093319193, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.375, | |
| "eval_f1_I-PharmacologicSubstance": 0.7162790697674418, | |
| "eval_f1_I-PopulationGroup": 0.7053941908713695, | |
| "eval_f1_I-ResearchActivity": 0.6499302649930265, | |
| "eval_f1_I-SignOrSymptom": 0.3589743589743589, | |
| "eval_f1_I-Substance": 0, | |
| "eval_f1_I-TemporalConcept": 0.714828897338403, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0013047519605606794, | |
| "eval_macro_f1": 0.41350203608139013, | |
| "eval_runtime": 52.2588, | |
| "eval_samples_per_second": 15.213, | |
| "eval_steps_per_second": 0.306, | |
| "step": 1008 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7736842105263159, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.631818181818182, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.727540500736377, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.14634146341463414, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.8005018820577164, | |
| "eval_f1_B-Cell": 0.6181818181818182, | |
| "eval_f1_B-CellComponent": 0.24561403508771928, | |
| "eval_f1_B-CellFunction": 0.7023809523809524, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8099173553719009, | |
| "eval_f1_B-Chemical": 0.3905325443786982, | |
| "eval_f1_B-ClinicalAttribute": 0.6795180722891567, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.869281045751634, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.4727272727272727, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.33333333333333337, | |
| "eval_f1_B-Finding": 0.5703200775945684, | |
| "eval_f1_B-GeneOrGenome": 0.31884057971014496, | |
| "eval_f1_B-HealthCareActivity": 0.7043650793650793, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.4109589041095891, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7552447552447553, | |
| "eval_f1_B-PathologicFunction": 0.6780487804878048, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.959349593495935, | |
| "eval_f1_B-PharmacologicSubstance": 0.689655172413793, | |
| "eval_f1_B-PopulationGroup": 0.8191721132897604, | |
| "eval_f1_B-ResearchActivity": 0.7175697865353038, | |
| "eval_f1_B-SignOrSymptom": 0.3181818181818182, | |
| "eval_f1_B-Substance": 0.2828282828282828, | |
| "eval_f1_B-TemporalConcept": 0.8125, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7658516369664319, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6456310679611651, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7740086000955565, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.45714285714285713, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.854014598540146, | |
| "eval_f1_I-Cell": 0.7336956521739131, | |
| "eval_f1_I-CellComponent": 0.32394366197183094, | |
| "eval_f1_I-CellFunction": 0.6140350877192983, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8288100208768266, | |
| "eval_f1_I-Chemical": 0.5732484076433121, | |
| "eval_f1_I-ClinicalAttribute": 0.6748466257668712, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.8821534548537515, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.14285714285714288, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6990291262135923, | |
| "eval_f1_I-Finding": 0.49401523394994556, | |
| "eval_f1_I-GeneOrGenome": 0.42159383033419023, | |
| "eval_f1_I-HealthCareActivity": 0.705657978385251, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5043478260869564, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6408839779005524, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.1415929203539823, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.9285714285714286, | |
| "eval_f1_I-Organism": 0, | |
| "eval_f1_I-OrganismAttribute": 0.3913043478260869, | |
| "eval_f1_I-PathologicFunction": 0.7127659574468085, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.21428571428571425, | |
| "eval_f1_I-PharmacologicSubstance": 0.7247706422018348, | |
| "eval_f1_I-PopulationGroup": 0.7000000000000001, | |
| "eval_f1_I-ResearchActivity": 0.6399456521739131, | |
| "eval_f1_I-SignOrSymptom": 0.5714285714285713, | |
| "eval_f1_I-Substance": 0.37647058823529417, | |
| "eval_f1_I-TemporalConcept": 0.7292418772563177, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0013118279166519642, | |
| "eval_macro_f1": 0.4340449964697465, | |
| "eval_runtime": 68.4789, | |
| "eval_samples_per_second": 11.609, | |
| "eval_steps_per_second": 0.234, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7313642756680732, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6425339366515836, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.6709677419354838, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7849331713244228, | |
| "eval_f1_B-Cell": 0.6396396396396397, | |
| "eval_f1_B-CellComponent": 0.42553191489361697, | |
| "eval_f1_B-CellFunction": 0.691131498470948, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8465116279069769, | |
| "eval_f1_B-Chemical": 0.38554216867469876, | |
| "eval_f1_B-ClinicalAttribute": 0.6791569086651055, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8926630434782608, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.4482758620689655, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.5333333333333333, | |
| "eval_f1_B-Finding": 0.5717255717255717, | |
| "eval_f1_B-GeneOrGenome": 0.3448275862068966, | |
| "eval_f1_B-HealthCareActivity": 0.7090367428003972, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.4556962025316456, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7702702702702704, | |
| "eval_f1_B-PathologicFunction": 0.6715686274509804, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9682539682539683, | |
| "eval_f1_B-PharmacologicSubstance": 0.7155963302752293, | |
| "eval_f1_B-PopulationGroup": 0.8454935622317596, | |
| "eval_f1_B-ResearchActivity": 0.713671539122958, | |
| "eval_f1_B-SignOrSymptom": 0.3404255319148936, | |
| "eval_f1_B-Substance": 0.36036036036036034, | |
| "eval_f1_B-TemporalConcept": 0.8094488188976378, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7250889679715302, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6272727272727273, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7394255874673629, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.5217391304347826, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8366247755834829, | |
| "eval_f1_I-Cell": 0.7493112947658402, | |
| "eval_f1_I-CellComponent": 0.47619047619047616, | |
| "eval_f1_I-CellFunction": 0.6307692307692307, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8382838283828383, | |
| "eval_f1_I-Chemical": 0.5427728613569321, | |
| "eval_f1_I-ClinicalAttribute": 0.6901840490797545, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9092538651131526, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13636363636363635, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6534653465346534, | |
| "eval_f1_I-Finding": 0.49036402569593146, | |
| "eval_f1_I-GeneOrGenome": 0.441025641025641, | |
| "eval_f1_I-HealthCareActivity": 0.6747572815533981, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5499999999999999, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6069651741293534, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.1475409836065574, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.9285714285714286, | |
| "eval_f1_I-Organism": 0.032128514056224904, | |
| "eval_f1_I-OrganismAttribute": 0.4, | |
| "eval_f1_I-PathologicFunction": 0.7404255319148936, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.3478260869565218, | |
| "eval_f1_I-PharmacologicSubstance": 0.7488151658767774, | |
| "eval_f1_I-PopulationGroup": 0.7559055118110236, | |
| "eval_f1_I-ResearchActivity": 0.6382978723404256, | |
| "eval_f1_I-SignOrSymptom": 0.5393258426966293, | |
| "eval_f1_I-Substance": 0.48351648351648346, | |
| "eval_f1_I-TemporalConcept": 0.7248322147651007, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0012794353533536196, | |
| "eval_macro_f1": 0.44492564237005106, | |
| "eval_runtime": 61.2713, | |
| "eval_samples_per_second": 12.975, | |
| "eval_steps_per_second": 0.261, | |
| "step": 1232 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7751724137931035, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6581740976645435, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7327999999999999, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.4313725490196079, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7970297029702971, | |
| "eval_f1_B-Cell": 0.6484018264840182, | |
| "eval_f1_B-CellComponent": 0.29090909090909084, | |
| "eval_f1_B-CellFunction": 0.6666666666666667, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.7999999999999999, | |
| "eval_f1_B-Chemical": 0.4050632911392405, | |
| "eval_f1_B-ClinicalAttribute": 0.691358024691358, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8887408394403731, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.41379310344827586, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.5, | |
| "eval_f1_B-Finding": 0.5393743257820928, | |
| "eval_f1_B-GeneOrGenome": 0.3310344827586207, | |
| "eval_f1_B-HealthCareActivity": 0.7227227227227228, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5301204819277109, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6511627906976745, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7619047619047618, | |
| "eval_f1_B-PathologicFunction": 0.7112171837708832, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9104477611940298, | |
| "eval_f1_B-PharmacologicSubstance": 0.7130434782608696, | |
| "eval_f1_B-PopulationGroup": 0.8018018018018019, | |
| "eval_f1_B-ResearchActivity": 0.7409326424870466, | |
| "eval_f1_B-SignOrSymptom": 0.3921568627450981, | |
| "eval_f1_B-Substance": 0.3853211009174312, | |
| "eval_f1_B-TemporalConcept": 0.8131147540983606, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7589913187267466, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6217391304347827, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7671097981290005, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.6, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8550724637681159, | |
| "eval_f1_I-Cell": 0.7692307692307693, | |
| "eval_f1_I-CellComponent": 0.32061068702290074, | |
| "eval_f1_I-CellFunction": 0.5936395759717314, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.849197860962567, | |
| "eval_f1_I-Chemical": 0.5974025974025974, | |
| "eval_f1_I-ClinicalAttribute": 0.6758957654723127, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9062499999999999, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.10526315789473684, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.7008547008547009, | |
| "eval_f1_I-Finding": 0.4495944380069525, | |
| "eval_f1_I-GeneOrGenome": 0.40414507772020725, | |
| "eval_f1_I-HealthCareActivity": 0.728629579375848, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5116279069767442, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6560846560846562, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.26865671641791045, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0.024193548387096774, | |
| "eval_f1_I-OrganismAttribute": 0.45283018867924524, | |
| "eval_f1_I-PathologicFunction": 0.7672131147540984, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.22222222222222224, | |
| "eval_f1_I-PharmacologicSubstance": 0.7420814479638009, | |
| "eval_f1_I-PopulationGroup": 0.759581881533101, | |
| "eval_f1_I-ResearchActivity": 0.6625766871165645, | |
| "eval_f1_I-SignOrSymptom": 0.6122448979591837, | |
| "eval_f1_I-Substance": 0.48351648351648346, | |
| "eval_f1_I-TemporalConcept": 0.6615384615384615, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0012568493839353323, | |
| "eval_macro_f1": 0.45180140741467, | |
| "eval_runtime": 64.4065, | |
| "eval_samples_per_second": 12.343, | |
| "eval_steps_per_second": 0.248, | |
| "step": 1344 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7633378932968535, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6636568848758464, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7164634146341463, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.45283018867924535, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7944862155388472, | |
| "eval_f1_B-Cell": 0.6696035242290749, | |
| "eval_f1_B-CellComponent": 0.3333333333333333, | |
| "eval_f1_B-CellFunction": 0.7106017191977076, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8281938325991189, | |
| "eval_f1_B-Chemical": 0.41463414634146345, | |
| "eval_f1_B-ClinicalAttribute": 0.679334916864608, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.898236092265943, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.42857142857142866, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.7058823529411764, | |
| "eval_f1_B-Finding": 0.5618448637316562, | |
| "eval_f1_B-GeneOrGenome": 0.32653061224489793, | |
| "eval_f1_B-HealthCareActivity": 0.7212121212121212, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.07407407407407408, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.48648648648648657, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7549668874172186, | |
| "eval_f1_B-PathologicFunction": 0.7281553398058253, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9523809523809523, | |
| "eval_f1_B-PharmacologicSubstance": 0.7272727272727273, | |
| "eval_f1_B-PopulationGroup": 0.8307692307692307, | |
| "eval_f1_B-ResearchActivity": 0.728363324764353, | |
| "eval_f1_B-SignOrSymptom": 0.36000000000000004, | |
| "eval_f1_B-Substance": 0.4827586206896552, | |
| "eval_f1_B-TemporalConcept": 0.8013029315960912, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7620674925245622, | |
| "eval_f1_I-AnatomicalAbnormality": 0, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6033254156769596, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7751243781094527, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.5747126436781609, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8430493273542601, | |
| "eval_f1_I-Cell": 0.761904761904762, | |
| "eval_f1_I-CellComponent": 0.4489795918367347, | |
| "eval_f1_I-CellFunction": 0.6358595194085029, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8250265111346766, | |
| "eval_f1_I-Chemical": 0.5804416403785488, | |
| "eval_f1_I-ClinicalAttribute": 0.6852281515854601, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9133541759714158, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13846153846153847, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.7049180327868853, | |
| "eval_f1_I-Finding": 0.47609561752988055, | |
| "eval_f1_I-GeneOrGenome": 0.40625, | |
| "eval_f1_I-HealthCareActivity": 0.7242302543507362, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5294117647058824, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6600985221674877, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.13740458015267176, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0.2158273381294964, | |
| "eval_f1_I-OrganismAttribute": 0.37037037037037035, | |
| "eval_f1_I-PathologicFunction": 0.7739726027397261, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.25806451612903225, | |
| "eval_f1_I-PharmacologicSubstance": 0.7383177570093459, | |
| "eval_f1_I-PopulationGroup": 0.7765567765567766, | |
| "eval_f1_I-ResearchActivity": 0.6684931506849315, | |
| "eval_f1_I-SignOrSymptom": 0.5882352941176471, | |
| "eval_f1_I-Substance": 0.6909090909090908, | |
| "eval_f1_I-TemporalConcept": 0.7045454545454546, | |
| "eval_f1_I-Virus": 0, | |
| "eval_loss": 0.0012166909873485565, | |
| "eval_macro_f1": 0.46372310884408174, | |
| "eval_runtime": 56.921, | |
| "eval_samples_per_second": 13.967, | |
| "eval_steps_per_second": 0.281, | |
| "step": 1456 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7499999999999999, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6565217391304347, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7165932452276065, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.47058823529411764, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7876543209876543, | |
| "eval_f1_B-Cell": 0.6454545454545454, | |
| "eval_f1_B-CellComponent": 0.3389830508474576, | |
| "eval_f1_B-CellFunction": 0.6847826086956521, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8016877637130801, | |
| "eval_f1_B-Chemical": 0.4177215189873417, | |
| "eval_f1_B-ClinicalAttribute": 0.6919431279620853, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8930232558139536, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.41379310344827586, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.5, | |
| "eval_f1_B-Finding": 0.5704989154013015, | |
| "eval_f1_B-GeneOrGenome": 0.33962264150943394, | |
| "eval_f1_B-HealthCareActivity": 0.7167968750000001, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.22857142857142854, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5116279069767442, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6511627906976745, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7530864197530864, | |
| "eval_f1_B-PathologicFunction": 0.7088036117381491, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9384615384615386, | |
| "eval_f1_B-PharmacologicSubstance": 0.6964285714285713, | |
| "eval_f1_B-PopulationGroup": 0.8423326133909287, | |
| "eval_f1_B-ResearchActivity": 0.7308684436801376, | |
| "eval_f1_B-SignOrSymptom": 0.42857142857142855, | |
| "eval_f1_B-Substance": 0.5, | |
| "eval_f1_B-TemporalConcept": 0.8346456692913387, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7677198975234842, | |
| "eval_f1_I-AnatomicalAbnormality": 0.43216080402010054, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6076555023923446, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7668139420716741, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.5633802816901409, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8424842484248425, | |
| "eval_f1_I-Cell": 0.7692307692307693, | |
| "eval_f1_I-CellComponent": 0.45454545454545453, | |
| "eval_f1_I-CellFunction": 0.6032786885245902, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8237747653806047, | |
| "eval_f1_I-Chemical": 0.5974025974025974, | |
| "eval_f1_I-ClinicalAttribute": 0.6813365933170334, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9120421144987935, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13333333333333333, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.671875, | |
| "eval_f1_I-Finding": 0.49617486338797817, | |
| "eval_f1_I-GeneOrGenome": 0.4282238442822384, | |
| "eval_f1_I-HealthCareActivity": 0.72680742162508, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5035971223021584, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6697674418604651, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.1935483870967742, | |
| "eval_f1_I-MolecularSequence": 0, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0.4410876132930514, | |
| "eval_f1_I-OrganismAttribute": 0.4067796610169491, | |
| "eval_f1_I-PathologicFunction": 0.7082096933728981, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.3448275862068965, | |
| "eval_f1_I-PharmacologicSubstance": 0.7038626609442059, | |
| "eval_f1_I-PopulationGroup": 0.7670250896057347, | |
| "eval_f1_I-ResearchActivity": 0.6564580559254327, | |
| "eval_f1_I-SignOrSymptom": 0.5849056603773585, | |
| "eval_f1_I-Substance": 0.7130434782608696, | |
| "eval_f1_I-TemporalConcept": 0.7641196013289037, | |
| "eval_f1_I-Virus": 0.005633802816901409, | |
| "eval_loss": 0.0012564187636598945, | |
| "eval_macro_f1": 0.47342015059810016, | |
| "eval_runtime": 64.1809, | |
| "eval_samples_per_second": 12.387, | |
| "eval_steps_per_second": 0.249, | |
| "step": 1568 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7635327635327634, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6462882096069869, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7096774193548386, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.5714285714285714, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7985347985347985, | |
| "eval_f1_B-Cell": 0.6666666666666666, | |
| "eval_f1_B-CellComponent": 0.3125, | |
| "eval_f1_B-CellFunction": 0.6894586894586896, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8281938325991189, | |
| "eval_f1_B-Chemical": 0.4, | |
| "eval_f1_B-ClinicalAttribute": 0.6952380952380953, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8953409858203916, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.4482758620689655, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.625, | |
| "eval_f1_B-Finding": 0.5671321160042965, | |
| "eval_f1_B-GeneOrGenome": 0.34838709677419355, | |
| "eval_f1_B-HealthCareActivity": 0.7062374245472837, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.2352941176470588, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5747126436781609, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0.15384615384615385, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6511627906976745, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7239263803680982, | |
| "eval_f1_B-PathologicFunction": 0.7129186602870814, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9531249999999999, | |
| "eval_f1_B-PharmacologicSubstance": 0.6902654867256637, | |
| "eval_f1_B-PopulationGroup": 0.8583690987124465, | |
| "eval_f1_B-ResearchActivity": 0.7231160033869601, | |
| "eval_f1_B-SignOrSymptom": 0.3773584905660377, | |
| "eval_f1_B-Substance": 0.546875, | |
| "eval_f1_B-TemporalConcept": 0.8077544426494344, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7756552643269659, | |
| "eval_f1_I-AnatomicalAbnormality": 0.38341968911917096, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6116504854368932, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7823095823095824, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.6262626262626263, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.866785079928952, | |
| "eval_f1_I-Cell": 0.7553191489361701, | |
| "eval_f1_I-CellComponent": 0.42458100558659223, | |
| "eval_f1_I-CellFunction": 0.6137931034482759, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8088235294117646, | |
| "eval_f1_I-Chemical": 0.5380116959064327, | |
| "eval_f1_I-ClinicalAttribute": 0.700074794315632, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9084522502744238, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13333333333333333, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6017699115044246, | |
| "eval_f1_I-Finding": 0.48504273504273504, | |
| "eval_f1_I-GeneOrGenome": 0.45386533665835416, | |
| "eval_f1_I-HealthCareActivity": 0.7180752621838371, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5538461538461539, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6545454545454545, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.1818181818181818, | |
| "eval_f1_I-MolecularSequence": 0.4, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0.12030075187969924, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0.4497041420118343, | |
| "eval_f1_I-OrganismAttribute": 0.32786885245901637, | |
| "eval_f1_I-PathologicFunction": 0.7756041426927502, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.2564102564102564, | |
| "eval_f1_I-PharmacologicSubstance": 0.7256637168141592, | |
| "eval_f1_I-PopulationGroup": 0.7796610169491525, | |
| "eval_f1_I-ResearchActivity": 0.6480793060718711, | |
| "eval_f1_I-SignOrSymptom": 0.5242718446601942, | |
| "eval_f1_I-Substance": 0.7457627118644068, | |
| "eval_f1_I-TemporalConcept": 0.7622377622377623, | |
| "eval_f1_I-Virus": 0.005633802816901409, | |
| "eval_loss": 0.0012426336761564016, | |
| "eval_macro_f1": 0.4836441304127347, | |
| "eval_runtime": 65.4189, | |
| "eval_samples_per_second": 12.152, | |
| "eval_steps_per_second": 0.245, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7591836734693878, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.648870636550308, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.714069591527988, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.4814814814814815, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7945879458794588, | |
| "eval_f1_B-Cell": 0.6375545851528385, | |
| "eval_f1_B-CellComponent": 0.24615384615384614, | |
| "eval_f1_B-CellFunction": 0.6868131868131868, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.775, | |
| "eval_f1_B-Chemical": 0.4161073825503356, | |
| "eval_f1_B-ClinicalAttribute": 0.6956521739130435, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8944182918628111, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.4406779661016949, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.6666666666666666, | |
| "eval_f1_B-Finding": 0.563991323210412, | |
| "eval_f1_B-GeneOrGenome": 0.345679012345679, | |
| "eval_f1_B-HealthCareActivity": 0.6992337164750958, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.26666666666666666, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5168539325842696, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0.08695652173913042, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0.023255813953488372, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6190476190476191, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7320261437908497, | |
| "eval_f1_B-PathologicFunction": 0.7135922330097086, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9448818897637796, | |
| "eval_f1_B-PharmacologicSubstance": 0.6837606837606838, | |
| "eval_f1_B-PopulationGroup": 0.8407643312101911, | |
| "eval_f1_B-ResearchActivity": 0.7142857142857143, | |
| "eval_f1_B-SignOrSymptom": 0.37037037037037035, | |
| "eval_f1_B-Substance": 0.578125, | |
| "eval_f1_B-TemporalConcept": 0.8191999999999999, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7930434782608695, | |
| "eval_f1_I-AnatomicalAbnormality": 0.5283018867924528, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6359447004608295, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7809999999999999, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.6329113924050633, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8387096774193548, | |
| "eval_f1_I-Cell": 0.7606382978723404, | |
| "eval_f1_I-CellComponent": 0.3536585365853659, | |
| "eval_f1_I-CellFunction": 0.6301369863013699, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.7971163748712667, | |
| "eval_f1_I-Chemical": 0.6301369863013699, | |
| "eval_f1_I-ClinicalAttribute": 0.6980568011958147, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9076110866695997, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.1343283582089552, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6567164179104477, | |
| "eval_f1_I-Finding": 0.4962726304579339, | |
| "eval_f1_I-GeneOrGenome": 0.4582338902147971, | |
| "eval_f1_I-HealthCareActivity": 0.7159726538222498, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5454545454545455, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6547085201793722, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.1651376146788991, | |
| "eval_f1_I-MolecularSequence": 0.2222222222222222, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0.12030075187969924, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0.4643962848297214, | |
| "eval_f1_I-OrganismAttribute": 0.39999999999999997, | |
| "eval_f1_I-PathologicFunction": 0.7752808988764045, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.1923076923076923, | |
| "eval_f1_I-PharmacologicSubstance": 0.7232142857142857, | |
| "eval_f1_I-PopulationGroup": 0.7702702702702702, | |
| "eval_f1_I-ResearchActivity": 0.652, | |
| "eval_f1_I-SignOrSymptom": 0.4897959183673469, | |
| "eval_f1_I-Substance": 0.7758620689655173, | |
| "eval_f1_I-TemporalConcept": 0.7560137457044673, | |
| "eval_f1_I-Virus": 0.08108108108108107, | |
| "eval_loss": 0.0012436514953151345, | |
| "eval_macro_f1": 0.4815630644796588, | |
| "eval_runtime": 60.3161, | |
| "eval_samples_per_second": 13.181, | |
| "eval_steps_per_second": 0.265, | |
| "step": 1792 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7272727272727272, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6411889596602972, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.706060606060606, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.5, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7995079950799509, | |
| "eval_f1_B-Cell": 0.6428571428571428, | |
| "eval_f1_B-CellComponent": 0.30508474576271183, | |
| "eval_f1_B-CellFunction": 0.6829268292682927, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.8132780082987552, | |
| "eval_f1_B-Chemical": 0.4052287581699346, | |
| "eval_f1_B-ClinicalAttribute": 0.6915887850467289, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8971962616822429, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.48387096774193544, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.588235294117647, | |
| "eval_f1_B-Finding": 0.5574112734864299, | |
| "eval_f1_B-GeneOrGenome": 0.36708860759493667, | |
| "eval_f1_B-HealthCareActivity": 0.6923076923076924, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.26315789473684204, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5057471264367817, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0.23529411764705882, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0.06818181818181818, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6511627906976745, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.732919254658385, | |
| "eval_f1_B-PathologicFunction": 0.7033492822966506, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9606299212598426, | |
| "eval_f1_B-PharmacologicSubstance": 0.7241379310344828, | |
| "eval_f1_B-PopulationGroup": 0.8547368421052631, | |
| "eval_f1_B-ResearchActivity": 0.7275862068965517, | |
| "eval_f1_B-SignOrSymptom": 0.4406779661016949, | |
| "eval_f1_B-Substance": 0.6131386861313869, | |
| "eval_f1_B-TemporalConcept": 0.8160000000000001, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7577207481513701, | |
| "eval_f1_I-AnatomicalAbnormality": 0.5882352941176471, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6376146788990825, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7629592350276799, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.6329113924050633, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8584070796460176, | |
| "eval_f1_I-Cell": 0.7647058823529411, | |
| "eval_f1_I-CellComponent": 0.35000000000000003, | |
| "eval_f1_I-CellFunction": 0.6239168110918544, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8196037539103233, | |
| "eval_f1_I-Chemical": 0.5967213114754099, | |
| "eval_f1_I-ClinicalAttribute": 0.6858475894245722, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9158674803836094, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13235294117647056, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6902654867256638, | |
| "eval_f1_I-Finding": 0.5073746312684365, | |
| "eval_f1_I-GeneOrGenome": 0.46228710462287104, | |
| "eval_f1_I-HealthCareActivity": 0.7031551835157759, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.48322147651006714, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.676056338028169, | |
| "eval_f1_I-MachineActivity": 0.06944444444444445, | |
| "eval_f1_I-ManufacturedObject": 0.15, | |
| "eval_f1_I-MolecularSequence": 0.4, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0.1751824817518248, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.912280701754386, | |
| "eval_f1_I-Organism": 0.5517241379310345, | |
| "eval_f1_I-OrganismAttribute": 0.4333333333333333, | |
| "eval_f1_I-PathologicFunction": 0.7744982290436837, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.18518518518518517, | |
| "eval_f1_I-PharmacologicSubstance": 0.7692307692307692, | |
| "eval_f1_I-PopulationGroup": 0.7903780068728522, | |
| "eval_f1_I-ResearchActivity": 0.6607019958706125, | |
| "eval_f1_I-SignOrSymptom": 0.5964912280701755, | |
| "eval_f1_I-Substance": 0.7563025210084033, | |
| "eval_f1_I-TemporalConcept": 0.7525423728813558, | |
| "eval_f1_I-Virus": 0.5021097046413502, | |
| "eval_loss": 0.0012562500778585672, | |
| "eval_macro_f1": 0.4990806752918112, | |
| "eval_runtime": 56.7926, | |
| "eval_samples_per_second": 13.998, | |
| "eval_steps_per_second": 0.282, | |
| "step": 1904 | |
| }, | |
| { | |
| "epoch": 17.86, | |
| "learning_rate": 0.0001011904761904762, | |
| "loss": 0.0004, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7340153452685422, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6471816283924844, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7149187592319055, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.4905660377358491, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.800498753117207, | |
| "eval_f1_B-Cell": 0.6782608695652174, | |
| "eval_f1_B-CellComponent": 0.27586206896551724, | |
| "eval_f1_B-CellFunction": 0.6795580110497237, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.7949790794979079, | |
| "eval_f1_B-Chemical": 0.4142011834319526, | |
| "eval_f1_B-ClinicalAttribute": 0.6944444444444444, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.896, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.5, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.7368421052631577, | |
| "eval_f1_B-Finding": 0.5511811023622047, | |
| "eval_f1_B-GeneOrGenome": 0.32258064516129037, | |
| "eval_f1_B-HealthCareActivity": 0.7012487992315081, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.24390243902439024, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5494505494505494, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0.25806451612903225, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0.06818181818181818, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6222222222222222, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7532467532467534, | |
| "eval_f1_B-PathologicFunction": 0.7194570135746605, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9160305343511451, | |
| "eval_f1_B-PharmacologicSubstance": 0.6776859504132231, | |
| "eval_f1_B-PopulationGroup": 0.8547008547008548, | |
| "eval_f1_B-ResearchActivity": 0.7263427109974425, | |
| "eval_f1_B-SignOrSymptom": 0.5084745762711865, | |
| "eval_f1_B-Substance": 0.6106870229007634, | |
| "eval_f1_B-TemporalConcept": 0.8057324840764332, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7455573505654282, | |
| "eval_f1_I-AnatomicalAbnormality": 0.5420560747663552, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6102449888641426, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7842383469485824, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.6341463414634145, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.859180035650624, | |
| "eval_f1_I-Cell": 0.7613941018766758, | |
| "eval_f1_I-CellComponent": 0.3116883116883117, | |
| "eval_f1_I-CellFunction": 0.6261180679785331, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.814968814968815, | |
| "eval_f1_I-Chemical": 0.5525525525525525, | |
| "eval_f1_I-ClinicalAttribute": 0.6888888888888888, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9115257958287597, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.1343283582089552, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.7213114754098361, | |
| "eval_f1_I-Finding": 0.4920466595970307, | |
| "eval_f1_I-GeneOrGenome": 0.42335766423357657, | |
| "eval_f1_I-HealthCareActivity": 0.7197975964579381, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5142857142857142, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6543778801843317, | |
| "eval_f1_I-MachineActivity": 0, | |
| "eval_f1_I-ManufacturedObject": 0.20930232558139533, | |
| "eval_f1_I-MolecularSequence": 0.4, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0.12030075187969924, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.8666666666666666, | |
| "eval_f1_I-Organism": 0.4955752212389381, | |
| "eval_f1_I-OrganismAttribute": 0.4482758620689655, | |
| "eval_f1_I-PathologicFunction": 0.7449306296691569, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.1923076923076923, | |
| "eval_f1_I-PharmacologicSubstance": 0.7207207207207208, | |
| "eval_f1_I-PopulationGroup": 0.7972027972027972, | |
| "eval_f1_I-ResearchActivity": 0.6395663956639567, | |
| "eval_f1_I-SignOrSymptom": 0.5535714285714286, | |
| "eval_f1_I-Substance": 0.752136752136752, | |
| "eval_f1_I-TemporalConcept": 0.7224080267558528, | |
| "eval_f1_I-Virus": 0.5360824742268041, | |
| "eval_loss": 0.0012550276005640626, | |
| "eval_macro_f1": 0.49559538804210834, | |
| "eval_runtime": 67.5937, | |
| "eval_samples_per_second": 11.761, | |
| "eval_steps_per_second": 0.237, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7745504840940525, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6609071274298055, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7295208655332303, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.576271186440678, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.7907542579075425, | |
| "eval_f1_B-Cell": 0.6608695652173913, | |
| "eval_f1_B-CellComponent": 0.3636363636363637, | |
| "eval_f1_B-CellFunction": 0.6985915492957747, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.7983539094650205, | |
| "eval_f1_B-Chemical": 0.4575163398692811, | |
| "eval_f1_B-ClinicalAttribute": 0.6903073286052009, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8923076923076922, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.48275862068965514, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.6666666666666665, | |
| "eval_f1_B-Finding": 0.5763440860215054, | |
| "eval_f1_B-GeneOrGenome": 0.34838709677419355, | |
| "eval_f1_B-HealthCareActivity": 0.7079107505070994, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.2162162162162162, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.5111111111111111, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0.3448275862068965, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0.0898876404494382, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6363636363636364, | |
| "eval_f1_B-Organism": 0, | |
| "eval_f1_B-OrganismAttribute": 0.7435897435897436, | |
| "eval_f1_B-PathologicFunction": 0.7089201877934272, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9606299212598426, | |
| "eval_f1_B-PharmacologicSubstance": 0.7207207207207208, | |
| "eval_f1_B-PopulationGroup": 0.8721174004192872, | |
| "eval_f1_B-ResearchActivity": 0.734835355285962, | |
| "eval_f1_B-SignOrSymptom": 0.5, | |
| "eval_f1_B-Substance": 0.6029411764705882, | |
| "eval_f1_B-TemporalConcept": 0.8141025641025641, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7839151568714096, | |
| "eval_f1_I-AnatomicalAbnormality": 0.6194690265486726, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6666666666666666, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.7772750125691302, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.5897435897435898, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8571428571428571, | |
| "eval_f1_I-Cell": 0.7606382978723404, | |
| "eval_f1_I-CellComponent": 0.40490797546012275, | |
| "eval_f1_I-CellFunction": 0.6544789762340036, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8213166144200627, | |
| "eval_f1_I-Chemical": 0.6179401993355482, | |
| "eval_f1_I-ClinicalAttribute": 0.6787117046347212, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9120636323464428, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13740458015267176, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.6608695652173913, | |
| "eval_f1_I-Finding": 0.47222222222222227, | |
| "eval_f1_I-GeneOrGenome": 0.42786069651741293, | |
| "eval_f1_I-HealthCareActivity": 0.7117794486215538, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5384615384615384, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6728110599078342, | |
| "eval_f1_I-MachineActivity": 0.10884353741496598, | |
| "eval_f1_I-ManufacturedObject": 0.26865671641791045, | |
| "eval_f1_I-MolecularSequence": 0.4, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0.12030075187969924, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.8666666666666666, | |
| "eval_f1_I-Organism": 0.5994550408719347, | |
| "eval_f1_I-OrganismAttribute": 0.4482758620689655, | |
| "eval_f1_I-PathologicFunction": 0.7641196013289037, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.2857142857142857, | |
| "eval_f1_I-PharmacologicSubstance": 0.7547169811320756, | |
| "eval_f1_I-PopulationGroup": 0.8027681660899654, | |
| "eval_f1_I-ResearchActivity": 0.6543209876543209, | |
| "eval_f1_I-SignOrSymptom": 0.5391304347826087, | |
| "eval_f1_I-Substance": 0.7741935483870968, | |
| "eval_f1_I-TemporalConcept": 0.7434210526315791, | |
| "eval_f1_I-Virus": 0.7344028520499108, | |
| "eval_loss": 0.0012211967259645462, | |
| "eval_macro_f1": 0.512032280706096, | |
| "eval_runtime": 54.9258, | |
| "eval_samples_per_second": 14.474, | |
| "eval_steps_per_second": 0.291, | |
| "step": 2128 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_f1_B-AminoAcidPeptideOrProtein": 0.7679782903663501, | |
| "eval_f1_B-AnatomicalAbnormality": 0, | |
| "eval_f1_B-Bacterium": 0, | |
| "eval_f1_B-BiologicFunction": 0.6540084388185655, | |
| "eval_f1_B-BiologicallyActiveSubstance": 0.7192716236722307, | |
| "eval_f1_B-BiomedicalOccupationOrDiscipline": 0.6478873239436619, | |
| "eval_f1_B-BodyPartOrganOrOrganComponent": 0.8019559902200489, | |
| "eval_f1_B-Cell": 0.6460176991150443, | |
| "eval_f1_B-CellComponent": 0.2580645161290323, | |
| "eval_f1_B-CellFunction": 0.705539358600583, | |
| "eval_f1_B-CellOrMolecularDysfunction": 0.7901234567901234, | |
| "eval_f1_B-Chemical": 0.4458598726114649, | |
| "eval_f1_B-ClinicalAttribute": 0.6778846153846153, | |
| "eval_f1_B-DiseaseOrSyndrome": 0.8953409858203916, | |
| "eval_f1_B-EmbryonicStructure": 0, | |
| "eval_f1_B-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_B-Eukaryote": 0.48387096774193544, | |
| "eval_f1_B-ExperimentalModelOfDisease": 0.6666666666666665, | |
| "eval_f1_B-Finding": 0.5653923541247485, | |
| "eval_f1_B-GeneOrGenome": 0.33540372670807456, | |
| "eval_f1_B-HealthCareActivity": 0.7, | |
| "eval_f1_B-HealthCareRelatedOrganization": 0.24390243902439024, | |
| "eval_f1_B-IndividualBehavior": 0, | |
| "eval_f1_B-InjuryOrPoisoning": 0.48421052631578954, | |
| "eval_f1_B-MachineActivity": 0, | |
| "eval_f1_B-ManufacturedObject": 0.3111111111111111, | |
| "eval_f1_B-MolecularSequence": 0, | |
| "eval_f1_B-NaturalPhenomenonOrProcess": 0.22916666666666669, | |
| "eval_f1_B-NucleicAcidNucleosideOrNucleotide": 0.6086956521739131, | |
| "eval_f1_B-Organism": 0.27350427350427353, | |
| "eval_f1_B-OrganismAttribute": 0.7261904761904762, | |
| "eval_f1_B-PathologicFunction": 0.7045454545454545, | |
| "eval_f1_B-PatientOrDisabledGroup": 0.9606299212598426, | |
| "eval_f1_B-PharmacologicSubstance": 0.7155963302752293, | |
| "eval_f1_B-PopulationGroup": 0.875, | |
| "eval_f1_B-ResearchActivity": 0.7263598326359834, | |
| "eval_f1_B-SignOrSymptom": 0.4745762711864407, | |
| "eval_f1_B-Substance": 0.6086956521739131, | |
| "eval_f1_B-TemporalConcept": 0.8130841121495328, | |
| "eval_f1_B-Virus": 0, | |
| "eval_f1_I-AminoAcidPeptideOrProtein": 0.7584459459459459, | |
| "eval_f1_I-AnatomicalAbnormality": 0.3917525773195876, | |
| "eval_f1_I-Bacterium": 0, | |
| "eval_f1_I-BiologicFunction": 0.6352941176470588, | |
| "eval_f1_I-BiologicallyActiveSubstance": 0.78077488965179, | |
| "eval_f1_I-BiomedicalOccupationOrDiscipline": 0.693069306930693, | |
| "eval_f1_I-BodyPartOrganOrOrganComponent": 0.8563829787234041, | |
| "eval_f1_I-Cell": 0.7667560321715818, | |
| "eval_f1_I-CellComponent": 0.3764705882352941, | |
| "eval_f1_I-CellFunction": 0.6728971962616822, | |
| "eval_f1_I-CellOrMolecularDysfunction": 0.8164556962025317, | |
| "eval_f1_I-Chemical": 0.5944272445820433, | |
| "eval_f1_I-ClinicalAttribute": 0.6839215686274509, | |
| "eval_f1_I-DiseaseOrSyndrome": 0.9146368224709238, | |
| "eval_f1_I-EmbryonicStructure": 0, | |
| "eval_f1_I-EnvironmentalEffectOfHumans": 0, | |
| "eval_f1_I-Eukaryote": 0.13333333333333333, | |
| "eval_f1_I-ExperimentalModelOfDisease": 0.7154471544715447, | |
| "eval_f1_I-Finding": 0.4795081967213114, | |
| "eval_f1_I-GeneOrGenome": 0.4117647058823529, | |
| "eval_f1_I-HealthCareActivity": 0.7228158390949089, | |
| "eval_f1_I-HealthCareRelatedOrganization": 0.5070422535211269, | |
| "eval_f1_I-IndividualBehavior": 0, | |
| "eval_f1_I-InjuryOrPoisoning": 0.6311111111111111, | |
| "eval_f1_I-MachineActivity": 0.17105263157894737, | |
| "eval_f1_I-ManufacturedObject": 0.19607843137254902, | |
| "eval_f1_I-MolecularSequence": 0.4, | |
| "eval_f1_I-NaturalPhenomenonOrProcess": 0.12030075187969924, | |
| "eval_f1_I-NucleicAcidNucleosideOrNucleotide": 0.8387096774193549, | |
| "eval_f1_I-Organism": 0.5398457583547558, | |
| "eval_f1_I-OrganismAttribute": 0.4126984126984127, | |
| "eval_f1_I-PathologicFunction": 0.7451820128479657, | |
| "eval_f1_I-PatientOrDisabledGroup": 0.20833333333333334, | |
| "eval_f1_I-PharmacologicSubstance": 0.7627906976744185, | |
| "eval_f1_I-PopulationGroup": 0.7763157894736843, | |
| "eval_f1_I-ResearchActivity": 0.6379880873593646, | |
| "eval_f1_I-SignOrSymptom": 0.4897959183673469, | |
| "eval_f1_I-Substance": 0.8130081300813008, | |
| "eval_f1_I-TemporalConcept": 0.7466666666666668, | |
| "eval_f1_I-Virus": 0.8373590982286635, | |
| "eval_loss": 0.0012418286642059684, | |
| "eval_macro_f1": 0.5094370945271087, | |
| "eval_runtime": 61.4875, | |
| "eval_samples_per_second": 12.929, | |
| "eval_steps_per_second": 0.26, | |
| "step": 2240 | |
| } | |
| ], | |
| "max_steps": 3360, | |
| "num_train_epochs": 30, | |
| "total_flos": 2.917108629762048e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |