Hay más AWS SDK ejemplos disponibles en el GitHub repositorio de AWS Doc SDK Examples
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Úselo CreateTrainingJob
con un AWS SDK o CLI
En el siguiente ejemplo de código, se muestra cómo usar CreateTrainingJob
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Los ejemplos de acciones son extractos de código de programas más grandes y deben ejecutarse en contexto. Puede ver esta acción en contexto en el siguiente ejemplo de código:
- SAP ABAP
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- SDKpara SAP ABAP
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nota
Hay más información GitHub. Busque el ejemplo completo y aprenda a configurar y ejecutar en el Repositorio de ejemplos de código de AWS
. DATA lo_hyperparameters_w TYPE REF TO /aws1/cl_sgmhyperparameters_w. DATA lt_hyperparameters TYPE /aws1/cl_sgmhyperparameters_w=>tt_hyperparameters. DATA lt_input_data_config TYPE /aws1/cl_sgmchannel=>tt_inputdataconfig. DATA lo_trn_channel TYPE REF TO /aws1/cl_sgmchannel. DATA lo_trn_datasource TYPE REF TO /aws1/cl_sgmdatasource. DATA lo_trn_s3datasource TYPE REF TO /aws1/cl_sgms3datasource. DATA lo_val_channel TYPE REF TO /aws1/cl_sgmchannel. DATA lo_val_datasource TYPE REF TO /aws1/cl_sgmdatasource. DATA lo_val_s3datasource TYPE REF TO /aws1/cl_sgms3datasource. DATA lo_algorithm_specification TYPE REF TO /aws1/cl_sgmalgorithmspec. DATA lo_resource_config TYPE REF TO /aws1/cl_sgmresourceconfig. DATA lo_output_data_config TYPE REF TO /aws1/cl_sgmoutputdataconfig. DATA lo_stopping_condition TYPE REF TO /aws1/cl_sgmstoppingcondition. "Create ABAP internal table for hyperparameters based on input variables." "These hyperparameters are based on the Amazon SageMaker built-in algorithm, XGBoost." CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_max_depth. INSERT VALUE #( key = 'max_depth' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_eta. INSERT VALUE #( key = 'eta' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_eval_metric. INSERT VALUE #( key = 'eval_metric' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_scale_pos_weight. INSERT VALUE #( key = 'scale_pos_weight' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_subsample. INSERT VALUE #( key = 'subsample' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_objective. INSERT VALUE #( key = 'objective' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. CREATE OBJECT lo_hyperparameters_w EXPORTING iv_value = iv_hp_num_round. INSERT VALUE #( key = 'num_round' value = lo_hyperparameters_w ) INTO TABLE lt_hyperparameters. "Create ABAP objects for training data sources." CREATE OBJECT lo_trn_s3datasource EXPORTING iv_s3datatype = iv_trn_data_s3datatype iv_s3datadistributiontype = iv_trn_data_s3datadistribution iv_s3uri = iv_trn_data_s3uri. CREATE OBJECT lo_trn_datasource EXPORTING io_s3datasource = lo_trn_s3datasource. CREATE OBJECT lo_trn_channel EXPORTING iv_channelname = 'train' io_datasource = lo_trn_datasource iv_compressiontype = iv_trn_data_compressiontype iv_contenttype = iv_trn_data_contenttype. INSERT lo_trn_channel INTO TABLE lt_input_data_config. "Create ABAP objects for validation data sources." CREATE OBJECT lo_val_s3datasource EXPORTING iv_s3datatype = iv_val_data_s3datatype iv_s3datadistributiontype = iv_val_data_s3datadistribution iv_s3uri = iv_val_data_s3uri. CREATE OBJECT lo_val_datasource EXPORTING io_s3datasource = lo_val_s3datasource. CREATE OBJECT lo_val_channel EXPORTING iv_channelname = 'validation' io_datasource = lo_val_datasource iv_compressiontype = iv_val_data_compressiontype iv_contenttype = iv_val_data_contenttype. INSERT lo_val_channel INTO TABLE lt_input_data_config. "Create an ABAP object for algorithm specification." CREATE OBJECT lo_algorithm_specification EXPORTING iv_trainingimage = iv_training_image iv_traininginputmode = iv_training_input_mode. "Create an ABAP object for resource configuration." CREATE OBJECT lo_resource_config EXPORTING iv_instancecount = iv_instance_count iv_instancetype = iv_instance_type iv_volumesizeingb = iv_volume_sizeingb. "Create an ABAP object for output data configuration." CREATE OBJECT lo_output_data_config EXPORTING iv_s3outputpath = iv_s3_output_path. "Create an ABAP object for stopping condition." CREATE OBJECT lo_stopping_condition EXPORTING iv_maxruntimeinseconds = iv_max_runtime_in_seconds. "Create a training job." TRY. oo_result = lo_sgm->createtrainingjob( " oo_result is returned for testing purposes. " iv_trainingjobname = iv_training_job_name iv_rolearn = iv_role_arn it_hyperparameters = lt_hyperparameters it_inputdataconfig = lt_input_data_config io_algorithmspecification = lo_algorithm_specification io_outputdataconfig = lo_output_data_config io_resourceconfig = lo_resource_config io_stoppingcondition = lo_stopping_condition ). MESSAGE 'Training job created.' TYPE 'I'. CATCH /aws1/cx_sgmresourceinuse. MESSAGE 'Resource being accessed is in use.' TYPE 'E'. CATCH /aws1/cx_sgmresourcenotfound. MESSAGE 'Resource being accessed is not found.' TYPE 'E'. CATCH /aws1/cx_sgmresourcelimitexcd. MESSAGE 'You have reached the limit on the number of resources.' TYPE 'E'. ENDTRY.
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Para API obtener más información, consulte CreateTrainingJobSAPABAPAPIcomo referencia.AWS SDK
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CreatePipeline
CreateTransformJob