1 Reply Latest reply on Nov 2, 2017 10:50 AM by cmorfin RSS
    fli Newbie

    Anomaly Detection about the training microservice always failed(SOS I need help!!!!!)

    I have a problem with the Anomaly Detection at local! (My system is win10.)

    I have finished the guide following this url: https://developer.thingworx.com/resources/guides/anomaly-detection-how-guide.

    I have download the Thingworx-Platform-H2-8.0.0-b11.zip,then I can login the http://localhost:8080/Thingworx/Composer/index.html!

    The two microservices can start normolly,And the simulator can start also.But the training always shows the failed.I hope some one can help me.The logging(in the cmd) in blow:

     

    Microsoft Windows [版本 10.0.10240]

    (c) 2015 Microsoft Corporation. All rights reserved.

     

     

    C:\Windows\system32>cd E:\AnomalyMicroservices

     

     

    C:\Windows\system32>e:

     

     

    E:\AnomalyMicroservices>java -Dproperties.file=E:\AnomalyMicroservices\microservices.properties -jar training-standalone-2.0.4-bin.jar server training-standalone-single.yml

    log4j:WARN No appenders could be found for logger (org.jboss.logging).

    log4j:WARN Please initialize the log4j system properly.

    log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.

    INFO  [2017-11-01 22:20:41,328] org.eclipse.jetty.util.log: Logging initialized @2314ms

    INFO  [2017-11-01 22:20:41,437] io.dropwizard.server.DefaultServerFactory: Registering jersey handler with root path prefix: /

    INFO  [2017-11-01 22:20:41,437] io.dropwizard.server.DefaultServerFactory: Registering admin handler with root path prefix: /

    INFO  [2017-11-01 22:20:41,437] io.dropwizard.assets.AssetsBundle: Registering AssetBundle with name: swagger for path /swagger/*

    INFO  [2017-11-01 22:20:41,469] io.dropwizard.assets.AssetsBundle: Registering AssetBundle with name: swagger-assets for path /swagger-static/*

    INFO  [2017-11-01 22:20:50,328] org.reflections.Reflections: Reflections took 8844 ms to scan 1 urls, producing 108856 keys and 249936 values

    INFO  [2017-11-01 22:20:50,985] com.thingworx.analytics.ccc.dropwizard.utils.DropwizardBaseApplication: BEGIN database flyway migrations

    INFO  [2017-11-01 22:20:51,032] org.flywaydb.core.internal.util.VersionPrinter: Flyway 4.0.3 by Boxfuse

    INFO  [2017-11-01 22:20:51,250] org.flywaydb.core.internal.dbsupport.DbSupportFactory: Database: jdbc:h2:file:E:\AnomalyMicroservices\training\db.training (H2 1.4)

    INFO  [2017-11-01 22:20:51,391] org.flywaydb.core.internal.command.DbValidate: Successfully validated 2 migrations (execution time 00:00.010s)

    INFO  [2017-11-01 22:20:51,407] org.flywaydb.core.internal.command.DbMigrate: Current version of schema "PUBLIC": 1.2

    INFO  [2017-11-01 22:20:51,407] org.flywaydb.core.internal.command.DbMigrate: Schema "PUBLIC" is up to date. No migration necessary.

    INFO  [2017-11-01 22:20:51,422] com.thingworx.analytics.ccc.dropwizard.utils.DropwizardBaseApplication: END database flyway migrations

    INFO  [2017-11-01 22:20:51,422] io.dropwizard.server.DefaultServerFactory: Registering jersey handler with root path prefix: /

    INFO  [2017-11-01 22:20:51,422] io.dropwizard.server.DefaultServerFactory: Registering admin handler with root path prefix: /

    INFO  [2017-11-01 22:20:51,438] io.dropwizard.server.ServerFactory: Starting ThingWorx Analytics Training Microservice

        .....                         .                                    ...                                             

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    `-:- X8888x        888E~?888L ''888E`   8888  888R  d88E`"888E`  `88888 9888%  :888'8888. .@88 "8888"   4888>'88"    8888  888R  :888'8888.   4888>'88"

          488888>       888E  888E   888E    8888  888R  888E  888E     %888 "88F   d888 '88%" 9888  9888    4888> '      8888  888R  d888 '88%"   4888> '

        .. `"88*        888E  888E   888E    8888  888R  888E  888E      8"   "*h=~ 8888.+"    9888  9888    4888>        8888  888R  8888.+"      4888>

      x88888nX"      .  888E  888E   888E    8888  888R  888E  888E    z8Weu        8888L      9888  9888   .d888L .+     8888  888R  8888L       .d888L .+

    !"*8888888n..  :   888E  888E   888&   "*88*" 8888" 888& .888E   ""88888i.   Z '8888c. .+ 9888  9888   ^"8888*"     "*88*" 8888" '8888c. .+  ^"8888*"

    '    "*88888888*   m888N= 888>   R888"    ""   'Y"   *888" 888&  "   "8888888*   "88888%   "888*""888"     "Y"         ""   'Y"    "88888%       "Y"

            ^"***"`     `Y"   888     ""                  `"   "888E       ^"**""      "YP'     ^Y"   ^Y'                                "YP'

                             J88"                        .dWi   `88E                                                       

                             @%                          4888~  J8%                                                        

                           :"                             ^"===*"`                                                         

    INFO  [2017-11-01 22:20:51,500] org.eclipse.jetty.setuid.SetUIDListener: Opened application@5be7979b{HTTP/1.1,[http/1.1]}{0.0.0.0:8084}

    INFO  [2017-11-01 22:20:51,500] org.eclipse.jetty.setuid.SetUIDListener: Opened admin@5fdae942{HTTP/1.1,[http/1.1]}{0.0.0.0:8085}

    INFO  [2017-11-01 22:20:51,516] org.eclipse.jetty.server.Server: jetty-9.3.z-SNAPSHOT

    INFO  [2017-11-01 22:20:52,157] io.dropwizard.jersey.DropwizardResourceConfig: The following paths were found for the configured resources:

     

     

        GET     /swagger (io.federecio.dropwizard.swagger.SwaggerResource)

        GET     /swagger.{type:json|yaml} (io.swagger.jaxrs.listing.ApiListingResource)

        GET     /training (com.thingworx.analytics.training.resources.JobExecInfoResource)

        POST    /training (com.thingworx.analytics.training.resources.TrainingResource)

        GET     /training/configs (com.thingworx.analytics.training.resources.TrainingConfigsResource)

        GET     /training/status (com.thingworx.analytics.training.resources.JobExecInfoResource)

        DELETE  /training/{jobId} (com.thingworx.analytics.training.resources.JobExecInfoResource)

        GET     /training/{jobId} (com.thingworx.analytics.training.resources.JobExecInfoResource)

        GET     /training/{jobId}/configs (com.thingworx.analytics.training.resources.TrainingConfigsResource)

        GET     /training/{jobId}/status (com.thingworx.analytics.training.resources.JobExecInfoResource)

        DELETE  /training/{jobId}/tags (com.thingworx.analytics.training.resources.TagsResource)

        GET     /training/{jobId}/tags (com.thingworx.analytics.training.resources.TagsResource)

        POST    /training/{jobId}/tags (com.thingworx.analytics.training.resources.TagsResource)

        PUT     /training/{jobId}/tags (com.thingworx.analytics.training.resources.TagsResource)

     

     

    INFO  [2017-11-01 22:20:52,157] org.eclipse.jetty.server.handler.ContextHandler: Started i.d.j.MutableServletContextHandler@6b59e401{/,null,AVAILABLE}

    INFO  [2017-11-01 22:20:52,157] io.dropwizard.setup.AdminEnvironment: tasks =

     

     

        POST    /tasks/log-level (io.dropwizard.servlets.tasks.LogConfigurationTask)

        POST    /tasks/gc (io.dropwizard.servlets.tasks.GarbageCollectionTask)

     

     

    INFO  [2017-11-01 22:20:52,172] org.eclipse.jetty.server.handler.ContextHandler: Started i.d.j.MutableServletContextHandler@482bde86{/,null,AVAILABLE}

    INFO  [2017-11-01 22:20:52,188] org.eclipse.jetty.server.AbstractConnector: Started application@5be7979b{HTTP/1.1,[http/1.1]}{0.0.0.0:8084}

    INFO  [2017-11-01 22:20:52,203] org.eclipse.jetty.server.AbstractConnector: Started admin@5fdae942{HTTP/1.1,[http/1.1]}{0.0.0.0:8085}

    INFO  [2017-11-01 22:20:52,203] org.eclipse.jetty.server.Server: Started @13182ms

    127.0.0.1 - - [02/十一月/2017:02:22:23 +0000] "GET /training HTTP/1.1" 200 74418 "-" "Apache-HttpClient/4.5.2 (Java/1.8.0_92)" 362

    INFO  [2017-11-01 22:30:14,259] com.thingworx.analytics.ccc.data.datasources.JsonLocalDatasetSource: Received [463] rows to score

    INFO  [2017-11-01 22:30:14,448] io.dropwizard.jersey.jackson.JsonProcessingExceptionMapper: Mapping exception: class javax.ws.rs.WebApplicationException

    ! org.h2.jdbc.JdbcSQLException: Unique index or primary key violation: "CONSTRAINT_INDEX_C ON PUBLIC.JOB_EXEC_INFO(CLAIM_CHECK) VALUES ('1', 1)"; SQL statement:

    ! /* JobExecutionInfoDAO.add */ insert into job_exec_info (claim_check, created, request) values (?, ?, ?) [23505-192]

    ! at org.h2.message.DbException.getJdbcSQLException(DbException.java:345)

    ! at org.h2.message.DbException.get(DbException.java:179)

    ! at org.h2.message.DbException.get(DbException.java:155)

    ! at org.h2.index.BaseIndex.getDuplicateKeyException(BaseIndex.java:103)

    ! at org.h2.mvstore.db.MVSecondaryIndex.checkUnique(MVSecondaryIndex.java:231)

    ! at org.h2.mvstore.db.MVSecondaryIndex.add(MVSecondaryIndex.java:190)

    ! at org.h2.mvstore.db.MVTable.addRow(MVTable.java:704)

    ! at org.h2.command.dml.Insert.insertRows(Insert.java:156)

    ! at org.h2.command.dml.Insert.update(Insert.java:114)

    ! at org.h2.command.CommandContainer.update(CommandContainer.java:98)

    ! at org.h2.command.Command.executeUpdate(Command.java:258)

    ! at org.h2.jdbc.JdbcPreparedStatement.execute(JdbcPreparedStatement.java:201)

    ! at org.skife.jdbi.v2.SQLStatement.internalExecute(SQLStatement.java:1327)

    ! ... 81 common frames omitted

    ! Causing: org.skife.jdbi.v2.exceptions.UnableToExecuteStatementException: org.h2.jdbc.JdbcSQLException: Unique index or primary key violation: "CONSTRAINT_INDEX_C ON PUBLIC.JOB_EXEC_INFO(CLAIM_CHECK) VALUES ('1', 1)"; SQL statement:

    ! /* JobExecutionInfoDAO.add */ insert into job_exec_info (claim_check, created, request) values (?, ?, ?) [23505-192] [statement:"insert into job_exec_info (claim_check, created, request) values (:claimCheck, :created, :request)", located:"insert into job_exec_info (claim_check, created, request) values (:claimCheck, :created, :request)", rewritten:"/* JobExecutionInfoDAO.add */ insert into job_exec_info (claim_check, created, request) values (?, ?, ?)", arguments:{ positional:{}, 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model for anomaly detection with pmml model name: AnomalyDetectionModelFor_4a067d3f-2469-440b-8631-4a9316b97358_1509589812159.","timeSeries":{"lookbackSize":0,"isVirtualSensor":false},"maxAllowedFields":25}',configVersion:'1.0',created:2017-11-02 10:30:14.352,claimCheck:'1',id:null,class:class com.thingworx.analytics.ccc.dropwizard.jdbi.job.model.JobExecInfoModel}, finder:[]}]

    ! at org.skife.jdbi.v2.SQLStatement.internalExecute(SQLStatement.java:1338)

    ! at org.skife.jdbi.v2.Update.executeAndReturnGeneratedKeys(Update.java:82)

    ! at org.skife.jdbi.v2.sqlobject.UpdateHandler$1.value(UpdateHandler.java:57)

    ! at org.skife.jdbi.v2.sqlobject.UpdateHandler.invoke(UpdateHandler.java:81)

    ! at org.skife.jdbi.v2.sqlobject.SqlObject.invoke(SqlObject.java:212)

    ! at org.skife.jdbi.v2.sqlobject.SqlObject$2.intercept(SqlObject.java:109)

    ! at com.thingworx.analytics.ccc.dropwizard.jdbi.job.dao.JobExecutionInfoDAO$$EnhancerByCGLIB$$6061c568.add(<generated>)

    ! at com.thingworx.analytics.ccc.dropwizard.jdbi.job.dao.JobExecutionInfoDAO.createJobExecutionInfoModel(JobExecutionInfoDAO.java:58)

    ! at com.thingworx.analytics.ccc.dropwizard.jdbi.job.dao.JobExecutionInfoDAO$$EnhancerByCGLIB$$6061c568.CGLIB$createJobExecutionInfoModel$8(<generated>)

    ! at com.thingworx.analytics.ccc.dropwizard.jdbi.job.dao.JobExecutionInfoDAO$$EnhancerByCGLIB$$6061c568$$FastClassByCGLIB$$2ce9534e.invoke(<generated>)

    ! at org.skife.jdbi.cglib.proxy.MethodProxy.invokeSuper(MethodProxy.java:228)

    ! at org.skife.jdbi.v2.sqlobject.PassThroughTransactionHandler$2.inTransaction(PassThroughTransactionHandler.java:72)

    ! at org.skife.jdbi.v2.tweak.transactions.LocalTransactionHandler.inTransaction(LocalTransactionHandler.java:183)

    ! at org.skife.jdbi.v2.tweak.transactions.LocalTransactionHandler.inTransaction(LocalTransactionHandler.java:223)

    ! at org.skife.jdbi.v2.BasicHandle.inTransaction(BasicHandle.java:353)

    ! at org.skife.jdbi.v2.sqlobject.PassThroughTransactionHandler.invoke(PassThroughTransactionHandler.java:66)

    ! at org.skife.jdbi.v2.sqlobject.SqlObject.invoke(SqlObject.java:212)

    ! at org.skife.jdbi.v2.sqlobject.SqlObject$2.intercept(SqlObject.java:109)

    ! at com.thingworx.analytics.ccc.dropwizard.jdbi.job.dao.JobExecutionInfoDAO$$EnhancerByCGLIB$$6061c568.createJobExecutionInfoModel(<generated>)

    ! at com.thingworx.analytics.ccc.dropwizard.service.JobExecutionInfoService.insertNewJobId(JobExecutionInfoService.java:37)

    ! at com.thingworx.analytics.training.resources.TrainingResource.submitTrainingJob(TrainingResource.java:67)

    ! ... 61 common frames omitted

    ! Causing: javax.ws.rs.WebApplicationException: Failed during training

    ! at com.thingworx.analytics.training.resources.TrainingResource.submitTrainingJob(TrainingResource.java:75)

    ! at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)

    ! at sun.reflect.NativeMethodAccessorImpl.invoke(Unknown Source)

    ! at sun.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source)

    ! at java.lang.reflect.Method.invoke(Unknown Source)

    ! at org.glassfish.jersey.server.model.internal.ResourceMethodInvocationHandlerFactory$1.invoke(ResourceMethodInvocationHandlerFactory.java:81)

    ! at org.glassfish.jersey.server.model.internal.AbstractJavaResourceMethodDispatcher$1.run(AbstractJavaResourceMethodDispatcher.java:144)

    ! at org.glassfish.jersey.server.model.internal.AbstractJavaResourceMethodDispatcher.invoke(AbstractJavaResourceMethodDispatcher.java:161)

    ! at org.glassfish.jersey.server.model.internal.JavaResourceMethodDispatcherProvider$ResponseOutInvoker.doDispatch(JavaResourceMethodDispatcherProvider.java:160)

    ! at org.glassfish.jersey.server.model.internal.AbstractJavaResourceMethodDispatcher.dispatch(AbstractJavaResourceMethodDispatcher.java:99)

    ! at org.glassfish.jersey.server.model.ResourceMethodInvoker.invoke(ResourceMethodInvoker.java:389)

    ! at org.glassfish.jersey.server.model.ResourceMethodInvoker.apply(ResourceMethodInvoker.java:347)

    ! at org.glassfish.jersey.server.model.ResourceMethodInvoker.apply(ResourceMethodInvoker.java:102)

    ! at org.glassfish.jersey.server.ServerRuntime$2.run(ServerRuntime.java:326)

    ! at org.glassfish.jersey.internal.Errors$1.call(Errors.java:271)

    ! at org.glassfish.jersey.internal.Errors$1.call(Errors.java:267)

    ! at org.glassfish.jersey.internal.Errors.process(Errors.java:315)

    ! at org.glassfish.jersey.internal.Errors.process(Errors.java:297)

    ! at org.glassfish.jersey.internal.Errors.process(Errors.java:267)

    ! at org.glassfish.jersey.process.internal.RequestScope.runInScope(RequestScope.java:317)

    ! at org.glassfish.jersey.server.ServerRuntime.process(ServerRuntime.java:305)

    ! at org.glassfish.jersey.server.ApplicationHandler.handle(ApplicationHandler.java:1154)

    ! at org.glassfish.jersey.servlet.WebComponent.serviceImpl(WebComponent.java:473)

    ! at org.glassfish.jersey.servlet.WebComponent.service(WebComponent.java:427)

    ! at org.glassfish.jersey.servlet.ServletContainer.service(ServletContainer.java:388)

    ! at org.glassfish.jersey.servlet.ServletContainer.service(ServletContainer.java:341)

    ! at org.glassfish.jersey.servlet.ServletContainer.service(ServletContainer.java:228)

    ! at io.dropwizard.jetty.NonblockingServletHolder.handle(NonblockingServletHolder.java:49)

    ! at org.eclipse.jetty.servlet.ServletHandler$CachedChain.doFilter(ServletHandler.java:1689)

    ! at io.dropwizard.servlets.ThreadNameFilter.doFilter(ThreadNameFilter.java:34)

    ! at org.eclipse.jetty.servlet.ServletHandler$CachedChain.doFilter(ServletHandler.java:1676)

    ! at io.dropwizard.jersey.filter.AllowedMethodsFilter.handle(AllowedMethodsFilter.java:50)

    ! at io.dropwizard.jersey.filter.AllowedMethodsFilter.doFilter(AllowedMethodsFilter.java:44)

    ! at org.eclipse.jetty.servlet.ServletHandler$CachedChain.doFilter(ServletHandler.java:1676)

    ! at org.eclipse.jetty.servlets.CrossOriginFilter.handle(CrossOriginFilter.java:308)

    ! at org.eclipse.jetty.servlets.CrossOriginFilter.doFilter(CrossOriginFilter.java:262)

    ! at org.eclipse.jetty.servlet.ServletHandler$CachedChain.doFilter(ServletHandler.java:1676)

    ! at org.eclipse.jetty.servlet.ServletHandler.doHandle(ServletHandler.java:581)

    ! at org.eclipse.jetty.server.handler.ContextHandler.doHandle(ContextHandler.java:1174)

    ! at org.eclipse.jetty.servlet.ServletHandler.doScope(ServletHandler.java:511)

    ! at org.eclipse.jetty.server.handler.ContextHandler.doScope(ContextHandler.java:1106)

    ! at org.eclipse.jetty.server.handler.ScopedHandler.handle(ScopedHandler.java:141)

    ! at org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:134)

    ! at com.codahale.metrics.jetty9.InstrumentedHandler.handle(InstrumentedHandler.java:240)

    ! at io.dropwizard.jetty.RoutingHandler.handle(RoutingHandler.java:51)

    ! at org.eclipse.jetty.server.handler.gzip.GzipHandler.handle(GzipHandler.java:396)

    ! at io.dropwizard.jetty.BiDiGzipHandler.handle(BiDiGzipHandler.java:68)

    ! at org.eclipse.jetty.server.handler.RequestLogHandler.handle(RequestLogHandler.java:56)

    ! at org.eclipse.jetty.server.handler.StatisticsHandler.handle(StatisticsHandler.java:169)

    ! at org.eclipse.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:134)

    ! at org.eclipse.jetty.server.Server.handle(Server.java:524)

    ! at org.eclipse.jetty.server.HttpChannel.handle(HttpChannel.java:319)

    ! at org.eclipse.jetty.server.HttpConnection.onFillable(HttpConnection.java:253)

    ! at org.eclipse.jetty.io.AbstractConnection$ReadCallback.succeeded(AbstractConnection.java:273)

    ! at org.eclipse.jetty.io.FillInterest.fillable(FillInterest.java:95)

    ! at org.eclipse.jetty.io.SelectChannelEndPoint$2.run(SelectChannelEndPoint.java:93)

    ! at org.eclipse.jetty.util.thread.strategy.ExecuteProduceConsume.executeProduceConsume(ExecuteProduceConsume.java:303)

    ! at org.eclipse.jetty.util.thread.strategy.ExecuteProduceConsume.produceConsume(ExecuteProduceConsume.java:148)

    ! at org.eclipse.jetty.util.thread.strategy.ExecuteProduceConsume.run(ExecuteProduceConsume.java:136)

    ! at org.eclipse.jetty.util.thread.QueuedThreadPool.runJob(QueuedThreadPool.java:671)

    ! at org.eclipse.jetty.util.thread.QueuedThreadPool$2.run(QueuedThreadPool.java:589)

    ! at java.lang.Thread.run(Unknown Source)

    127.0.0.1 - - [02/十一月/2017:02:30:14 +0000] "POST /training HTTP/1.1" 500 45439 "-" "Jersey/2.25.1 (HttpUrlConnection 1.8.0_92)" 649

    WARN  [2017-11-01 22:30:14,668] com.thingworx.analytics.ccc.data.spark.SparkSupplier: No container XML defined so there will be no SparkSupplier.

    INFO  [2017-11-01 22:30:19,821] org.spark_project.jetty.util.log: Logging initialized @580798ms

    INFO  [2017-11-01 22:30:24,587] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []]

    INFO  [2017-11-01 22:30:24,605] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]

    INFO  [2017-11-01 22:30:24,643] com.thingworx.analytics.training.ensemble.AbstractEnsembleModel: Training ensemble SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]]

    INFO  [2017-11-01 22:30:24,689] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]

    INFO  [2017-11-01 22:30:24,720] com.thingworx.analytics.signals.SignalAnalyzer: Getting signals 1 at a time.

    WARN  [2017-11-01 22:30:25,503] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 29:

    [rdd_26_0]

    WARN  [2017-11-01 22:30:25,584] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 30:

    [rdd_26_0]

    [Stage 22:>                                                         (0 + 3) / 3]WARN  [2017-11-01 22:30:27,466] com.github.fommil.netlib.BLAS: Failed to load implementation from: com.github.fommil.netlib.NativeSystemBLAS

    WARN  [2017-11-01 22:30:27,466] com.github.fommil.netlib.BLAS: Failed to load implementation from: com.github.fommil.netlib.NativeRefBLAS

    INFO  [2017-11-01 22:30:29,993] breeze.optimize.StrongWolfeLineSearch: Line search t: 9.916311058793028 fval: 0.03351070683228552 rhs: 0.04050314305752427 cdd: -6.21581853934722E-5

    INFO  [2017-11-01 22:30:29,994] breeze.optimize.LBFGS: Step Size: 9.916

    INFO  [2017-11-01 22:30:29,996] breeze.optimize.LBFGS: Val and Grad Norm: 0.0335107 (rel: 0.173) 0.00607268

    INFO  [2017-11-01 22:30:30,172] breeze.optimize.LBFGS: Step Size: 1.500

    INFO  [2017-11-01 22:30:30,172] breeze.optimize.LBFGS: Val and Grad Norm: 0.0329319 (rel: 0.0173) 0.00652963

    INFO  [2017-11-01 22:30:30,267] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,267] breeze.optimize.LBFGS: Val and Grad Norm: 0.0269056 (rel: 0.183) 0.0285037

    INFO  [2017-11-01 22:30:30,392] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,392] breeze.optimize.LBFGS: Val and Grad Norm: 0.0230236 (rel: 0.144) 0.0238339

    INFO  [2017-11-01 22:30:30,459] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,459] breeze.optimize.LBFGS: Val and Grad Norm: 0.0179062 (rel: 0.222) 0.0328109

    INFO  [2017-11-01 22:30:30,527] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,527] breeze.optimize.LBFGS: Val and Grad Norm: 0.0135068 (rel: 0.246) 0.00965011

    INFO  [2017-11-01 22:30:30,584] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,584] breeze.optimize.LBFGS: Val and Grad Norm: 0.0129241 (rel: 0.0431) 0.00734935

    INFO  [2017-11-01 22:30:30,637] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,638] breeze.optimize.LBFGS: Val and Grad Norm: 0.0105050 (rel: 0.187) 0.00755146

    INFO  [2017-11-01 22:30:30,684] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,684] breeze.optimize.LBFGS: Val and Grad Norm: 0.00972398 (rel: 0.0744) 0.00718062

    INFO  [2017-11-01 22:30:30,729] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,729] breeze.optimize.LBFGS: Val and Grad Norm: 0.00905398 (rel: 0.0689) 0.00430855

    INFO  [2017-11-01 22:30:30,793] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,793] breeze.optimize.LBFGS: Val and Grad Norm: 0.00789247 (rel: 0.128) 0.00493862

    INFO  [2017-11-01 22:30:30,890] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:30,890] breeze.optimize.LBFGS: Val and Grad Norm: 0.00717668 (rel: 0.0907) 0.0114915

    INFO  [2017-11-01 22:30:31,016] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,016] breeze.optimize.LBFGS: Val and Grad Norm: 0.00629274 (rel: 0.123) 0.000940420

    INFO  [2017-11-01 22:30:31,096] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,097] breeze.optimize.LBFGS: Val and Grad Norm: 0.00613405 (rel: 0.0252) 0.00136107

    INFO  [2017-11-01 22:30:31,159] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,160] breeze.optimize.LBFGS: Val and Grad Norm: 0.00601663 (rel: 0.0191) 0.00704751

    INFO  [2017-11-01 22:30:31,220] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,221] breeze.optimize.LBFGS: Val and Grad Norm: 0.00576856 (rel: 0.0412) 0.000613664

    INFO  [2017-11-01 22:30:31,279] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,279] breeze.optimize.LBFGS: Val and Grad Norm: 0.00572369 (rel: 0.00778) 0.000781044

    INFO  [2017-11-01 22:30:31,328] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,328] breeze.optimize.LBFGS: Val and Grad Norm: 0.00568379 (rel: 0.00697) 0.00113993

    INFO  [2017-11-01 22:30:31,374] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,374] breeze.optimize.LBFGS: Val and Grad Norm: 0.00565874 (rel: 0.00441) 0.000940377

    INFO  [2017-11-01 22:30:31,422] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,422] breeze.optimize.LBFGS: Val and Grad Norm: 0.00562975 (rel: 0.00512) 0.000542163

    INFO  [2017-11-01 22:30:31,478] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,479] breeze.optimize.LBFGS: Val and Grad Norm: 0.00562196 (rel: 0.00138) 0.000552503

    INFO  [2017-11-01 22:30:31,521] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,521] breeze.optimize.LBFGS: Val and Grad Norm: 0.00560962 (rel: 0.00219) 0.000869657

    INFO  [2017-11-01 22:30:31,568] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,568] breeze.optimize.LBFGS: Val and Grad Norm: 0.00560038 (rel: 0.00165) 0.000472004

    INFO  [2017-11-01 22:30:31,617] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,618] breeze.optimize.LBFGS: Val and Grad Norm: 0.00559759 (rel: 0.000499) 9.43914e-05

    INFO  [2017-11-01 22:30:31,669] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,669] breeze.optimize.LBFGS: Val and Grad Norm: 0.00559711 (rel: 8.59e-05) 0.000129007

    INFO  [2017-11-01 22:30:31,709] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,710] breeze.optimize.LBFGS: Val and Grad Norm: 0.00559657 (rel: 9.64e-05) 0.000193950

    INFO  [2017-11-01 22:30:31,744] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,744] breeze.optimize.LBFGS: Val and Grad Norm: 0.00559476 (rel: 0.000323) 0.000208713

    INFO  [2017-11-01 22:30:31,781] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,781] breeze.optimize.LBFGS: Val and Grad Norm: 0.00559151 (rel: 0.000581) 0.000782203

    INFO  [2017-11-01 22:30:31,880] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,880] breeze.optimize.LBFGS: Val and Grad Norm: 0.00557896 (rel: 0.00224) 0.000320195

    INFO  [2017-11-01 22:30:31,974] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:31,974] breeze.optimize.LBFGS: Val and Grad Norm: 0.00556804 (rel: 0.00196) 0.000258645

    INFO  [2017-11-01 22:30:32,016] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,017] breeze.optimize.LBFGS: Val and Grad Norm: 0.00556185 (rel: 0.00111) 0.000787122

    INFO  [2017-11-01 22:30:32,062] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,062] breeze.optimize.LBFGS: Val and Grad Norm: 0.00555472 (rel: 0.00128) 0.000341954

    INFO  [2017-11-01 22:30:32,114] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,114] breeze.optimize.LBFGS: Val and Grad Norm: 0.00555004 (rel: 0.000843) 0.000576972

    INFO  [2017-11-01 22:30:32,200] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4272662145926842 fval: 0.005547861509881572 rhs: 0.005550040731607308 cdd: 5.535428024881984E-10

    INFO  [2017-11-01 22:30:32,200] breeze.optimize.LBFGS: Step Size: 0.4273

    INFO  [2017-11-01 22:30:32,200] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554786 (rel: 0.000393) 0.000304038

    INFO  [2017-11-01 22:30:32,237] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,237] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554464 (rel: 0.000581) 0.000116756

    INFO  [2017-11-01 22:30:32,273] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,273] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554305 (rel: 0.000287) 7.67759e-05

    INFO  [2017-11-01 22:30:32,305] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,306] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554280 (rel: 4.42e-05) 4.71059e-05

    INFO  [2017-11-01 22:30:32,352] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,352] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554259 (rel: 3.74e-05) 3.16269e-05

    INFO  [2017-11-01 22:30:32,382] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,382] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554221 (rel: 6.86e-05) 4.55774e-05

    INFO  [2017-11-01 22:30:32,427] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,428] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554176 (rel: 8.22e-05) 8.02412e-05

    INFO  [2017-11-01 22:30:32,467] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:32,468] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554091 (rel: 0.000154) 0.000113465

    INFO  [2017-11-01 22:30:32,513] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]] after: {}

    INFO  [2017-11-01 22:30:32,526] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28] after: {}

    INFO  [2017-11-01 22:30:32,528] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []] after: {}

    INFO  [2017-11-01 22:30:33,289] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []]

    INFO  [2017-11-01 22:30:33,292] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]

    INFO  [2017-11-01 22:30:33,295] com.thingworx.analytics.training.ensemble.AbstractEnsembleModel: Training ensemble SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]]

    INFO  [2017-11-01 22:30:33,307] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]

    INFO  [2017-11-01 22:30:33,310] com.thingworx.analytics.signals.SignalAnalyzer: Getting signals 1 at a time.

    WARN  [2017-11-01 22:30:33,505] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 198:

    [rdd_106_0]

    WARN  [2017-11-01 22:30:33,535] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 199:

    [rdd_106_0]

    INFO  [2017-11-01 22:30:33,686] breeze.optimize.StrongWolfeLineSearch: Line search t: 11.615692384753718 fval: 0.032377870838113644 rhs: 0.032631775274175656 cdd: 3.051165380222016E-5

    INFO  [2017-11-01 22:30:33,686] breeze.optimize.LBFGS: Step Size: 11.62

    INFO  [2017-11-01 22:30:33,686] breeze.optimize.LBFGS: Val and Grad Norm: 0.0323779 (rel: 0.00778) 0.00736291

    INFO  [2017-11-01 22:30:33,723] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,723] breeze.optimize.LBFGS: Val and Grad Norm: 0.0321906 (rel: 0.00578) 0.00469031

    INFO  [2017-11-01 22:30:33,759] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,759] breeze.optimize.LBFGS: Val and Grad Norm: 0.0317411 (rel: 0.0140) 0.00593771

    INFO  [2017-11-01 22:30:33,800] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,800] breeze.optimize.LBFGS: Val and Grad Norm: 0.0305706 (rel: 0.0369) 0.0215540

    INFO  [2017-11-01 22:30:33,855] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,856] breeze.optimize.LBFGS: Val and Grad Norm: 0.0294478 (rel: 0.0367) 0.0218952

    INFO  [2017-11-01 22:30:33,901] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,902] breeze.optimize.LBFGS: Val and Grad Norm: 0.0169878 (rel: 0.423) 0.0122038

    INFO  [2017-11-01 22:30:33,936] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,936] breeze.optimize.LBFGS: Val and Grad Norm: 0.0133190 (rel: 0.216) 0.0124033

    INFO  [2017-11-01 22:30:33,981] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:33,981] breeze.optimize.LBFGS: Val and Grad Norm: 0.0131121 (rel: 0.0155) 0.0142616

    INFO  [2017-11-01 22:30:34,021] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,021] breeze.optimize.LBFGS: Val and Grad Norm: 0.0122734 (rel: 0.0640) 0.00520075

    INFO  [2017-11-01 22:30:34,054] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,055] breeze.optimize.LBFGS: Val and Grad Norm: 0.0114743 (rel: 0.0651) 0.00913919

    INFO  [2017-11-01 22:30:34,092] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,092] breeze.optimize.LBFGS: Val and Grad Norm: 0.0109515 (rel: 0.0456) 0.0109935

    INFO  [2017-11-01 22:30:34,139] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,139] breeze.optimize.LBFGS: Val and Grad Norm: 0.00911679 (rel: 0.168) 0.00669335

    INFO  [2017-11-01 22:30:34,181] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,182] breeze.optimize.LBFGS: Val and Grad Norm: 0.00718855 (rel: 0.212) 0.00252714

    INFO  [2017-11-01 22:30:34,224] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,224] breeze.optimize.LBFGS: Val and Grad Norm: 0.00601413 (rel: 0.163) 0.00464869

    INFO  [2017-11-01 22:30:34,296] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.23699042704197992 fval: 0.005674795696832009 rhs: 0.006014071972259267 cdd: -2.684964648839926E-4

    INFO  [2017-11-01 22:30:34,297] breeze.optimize.LBFGS: Step Size: 0.2370

    INFO  [2017-11-01 22:30:34,297] breeze.optimize.LBFGS: Val and Grad Norm: 0.00567480 (rel: 0.0564) 0.00454668

    INFO  [2017-11-01 22:30:34,341] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,342] breeze.optimize.LBFGS: Val and Grad Norm: 0.00541503 (rel: 0.0458) 0.00141356

    INFO  [2017-11-01 22:30:34,378] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,379] breeze.optimize.LBFGS: Val and Grad Norm: 0.00527810 (rel: 0.0253) 0.00104079

    INFO  [2017-11-01 22:30:34,429] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,429] breeze.optimize.LBFGS: Val and Grad Norm: 0.00512984 (rel: 0.0281) 0.00208547

    INFO  [2017-11-01 22:30:34,480] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,480] breeze.optimize.LBFGS: Val and Grad Norm: 0.00507689 (rel: 0.0103) 0.00122701

    INFO  [2017-11-01 22:30:34,513] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,513] breeze.optimize.LBFGS: Val and Grad Norm: 0.00506348 (rel: 0.00264) 0.000439144

    INFO  [2017-11-01 22:30:34,545] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,545] breeze.optimize.LBFGS: Val and Grad Norm: 0.00505087 (rel: 0.00249) 0.000510030

    INFO  [2017-11-01 22:30:34,585] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,585] breeze.optimize.LBFGS: Val and Grad Norm: 0.00499634 (rel: 0.0108) 0.00125289

    INFO  [2017-11-01 22:30:34,619] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,620] breeze.optimize.LBFGS: Val and Grad Norm: 0.00494899 (rel: 0.00948) 0.00135986

    INFO  [2017-11-01 22:30:34,709] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4194967313214759 fval: 0.004870327658815042 rhs: 0.0049489728979551575 cdd: -1.132886227204879E-5

    INFO  [2017-11-01 22:30:34,710] breeze.optimize.LBFGS: Step Size: 0.4195

    INFO  [2017-11-01 22:30:34,710] breeze.optimize.LBFGS: Val and Grad Norm: 0.00487033 (rel: 0.0159) 0.00254272

    INFO  [2017-11-01 22:30:34,742] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,742] breeze.optimize.LBFGS: Val and Grad Norm: 0.00483346 (rel: 0.00757) 0.00342915

    INFO  [2017-11-01 22:30:34,799] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,800] breeze.optimize.LBFGS: Val and Grad Norm: 0.00477451 (rel: 0.0122) 0.00166454

    INFO  [2017-11-01 22:30:34,858] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,858] breeze.optimize.LBFGS: Val and Grad Norm: 0.00474767 (rel: 0.00562) 0.00279957

    INFO  [2017-11-01 22:30:34,901] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,901] breeze.optimize.LBFGS: Val and Grad Norm: 0.00472814 (rel: 0.00411) 0.000588229

    INFO  [2017-11-01 22:30:34,946] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,946] breeze.optimize.LBFGS: Val and Grad Norm: 0.00471394 (rel: 0.00300) 0.000389817

    INFO  [2017-11-01 22:30:34,991] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:34,991] breeze.optimize.LBFGS: Val and Grad Norm: 0.00469013 (rel: 0.00505) 0.000418364

    INFO  [2017-11-01 22:30:35,063] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.3041559323758728 fval: 0.004573966951624027 rhs: 0.00469011418498235 cdd: -1.3699240826507567E-4

    INFO  [2017-11-01 22:30:35,063] breeze.optimize.LBFGS: Step Size: 0.3042

    INFO  [2017-11-01 22:30:35,063] breeze.optimize.LBFGS: Val and Grad Norm: 0.00457397 (rel: 0.0248) 0.00315805

    INFO  [2017-11-01 22:30:35,115] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,115] breeze.optimize.LBFGS: Val and Grad Norm: 0.00453613 (rel: 0.00827) 0.00262754

    INFO  [2017-11-01 22:30:35,191] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.3750736733317681 fval: 0.004520117246084581 rhs: 0.004536125822904598 cdd: 2.053338516912251E-7

    INFO  [2017-11-01 22:30:35,192] breeze.optimize.LBFGS: Step Size: 0.3751

    INFO  [2017-11-01 22:30:35,192] breeze.optimize.LBFGS: Val and Grad Norm: 0.00452012 (rel: 0.00353) 0.000667935

    INFO  [2017-11-01 22:30:35,228] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,229] breeze.optimize.LBFGS: Val and Grad Norm: 0.00450847 (rel: 0.00258) 0.000512498

    INFO  [2017-11-01 22:30:35,270] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,270] breeze.optimize.LBFGS: Val and Grad Norm: 0.00447439 (rel: 0.00756) 0.000498114

    INFO  [2017-11-01 22:30:35,317] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5555844548731297 fval: 0.004354559701866141 rhs: 0.00447436584126146 cdd: -5.051535106634163E-6

    INFO  [2017-11-01 22:30:35,317] breeze.optimize.LBFGS: Step Size: 0.5556

    INFO  [2017-11-01 22:30:35,317] breeze.optimize.LBFGS: Val and Grad Norm: 0.00435456 (rel: 0.0268) 0.000956019

    INFO  [2017-11-01 22:30:35,345] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,345] breeze.optimize.LBFGS: Val and Grad Norm: 0.00421466 (rel: 0.0321) 0.00229488

    INFO  [2017-11-01 22:30:35,401] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5014900413476449 fval: 0.004133265554637537 rhs: 0.0042146420462647 cdd: -4.123161336704387E-8

    INFO  [2017-11-01 22:30:35,401] breeze.optimize.LBFGS: Step Size: 0.5015

    INFO  [2017-11-01 22:30:35,401] breeze.optimize.LBFGS: Val and Grad Norm: 0.00413327 (rel: 0.0193) 0.00146539

    INFO  [2017-11-01 22:30:35,527] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.635097587041975 fval: 0.0040715527640249214 rhs: 0.004133255072969587 cdd: -2.260613676249325E-6

    INFO  [2017-11-01 22:30:35,527] breeze.optimize.LBFGS: Step Size: 0.6351

    INFO  [2017-11-01 22:30:35,528] breeze.optimize.LBFGS: Val and Grad Norm: 0.00407155 (rel: 0.0149) 0.00112420

    INFO  [2017-11-01 22:30:35,575] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,576] breeze.optimize.LBFGS: Val and Grad Norm: 0.00405990 (rel: 0.00286) 0.00131606

    INFO  [2017-11-01 22:30:35,617] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,617] breeze.optimize.LBFGS: Val and Grad Norm: 0.00403747 (rel: 0.00553) 0.00114838

    INFO  [2017-11-01 22:30:35,652] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,653] breeze.optimize.LBFGS: Val and Grad Norm: 0.00400051 (rel: 0.00915) 0.00124055

    INFO  [2017-11-01 22:30:35,699] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,699] breeze.optimize.LBFGS: Val and Grad Norm: 0.00392959 (rel: 0.0177) 0.000868136

    INFO  [2017-11-01 22:30:35,730] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,730] breeze.optimize.LBFGS: Val and Grad Norm: 0.00386975 (rel: 0.0152) 0.00364463

    INFO  [2017-11-01 22:30:35,779] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.45514762872794357 fval: 0.003793192511844189 rhs: 0.0038697400216126006 cdd: 7.561442044662492E-6

    INFO  [2017-11-01 22:30:35,779] breeze.optimize.LBFGS: Step Size: 0.4551

    INFO  [2017-11-01 22:30:35,779] breeze.optimize.LBFGS: Val and Grad Norm: 0.00379319 (rel: 0.0198) 0.000819402

    INFO  [2017-11-01 22:30:35,811] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,811] breeze.optimize.LBFGS: Val and Grad Norm: 0.00377936 (rel: 0.00365) 0.000495151

    INFO  [2017-11-01 22:30:35,859] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,860] breeze.optimize.LBFGS: Val and Grad Norm: 0.00375606 (rel: 0.00617) 0.00111162

    INFO  [2017-11-01 22:30:35,930] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:35,930] breeze.optimize.LBFGS: Val and Grad Norm: 0.00365612 (rel: 0.0266) 0.00205326

    INFO  [2017-11-01 22:30:36,021] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.6768459084884382 fval: 0.003616124611195113 rhs: 0.0036561165448163887 cdd: -2.6933504230095755E-6

    INFO  [2017-11-01 22:30:36,021] breeze.optimize.LBFGS: Step Size: 0.6768

    INFO  [2017-11-01 22:30:36,021] breeze.optimize.LBFGS: Val and Grad Norm: 0.00361612 (rel: 0.0109) 0.00203815

    INFO  [2017-11-01 22:30:36,158] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.3710512421623866 fval: 0.0035982221691734017 rhs: 0.0036161210109362006 cdd: -5.783069474179023E-8

    INFO  [2017-11-01 22:30:36,158] breeze.optimize.LBFGS: Step Size: 0.3711

    INFO  [2017-11-01 22:30:36,158] breeze.optimize.LBFGS: Val and Grad Norm: 0.00359822 (rel: 0.00495) 0.000524289

    INFO  [2017-11-01 22:30:36,200] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,200] breeze.optimize.LBFGS: Val and Grad Norm: 0.00358101 (rel: 0.00478) 0.000305921

    INFO  [2017-11-01 22:30:36,241] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,242] breeze.optimize.LBFGS: Val and Grad Norm: 0.00357399 (rel: 0.00196) 0.000284930

    INFO  [2017-11-01 22:30:36,317] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.35119273408070906 fval: 0.0035680635478536715 rhs: 0.0035739864357768355 cdd: 5.138371062976776E-7

    INFO  [2017-11-01 22:30:36,317] breeze.optimize.LBFGS: Step Size: 0.3512

    INFO  [2017-11-01 22:30:36,317] breeze.optimize.LBFGS: Val and Grad Norm: 0.00356806 (rel: 0.00166) 0.000375261

    INFO  [2017-11-01 22:30:36,349] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,349] breeze.optimize.LBFGS: Val and Grad Norm: 0.00356334 (rel: 0.00132) 0.000353960

    INFO  [2017-11-01 22:30:36,383] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,383] breeze.optimize.LBFGS: Val and Grad Norm: 0.00355283 (rel: 0.00295) 0.000598463

    INFO  [2017-11-01 22:30:36,411] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,411] breeze.optimize.LBFGS: Val and Grad Norm: 0.00351724 (rel: 0.0100) 0.000986137

    INFO  [2017-11-01 22:30:36,443] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,444] breeze.optimize.LBFGS: Val and Grad Norm: 0.00346030 (rel: 0.0162) 0.00153237

    INFO  [2017-11-01 22:30:36,488] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,489] breeze.optimize.LBFGS: Val and Grad Norm: 0.00341986 (rel: 0.0117) 0.000831207

    INFO  [2017-11-01 22:30:36,535] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,535] breeze.optimize.LBFGS: Val and Grad Norm: 0.00338436 (rel: 0.0104) 0.00100381

    INFO  [2017-11-01 22:30:36,593] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.358694089209742 fval: 0.0033707798744762 rhs: 0.0033843541912107174 cdd: -4.658340382682078E-9

    INFO  [2017-11-01 22:30:36,593] breeze.optimize.LBFGS: Step Size: 0.3587

    INFO  [2017-11-01 22:30:36,593] breeze.optimize.LBFGS: Val and Grad Norm: 0.00337078 (rel: 0.00401) 0.000842992

    INFO  [2017-11-01 22:30:36,628] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,628] breeze.optimize.LBFGS: Val and Grad Norm: 0.00335959 (rel: 0.00332) 0.000399573

    INFO  [2017-11-01 22:30:36,662] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,662] breeze.optimize.LBFGS: Val and Grad Norm: 0.00335602 (rel: 0.00106) 0.000292342

    INFO  [2017-11-01 22:30:36,695] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,695] breeze.optimize.LBFGS: Val and Grad Norm: 0.00334956 (rel: 0.00193) 0.000416651

    INFO  [2017-11-01 22:30:36,721] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,721] breeze.optimize.LBFGS: Val and Grad Norm: 0.00334135 (rel: 0.00245) 0.000462033

    INFO  [2017-11-01 22:30:36,746] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,746] breeze.optimize.LBFGS: Val and Grad Norm: 0.00332026 (rel: 0.00631) 0.00217898

    INFO  [2017-11-01 22:30:36,773] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,773] breeze.optimize.LBFGS: Val and Grad Norm: 0.00328816 (rel: 0.00967) 0.00113278

    INFO  [2017-11-01 22:30:36,809] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,809] breeze.optimize.LBFGS: Val and Grad Norm: 0.00325342 (rel: 0.0106) 0.00155343

    INFO  [2017-11-01 22:30:36,850] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,850] breeze.optimize.LBFGS: Val and Grad Norm: 0.00323544 (rel: 0.00553) 0.000828449

    INFO  [2017-11-01 22:30:36,882] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,882] breeze.optimize.LBFGS: Val and Grad Norm: 0.00322029 (rel: 0.00468) 0.000501214

    INFO  [2017-11-01 22:30:36,915] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,915] breeze.optimize.LBFGS: Val and Grad Norm: 0.00320135 (rel: 0.00588) 0.000334113

    INFO  [2017-11-01 22:30:36,947] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:36,948] breeze.optimize.LBFGS: Val and Grad Norm: 0.00317084 (rel: 0.00953) 0.00126690

    INFO  [2017-11-01 22:30:37,003] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.47367202228403393 fval: 0.0031472994253252005 rhs: 0.003170836337722324 cdd: 3.760028779112724E-8

    INFO  [2017-11-01 22:30:37,003] breeze.optimize.LBFGS: Step Size: 0.4737

    INFO  [2017-11-01 22:30:37,003] breeze.optimize.LBFGS: Val and Grad Norm: 0.00314730 (rel: 0.00742) 0.00169269

    INFO  [2017-11-01 22:30:37,030] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,030] breeze.optimize.LBFGS: Val and Grad Norm: 0.00313663 (rel: 0.00339) 0.000647495

    INFO  [2017-11-01 22:30:37,056] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,056] breeze.optimize.LBFGS: Val and Grad Norm: 0.00312125 (rel: 0.00490) 0.000700041

    INFO  [2017-11-01 22:30:37,117] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,117] breeze.optimize.LBFGS: Val and Grad Norm: 0.00310717 (rel: 0.00451) 0.000465409

    INFO  [2017-11-01 22:30:37,152] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,152] breeze.optimize.LBFGS: Val and Grad Norm: 0.00309543 (rel: 0.00378) 0.000311919

    INFO  [2017-11-01 22:30:37,186] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,186] breeze.optimize.LBFGS: Val and Grad Norm: 0.00306756 (rel: 0.00901) 0.000869855

    INFO  [2017-11-01 22:30:37,218] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,218] breeze.optimize.LBFGS: Val and Grad Norm: 0.00303327 (rel: 0.0112) 0.000589851

    INFO  [2017-11-01 22:30:37,242] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,243] breeze.optimize.LBFGS: Val and Grad Norm: 0.00300460 (rel: 0.00945) 0.000804534

    INFO  [2017-11-01 22:30:37,271] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,271] breeze.optimize.LBFGS: Val and Grad Norm: 0.00299385 (rel: 0.00358) 0.000473305

    INFO  [2017-11-01 22:30:37,316] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,316] breeze.optimize.LBFGS: Val and Grad Norm: 0.00298394 (rel: 0.00331) 0.000730007

    INFO  [2017-11-01 22:30:37,367] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,367] breeze.optimize.LBFGS: Val and Grad Norm: 0.00296229 (rel: 0.00725) 0.000782460

    INFO  [2017-11-01 22:30:37,403] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,403] breeze.optimize.LBFGS: Val and Grad Norm: 0.00295401 (rel: 0.00280) 0.00124869

    INFO  [2017-11-01 22:30:37,426] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,426] breeze.optimize.LBFGS: Val and Grad Norm: 0.00294507 (rel: 0.00303) 0.000480257

    INFO  [2017-11-01 22:30:37,455] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,456] breeze.optimize.LBFGS: Val and Grad Norm: 0.00294139 (rel: 0.00125) 0.000340750

    INFO  [2017-11-01 22:30:37,488] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,488] breeze.optimize.LBFGS: Val and Grad Norm: 0.00293344 (rel: 0.00270) 0.000543444

    INFO  [2017-11-01 22:30:37,514] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,514] breeze.optimize.LBFGS: Val and Grad Norm: 0.00291547 (rel: 0.00613) 0.000376455

    INFO  [2017-11-01 22:30:37,540] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,540] breeze.optimize.LBFGS: Val and Grad Norm: 0.00289300 (rel: 0.00771) 0.000463246

    INFO  [2017-11-01 22:30:37,605] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4720190080028608 fval: 0.0028724947056529455 rhs: 0.002892997989973788 cdd: 1.128255827965115E-8

    INFO  [2017-11-01 22:30:37,606] breeze.optimize.LBFGS: Step Size: 0.4720

    INFO  [2017-11-01 22:30:37,606] breeze.optimize.LBFGS: Val and Grad Norm: 0.00287249 (rel: 0.00709) 0.000961969

    INFO  [2017-11-01 22:30:37,633] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,633] breeze.optimize.LBFGS: Val and Grad Norm: 0.00284598 (rel: 0.00923) 0.000389278

    INFO  [2017-11-01 22:30:37,654] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,654] breeze.optimize.LBFGS: Val and Grad Norm: 0.00284308 (rel: 0.00102) 0.000295884

    INFO  [2017-11-01 22:30:37,677] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,677] breeze.optimize.LBFGS: Val and Grad Norm: 0.00284176 (rel: 0.000464) 0.000180177

    INFO  [2017-11-01 22:30:37,701] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,701] breeze.optimize.LBFGS: Val and Grad Norm: 0.00283670 (rel: 0.00178) 0.000431041

    INFO  [2017-11-01 22:30:37,724] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,724] breeze.optimize.LBFGS: Val and Grad Norm: 0.00283305 (rel: 0.00129) 0.000413295

    INFO  [2017-11-01 22:30:37,767] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.29381804720106963 fval: 0.0028295406916001064 rhs: 0.0028330466724270204 cdd: 4.194339357126229E-7

    INFO  [2017-11-01 22:30:37,767] breeze.optimize.LBFGS: Step Size: 0.2938

    INFO  [2017-11-01 22:30:37,767] breeze.optimize.LBFGS: Val and Grad Norm: 0.00282954 (rel: 0.00124) 0.000938056

    INFO  [2017-11-01 22:30:37,791] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,791] breeze.optimize.LBFGS: Val and Grad Norm: 0.00282202 (rel: 0.00266) 0.000177453

    INFO  [2017-11-01 22:30:37,817] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,817] breeze.optimize.LBFGS: Val and Grad Norm: 0.00281762 (rel: 0.00156) 0.000403372

    INFO  [2017-11-01 22:30:37,849] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,849] breeze.optimize.LBFGS: Val and Grad Norm: 0.00281343 (rel: 0.00149) 0.000610121

    INFO  [2017-11-01 22:30:37,892] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,893] breeze.optimize.LBFGS: Val and Grad Norm: 0.00280706 (rel: 0.00226) 0.000498803

    INFO  [2017-11-01 22:30:37,922] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,922] breeze.optimize.LBFGS: Val and Grad Norm: 0.00279857 (rel: 0.00303) 0.000573504

    INFO  [2017-11-01 22:30:37,971] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:37,971] breeze.optimize.LBFGS: Val and Grad Norm: 0.00278922 (rel: 0.00334) 0.00103940

    INFO  [2017-11-01 22:30:38,003] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,003] breeze.optimize.LBFGS: Val and Grad Norm: 0.00277896 (rel: 0.00368) 0.000856153

    INFO  [2017-11-01 22:30:38,028] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,028] breeze.optimize.LBFGS: Val and Grad Norm: 0.00275277 (rel: 0.00942) 0.00108182

    INFO  [2017-11-01 22:30:38,053] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,053] breeze.optimize.LBFGS: Val and Grad Norm: 0.00273964 (rel: 0.00477) 0.000707310

    INFO  [2017-11-01 22:30:38,078] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,078] breeze.optimize.LBFGS: Val and Grad Norm: 0.00273046 (rel: 0.00335) 0.000810253

    INFO  [2017-11-01 22:30:38,103] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,103] breeze.optimize.LBFGS: Val and Grad Norm: 0.00272279 (rel: 0.00281) 0.000847225

    INFO  [2017-11-01 22:30:38,128] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,128] breeze.optimize.LBFGS: Val and Grad Norm: 0.00271870 (rel: 0.00150) 0.000302681

    INFO  [2017-11-01 22:30:38,153] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,154] breeze.optimize.LBFGS: Val and Grad Norm: 0.00271652 (rel: 0.000800) 0.000294867

    INFO  [2017-11-01 22:30:38,177] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,177] breeze.optimize.LBFGS: Val and Grad Norm: 0.00271130 (rel: 0.00192) 0.000301290

    INFO  [2017-11-01 22:30:38,205] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,205] breeze.optimize.LBFGS: Val and Grad Norm: 0.00270132 (rel: 0.00368) 0.000205539

    INFO  [2017-11-01 22:30:38,258] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.45629220064429565 fval: 0.002696043691521084 rhs: 0.0027013201358647224 cdd: -1.52467626340951E-9

    INFO  [2017-11-01 22:30:38,258] breeze.optimize.LBFGS: Step Size: 0.4563

    INFO  [2017-11-01 22:30:38,258] breeze.optimize.LBFGS: Val and Grad Norm: 0.00269604 (rel: 0.00195) 0.000415433

    INFO  [2017-11-01 22:30:38,293] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,293] breeze.optimize.LBFGS: Val and Grad Norm: 0.00268852 (rel: 0.00279) 0.000324426

    INFO  [2017-11-01 22:30:38,325] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,326] breeze.optimize.LBFGS: Val and Grad Norm: 0.00267166 (rel: 0.00627) 0.000815831

    INFO  [2017-11-01 22:30:38,354] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,354] breeze.optimize.LBFGS: Val and Grad Norm: 0.00265651 (rel: 0.00567) 0.000472082

    INFO  [2017-11-01 22:30:38,411] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,411] breeze.optimize.LBFGS: Val and Grad Norm: 0.00264367 (rel: 0.00483) 0.000352795

    INFO  [2017-11-01 22:30:38,547] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,547] breeze.optimize.LBFGS: Val and Grad Norm: 0.00262617 (rel: 0.00662) 0.00152770

    INFO  [2017-11-01 22:30:38,585] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,585] breeze.optimize.LBFGS: Val and Grad Norm: 0.00262533 (rel: 0.000321) 0.00202680

    INFO  [2017-11-01 22:30:38,623] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,623] breeze.optimize.LBFGS: Val and Grad Norm: 0.00260908 (rel: 0.00619) 0.000292080

    INFO  [2017-11-01 22:30:38,663] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,663] breeze.optimize.LBFGS: Val and Grad Norm: 0.00260755 (rel: 0.000587) 0.000362048

    INFO  [2017-11-01 22:30:38,701] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,701] breeze.optimize.LBFGS: Val and Grad Norm: 0.00260584 (rel: 0.000657) 0.000325604

    INFO  [2017-11-01 22:30:38,741] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,741] breeze.optimize.LBFGS: Val and Grad Norm: 0.00259922 (rel: 0.00254) 0.000303938

    INFO  [2017-11-01 22:30:38,777] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,777] breeze.optimize.LBFGS: Val and Grad Norm: 0.00258975 (rel: 0.00364) 0.000975999

    INFO  [2017-11-01 22:30:38,805] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,805] breeze.optimize.LBFGS: Val and Grad Norm: 0.00256592 (rel: 0.00920) 0.00258257

    INFO  [2017-11-01 22:30:38,847] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,848] breeze.optimize.LBFGS: Val and Grad Norm: 0.00253500 (rel: 0.0120) 0.000954128

    INFO  [2017-11-01 22:30:38,901] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:38,902] breeze.optimize.LBFGS: Val and Grad Norm: 0.00250344 (rel: 0.0124) 0.000803447

    INFO  [2017-11-01 22:30:38,983] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.44835804997818896 fval: 0.00248380675901899 rhs: 0.002503440890058086 cdd: 4.800762961905793E-6

    INFO  [2017-11-01 22:30:38,984] breeze.optimize.LBFGS: Step Size: 0.4484

    INFO  [2017-11-01 22:30:38,984] breeze.optimize.LBFGS: Val and Grad Norm: 0.00248381 (rel: 0.00784) 0.00114060

    INFO  [2017-11-01 22:30:39,021] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,021] breeze.optimize.LBFGS: Val and Grad Norm: 0.00247594 (rel: 0.00317) 0.000447750

    INFO  [2017-11-01 22:30:39,060] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,060] breeze.optimize.LBFGS: Val and Grad Norm: 0.00247230 (rel: 0.00147) 0.000241068

    INFO  [2017-11-01 22:30:39,112] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,113] breeze.optimize.LBFGS: Val and Grad Norm: 0.00246608 (rel: 0.00251) 0.000583268

    INFO  [2017-11-01 22:30:39,147] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,147] breeze.optimize.LBFGS: Val and Grad Norm: 0.00246168 (rel: 0.00178) 0.000547716

    INFO  [2017-11-01 22:30:39,219] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.2921373294456675 fval: 0.002463117575081046 rhs: 0.0024616780490139415 cdd: 5.3719870693831086E-5

    INFO  [2017-11-01 22:30:39,247] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.14123126444447678 fval: 0.0024594350928454226 rhs: 0.0024616784964089362 cdd: 9.952794202265939E-8

    INFO  [2017-11-01 22:30:39,248] breeze.optimize.LBFGS: Step Size: 0.1412

    INFO  [2017-11-01 22:30:39,248] breeze.optimize.LBFGS: Val and Grad Norm: 0.00245944 (rel: 0.000912) 0.00107454

    INFO  [2017-11-01 22:30:39,279] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,280] breeze.optimize.LBFGS: Val and Grad Norm: 0.00245342 (rel: 0.00244) 0.000543471

    INFO  [2017-11-01 22:30:39,303] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,304] breeze.optimize.LBFGS: Val and Grad Norm: 0.00244758 (rel: 0.00238) 0.00153670

    INFO  [2017-11-01 22:30:39,327] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,327] breeze.optimize.LBFGS: Val and Grad Norm: 0.00243632 (rel: 0.00460) 0.00135612

    INFO  [2017-11-01 22:30:39,371] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.6507315468754293 fval: 0.002425874082333391 rhs: 0.00243632290492265 cdd: -1.507787246612569E-6

    INFO  [2017-11-01 22:30:39,371] breeze.optimize.LBFGS: Step Size: 0.6507

    INFO  [2017-11-01 22:30:39,371] breeze.optimize.LBFGS: Val and Grad Norm: 0.00242587 (rel: 0.00429) 0.000806136

    INFO  [2017-11-01 22:30:39,395] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,395] breeze.optimize.LBFGS: Val and Grad Norm: 0.00241854 (rel: 0.00302) 0.00252923

    INFO  [2017-11-01 22:30:39,420] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,420] breeze.optimize.LBFGS: Val and Grad Norm: 0.00241491 (rel: 0.00150) 0.00158391

    INFO  [2017-11-01 22:30:39,451] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,452] breeze.optimize.LBFGS: Val and Grad Norm: 0.00239847 (rel: 0.00681) 0.000309611

    INFO  [2017-11-01 22:30:39,473] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,474] breeze.optimize.LBFGS: Val and Grad Norm: 0.00239204 (rel: 0.00268) 0.000883784

    INFO  [2017-11-01 22:30:39,499] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,499] breeze.optimize.LBFGS: Val and Grad Norm: 0.00238810 (rel: 0.00165) 0.000564542

    INFO  [2017-11-01 22:30:39,538] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,538] breeze.optimize.LBFGS: Val and Grad Norm: 0.00238702 (rel: 0.000452) 0.000429818

    INFO  [2017-11-01 22:30:39,566] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,566] breeze.optimize.LBFGS: Val and Grad Norm: 0.00238606 (rel: 0.000401) 0.000514444

    INFO  [2017-11-01 22:30:39,593] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,593] breeze.optimize.LBFGS: Val and Grad Norm: 0.00238354 (rel: 0.00106) 0.000578845

    INFO  [2017-11-01 22:30:39,615] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,615] breeze.optimize.LBFGS: Val and Grad Norm: 0.00238110 (rel: 0.00102) 0.000399596

    INFO  [2017-11-01 22:30:39,638] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,638] breeze.optimize.LBFGS: Val and Grad Norm: 0.00237707 (rel: 0.00169) 0.00111671

    INFO  [2017-11-01 22:30:39,661] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,662] breeze.optimize.LBFGS: Val and Grad Norm: 0.00237529 (rel: 0.000750) 0.000262922

    INFO  [2017-11-01 22:30:39,687] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,687] breeze.optimize.LBFGS: Val and Grad Norm: 0.00237439 (rel: 0.000377) 0.000271537

    INFO  [2017-11-01 22:30:39,729] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4343792825586632 fval: 0.002360701092238338 rhs: 0.0023743907414333957 cdd: 1.2276014678084949E-6

    INFO  [2017-11-01 22:30:39,729] breeze.optimize.LBFGS: Step Size: 0.4344

    INFO  [2017-11-01 22:30:39,729] breeze.optimize.LBFGS: Val and Grad Norm: 0.00236070 (rel: 0.00577) 0.000748657

    INFO  [2017-11-01 22:30:39,755] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,755] breeze.optimize.LBFGS: Val and Grad Norm: 0.00235422 (rel: 0.00275) 0.000604265

    INFO  [2017-11-01 22:30:39,776] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,776] breeze.optimize.LBFGS: Val and Grad Norm: 0.00235197 (rel: 0.000953) 0.000407674

    INFO  [2017-11-01 22:30:39,819] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.12627420142384416 fval: 0.0023516856700521198 rhs: 0.0023519722712441633 cdd: 2.1474353130978904E-7

    INFO  [2017-11-01 22:30:39,819] breeze.optimize.LBFGS: Step Size: 0.1263

    INFO  [2017-11-01 22:30:39,819] breeze.optimize.LBFGS: Val and Grad Norm: 0.00235169 (rel: 0.000122) 0.000202464

    INFO  [2017-11-01 22:30:39,862] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,862] breeze.optimize.LBFGS: Val and Grad Norm: 0.00235135 (rel: 0.000144) 0.000156567

    INFO  [2017-11-01 22:30:39,896] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,896] breeze.optimize.LBFGS: Val and Grad Norm: 0.00235070 (rel: 0.000273) 0.000133507

    INFO  [2017-11-01 22:30:39,941] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:39,942] breeze.optimize.LBFGS: Val and Grad Norm: 0.00234938 (rel: 0.000564) 0.000195546

    INFO  [2017-11-01 22:30:40,008] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,008] breeze.optimize.LBFGS: Val and Grad Norm: 0.00234666 (rel: 0.00116) 0.000342510

    INFO  [2017-11-01 22:30:40,041] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,041] breeze.optimize.LBFGS: Val and Grad Norm: 0.00234133 (rel: 0.00227) 0.000488045

    INFO  [2017-11-01 22:30:40,109] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5283648393988842 fval: 0.0023381049350185423 rhs: 0.00234132913712646 cdd: -2.1625484800298373E-8

    INFO  [2017-11-01 22:30:40,110] breeze.optimize.LBFGS: Step Size: 0.5284

    INFO  [2017-11-01 22:30:40,110] breeze.optimize.LBFGS: Val and Grad Norm: 0.00233810 (rel: 0.00138) 0.00108167

    INFO  [2017-11-01 22:30:40,150] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,150] breeze.optimize.LBFGS: Val and Grad Norm: 0.00233416 (rel: 0.00169) 0.000391739

    INFO  [2017-11-01 22:30:40,188] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,188] breeze.optimize.LBFGS: Val and Grad Norm: 0.00233077 (rel: 0.00145) 0.000250672

    INFO  [2017-11-01 22:30:40,224] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,224] breeze.optimize.LBFGS: Val and Grad Norm: 0.00232875 (rel: 0.000863) 0.000260566

    INFO  [2017-11-01 22:30:40,289] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,289] breeze.optimize.LBFGS: Val and Grad Norm: 0.00232690 (rel: 0.000796) 0.000243382

    INFO  [2017-11-01 22:30:40,364] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.19755450111924633 fval: 0.0023261567209605996 rhs: 0.0023268996956499247 cdd: 1.9036559574290183E-7

    INFO  [2017-11-01 22:30:40,364] breeze.optimize.LBFGS: Step Size: 0.1976

    INFO  [2017-11-01 22:30:40,364] breeze.optimize.LBFGS: Val and Grad Norm: 0.00232616 (rel: 0.000319) 0.000211239

    INFO  [2017-11-01 22:30:40,432] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.6097407271440587 fval: 0.0023235408941421603 rhs: 0.002326156238574282 cdd: -1.702707880730458E-7

    INFO  [2017-11-01 22:30:40,432] breeze.optimize.LBFGS: Step Size: 0.6097

    INFO  [2017-11-01 22:30:40,432] breeze.optimize.LBFGS: Val and Grad Norm: 0.00232354 (rel: 0.00112) 0.000376402

    INFO  [2017-11-01 22:30:40,464] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,464] breeze.optimize.LBFGS: Val and Grad Norm: 0.00232187 (rel: 0.000717) 0.000765339

    INFO  [2017-11-01 22:30:40,499] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,500] breeze.optimize.LBFGS: Val and Grad Norm: 0.00231992 (rel: 0.000841) 0.000780023

    INFO  [2017-11-01 22:30:40,526] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,526] breeze.optimize.LBFGS: Val and Grad Norm: 0.00231932 (rel: 0.000257) 0.000184666

    INFO  [2017-11-01 22:30:40,555] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,555] breeze.optimize.LBFGS: Val and Grad Norm: 0.00231877 (rel: 0.000240) 0.000139073

    INFO  [2017-11-01 22:30:40,596] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:40,596] breeze.optimize.LBFGS: Val and Grad Norm: 0.00231853 (rel: 0.000102) 0.000143498

    INFO  [2017-11-01 22:30:40,597] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]] after: {}

    INFO  [2017-11-01 22:30:40,598] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28] after: {}

    INFO  [2017-11-01 22:30:40,598] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []] after: {}

    INFO  [2017-11-01 22:30:40,966] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []]

    INFO  [2017-11-01 22:30:40,968] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]

    INFO  [2017-11-01 22:30:40,974] com.thingworx.analytics.training.ensemble.AbstractEnsembleModel: Training ensemble SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]]

    INFO  [2017-11-01 22:30:40,989] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]

    INFO  [2017-11-01 22:30:40,995] com.thingworx.analytics.signals.SignalAnalyzer: Getting signals 1 at a time.

    WARN  [2017-11-01 22:30:41,294] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 817:

    [rdd_336_0]

    WARN  [2017-11-01 22:30:41,327] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 818:

    [rdd_336_0]

    INFO  [2017-11-01 22:30:41,494] breeze.optimize.StrongWolfeLineSearch: Line search t: 5.495445973515846 fval: 0.033507864533202494 rhs: 0.03579536268198208 cdd: -8.448246073720718E-5

    INFO  [2017-11-01 22:30:41,494] breeze.optimize.LBFGS: Step Size: 5.495

    INFO  [2017-11-01 22:30:41,494] breeze.optimize.LBFGS: Val and Grad Norm: 0.0335079 (rel: 0.0639) 0.00858691

    INFO  [2017-11-01 22:30:41,546] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,546] breeze.optimize.LBFGS: Val and Grad Norm: 0.0330307 (rel: 0.0142) 0.00883677

    INFO  [2017-11-01 22:30:41,613] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,613] breeze.optimize.LBFGS: Val and Grad Norm: 0.0296458 (rel: 0.102) 0.0185889

    INFO  [2017-11-01 22:30:41,663] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,663] breeze.optimize.LBFGS: Val and Grad Norm: 0.0272028 (rel: 0.0824) 0.0110536

    INFO  [2017-11-01 22:30:41,704] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,704] breeze.optimize.LBFGS: Val and Grad Norm: 0.0254359 (rel: 0.0650) 0.00809998

    INFO  [2017-11-01 22:30:41,748] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,748] breeze.optimize.LBFGS: Val and Grad Norm: 0.0242693 (rel: 0.0459) 0.0247996

    INFO  [2017-11-01 22:30:41,788] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,788] breeze.optimize.LBFGS: Val and Grad Norm: 0.0229326 (rel: 0.0551) 0.0130832

    INFO  [2017-11-01 22:30:41,831] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,831] breeze.optimize.LBFGS: Val and Grad Norm: 0.0214820 (rel: 0.0633) 0.00547595

    INFO  [2017-11-01 22:30:41,872] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,873] breeze.optimize.LBFGS: Val and Grad Norm: 0.0200246 (rel: 0.0678) 0.00477654

    INFO  [2017-11-01 22:30:41,913] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,913] breeze.optimize.LBFGS: Val and Grad Norm: 0.0175689 (rel: 0.123) 0.0112668

    INFO  [2017-11-01 22:30:41,960] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:41,960] breeze.optimize.LBFGS: Val and Grad Norm: 0.0167337 (rel: 0.0475) 0.0185976

    INFO  [2017-11-01 22:30:42,007] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,007] breeze.optimize.LBFGS: Val and Grad Norm: 0.0154292 (rel: 0.0780) 0.00614786

    INFO  [2017-11-01 22:30:42,063] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,064] breeze.optimize.LBFGS: Val and Grad Norm: 0.0138851 (rel: 0.100) 0.0200083

    INFO  [2017-11-01 22:30:42,113] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,113] breeze.optimize.LBFGS: Val and Grad Norm: 0.0123617 (rel: 0.110) 0.00321857

    INFO  [2017-11-01 22:30:42,151] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,151] breeze.optimize.LBFGS: Val and Grad Norm: 0.0122572 (rel: 0.00845) 0.00474504

    INFO  [2017-11-01 22:30:42,221] breeze.optimize.LBFGS: Step Size: 1.500

    INFO  [2017-11-01 22:30:42,221] breeze.optimize.LBFGS: Val and Grad Norm: 0.0113845 (rel: 0.0712) 0.00486212

    INFO  [2017-11-01 22:30:42,287] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1 fval: 0.010954423366695712 rhs: 0.011384447686887136 cdd: -0.0028909560361039728

    INFO  [2017-11-01 22:30:42,287] breeze.optimize.LBFGS: Step Size: 0.1000

    INFO  [2017-11-01 22:30:42,287] breeze.optimize.LBFGS: Val and Grad Norm: 0.0109544 (rel: 0.0378) 0.00693168

    INFO  [2017-11-01 22:30:42,327] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,327] breeze.optimize.LBFGS: Val and Grad Norm: 0.0100401 (rel: 0.0835) 0.00679378

    INFO  [2017-11-01 22:30:42,390] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4470059941033797 fval: 0.009758210808838676 rhs: 0.010040088646375673 cdd: -4.0599876010498186E-7

    INFO  [2017-11-01 22:30:42,390] breeze.optimize.LBFGS: Step Size: 0.4470

    INFO  [2017-11-01 22:30:42,390] breeze.optimize.LBFGS: Val and Grad Norm: 0.00975821 (rel: 0.0281) 0.00380519

    INFO  [2017-11-01 22:30:42,424] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,424] breeze.optimize.LBFGS: Val and Grad Norm: 0.00966426 (rel: 0.00963) 0.00124494

    INFO  [2017-11-01 22:30:42,457] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,457] breeze.optimize.LBFGS: Val and Grad Norm: 0.00960758 (rel: 0.00586) 0.00131398

    INFO  [2017-11-01 22:30:42,502] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,502] breeze.optimize.LBFGS: Val and Grad Norm: 0.00938465 (rel: 0.0232) 0.00149906

    INFO  [2017-11-01 22:30:42,539] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,539] breeze.optimize.LBFGS: Val and Grad Norm: 0.00811776 (rel: 0.135) 0.00186383

    INFO  [2017-11-01 22:30:42,604] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.2788932563320441 fval: 0.0077628267031122295 rhs: 0.008117699089327232 cdd: 9.34744739494375E-5

    INFO  [2017-11-01 22:30:42,604] breeze.optimize.LBFGS: Step Size: 0.2789

    INFO  [2017-11-01 22:30:42,604] breeze.optimize.LBFGS: Val and Grad Norm: 0.00776283 (rel: 0.0437) 0.00863944

    INFO  [2017-11-01 22:30:42,654] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,654] breeze.optimize.LBFGS: Val and Grad Norm: 0.00747530 (rel: 0.0370) 0.000733267

    INFO  [2017-11-01 22:30:42,691] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,691] breeze.optimize.LBFGS: Val and Grad Norm: 0.00745866 (rel: 0.00223) 0.00125815

    INFO  [2017-11-01 22:30:42,729] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,729] breeze.optimize.LBFGS: Val and Grad Norm: 0.00744250 (rel: 0.00217) 0.000555257

    INFO  [2017-11-01 22:30:42,762] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,762] breeze.optimize.LBFGS: Val and Grad Norm: 0.00742308 (rel: 0.00261) 0.000869140

    INFO  [2017-11-01 22:30:42,795] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,795] breeze.optimize.LBFGS: Val and Grad Norm: 0.00738971 (rel: 0.00449) 0.00172771

    INFO  [2017-11-01 22:30:42,833] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,833] breeze.optimize.LBFGS: Val and Grad Norm: 0.00734696 (rel: 0.00579) 0.00115209

    INFO  [2017-11-01 22:30:42,876] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,876] breeze.optimize.LBFGS: Val and Grad Norm: 0.00732042 (rel: 0.00361) 0.000405789

    INFO  [2017-11-01 22:30:42,920] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,920] breeze.optimize.LBFGS: Val and Grad Norm: 0.00729074 (rel: 0.00405) 0.00107713

    INFO  [2017-11-01 22:30:42,977] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:42,977] breeze.optimize.LBFGS: Val and Grad Norm: 0.00727424 (rel: 0.00226) 0.00171639

    INFO  [2017-11-01 22:30:43,022] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,022] breeze.optimize.LBFGS: Val and Grad Norm: 0.00725031 (rel: 0.00329) 0.000610115

    INFO  [2017-11-01 22:30:43,060] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,060] breeze.optimize.LBFGS: Val and Grad Norm: 0.00722995 (rel: 0.00281) 0.00152130

    INFO  [2017-11-01 22:30:43,101] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,102] breeze.optimize.LBFGS: Val and Grad Norm: 0.00721831 (rel: 0.00161) 0.000523840

    INFO  [2017-11-01 22:30:43,145] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,145] breeze.optimize.LBFGS: Val and Grad Norm: 0.00721280 (rel: 0.000763) 0.000500284

    INFO  [2017-11-01 22:30:43,181] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,181] breeze.optimize.LBFGS: Val and Grad Norm: 0.00719829 (rel: 0.00201) 0.000513169

    INFO  [2017-11-01 22:30:43,270] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.214529169419306 fval: 0.007187659573567975 rhs: 0.007198291195900144 cdd: 1.9624628912286057E-5

    INFO  [2017-11-01 22:30:43,271] breeze.optimize.LBFGS: Step Size: 0.2145

    INFO  [2017-11-01 22:30:43,271] breeze.optimize.LBFGS: Val and Grad Norm: 0.00718766 (rel: 0.00148) 0.000350448

    INFO  [2017-11-01 22:30:43,339] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5756882337829936 fval: 0.007170302903055393 rhs: 0.0071876565156398856 cdd: -9.82416412036961E-7

    INFO  [2017-11-01 22:30:43,340] breeze.optimize.LBFGS: Step Size: 0.5757

    INFO  [2017-11-01 22:30:43,340] breeze.optimize.LBFGS: Val and Grad Norm: 0.00717030 (rel: 0.00241) 0.00177009

    INFO  [2017-11-01 22:30:43,382] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,382] breeze.optimize.LBFGS: Val and Grad Norm: 0.00715626 (rel: 0.00196) 0.000768406

    INFO  [2017-11-01 22:30:43,416] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,416] breeze.optimize.LBFGS: Val and Grad Norm: 0.00713799 (rel: 0.00255) 0.000988557

    INFO  [2017-11-01 22:30:43,449] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,449] breeze.optimize.LBFGS: Val and Grad Norm: 0.00712456 (rel: 0.00188) 0.000681384

    INFO  [2017-11-01 22:30:43,493] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,494] breeze.optimize.LBFGS: Val and Grad Norm: 0.00711527 (rel: 0.00130) 0.000500145

    INFO  [2017-11-01 22:30:43,532] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,533] breeze.optimize.LBFGS: Val and Grad Norm: 0.00711424 (rel: 0.000145) 0.00141438

    INFO  [2017-11-01 22:30:43,570] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,570] breeze.optimize.LBFGS: Val and Grad Norm: 0.00711013 (rel: 0.000578) 0.000539896

    INFO  [2017-11-01 22:30:43,607] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,607] breeze.optimize.LBFGS: Val and Grad Norm: 0.00710822 (rel: 0.000268) 0.000323834

    INFO  [2017-11-01 22:30:43,649] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,649] breeze.optimize.LBFGS: Val and Grad Norm: 0.00710317 (rel: 0.000710) 0.000426653

    INFO  [2017-11-01 22:30:43,693] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,693] breeze.optimize.LBFGS: Val and Grad Norm: 0.00709358 (rel: 0.00135) 0.000572848

    INFO  [2017-11-01 22:30:43,735] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,735] breeze.optimize.LBFGS: Val and Grad Norm: 0.00709028 (rel: 0.000465) 0.000224382

    INFO  [2017-11-01 22:30:43,771] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,771] breeze.optimize.LBFGS: Val and Grad Norm: 0.00708768 (rel: 0.000366) 0.000450904

    INFO  [2017-11-01 22:30:43,807] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,807] breeze.optimize.LBFGS: Val and Grad Norm: 0.00708440 (rel: 0.000463) 0.000218286

    INFO  [2017-11-01 22:30:43,848] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,849] breeze.optimize.LBFGS: Val and Grad Norm: 0.00708169 (rel: 0.000383) 0.000457375

    INFO  [2017-11-01 22:30:43,904] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,904] breeze.optimize.LBFGS: Val and Grad Norm: 0.00707880 (rel: 0.000408) 0.000361226

    INFO  [2017-11-01 22:30:43,990] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:43,990] breeze.optimize.LBFGS: Val and Grad Norm: 0.00707474 (rel: 0.000573) 0.000436267

    INFO  [2017-11-01 22:30:44,135] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.3903296471022982 fval: 0.007071872202275497 rhs: 0.007074740194326373 cdd: -1.827970408007888E-8

    INFO  [2017-11-01 22:30:44,135] breeze.optimize.LBFGS: Step Size: 0.3903

    INFO  [2017-11-01 22:30:44,135] breeze.optimize.LBFGS: Val and Grad Norm: 0.00707187 (rel: 0.000405) 0.000736937

    INFO  [2017-11-01 22:30:44,194] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,194] breeze.optimize.LBFGS: Val and Grad Norm: 0.00706480 (rel: 0.00100) 0.000414246

    INFO  [2017-11-01 22:30:44,239] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,239] breeze.optimize.LBFGS: Val and Grad Norm: 0.00705227 (rel: 0.00177) 0.000651118

    INFO  [2017-11-01 22:30:44,284] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,284] breeze.optimize.LBFGS: Val and Grad Norm: 0.00704537 (rel: 0.000979) 0.000897820

    INFO  [2017-11-01 22:30:44,319] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,319] breeze.optimize.LBFGS: Val and Grad Norm: 0.00703454 (rel: 0.00154) 0.000893114

    INFO  [2017-11-01 22:30:44,353] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,353] breeze.optimize.LBFGS: Val and Grad Norm: 0.00701664 (rel: 0.00255) 0.00165103

    INFO  [2017-11-01 22:30:44,390] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,390] breeze.optimize.LBFGS: Val and Grad Norm: 0.00699241 (rel: 0.00345) 0.00116421

    INFO  [2017-11-01 22:30:44,479] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.3048636421651322 fval: 0.006975063419330733 rhs: 0.00699240615173414 cdd: 1.9677572126677643E-5

    INFO  [2017-11-01 22:30:44,479] breeze.optimize.LBFGS: Step Size: 0.3049

    INFO  [2017-11-01 22:30:44,479] breeze.optimize.LBFGS: Val and Grad Norm: 0.00697506 (rel: 0.00248) 0.00162075

    INFO  [2017-11-01 22:30:44,533] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,533] breeze.optimize.LBFGS: Val and Grad Norm: 0.00695499 (rel: 0.00288) 0.00126384

    INFO  [2017-11-01 22:30:44,583] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,583] breeze.optimize.LBFGS: Val and Grad Norm: 0.00694804 (rel: 0.00100) 0.000472374

    INFO  [2017-11-01 22:30:44,639] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,639] breeze.optimize.LBFGS: Val and Grad Norm: 0.00694429 (rel: 0.000540) 0.000327223

    INFO  [2017-11-01 22:30:44,730] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,730] breeze.optimize.LBFGS: Val and Grad Norm: 0.00693076 (rel: 0.00195) 0.000678251

    INFO  [2017-11-01 22:30:44,807] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:44,807] breeze.optimize.LBFGS: Val and Grad Norm: 0.00691303 (rel: 0.00256) 0.000612782

    INFO  [2017-11-01 22:30:44,977] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5186977965878556 fval: 0.0068708488922577075 rhs: 0.006913020188779564 cdd: -3.029739347300943E-6

    INFO  [2017-11-01 22:30:44,977] breeze.optimize.LBFGS: Step Size: 0.5187

    INFO  [2017-11-01 22:30:44,978] breeze.optimize.LBFGS: Val and Grad Norm: 0.00687085 (rel: 0.00610) 0.00236655

    INFO  [2017-11-01 22:30:45,064] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.6508958607278443 fval: 0.006808069138814456 rhs: 0.006870838644445818 cdd: -7.091417243361989E-6

    INFO  [2017-11-01 22:30:45,064] breeze.optimize.LBFGS: Step Size: 0.6509

    INFO  [2017-11-01 22:30:45,064] breeze.optimize.LBFGS: Val and Grad Norm: 0.00680807 (rel: 0.00914) 0.00113647

    INFO  [2017-11-01 22:30:45,117] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,117] breeze.optimize.LBFGS: Val and Grad Norm: 0.00678434 (rel: 0.00349) 0.000459563

    INFO  [2017-11-01 22:30:45,161] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,162] breeze.optimize.LBFGS: Val and Grad Norm: 0.00677837 (rel: 0.000881) 0.00209751

    INFO  [2017-11-01 22:30:45,203] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,203] breeze.optimize.LBFGS: Val and Grad Norm: 0.00677130 (rel: 0.00104) 0.00107457

    INFO  [2017-11-01 22:30:45,245] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,245] breeze.optimize.LBFGS: Val and Grad Norm: 0.00676758 (rel: 0.000550) 0.000427895

    INFO  [2017-11-01 22:30:45,294] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,294] breeze.optimize.LBFGS: Val and Grad Norm: 0.00676530 (rel: 0.000337) 0.000512216

    INFO  [2017-11-01 22:30:45,346] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,346] breeze.optimize.LBFGS: Val and Grad Norm: 0.00675466 (rel: 0.00157) 0.000758337

    INFO  [2017-11-01 22:30:45,457] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5342637513309789 fval: 0.006733900739963882 rhs: 0.006754659453115066 cdd: -1.4929182503315377E-6

    INFO  [2017-11-01 22:30:45,457] breeze.optimize.LBFGS: Step Size: 0.5343

    INFO  [2017-11-01 22:30:45,457] breeze.optimize.LBFGS: Val and Grad Norm: 0.00673390 (rel: 0.00307) 0.00281283

    INFO  [2017-11-01 22:30:45,492] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,492] breeze.optimize.LBFGS: Val and Grad Norm: 0.00671001 (rel: 0.00355) 0.00212399

    INFO  [2017-11-01 22:30:45,528] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,528] breeze.optimize.LBFGS: Val and Grad Norm: 0.00666860 (rel: 0.00617) 0.00139283

    INFO  [2017-11-01 22:30:45,566] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,567] breeze.optimize.LBFGS: Val and Grad Norm: 0.00661467 (rel: 0.00809) 0.000979817

    INFO  [2017-11-01 22:30:45,640] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1711582435457153 fval: 0.0066105797333913885 rhs: 0.006614673394533743 cdd: 4.8178214750584664E-5

    INFO  [2017-11-01 22:30:45,640] breeze.optimize.LBFGS: Step Size: 0.1712

    INFO  [2017-11-01 22:30:45,640] breeze.optimize.LBFGS: Val and Grad Norm: 0.00661058 (rel: 0.000619) 0.00204398

    INFO  [2017-11-01 22:30:45,674] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,674] breeze.optimize.LBFGS: Val and Grad Norm: 0.00657649 (rel: 0.00516) 0.00128265

    INFO  [2017-11-01 22:30:45,708] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,708] breeze.optimize.LBFGS: Val and Grad Norm: 0.00654160 (rel: 0.00531) 0.00194071

    INFO  [2017-11-01 22:30:45,782] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.6583646474095397 fval: 0.006476239036357672 rhs: 0.00654159112271511 cdd: -4.732619176058329E-6

    INFO  [2017-11-01 22:30:45,782] breeze.optimize.LBFGS: Step Size: 0.6584

    INFO  [2017-11-01 22:30:45,782] breeze.optimize.LBFGS: Val and Grad Norm: 0.00647624 (rel: 0.00999) 0.00291926

    INFO  [2017-11-01 22:30:45,823] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,823] breeze.optimize.LBFGS: Val and Grad Norm: 0.00638283 (rel: 0.0144) 0.00314799

    INFO  [2017-11-01 22:30:45,883] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,884] breeze.optimize.LBFGS: Val and Grad Norm: 0.00634696 (rel: 0.00562) 0.00146576

    INFO  [2017-11-01 22:30:45,983] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:45,983] breeze.optimize.LBFGS: Val and Grad Norm: 0.00630202 (rel: 0.00708) 0.00134277

    INFO  [2017-11-01 22:30:46,031] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,031] breeze.optimize.LBFGS: Val and Grad Norm: 0.00623141 (rel: 0.0112) 0.00627389

    INFO  [2017-11-01 22:30:46,074] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,074] breeze.optimize.LBFGS: Val and Grad Norm: 0.00618072 (rel: 0.00813) 0.00267687

    INFO  [2017-11-01 22:30:46,114] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,114] breeze.optimize.LBFGS: Val and Grad Norm: 0.00613889 (rel: 0.00677) 0.000961279

    INFO  [2017-11-01 22:30:46,150] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,150] breeze.optimize.LBFGS: Val and Grad Norm: 0.00604905 (rel: 0.0146) 0.00123694

    INFO  [2017-11-01 22:30:46,189] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,189] breeze.optimize.LBFGS: Val and Grad Norm: 0.00598545 (rel: 0.0105) 0.00908163

    INFO  [2017-11-01 22:30:46,224] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,225] breeze.optimize.LBFGS: Val and Grad Norm: 0.00593220 (rel: 0.00890) 0.00211997

    INFO  [2017-11-01 22:30:46,273] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,273] breeze.optimize.LBFGS: Val and Grad Norm: 0.00588747 (rel: 0.00754) 0.00193953

    INFO  [2017-11-01 22:30:46,369] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4499409454330967 fval: 0.005808566223355501 rhs: 0.00588745085808261 cdd: 1.4978183041636477E-5

    INFO  [2017-11-01 22:30:46,369] breeze.optimize.LBFGS: Step Size: 0.4499

    INFO  [2017-11-01 22:30:46,369] breeze.optimize.LBFGS: Val and Grad Norm: 0.00580857 (rel: 0.0134) 0.00339194

    INFO  [2017-11-01 22:30:46,464] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.18598219111457148 fval: 0.005784415279122463 rhs: 0.0058085606107781676 cdd: 5.584811582634488E-5

    INFO  [2017-11-01 22:30:46,464] breeze.optimize.LBFGS: Step Size: 0.1860

    INFO  [2017-11-01 22:30:46,464] breeze.optimize.LBFGS: Val and Grad Norm: 0.00578442 (rel: 0.00416) 0.00662879

    INFO  [2017-11-01 22:30:46,525] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,525] breeze.optimize.LBFGS: Val and Grad Norm: 0.00572117 (rel: 0.0109) 0.00129311

    INFO  [2017-11-01 22:30:46,593] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,594] breeze.optimize.LBFGS: Val and Grad Norm: 0.00567624 (rel: 0.00785) 0.00125634

    INFO  [2017-11-01 22:30:46,676] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.12481025596421114 fval: 0.0056310144553827395 rhs: 0.005676227386726574 cdd: 6.408803529687224E-5

    INFO  [2017-11-01 22:30:46,676] breeze.optimize.LBFGS: Step Size: 0.1248

    INFO  [2017-11-01 22:30:46,676] breeze.optimize.LBFGS: Val and Grad Norm: 0.00563101 (rel: 0.00797) 0.00224618

    INFO  [2017-11-01 22:30:46,718] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,718] breeze.optimize.LBFGS: Val and Grad Norm: 0.00556481 (rel: 0.0118) 0.00445839

    INFO  [2017-11-01 22:30:46,796] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4645205169635661 fval: 0.005542418046112579 rhs: 0.00556480750853587 cdd: -1.1903889933298878E-8

    INFO  [2017-11-01 22:30:46,796] breeze.optimize.LBFGS: Step Size: 0.4645

    INFO  [2017-11-01 22:30:46,797] breeze.optimize.LBFGS: Val and Grad Norm: 0.00554242 (rel: 0.00402) 0.000531696

    INFO  [2017-11-01 22:30:46,871] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,871] breeze.optimize.LBFGS: Val and Grad Norm: 0.00553573 (rel: 0.00121) 0.000490926

    INFO  [2017-11-01 22:30:46,915] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,915] breeze.optimize.LBFGS: Val and Grad Norm: 0.00552454 (rel: 0.00202) 0.000677966

    INFO  [2017-11-01 22:30:46,956] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,956] breeze.optimize.LBFGS: Val and Grad Norm: 0.00549751 (rel: 0.00489) 0.000932129

    INFO  [2017-11-01 22:30:46,990] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:46,991] breeze.optimize.LBFGS: Val and Grad Norm: 0.00544928 (rel: 0.00877) 0.00158504

    INFO  [2017-11-01 22:30:47,026] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,026] breeze.optimize.LBFGS: Val and Grad Norm: 0.00540816 (rel: 0.00755) 0.00114324

    INFO  [2017-11-01 22:30:47,059] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,059] breeze.optimize.LBFGS: Val and Grad Norm: 0.00537588 (rel: 0.00597) 0.00164675

    INFO  [2017-11-01 22:30:47,100] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,100] breeze.optimize.LBFGS: Val and Grad Norm: 0.00536259 (rel: 0.00247) 0.000479865

    INFO  [2017-11-01 22:30:47,148] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,148] breeze.optimize.LBFGS: Val and Grad Norm: 0.00535509 (rel: 0.00140) 0.000414114

    INFO  [2017-11-01 22:30:47,201] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,201] breeze.optimize.LBFGS: Val and Grad Norm: 0.00533609 (rel: 0.00355) 0.000346995

    INFO  [2017-11-01 22:30:47,288] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.11388502291396796 fval: 0.00533349509089333 rhs: 0.005336087566446604 cdd: 8.26201058897291E-5

    INFO  [2017-11-01 22:30:47,288] breeze.optimize.LBFGS: Step Size: 0.1139

    INFO  [2017-11-01 22:30:47,288] breeze.optimize.LBFGS: Val and Grad Norm: 0.00533350 (rel: 0.000486) 0.00252608

    INFO  [2017-11-01 22:30:47,368] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,368] breeze.optimize.LBFGS: Val and Grad Norm: 0.00531388 (rel: 0.00368) 0.000492488

    INFO  [2017-11-01 22:30:47,430] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,430] breeze.optimize.LBFGS: Val and Grad Norm: 0.00531033 (rel: 0.000668) 0.000431974

    INFO  [2017-11-01 22:30:47,507] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.310808640497814 fval: 0.005306417218136622 rhs: 0.005310330024575474 cdd: 1.8884762463358272E-7

    INFO  [2017-11-01 22:30:47,507] breeze.optimize.LBFGS: Step Size: 0.3108

    INFO  [2017-11-01 22:30:47,507] breeze.optimize.LBFGS: Val and Grad Norm: 0.00530642 (rel: 0.000737) 0.00111539

    INFO  [2017-11-01 22:30:47,544] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,544] breeze.optimize.LBFGS: Val and Grad Norm: 0.00529911 (rel: 0.00138) 0.000805883

    INFO  [2017-11-01 22:30:47,577] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,577] breeze.optimize.LBFGS: Val and Grad Norm: 0.00525933 (rel: 0.00751) 0.000888967

    INFO  [2017-11-01 22:30:47,612] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,612] breeze.optimize.LBFGS: Val and Grad Norm: 0.00520534 (rel: 0.0103) 0.000986076

    INFO  [2017-11-01 22:30:47,645] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,645] breeze.optimize.LBFGS: Val and Grad Norm: 0.00513675 (rel: 0.0132) 0.00335337

    INFO  [2017-11-01 22:30:47,721] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.25116512615870057 fval: 0.005099691468916976 rhs: 0.005136747633375389 cdd: -3.1774749642926006E-7

    INFO  [2017-11-01 22:30:47,721] breeze.optimize.LBFGS: Step Size: 0.2512

    INFO  [2017-11-01 22:30:47,721] breeze.optimize.LBFGS: Val and Grad Norm: 0.00509969 (rel: 0.00722) 0.00178648

    INFO  [2017-11-01 22:30:47,761] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,761] breeze.optimize.LBFGS: Val and Grad Norm: 0.00507587 (rel: 0.00467) 0.00162589

    INFO  [2017-11-01 22:30:47,794] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,795] breeze.optimize.LBFGS: Val and Grad Norm: 0.00506325 (rel: 0.00248) 0.000900085

    INFO  [2017-11-01 22:30:47,837] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,838] breeze.optimize.LBFGS: Val and Grad Norm: 0.00504290 (rel: 0.00402) 0.00145160

    INFO  [2017-11-01 22:30:47,942] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.15806271605617972 fval: 0.005040728980141544 rhs: 0.005042901639123568 cdd: 2.846686890479838E-8

    INFO  [2017-11-01 22:30:47,942] breeze.optimize.LBFGS: Step Size: 0.1581

    INFO  [2017-11-01 22:30:47,942] breeze.optimize.LBFGS: Val and Grad Norm: 0.00504073 (rel: 0.000431) 0.00122978

    INFO  [2017-11-01 22:30:47,980] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:47,980] breeze.optimize.LBFGS: Val and Grad Norm: 0.00503454 (rel: 0.00123) 0.000774987

    INFO  [2017-11-01 22:30:48,014] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,014] breeze.optimize.LBFGS: Val and Grad Norm: 0.00502782 (rel: 0.00133) 0.000365142

    INFO  [2017-11-01 22:30:48,049] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,050] breeze.optimize.LBFGS: Val and Grad Norm: 0.00502327 (rel: 0.000906) 0.000379288

    INFO  [2017-11-01 22:30:48,090] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,090] breeze.optimize.LBFGS: Val and Grad Norm: 0.00501131 (rel: 0.00238) 0.000526384

    INFO  [2017-11-01 22:30:48,167] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.2544433528645069 fval: 0.005006270320116985 rhs: 0.0050113091829674 cdd: 5.3385941398597105E-8

    INFO  [2017-11-01 22:30:48,167] breeze.optimize.LBFGS: Step Size: 0.2544

    INFO  [2017-11-01 22:30:48,167] breeze.optimize.LBFGS: Val and Grad Norm: 0.00500627 (rel: 0.00101) 0.00175080

    INFO  [2017-11-01 22:30:48,205] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,205] breeze.optimize.LBFGS: Val and Grad Norm: 0.00499136 (rel: 0.00298) 0.00130304

    INFO  [2017-11-01 22:30:48,238] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,238] breeze.optimize.LBFGS: Val and Grad Norm: 0.00497098 (rel: 0.00408) 0.00124121

    INFO  [2017-11-01 22:30:48,297] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,297] breeze.optimize.LBFGS: Val and Grad Norm: 0.00495619 (rel: 0.00298) 0.000660544

    INFO  [2017-11-01 22:30:48,344] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,344] breeze.optimize.LBFGS: Val and Grad Norm: 0.00494851 (rel: 0.00155) 0.000801862

    INFO  [2017-11-01 22:30:48,399] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,399] breeze.optimize.LBFGS: Val and Grad Norm: 0.00494294 (rel: 0.00113) 0.000423143

    INFO  [2017-11-01 22:30:48,437] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,437] breeze.optimize.LBFGS: Val and Grad Norm: 0.00494179 (rel: 0.000232) 0.00269283

    INFO  [2017-11-01 22:30:48,472] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,472] breeze.optimize.LBFGS: Val and Grad Norm: 0.00493059 (rel: 0.00227) 0.000893338

    INFO  [2017-11-01 22:30:48,508] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,508] breeze.optimize.LBFGS: Val and Grad Norm: 0.00492783 (rel: 0.000560) 0.000755998

    INFO  [2017-11-01 22:30:48,553] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,553] breeze.optimize.LBFGS: Val and Grad Norm: 0.00491437 (rel: 0.00273) 0.000509922

    INFO  [2017-11-01 22:30:48,603] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,603] breeze.optimize.LBFGS: Val and Grad Norm: 0.00489148 (rel: 0.00466) 0.000437407

    INFO  [2017-11-01 22:30:48,682] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1 fval: 0.005020041691807086 rhs: 0.004891480899128428 cdd: 0.002896281491867744

    INFO  [2017-11-01 22:30:48,713] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.01055058534110076 fval: 0.004889642690507946 rhs: 0.0048914840231484335 cdd: -1.168241970654823E-7

    INFO  [2017-11-01 22:30:48,713] breeze.optimize.LBFGS: Step Size: 0.01055

    INFO  [2017-11-01 22:30:48,713] breeze.optimize.LBFGS: Val and Grad Norm: 0.00488964 (rel: 0.000377) 0.000503306

    INFO  [2017-11-01 22:30:48,748] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,748] breeze.optimize.LBFGS: Val and Grad Norm: 0.00488511 (rel: 0.000928) 0.000276587

    INFO  [2017-11-01 22:30:48,786] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,786] breeze.optimize.LBFGS: Val and Grad Norm: 0.00487972 (rel: 0.00110) 0.000893420

    INFO  [2017-11-01 22:30:48,846] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,846] breeze.optimize.LBFGS: Val and Grad Norm: 0.00487684 (rel: 0.000590) 0.000321838

    INFO  [2017-11-01 22:30:48,910] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,910] breeze.optimize.LBFGS: Val and Grad Norm: 0.00487509 (rel: 0.000358) 0.000306300

    INFO  [2017-11-01 22:30:48,957] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:48,957] breeze.optimize.LBFGS: Val and Grad Norm: 0.00487152 (rel: 0.000733) 0.000683111

    INFO  [2017-11-01 22:30:49,005] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,005] breeze.optimize.LBFGS: Val and Grad Norm: 0.00486850 (rel: 0.000619) 0.000414197

    INFO  [2017-11-01 22:30:49,050] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,051] breeze.optimize.LBFGS: Val and Grad Norm: 0.00486234 (rel: 0.00127) 0.00139027

    INFO  [2017-11-01 22:30:49,150] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.4955869195502711 fval: 0.00485796838291819 rhs: 0.004862339359060127 cdd: 5.339627266449927E-10

    INFO  [2017-11-01 22:30:49,150] breeze.optimize.LBFGS: Step Size: 0.4956

    INFO  [2017-11-01 22:30:49,150] breeze.optimize.LBFGS: Val and Grad Norm: 0.00485797 (rel: 0.000899) 0.00122694

    INFO  [2017-11-01 22:30:49,202] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,202] breeze.optimize.LBFGS: Val and Grad Norm: 0.00485295 (rel: 0.00103) 0.000893248

    INFO  [2017-11-01 22:30:49,249] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,249] breeze.optimize.LBFGS: Val and Grad Norm: 0.00484506 (rel: 0.00163) 0.000569082

    INFO  [2017-11-01 22:30:49,296] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,296] breeze.optimize.LBFGS: Val and Grad Norm: 0.00483737 (rel: 0.00159) 0.000714889

    INFO  [2017-11-01 22:30:49,336] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,336] breeze.optimize.LBFGS: Val and Grad Norm: 0.00482390 (rel: 0.00278) 0.000765177

    INFO  [2017-11-01 22:30:49,375] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,375] breeze.optimize.LBFGS: Val and Grad Norm: 0.00479633 (rel: 0.00572) 0.000685852

    INFO  [2017-11-01 22:30:49,479] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1563129188041873 fval: 0.004797362463788484 rhs: 0.0047963269554171205 cdd: 2.237015372061986E-4

    INFO  [2017-11-01 22:30:49,521] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.0785325387451864 fval: 0.004788983897509139 rhs: 0.00479632835681133 cdd: 1.6736882467785746E-9

    INFO  [2017-11-01 22:30:49,521] breeze.optimize.LBFGS: Step Size: 0.07853

    INFO  [2017-11-01 22:30:49,521] breeze.optimize.LBFGS: Val and Grad Norm: 0.00478898 (rel: 0.00153) 0.00169605

    INFO  [2017-11-01 22:30:49,568] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,568] breeze.optimize.LBFGS: Val and Grad Norm: 0.00474759 (rel: 0.00864) 0.00137014

    INFO  [2017-11-01 22:30:49,655] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.24187002775281452 fval: 0.004743335298901335 rhs: 0.004747586271709668 cdd: 2.7881148289420985E-7

    INFO  [2017-11-01 22:30:49,655] breeze.optimize.LBFGS: Step Size: 0.2419

    INFO  [2017-11-01 22:30:49,655] breeze.optimize.LBFGS: Val and Grad Norm: 0.00474334 (rel: 0.000896) 0.00160230

    INFO  [2017-11-01 22:30:49,723] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,723] breeze.optimize.LBFGS: Val and Grad Norm: 0.00472269 (rel: 0.00435) 0.00297301

    INFO  [2017-11-01 22:30:49,771] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,771] breeze.optimize.LBFGS: Val and Grad Norm: 0.00470905 (rel: 0.00289) 0.000963364

    INFO  [2017-11-01 22:30:49,811] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:49,811] breeze.optimize.LBFGS: Val and Grad Norm: 0.00470247 (rel: 0.00140) 0.00172928

    INFO  [2017-11-01 22:30:49,934] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1885048415859074 fval: 0.004700062890099268 rhs: 0.004702470324261448 cdd: 2.3356770531332154E-7

    INFO  [2017-11-01 22:30:49,934] breeze.optimize.LBFGS: Step Size: 0.1885

    INFO  [2017-11-01 22:30:49,934] breeze.optimize.LBFGS: Val and Grad Norm: 0.00470006 (rel: 0.000512) 0.000972654

    INFO  [2017-11-01 22:30:50,007] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,007] breeze.optimize.LBFGS: Val and Grad Norm: 0.00469409 (rel: 0.00127) 0.000698042

    INFO  [2017-11-01 22:30:50,055] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,055] breeze.optimize.LBFGS: Val and Grad Norm: 0.00468504 (rel: 0.00193) 0.000291459

    INFO  [2017-11-01 22:30:50,120] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,121] breeze.optimize.LBFGS: Val and Grad Norm: 0.00467773 (rel: 0.00156) 0.000673124

    INFO  [2017-11-01 22:30:50,251] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,251] breeze.optimize.LBFGS: Val and Grad Norm: 0.00467187 (rel: 0.00125) 0.000753558

    INFO  [2017-11-01 22:30:50,302] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,302] breeze.optimize.LBFGS: Val and Grad Norm: 0.00466870 (rel: 0.000678) 0.00163601

    INFO  [2017-11-01 22:30:50,405] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,406] breeze.optimize.LBFGS: Val and Grad Norm: 0.00466398 (rel: 0.00101) 0.000751058

    INFO  [2017-11-01 22:30:50,467] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,467] breeze.optimize.LBFGS: Val and Grad Norm: 0.00465541 (rel: 0.00184) 0.000736445

    INFO  [2017-11-01 22:30:50,516] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,516] breeze.optimize.LBFGS: Val and Grad Norm: 0.00464567 (rel: 0.00209) 0.00179288

    INFO  [2017-11-01 22:30:50,578] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,578] breeze.optimize.LBFGS: Val and Grad Norm: 0.00463630 (rel: 0.00202) 0.00165807

    INFO  [2017-11-01 22:30:50,629] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,629] breeze.optimize.LBFGS: Val and Grad Norm: 0.00463130 (rel: 0.00108) 0.00373766

    INFO  [2017-11-01 22:30:50,676] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,676] breeze.optimize.LBFGS: Val and Grad Norm: 0.00461992 (rel: 0.00246) 0.000691230

    INFO  [2017-11-01 22:30:50,726] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,727] breeze.optimize.LBFGS: Val and Grad Norm: 0.00461579 (rel: 0.000893) 0.000692953

    INFO  [2017-11-01 22:30:50,771] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,771] breeze.optimize.LBFGS: Val and Grad Norm: 0.00461166 (rel: 0.000895) 0.00107067

    INFO  [2017-11-01 22:30:50,819] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,819] breeze.optimize.LBFGS: Val and Grad Norm: 0.00460720 (rel: 0.000968) 0.00118731

    INFO  [2017-11-01 22:30:50,912] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.14693071833561433 fval: 0.0046041718379370095 rhs: 0.004607195047502799 cdd: 3.1634257912329435E-7

    INFO  [2017-11-01 22:30:50,912] breeze.optimize.LBFGS: Step Size: 0.1469

    INFO  [2017-11-01 22:30:50,912] breeze.optimize.LBFGS: Val and Grad Norm: 0.00460417 (rel: 0.000656) 0.00145227

    INFO  [2017-11-01 22:30:50,969] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:50,969] breeze.optimize.LBFGS: Val and Grad Norm: 0.00459628 (rel: 0.00171) 0.00131693

    INFO  [2017-11-01 22:30:51,024] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,025] breeze.optimize.LBFGS: Val and Grad Norm: 0.00459529 (rel: 0.000215) 0.00174124

    INFO  [2017-11-01 22:30:51,073] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,073] breeze.optimize.LBFGS: Val and Grad Norm: 0.00458948 (rel: 0.00126) 0.000564451

    INFO  [2017-11-01 22:30:51,122] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,122] breeze.optimize.LBFGS: Val and Grad Norm: 0.00458739 (rel: 0.000456) 0.000644649

    INFO  [2017-11-01 22:30:51,162] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,162] breeze.optimize.LBFGS: Val and Grad Norm: 0.00457812 (rel: 0.00202) 0.00154355

    INFO  [2017-11-01 22:30:51,201] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,201] breeze.optimize.LBFGS: Val and Grad Norm: 0.00456510 (rel: 0.00284) 0.00200550

    INFO  [2017-11-01 22:30:51,240] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,240] breeze.optimize.LBFGS: Val and Grad Norm: 0.00454586 (rel: 0.00421) 0.00127878

    INFO  [2017-11-01 22:30:51,282] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,282] breeze.optimize.LBFGS: Val and Grad Norm: 0.00453364 (rel: 0.00269) 0.00132886

    INFO  [2017-11-01 22:30:51,323] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,323] breeze.optimize.LBFGS: Val and Grad Norm: 0.00452228 (rel: 0.00251) 0.00123200

    INFO  [2017-11-01 22:30:51,363] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,364] breeze.optimize.LBFGS: Val and Grad Norm: 0.00449368 (rel: 0.00632) 0.00184256

    INFO  [2017-11-01 22:30:51,406] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,406] breeze.optimize.LBFGS: Val and Grad Norm: 0.00444432 (rel: 0.0110) 0.00184459

    INFO  [2017-11-01 22:30:51,446] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,446] breeze.optimize.LBFGS: Val and Grad Norm: 0.00438455 (rel: 0.0134) 0.00449816

    INFO  [2017-11-01 22:30:51,491] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,491] breeze.optimize.LBFGS: Val and Grad Norm: 0.00434391 (rel: 0.00927) 0.00174686

    INFO  [2017-11-01 22:30:51,575] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,575] breeze.optimize.LBFGS: Val and Grad Norm: 0.00432374 (rel: 0.00464) 0.00125155

    INFO  [2017-11-01 22:30:51,638] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,638] breeze.optimize.LBFGS: Val and Grad Norm: 0.00431695 (rel: 0.00157) 0.00120106

    INFO  [2017-11-01 22:30:51,686] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,686] breeze.optimize.LBFGS: Val and Grad Norm: 0.00430595 (rel: 0.00255) 0.00146556

    INFO  [2017-11-01 22:30:51,726] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,726] breeze.optimize.LBFGS: Val and Grad Norm: 0.00429479 (rel: 0.00259) 0.000674442

    INFO  [2017-11-01 22:30:51,771] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,771] breeze.optimize.LBFGS: Val and Grad Norm: 0.00428642 (rel: 0.00195) 0.000959056

    INFO  [2017-11-01 22:30:51,819] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,819] breeze.optimize.LBFGS: Val and Grad Norm: 0.00427945 (rel: 0.00163) 0.00208016

    INFO  [2017-11-01 22:30:51,860] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,860] breeze.optimize.LBFGS: Val and Grad Norm: 0.00426193 (rel: 0.00409) 0.00117928

    INFO  [2017-11-01 22:30:51,902] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,903] breeze.optimize.LBFGS: Val and Grad Norm: 0.00424996 (rel: 0.00281) 0.00128766

    INFO  [2017-11-01 22:30:51,943] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:51,943] breeze.optimize.LBFGS: Val and Grad Norm: 0.00423620 (rel: 0.00324) 0.00163980

    INFO  [2017-11-01 22:30:52,022] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1199950589637766 fval: 0.00423452078926527 rhs: 0.004236195453313872 cdd: 8.00446230642456E-7

    INFO  [2017-11-01 22:30:52,022] breeze.optimize.LBFGS: Step Size: 0.1200

    INFO  [2017-11-01 22:30:52,022] breeze.optimize.LBFGS: Val and Grad Norm: 0.00423452 (rel: 0.000395) 0.000623153

    INFO  [2017-11-01 22:30:52,062] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:52,062] breeze.optimize.LBFGS: Val and Grad Norm: 0.00423183 (rel: 0.000636) 0.000414225

    INFO  [2017-11-01 22:30:52,113] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:52,113] breeze.optimize.LBFGS: Val and Grad Norm: 0.00422821 (rel: 0.000854) 0.000584547

    INFO  [2017-11-01 22:30:52,155] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:52,155] breeze.optimize.LBFGS: Val and Grad Norm: 0.00422085 (rel: 0.00174) 0.00124405

    WARN  [2017-11-01 22:30:52,168] org.apache.spark.mllib.optimization.LBFGS: LBFGS training finished but the result is not converged because: max iterations reached

    INFO  [2017-11-01 22:30:52,168] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]] after: {}

    INFO  [2017-11-01 22:30:52,171] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28] after: {}

    INFO  [2017-11-01 22:30:52,172] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []] after: {}

    INFO  [2017-11-01 22:30:52,568] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []]

    INFO  [2017-11-01 22:30:52,575] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]

    INFO  [2017-11-01 22:30:52,578] com.thingworx.analytics.training.ensemble.AbstractEnsembleModel: Training ensemble SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]]

    INFO  [2017-11-01 22:30:52,591] com.thingworx.analytics.training.Learner: Begin training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]

    INFO  [2017-11-01 22:30:52,599] com.thingworx.analytics.signals.SignalAnalyzer: Getting signals 1 at a time.

    WARN  [2017-11-01 22:30:53,020] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 1550:

    [rdd_604_0]

    WARN  [2017-11-01 22:30:53,082] org.apache.spark.executor.Executor: 1 block locks were not released by TID = 1551:

    [rdd_604_0]

    INFO  [2017-11-01 22:30:53,375] breeze.optimize.StrongWolfeLineSearch: Line search t: 6.101810516932632 fval: 0.03379991684694858 rhs: 0.04089896177144237 cdd: -1.661538200236673E-4

    INFO  [2017-11-01 22:30:53,375] breeze.optimize.LBFGS: Step Size: 6.102

    INFO  [2017-11-01 22:30:53,375] breeze.optimize.LBFGS: Val and Grad Norm: 0.0337999 (rel: 0.174) 0.00560813

    INFO  [2017-11-01 22:30:53,453] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,453] breeze.optimize.LBFGS: Val and Grad Norm: 0.0336186 (rel: 0.00536) 0.00468019

    INFO  [2017-11-01 22:30:53,525] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,525] breeze.optimize.LBFGS: Val and Grad Norm: 0.0331626 (rel: 0.0136) 0.00824965

    INFO  [2017-11-01 22:30:53,614] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,614] breeze.optimize.LBFGS: Val and Grad Norm: 0.0316865 (rel: 0.0445) 0.0222679

    INFO  [2017-11-01 22:30:53,689] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,689] breeze.optimize.LBFGS: Val and Grad Norm: 0.0292698 (rel: 0.0763) 0.0450470

    INFO  [2017-11-01 22:30:53,774] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,774] breeze.optimize.LBFGS: Val and Grad Norm: 0.0254892 (rel: 0.129) 0.0463282

    INFO  [2017-11-01 22:30:53,857] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,857] breeze.optimize.LBFGS: Val and Grad Norm: 0.0180540 (rel: 0.292) 0.0116352

    INFO  [2017-11-01 22:30:53,942] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:53,942] breeze.optimize.LBFGS: Val and Grad Norm: 0.0167115 (rel: 0.0744) 0.00578940

    INFO  [2017-11-01 22:30:54,024] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,024] breeze.optimize.LBFGS: Val and Grad Norm: 0.0160827 (rel: 0.0376) 0.0148972

    INFO  [2017-11-01 22:30:54,127] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,127] breeze.optimize.LBFGS: Val and Grad Norm: 0.0153795 (rel: 0.0437) 0.00698789

    INFO  [2017-11-01 22:30:54,201] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,201] breeze.optimize.LBFGS: Val and Grad Norm: 0.0148569 (rel: 0.0340) 0.00404097

    INFO  [2017-11-01 22:30:54,284] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,284] breeze.optimize.LBFGS: Val and Grad Norm: 0.0137554 (rel: 0.0741) 0.0177400

    INFO  [2017-11-01 22:30:54,362] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,362] breeze.optimize.LBFGS: Val and Grad Norm: 0.0129251 (rel: 0.0604) 0.0108087

    INFO  [2017-11-01 22:30:54,439] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,439] breeze.optimize.LBFGS: Val and Grad Norm: 0.0113866 (rel: 0.119) 0.00330374

    INFO  [2017-11-01 22:30:54,520] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,520] breeze.optimize.LBFGS: Val and Grad Norm: 0.0107589 (rel: 0.0551) 0.00361022

    INFO  [2017-11-01 22:30:54,608] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,608] breeze.optimize.LBFGS: Val and Grad Norm: 0.00945648 (rel: 0.121) 0.00482745

    INFO  [2017-11-01 22:30:54,687] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,687] breeze.optimize.LBFGS: Val and Grad Norm: 0.00791413 (rel: 0.163) 0.00738822

    INFO  [2017-11-01 22:30:54,855] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.5055425509677098 fval: 0.007492377970725438 rhs: 0.007914047716815099 cdd: 1.3041659981357962E-7

    INFO  [2017-11-01 22:30:54,855] breeze.optimize.LBFGS: Step Size: 0.5055

    INFO  [2017-11-01 22:30:54,855] breeze.optimize.LBFGS: Val and Grad Norm: 0.00749238 (rel: 0.0533) 0.00448783

    INFO  [2017-11-01 22:30:54,944] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:54,944] breeze.optimize.LBFGS: Val and Grad Norm: 0.00731219 (rel: 0.0240) 0.00417163

    INFO  [2017-11-01 22:30:55,019] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,020] breeze.optimize.LBFGS: Val and Grad Norm: 0.00712054 (rel: 0.0262) 0.00549489

    INFO  [2017-11-01 22:30:55,115] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,115] breeze.optimize.LBFGS: Val and Grad Norm: 0.00673965 (rel: 0.0535) 0.000785317

    INFO  [2017-11-01 22:30:55,203] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,203] breeze.optimize.LBFGS: Val and Grad Norm: 0.00669008 (rel: 0.00735) 0.000892637

    INFO  [2017-11-01 22:30:55,286] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,286] breeze.optimize.LBFGS: Val and Grad Norm: 0.00663660 (rel: 0.00799) 0.000821587

    INFO  [2017-11-01 22:30:55,368] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,368] breeze.optimize.LBFGS: Val and Grad Norm: 0.00649103 (rel: 0.0219) 0.00303211

    INFO  [2017-11-01 22:30:55,443] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,443] breeze.optimize.LBFGS: Val and Grad Norm: 0.00623246 (rel: 0.0398) 0.00506748

    INFO  [2017-11-01 22:30:55,520] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,520] breeze.optimize.LBFGS: Val and Grad Norm: 0.00604321 (rel: 0.0304) 0.00185602

    INFO  [2017-11-01 22:30:55,592] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,592] breeze.optimize.LBFGS: Val and Grad Norm: 0.00590422 (rel: 0.0230) 0.00189387

    INFO  [2017-11-01 22:30:55,682] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,682] breeze.optimize.LBFGS: Val and Grad Norm: 0.00580664 (rel: 0.0165) 0.00212812

    INFO  [2017-11-01 22:30:55,835] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.42564582280074903 fval: 0.005738903583750488 rhs: 0.0058066273011180706 cdd: 3.7631316364510455E-6

    INFO  [2017-11-01 22:30:55,836] breeze.optimize.LBFGS: Step Size: 0.4256

    INFO  [2017-11-01 22:30:55,836] breeze.optimize.LBFGS: Val and Grad Norm: 0.00573890 (rel: 0.0117) 0.00113466

    INFO  [2017-11-01 22:30:55,910] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,910] breeze.optimize.LBFGS: Val and Grad Norm: 0.00566572 (rel: 0.0128) 0.00117106

    INFO  [2017-11-01 22:30:55,985] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:55,985] breeze.optimize.LBFGS: Val and Grad Norm: 0.00556083 (rel: 0.0185) 0.00247117

    INFO  [2017-11-01 22:30:56,057] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,057] breeze.optimize.LBFGS: Val and Grad Norm: 0.00551590 (rel: 0.00808) 0.00197195

    INFO  [2017-11-01 22:30:56,183] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,183] breeze.optimize.LBFGS: Val and Grad Norm: 0.00550459 (rel: 0.00205) 0.000540214

    INFO  [2017-11-01 22:30:56,273] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,273] breeze.optimize.LBFGS: Val and Grad Norm: 0.00549844 (rel: 0.00112) 0.000471677

    INFO  [2017-11-01 22:30:56,370] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,370] breeze.optimize.LBFGS: Val and Grad Norm: 0.00548758 (rel: 0.00198) 0.000533755

    INFO  [2017-11-01 22:30:56,462] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,463] breeze.optimize.LBFGS: Val and Grad Norm: 0.00545723 (rel: 0.00553) 0.000644943

    INFO  [2017-11-01 22:30:56,566] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,566] breeze.optimize.LBFGS: Val and Grad Norm: 0.00542772 (rel: 0.00541) 0.00136833

    INFO  [2017-11-01 22:30:56,647] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,647] breeze.optimize.LBFGS: Val and Grad Norm: 0.00538602 (rel: 0.00768) 0.00152945

    INFO  [2017-11-01 22:30:56,737] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,737] breeze.optimize.LBFGS: Val and Grad Norm: 0.00534219 (rel: 0.00814) 0.00136466

    INFO  [2017-11-01 22:30:56,822] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,822] breeze.optimize.LBFGS: Val and Grad Norm: 0.00523626 (rel: 0.0198) 0.00264633

    INFO  [2017-11-01 22:30:56,905] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,905] breeze.optimize.LBFGS: Val and Grad Norm: 0.00512906 (rel: 0.0205) 0.00415269

    INFO  [2017-11-01 22:30:56,985] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:56,985] breeze.optimize.LBFGS: Val and Grad Norm: 0.00501755 (rel: 0.0217) 0.000865177

    INFO  [2017-11-01 22:30:57,066] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,067] breeze.optimize.LBFGS: Val and Grad Norm: 0.00498537 (rel: 0.00641) 0.00141108

    INFO  [2017-11-01 22:30:57,145] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,146] breeze.optimize.LBFGS: Val and Grad Norm: 0.00491168 (rel: 0.0148) 0.000675095

    INFO  [2017-11-01 22:30:57,310] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.23614415261041866 fval: 0.004898610835850617 rhs: 0.004911678356875422 cdd: 5.347809601597172E-6

    INFO  [2017-11-01 22:30:57,311] breeze.optimize.LBFGS: Step Size: 0.2361

    INFO  [2017-11-01 22:30:57,311] breeze.optimize.LBFGS: Val and Grad Norm: 0.00489861 (rel: 0.00266) 0.000448989

    INFO  [2017-11-01 22:30:57,401] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,401] breeze.optimize.LBFGS: Val and Grad Norm: 0.00487494 (rel: 0.00483) 0.000643723

    INFO  [2017-11-01 22:30:57,480] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,480] breeze.optimize.LBFGS: Val and Grad Norm: 0.00484032 (rel: 0.00710) 0.000892485

    INFO  [2017-11-01 22:30:57,561] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,561] breeze.optimize.LBFGS: Val and Grad Norm: 0.00477168 (rel: 0.0142) 0.000706226

    INFO  [2017-11-01 22:30:57,642] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,642] breeze.optimize.LBFGS: Val and Grad Norm: 0.00470206 (rel: 0.0146) 0.000319485

    INFO  [2017-11-01 22:30:57,717] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,717] breeze.optimize.LBFGS: Val and Grad Norm: 0.00467508 (rel: 0.00574) 0.000794382

    INFO  [2017-11-01 22:30:57,830] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,830] breeze.optimize.LBFGS: Val and Grad Norm: 0.00466085 (rel: 0.00304) 0.000535019

    INFO  [2017-11-01 22:30:57,908] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,908] breeze.optimize.LBFGS: Val and Grad Norm: 0.00465147 (rel: 0.00201) 0.000301803

    INFO  [2017-11-01 22:30:57,983] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:57,983] breeze.optimize.LBFGS: Val and Grad Norm: 0.00464936 (rel: 0.000453) 0.00122178

    INFO  [2017-11-01 22:30:58,058] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,058] breeze.optimize.LBFGS: Val and Grad Norm: 0.00463608 (rel: 0.00286) 0.000533866

    INFO  [2017-11-01 22:30:58,138] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,138] breeze.optimize.LBFGS: Val and Grad Norm: 0.00462671 (rel: 0.00202) 0.000253656

    INFO  [2017-11-01 22:30:58,215] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,215] breeze.optimize.LBFGS: Val and Grad Norm: 0.00461990 (rel: 0.00147) 0.000418267

    INFO  [2017-11-01 22:30:58,299] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,299] breeze.optimize.LBFGS: Val and Grad Norm: 0.00460693 (rel: 0.00281) 0.000358491

    INFO  [2017-11-01 22:30:58,398] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,398] breeze.optimize.LBFGS: Val and Grad Norm: 0.00459278 (rel: 0.00307) 0.000319546

    INFO  [2017-11-01 22:30:58,471] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,472] breeze.optimize.LBFGS: Val and Grad Norm: 0.00453143 (rel: 0.0134) 0.00121958

    INFO  [2017-11-01 22:30:58,544] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,544] breeze.optimize.LBFGS: Val and Grad Norm: 0.00448132 (rel: 0.0111) 0.00277016

    INFO  [2017-11-01 22:30:58,623] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,623] breeze.optimize.LBFGS: Val and Grad Norm: 0.00441990 (rel: 0.0137) 0.000491794

    INFO  [2017-11-01 22:30:58,697] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,697] breeze.optimize.LBFGS: Val and Grad Norm: 0.00439804 (rel: 0.00495) 0.00168556

    INFO  [2017-11-01 22:30:58,781] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,781] breeze.optimize.LBFGS: Val and Grad Norm: 0.00438110 (rel: 0.00385) 0.000621626

    INFO  [2017-11-01 22:30:58,867] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,867] breeze.optimize.LBFGS: Val and Grad Norm: 0.00437288 (rel: 0.00187) 0.000445489

    INFO  [2017-11-01 22:30:58,941] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:58,941] breeze.optimize.LBFGS: Val and Grad Norm: 0.00436693 (rel: 0.00136) 0.000649607

    INFO  [2017-11-01 22:30:59,013] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,013] breeze.optimize.LBFGS: Val and Grad Norm: 0.00436020 (rel: 0.00154) 0.000686090

    INFO  [2017-11-01 22:30:59,094] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,094] breeze.optimize.LBFGS: Val and Grad Norm: 0.00435701 (rel: 0.000732) 0.000258675

    INFO  [2017-11-01 22:30:59,167] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,167] breeze.optimize.LBFGS: Val and Grad Norm: 0.00435461 (rel: 0.000551) 0.000273953

    INFO  [2017-11-01 22:30:59,255] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,255] breeze.optimize.LBFGS: Val and Grad Norm: 0.00434643 (rel: 0.00188) 0.000576541

    INFO  [2017-11-01 22:30:59,330] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,330] breeze.optimize.LBFGS: Val and Grad Norm: 0.00431927 (rel: 0.00625) 0.000867980

    INFO  [2017-11-01 22:30:59,411] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,411] breeze.optimize.LBFGS: Val and Grad Norm: 0.00428675 (rel: 0.00753) 0.000556956

    INFO  [2017-11-01 22:30:59,486] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,486] breeze.optimize.LBFGS: Val and Grad Norm: 0.00425501 (rel: 0.00740) 0.00136402

    INFO  [2017-11-01 22:30:59,572] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,572] breeze.optimize.LBFGS: Val and Grad Norm: 0.00421854 (rel: 0.00857) 0.00150831

    INFO  [2017-11-01 22:30:59,664] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,665] breeze.optimize.LBFGS: Val and Grad Norm: 0.00419153 (rel: 0.00640) 0.00100342

    INFO  [2017-11-01 22:30:59,802] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:30:59,802] breeze.optimize.LBFGS: Val and Grad Norm: 0.00417493 (rel: 0.00396) 0.00124305

    INFO  [2017-11-01 22:31:00,030] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,031] breeze.optimize.LBFGS: Val and Grad Norm: 0.00415200 (rel: 0.00549) 0.000693032

    INFO  [2017-11-01 22:31:00,230] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,230] breeze.optimize.LBFGS: Val and Grad Norm: 0.00414698 (rel: 0.00121) 0.000418307

    INFO  [2017-11-01 22:31:00,385] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,385] breeze.optimize.LBFGS: Val and Grad Norm: 0.00414147 (rel: 0.00133) 0.000267449

    INFO  [2017-11-01 22:31:00,528] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,529] breeze.optimize.LBFGS: Val and Grad Norm: 0.00413817 (rel: 0.000798) 0.000378289

    INFO  [2017-11-01 22:31:00,690] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,690] breeze.optimize.LBFGS: Val and Grad Norm: 0.00412851 (rel: 0.00233) 0.000548191

    INFO  [2017-11-01 22:31:00,846] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,846] breeze.optimize.LBFGS: Val and Grad Norm: 0.00412386 (rel: 0.00113) 0.00191257

    INFO  [2017-11-01 22:31:00,945] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:00,945] breeze.optimize.LBFGS: Val and Grad Norm: 0.00410328 (rel: 0.00499) 0.00121239

    INFO  [2017-11-01 22:31:01,036] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:01,036] breeze.optimize.LBFGS: Val and Grad Norm: 0.00407829 (rel: 0.00609) 0.000590691

    INFO  [2017-11-01 22:31:01,173] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:01,173] breeze.optimize.LBFGS: Val and Grad Norm: 0.00403580 (rel: 0.0104) 0.00113365

    INFO  [2017-11-01 22:31:01,275] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:01,275] breeze.optimize.LBFGS: Val and Grad Norm: 0.00396206 (rel: 0.0183) 0.00148240

    INFO  [2017-11-01 22:31:01,469] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1 fval: 0.004184488189642584 rhs: 0.003962047370888025 cdd: 0.010435247843103086

    INFO  [2017-11-01 22:31:01,576] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.039552310631499 fval: 0.003920108464072492 rhs: 0.003962056301650829 cdd: -1.236389443720571E-4

    INFO  [2017-11-01 22:31:01,576] breeze.optimize.LBFGS: Step Size: 0.03955

    INFO  [2017-11-01 22:31:01,576] breeze.optimize.LBFGS: Val and Grad Norm: 0.00392011 (rel: 0.0106) 0.00186059

    INFO  [2017-11-01 22:31:01,764] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.18754190098973011 fval: 0.003888689422921886 rhs: 0.003920103118955572 cdd: -4.138472962755032E-5

    INFO  [2017-11-01 22:31:01,764] breeze.optimize.LBFGS: Step Size: 0.1875

    INFO  [2017-11-01 22:31:01,764] breeze.optimize.LBFGS: Val and Grad Norm: 0.00388869 (rel: 0.00801) 0.00186728

    INFO  [2017-11-01 22:31:01,851] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:01,851] breeze.optimize.LBFGS: Val and Grad Norm: 0.00384467 (rel: 0.0113) 0.00217031

    INFO  [2017-11-01 22:31:01,947] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:01,947] breeze.optimize.LBFGS: Val and Grad Norm: 0.00382103 (rel: 0.00615) 0.00110079

    INFO  [2017-11-01 22:31:02,027] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,027] breeze.optimize.LBFGS: Val and Grad Norm: 0.00380348 (rel: 0.00459) 0.000503694

    INFO  [2017-11-01 22:31:02,131] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,132] breeze.optimize.LBFGS: Val and Grad Norm: 0.00379270 (rel: 0.00283) 0.000429605

    INFO  [2017-11-01 22:31:02,205] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,205] breeze.optimize.LBFGS: Val and Grad Norm: 0.00376518 (rel: 0.00726) 0.000656071

    INFO  [2017-11-01 22:31:02,280] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,280] breeze.optimize.LBFGS: Val and Grad Norm: 0.00375970 (rel: 0.00146) 0.00109628

    INFO  [2017-11-01 22:31:02,380] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,380] breeze.optimize.LBFGS: Val and Grad Norm: 0.00374172 (rel: 0.00478) 0.000514807

    INFO  [2017-11-01 22:31:02,458] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,458] breeze.optimize.LBFGS: Val and Grad Norm: 0.00371687 (rel: 0.00664) 0.000553919

    INFO  [2017-11-01 22:31:02,531] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,531] breeze.optimize.LBFGS: Val and Grad Norm: 0.00369650 (rel: 0.00548) 0.00110738

    INFO  [2017-11-01 22:31:02,619] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,619] breeze.optimize.LBFGS: Val and Grad Norm: 0.00366652 (rel: 0.00811) 0.00115961

    INFO  [2017-11-01 22:31:02,695] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,695] breeze.optimize.LBFGS: Val and Grad Norm: 0.00361342 (rel: 0.0145) 0.00140896

    INFO  [2017-11-01 22:31:02,767] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,767] breeze.optimize.LBFGS: Val and Grad Norm: 0.00360990 (rel: 0.000973) 0.00137620

    INFO  [2017-11-01 22:31:02,851] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,851] breeze.optimize.LBFGS: Val and Grad Norm: 0.00360058 (rel: 0.00258) 0.000440406

    INFO  [2017-11-01 22:31:02,932] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:02,932] breeze.optimize.LBFGS: Val and Grad Norm: 0.00359494 (rel: 0.00157) 0.000333658

    INFO  [2017-11-01 22:31:03,010] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,010] breeze.optimize.LBFGS: Val and Grad Norm: 0.00358141 (rel: 0.00376) 0.000745735

    INFO  [2017-11-01 22:31:03,146] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,146] breeze.optimize.LBFGS: Val and Grad Norm: 0.00356591 (rel: 0.00433) 0.000692529

    INFO  [2017-11-01 22:31:03,266] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,266] breeze.optimize.LBFGS: Val and Grad Norm: 0.00354765 (rel: 0.00512) 0.000730171

    INFO  [2017-11-01 22:31:03,341] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,341] breeze.optimize.LBFGS: Val and Grad Norm: 0.00353065 (rel: 0.00479) 0.000869932

    INFO  [2017-11-01 22:31:03,443] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,443] breeze.optimize.LBFGS: Val and Grad Norm: 0.00351260 (rel: 0.00511) 0.00107681

    INFO  [2017-11-01 22:31:03,546] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,546] breeze.optimize.LBFGS: Val and Grad Norm: 0.00346282 (rel: 0.0142) 0.000710652

    INFO  [2017-11-01 22:31:03,639] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,639] breeze.optimize.LBFGS: Val and Grad Norm: 0.00343061 (rel: 0.00930) 0.00106987

    INFO  [2017-11-01 22:31:03,726] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,726] breeze.optimize.LBFGS: Val and Grad Norm: 0.00339218 (rel: 0.0112) 0.00151382

    INFO  [2017-11-01 22:31:03,801] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,801] breeze.optimize.LBFGS: Val and Grad Norm: 0.00336434 (rel: 0.00821) 0.000439260

    INFO  [2017-11-01 22:31:03,887] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,887] breeze.optimize.LBFGS: Val and Grad Norm: 0.00335065 (rel: 0.00407) 0.000712203

    INFO  [2017-11-01 22:31:03,963] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:03,963] breeze.optimize.LBFGS: Val and Grad Norm: 0.00334808 (rel: 0.000766) 0.00152874

    INFO  [2017-11-01 22:31:04,038] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,038] breeze.optimize.LBFGS: Val and Grad Norm: 0.00334054 (rel: 0.00225) 0.000309665

    INFO  [2017-11-01 22:31:04,124] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,124] breeze.optimize.LBFGS: Val and Grad Norm: 0.00333939 (rel: 0.000346) 0.000261820

    INFO  [2017-11-01 22:31:04,226] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,226] breeze.optimize.LBFGS: Val and Grad Norm: 0.00333429 (rel: 0.00152) 0.000526663

    INFO  [2017-11-01 22:31:04,307] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,307] breeze.optimize.LBFGS: Val and Grad Norm: 0.00332898 (rel: 0.00159) 0.000709492

    INFO  [2017-11-01 22:31:04,382] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,382] breeze.optimize.LBFGS: Val and Grad Norm: 0.00331520 (rel: 0.00414) 0.000795082

    INFO  [2017-11-01 22:31:04,461] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,461] breeze.optimize.LBFGS: Val and Grad Norm: 0.00330787 (rel: 0.00221) 0.00179828

    INFO  [2017-11-01 22:31:04,543] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,543] breeze.optimize.LBFGS: Val and Grad Norm: 0.00327234 (rel: 0.0107) 0.00101917

    INFO  [2017-11-01 22:31:04,618] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,618] breeze.optimize.LBFGS: Val and Grad Norm: 0.00326043 (rel: 0.00364) 0.000502999

    INFO  [2017-11-01 22:31:04,782] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.3435770509584105 fval: 0.0032540325443303733 rhs: 0.0032604295596317446 cdd: 1.3130102401089054E-7

    INFO  [2017-11-01 22:31:04,782] breeze.optimize.LBFGS: Step Size: 0.3436

    INFO  [2017-11-01 22:31:04,782] breeze.optimize.LBFGS: Val and Grad Norm: 0.00325403 (rel: 0.00196) 0.000831956

    INFO  [2017-11-01 22:31:04,864] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,865] breeze.optimize.LBFGS: Val and Grad Norm: 0.00324587 (rel: 0.00251) 0.000530169

    INFO  [2017-11-01 22:31:04,943] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:04,943] breeze.optimize.LBFGS: Val and Grad Norm: 0.00323782 (rel: 0.00248) 0.000609647

    INFO  [2017-11-01 22:31:05,017] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,017] breeze.optimize.LBFGS: Val and Grad Norm: 0.00322018 (rel: 0.00545) 0.00131096

    INFO  [2017-11-01 22:31:05,100] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,101] breeze.optimize.LBFGS: Val and Grad Norm: 0.00319841 (rel: 0.00676) 0.00139018

    INFO  [2017-11-01 22:31:05,290] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.25927612961364244 fval: 0.003188280478844334 rhs: 0.0031984046935192275 cdd: 2.1621871368402416E-7

    INFO  [2017-11-01 22:31:05,290] breeze.optimize.LBFGS: Step Size: 0.2593

    INFO  [2017-11-01 22:31:05,290] breeze.optimize.LBFGS: Val and Grad Norm: 0.00318828 (rel: 0.00317) 0.00245864

    INFO  [2017-11-01 22:31:05,372] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,372] breeze.optimize.LBFGS: Val and Grad Norm: 0.00316154 (rel: 0.00839) 0.00122502

    INFO  [2017-11-01 22:31:05,477] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,477] breeze.optimize.LBFGS: Val and Grad Norm: 0.00314953 (rel: 0.00380) 0.000481246

    INFO  [2017-11-01 22:31:05,565] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,565] breeze.optimize.LBFGS: Val and Grad Norm: 0.00314327 (rel: 0.00199) 0.000483130

    INFO  [2017-11-01 22:31:05,644] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,644] breeze.optimize.LBFGS: Val and Grad Norm: 0.00313693 (rel: 0.00202) 0.000548420

    INFO  [2017-11-01 22:31:05,727] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,727] breeze.optimize.LBFGS: Val and Grad Norm: 0.00311547 (rel: 0.00684) 0.000850030

    INFO  [2017-11-01 22:31:05,885] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.37657139106167115 fval: 0.003106902865669756 rhs: 0.0031154731032593977 cdd: 6.532229257859127E-8

    INFO  [2017-11-01 22:31:05,885] breeze.optimize.LBFGS: Step Size: 0.3766

    INFO  [2017-11-01 22:31:05,885] breeze.optimize.LBFGS: Val and Grad Norm: 0.00310690 (rel: 0.00275) 0.00107846

    INFO  [2017-11-01 22:31:05,967] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:05,967] breeze.optimize.LBFGS: Val and Grad Norm: 0.00309215 (rel: 0.00475) 0.000431622

    INFO  [2017-11-01 22:31:06,044] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,044] breeze.optimize.LBFGS: Val and Grad Norm: 0.00308370 (rel: 0.00273) 0.000391310

    INFO  [2017-11-01 22:31:06,217] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.47880316101777287 fval: 0.003074545319882242 rhs: 0.003083693467073106 cdd: 5.893530488547695E-9

    INFO  [2017-11-01 22:31:06,217] breeze.optimize.LBFGS: Step Size: 0.4788

    INFO  [2017-11-01 22:31:06,217] breeze.optimize.LBFGS: Val and Grad Norm: 0.00307455 (rel: 0.00297) 0.00122851

    INFO  [2017-11-01 22:31:06,313] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,313] breeze.optimize.LBFGS: Val and Grad Norm: 0.00306329 (rel: 0.00366) 0.00112712

    INFO  [2017-11-01 22:31:06,394] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,394] breeze.optimize.LBFGS: Val and Grad Norm: 0.00304945 (rel: 0.00452) 0.000578283

    INFO  [2017-11-01 22:31:06,479] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,479] breeze.optimize.LBFGS: Val and Grad Norm: 0.00303746 (rel: 0.00393) 0.000765666

    INFO  [2017-11-01 22:31:06,577] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,577] breeze.optimize.LBFGS: Val and Grad Norm: 0.00301904 (rel: 0.00606) 0.00101810

    INFO  [2017-11-01 22:31:06,659] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,659] breeze.optimize.LBFGS: Val and Grad Norm: 0.00301030 (rel: 0.00290) 0.00129238

    INFO  [2017-11-01 22:31:06,746] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,746] breeze.optimize.LBFGS: Val and Grad Norm: 0.00299586 (rel: 0.00480) 0.000444558

    INFO  [2017-11-01 22:31:06,831] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,831] breeze.optimize.LBFGS: Val and Grad Norm: 0.00299129 (rel: 0.00153) 0.000314061

    INFO  [2017-11-01 22:31:06,907] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,907] breeze.optimize.LBFGS: Val and Grad Norm: 0.00298682 (rel: 0.00149) 0.000506848

    INFO  [2017-11-01 22:31:06,987] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:06,987] breeze.optimize.LBFGS: Val and Grad Norm: 0.00297733 (rel: 0.00318) 0.000823424

    INFO  [2017-11-01 22:31:07,062] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,062] breeze.optimize.LBFGS: Val and Grad Norm: 0.00295934 (rel: 0.00604) 0.00105737

    INFO  [2017-11-01 22:31:07,149] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,149] breeze.optimize.LBFGS: Val and Grad Norm: 0.00294845 (rel: 0.00368) 0.00196860

    INFO  [2017-11-01 22:31:07,229] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,229] breeze.optimize.LBFGS: Val and Grad Norm: 0.00291791 (rel: 0.0104) 0.000727986

    INFO  [2017-11-01 22:31:07,320] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,320] breeze.optimize.LBFGS: Val and Grad Norm: 0.00290590 (rel: 0.00412) 0.000413687

    INFO  [2017-11-01 22:31:07,398] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,398] breeze.optimize.LBFGS: Val and Grad Norm: 0.00290200 (rel: 0.00134) 0.000469465

    INFO  [2017-11-01 22:31:07,475] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,475] breeze.optimize.LBFGS: Val and Grad Norm: 0.00289858 (rel: 0.00118) 0.000469397

    INFO  [2017-11-01 22:31:07,549] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,549] breeze.optimize.LBFGS: Val and Grad Norm: 0.00288641 (rel: 0.00420) 0.000510390

    INFO  [2017-11-01 22:31:07,697] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.42681875649550916 fval: 0.0028836655399046055 rhs: 0.0028864121586357093 cdd: 1.0179940505675701E-9

    INFO  [2017-11-01 22:31:07,697] breeze.optimize.LBFGS: Step Size: 0.4268

    INFO  [2017-11-01 22:31:07,697] breeze.optimize.LBFGS: Val and Grad Norm: 0.00288367 (rel: 0.000952) 0.000415750

    INFO  [2017-11-01 22:31:07,787] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,787] breeze.optimize.LBFGS: Val and Grad Norm: 0.00288097 (rel: 0.000935) 0.000252532

    INFO  [2017-11-01 22:31:07,886] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,886] breeze.optimize.LBFGS: Val and Grad Norm: 0.00287866 (rel: 0.000802) 0.000296194

    INFO  [2017-11-01 22:31:07,971] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:07,971] breeze.optimize.LBFGS: Val and Grad Norm: 0.00286934 (rel: 0.00324) 0.000602962

    INFO  [2017-11-01 22:31:08,054] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,054] breeze.optimize.LBFGS: Val and Grad Norm: 0.00285069 (rel: 0.00650) 0.000808899

    INFO  [2017-11-01 22:31:08,226] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.47831097423028035 fval: 0.0028370322063180587 rhs: 0.002850685356422777 cdd: 3.3622213128566036E-8

    INFO  [2017-11-01 22:31:08,226] breeze.optimize.LBFGS: Step Size: 0.4783

    INFO  [2017-11-01 22:31:08,226] breeze.optimize.LBFGS: Val and Grad Norm: 0.00283703 (rel: 0.00479) 0.00187918

    INFO  [2017-11-01 22:31:08,316] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,316] breeze.optimize.LBFGS: Val and Grad Norm: 0.00281633 (rel: 0.00730) 0.00128787

    INFO  [2017-11-01 22:31:08,415] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,415] breeze.optimize.LBFGS: Val and Grad Norm: 0.00280730 (rel: 0.00321) 0.000867814

    INFO  [2017-11-01 22:31:08,557] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,557] breeze.optimize.LBFGS: Val and Grad Norm: 0.00279890 (rel: 0.00299) 0.000309894

    INFO  [2017-11-01 22:31:08,662] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,662] breeze.optimize.LBFGS: Val and Grad Norm: 0.00279544 (rel: 0.00124) 0.000341021

    INFO  [2017-11-01 22:31:08,760] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,760] breeze.optimize.LBFGS: Val and Grad Norm: 0.00278873 (rel: 0.00240) 0.000406528

    INFO  [2017-11-01 22:31:08,848] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,848] breeze.optimize.LBFGS: Val and Grad Norm: 0.00277620 (rel: 0.00449) 0.000720850

    INFO  [2017-11-01 22:31:08,936] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:08,936] breeze.optimize.LBFGS: Val and Grad Norm: 0.00276370 (rel: 0.00450) 0.000616985

    INFO  [2017-11-01 22:31:09,055] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,055] breeze.optimize.LBFGS: Val and Grad Norm: 0.00275307 (rel: 0.00385) 0.000430295

    INFO  [2017-11-01 22:31:09,155] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,155] breeze.optimize.LBFGS: Val and Grad Norm: 0.00273048 (rel: 0.00820) 0.000571938

    INFO  [2017-11-01 22:31:09,242] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,242] breeze.optimize.LBFGS: Val and Grad Norm: 0.00270782 (rel: 0.00830) 0.000886510

    INFO  [2017-11-01 22:31:09,324] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,324] breeze.optimize.LBFGS: Val and Grad Norm: 0.00269149 (rel: 0.00603) 0.000423609

    INFO  [2017-11-01 22:31:09,465] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.38614621926256 fval: 0.0026889822861586015 rhs: 0.0026914895715266793 cdd: -7.791557488808237E-12

    INFO  [2017-11-01 22:31:09,465] breeze.optimize.LBFGS: Step Size: 0.3861

    INFO  [2017-11-01 22:31:09,465] breeze.optimize.LBFGS: Val and Grad Norm: 0.00268898 (rel: 0.000932) 0.000559339

    INFO  [2017-11-01 22:31:09,546] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,546] breeze.optimize.LBFGS: Val and Grad Norm: 0.00268579 (rel: 0.00119) 0.000298200

    INFO  [2017-11-01 22:31:09,629] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,629] breeze.optimize.LBFGS: Val and Grad Norm: 0.00268213 (rel: 0.00136) 0.000457186

    INFO  [2017-11-01 22:31:09,709] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,709] breeze.optimize.LBFGS: Val and Grad Norm: 0.00267912 (rel: 0.00112) 0.000518017

    INFO  [2017-11-01 22:31:09,786] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,786] breeze.optimize.LBFGS: Val and Grad Norm: 0.00267403 (rel: 0.00190) 0.000928572

    INFO  [2017-11-01 22:31:09,866] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,866] breeze.optimize.LBFGS: Val and Grad Norm: 0.00267327 (rel: 0.000283) 0.000853976

    INFO  [2017-11-01 22:31:09,940] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:09,940] breeze.optimize.LBFGS: Val and Grad Norm: 0.00266917 (rel: 0.00153) 0.000299127

    INFO  [2017-11-01 22:31:10,018] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,018] breeze.optimize.LBFGS: Val and Grad Norm: 0.00266782 (rel: 0.000508) 0.000220568

    INFO  [2017-11-01 22:31:10,116] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,116] breeze.optimize.LBFGS: Val and Grad Norm: 0.00266480 (rel: 0.00113) 0.000266753

    INFO  [2017-11-01 22:31:10,221] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,221] breeze.optimize.LBFGS: Val and Grad Norm: 0.00266070 (rel: 0.00154) 0.000370022

    INFO  [2017-11-01 22:31:10,333] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,333] breeze.optimize.LBFGS: Val and Grad Norm: 0.00265340 (rel: 0.00274) 0.000423764

    INFO  [2017-11-01 22:31:10,430] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,430] breeze.optimize.LBFGS: Val and Grad Norm: 0.00264436 (rel: 0.00340) 0.000567671

    INFO  [2017-11-01 22:31:10,608] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1664718266313907 fval: 0.0026426799398549987 rhs: 0.0026443629734330862 cdd: 3.8629861539974763E-8

    INFO  [2017-11-01 22:31:10,608] breeze.optimize.LBFGS: Step Size: 0.1665

    INFO  [2017-11-01 22:31:10,608] breeze.optimize.LBFGS: Val and Grad Norm: 0.00264268 (rel: 0.000637) 0.000320449

    INFO  [2017-11-01 22:31:10,706] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,706] breeze.optimize.LBFGS: Val and Grad Norm: 0.00263991 (rel: 0.00105) 0.000250456

    INFO  [2017-11-01 22:31:10,792] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,792] breeze.optimize.LBFGS: Val and Grad Norm: 0.00263493 (rel: 0.00189) 0.000472169

    INFO  [2017-11-01 22:31:10,886] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:10,886] breeze.optimize.LBFGS: Val and Grad Norm: 0.00263097 (rel: 0.00150) 0.000462322

    INFO  [2017-11-01 22:31:11,002] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,002] breeze.optimize.LBFGS: Val and Grad Norm: 0.00262628 (rel: 0.00179) 0.00149230

    INFO  [2017-11-01 22:31:11,082] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,082] breeze.optimize.LBFGS: Val and Grad Norm: 0.00261759 (rel: 0.00331) 0.000522485

    INFO  [2017-11-01 22:31:11,166] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,166] breeze.optimize.LBFGS: Val and Grad Norm: 0.00261125 (rel: 0.00242) 0.000559596

    INFO  [2017-11-01 22:31:11,260] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,260] breeze.optimize.LBFGS: Val and Grad Norm: 0.00260709 (rel: 0.00159) 0.000768063

    INFO  [2017-11-01 22:31:11,345] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,345] breeze.optimize.LBFGS: Val and Grad Norm: 0.00259311 (rel: 0.00536) 0.00111610

    INFO  [2017-11-01 22:31:11,430] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,430] breeze.optimize.LBFGS: Val and Grad Norm: 0.00257346 (rel: 0.00758) 0.00117966

    INFO  [2017-11-01 22:31:11,509] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,509] breeze.optimize.LBFGS: Val and Grad Norm: 0.00254629 (rel: 0.0106) 0.00110474

    INFO  [2017-11-01 22:31:11,656] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.1 fval: 0.002534674299484793 rhs: 0.002546287159670664 cdd: 1.0868287336660194E-5

    INFO  [2017-11-01 22:31:11,656] breeze.optimize.LBFGS: Step Size: 0.1000

    INFO  [2017-11-01 22:31:11,656] breeze.optimize.LBFGS: Val and Grad Norm: 0.00253467 (rel: 0.00456) 0.00118621

    INFO  [2017-11-01 22:31:11,812] breeze.optimize.StrongWolfeLineSearch: Line search t: 0.14117029215353227 fval: 0.002529698612630753 rhs: 0.0025346732904471063 cdd: 4.5071335106149334E-7

    INFO  [2017-11-01 22:31:11,813] breeze.optimize.LBFGS: Step Size: 0.1412

    INFO  [2017-11-01 22:31:11,813] breeze.optimize.LBFGS: Val and Grad Norm: 0.00252970 (rel: 0.00196) 0.00124060

    INFO  [2017-11-01 22:31:11,917] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:11,918] breeze.optimize.LBFGS: Val and Grad Norm: 0.00250873 (rel: 0.00829) 0.000378540

    INFO  [2017-11-01 22:31:12,020] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:12,021] breeze.optimize.LBFGS: Val and Grad Norm: 0.00250273 (rel: 0.00239) 0.000321313

    INFO  [2017-11-01 22:31:12,107] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:12,107] breeze.optimize.LBFGS: Val and Grad Norm: 0.00250058 (rel: 0.000857) 0.000265567

    INFO  [2017-11-01 22:31:12,191] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:12,191] breeze.optimize.LBFGS: Val and Grad Norm: 0.00249635 (rel: 0.00169) 0.00103496

    INFO  [2017-11-01 22:31:12,265] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:12,265] breeze.optimize.LBFGS: Val and Grad Norm: 0.00249235 (rel: 0.00160) 0.000585300

    INFO  [2017-11-01 22:31:12,350] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:12,350] breeze.optimize.LBFGS: Val and Grad Norm: 0.00248983 (rel: 0.00101) 0.000351804

    INFO  [2017-11-01 22:31:12,432] breeze.optimize.LBFGS: Step Size: 1.000

    INFO  [2017-11-01 22:31:12,432] breeze.optimize.LBFGS: Val and Grad Norm: 0.00248474 (rel: 0.00205) 0.000217114

    WARN  [2017-11-01 22:31:12,432] org.apache.spark.mllib.optimization.LBFGS: LBFGS training finished but the result is not converged because: max iterations reached

    INFO  [2017-11-01 22:31:12,432] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]] after: {}

    INFO  [2017-11-01 22:31:12,433] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28] after: {}

    INFO  [2017-11-01 22:31:12,433] com.thingworx.analytics.training.Learner: Finished training Learner [trainer=MultiGoalTrainer [Learner [trainer=SoloistModel []All learners [learners=[Learner [trainer=com.thingworx.analytics.training.neuralnet.SparkAnnTrainer@3b2c1327, transformer=NeuralNetTransformerFactory [maxNumberOfMiningFields=25 expanding=true]]]], transformer=com.thingworx.analytics.training.xforms.NormalizeTransformerFactory@22d88f28]], transformer=DoNothingTransformer []] after: {}

    ERROR [2017-11-01 22:31:15,651] com.thingworx.analytics.ccc.job.local.AsynchronousMemoryJobExecutor: Call to TrainingJob [20171102] failed due to:

    ! com.fasterxml.jackson.databind.exc.UnrecognizedPropertyException: Unrecognized field "code" (class com.thingworx.analytics.results.api.ResultResponse), not marked as ignorable (7 known properties: "status", "tags", "id", "description", "lastModified", "name", "resultUri"])

    !  at [Source: org.glassfish.jersey.message.internal.ReaderInterceptorExecutor$UnCloseableInputStream@7540bb2e; line: 1, column: 12] (through reference chain: com.thingworx.analytics.results.api.ResultResponse["code"])

    ! at com.fasterxml.jackson.databind.exc.UnrecognizedPropertyException.from(UnrecognizedPropertyException.java:62)

    ! at com.fasterxml.jackson.databind.DeserializationContext.reportUnknownProperty(DeserializationContext.java:851)

    ! at com.fasterxml.jackson.databind.deser.std.StdDeserializer.handleUnknownProperty(StdDeserializer.java:1085)

    ! at com.fasterxml.jackson.databind.deser.BeanDeserializerBase.handleUnknownProperty(BeanDeserializerBase.java:1388)

    ! at com.fasterxml.jackson.databind.deser.BeanDeserializerBase.handleUnknownVanilla(BeanDeserializerBase.java:1366)

    ! at com.fasterxml.jackson.databind.deser.BeanDeserializer.vanillaDeserialize(BeanDeserializer.java:266)

    ! at com.fasterxml.jackson.databind.deser.BeanDeserializer.deserialize(BeanDeserializer.java:125)

    ! at com.fasterxml.jackson.databind.ObjectReader._bind(ObjectReader.java:1536)

    ! at com.fasterxml.jackson.databind.ObjectReader.readValue(ObjectReader.java:944)

    ! at com.fasterxml.jackson.jaxrs.base.ProviderBase.readFrom(ProviderBase.java:811)

    ! at org.glassfish.jersey.message.internal.ReaderInterceptorExecutor$TerminalReaderInterceptor.invokeReadFrom(ReaderInterceptorExecutor.java:256)

    ! at org.glassfish.jersey.message.internal.ReaderInterceptorExecutor$TerminalReaderInterceptor.aroundReadFrom(ReaderInterceptorExecutor.java:235)

    ! at org.glassfish.jersey.message.internal.ReaderInterceptorExecutor.proceed(ReaderInterceptorExecutor.java:155)

    ! at org.glassfish.jersey.message.internal.MessageBodyFactory.readFrom(MessageBodyFactory.java:1085)

    ! at org.glassfish.jersey.message.internal.InboundMessageContext.readEntity(InboundMessageContext.java:874)

    ! ... 24 common frames omitted

    ! Causing: javax.ws.rs.ProcessingException: Error reading entity from input stream.

    ! at org.glassfish.jersey.message.internal.InboundMessageContext.readEntity(InboundMessageContext.java:889)

    ! at org.glassfish.jersey.message.internal.InboundMessageContext.readEntity(InboundMessageContext.java:808)

    ! at org.glassfish.jersey.client.ClientResponse.readEntity(ClientResponse.java:326)

    ! at org.glassfish.jersey.client.InboundJaxrsResponse$1.call(InboundJaxrsResponse.java:115)

    ! at org.glassfish.jersey.internal.Errors.process(Errors.java:315)

    ! at org.glassfish.jersey.internal.Errors.process(Errors.java:297)

    ! at org.glassfish.jersey.internal.Errors.process(Errors.java:228)

    ! at org.glassfish.jersey.process.internal.RequestScope.runInScope(RequestScope.java:419)

    ! at org.glassfish.jersey.client.InboundJaxrsResponse.runInScopeIfPossible(InboundJaxrsResponse.java:267)

    ! at org.glassfish.jersey.client.InboundJaxrsResponse.readEntity(InboundJaxrsResponse.java:112)

    ! at com.thingworx.analytics.training.results.model.impl.ModelServiceModelSource.store(ModelServiceModelSource.java:131)

    ! at com.thingworx.analytics.training.results.model.impl.ModelServiceModelSource.store(ModelServiceModelSource.java:46)

    ! at com.thingworx.analytics.training.core.TrainingRunner.storeModel(TrainingRunner.java:166)

    ! at com.thingworx.analytics.training.core.TrainingRunner.run(TrainingRunner.java:127)

    ! at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)

    ! at sun.reflect.NativeMethodAccessorImpl.invoke(Unknown Source)

    ! at sun.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source)

    ! at java.lang.reflect.Method.invoke(Unknown Source)

    ! at com.thingworx.analytics.training.core.TrainingJob.run(TrainingJob.java:72)

    ! at com.thingworx.analytics.ccc.job.local.AsynchronousMemoryJobExecutor$1.call(AsynchronousMemoryJobExecutor.java:88)

    ! at com.thingworx.analytics.ccc.job.local.AsynchronousMemoryJobExecutor$1.call(AsynchronousMemoryJobExecutor.java:77)

    ! at java.util.concurrent.FutureTask.run(Unknown Source)

    ! at java.util.concurrent.ThreadPoolExecutor.runWorker(Unknown Source)

    ! at java.util.concurrent.ThreadPoolExecutor$Worker.run(Unknown Source)

    ! at java.lang.Thread.run(Unknown Source)

    127.0.0.1 - - [02/十一月/2017:02:39:08 +0000] "GET /training HTTP/1.1" 200 74972 "-" "Apache-HttpClient/4.5.2 (Java/1.8.0_92)" 216

    1