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adding example workflow to train HRMAlexNet
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Artur Yakimovich, PhD
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Jan 22, 2019
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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| <?xml version="1.0" encoding="UTF-8"?> | ||
| <projectDescription> | ||
| <name>HRMAn_recruitment_DL</name> | ||
| <comment></comment> | ||
| <projects> | ||
| </projects> | ||
| <buildSpec> | ||
| </buildSpec> | ||
| <natures> | ||
| <nature>org.knime.workbench.ui.KNIMEProjectNature</nature> | ||
| </natures> | ||
| </projectDescription> |
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HRMAlexNet_training/AlexNet (#11)/Convolution Layer (#52)/settings.xml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,80 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <config xmlns="http://www.knime.org/2008/09/XMLConfig" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.knime.org/2008/09/XMLConfig http://www.knime.org/XMLConfig_2008_09.xsd" key="settings.xml"> | ||
| <entry key="node_file" type="xstring" value="settings.xml"/> | ||
| <config key="flow_stack"/> | ||
| <config key="internal_node_subsettings"> | ||
| <entry key="memory_policy" type="xstring" value="CacheSmallInMemory"/> | ||
| </config> | ||
| <config key="model"> | ||
| <config key="number_of_outputs_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_integer"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="number_of_outputs" type="xint" value="384"/> | ||
| <config key="activation_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="activation" type="xstring" value="ReLU"/> | ||
| <config key="drop_out_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="drop_out" type="xdouble" value="0.0"/> | ||
| <config key="learning_rate_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="learning_rate" type="xdouble" value="0.01"/> | ||
| <config key="kernel_size_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="kernel_size" type="xstring" value="3,3"/> | ||
| <config key="stride_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="stride" type="xstring" value="1,1"/> | ||
| </config> | ||
| <config key="nodeAnnotation"> | ||
| <entry key="text" type="xstring" value="Kernels: 384, 3x3%%00013%%00010Stride: 1,1"/> | ||
| <entry key="bgcolor" type="xint" value="16777215"/> | ||
| <entry key="x-coordinate" type="xint" value="218"/> | ||
| <entry key="y-coordinate" type="xint" value="659"/> | ||
| <entry key="width" type="xint" value="125"/> | ||
| <entry key="height" type="xint" value="30"/> | ||
| <entry key="alignment" type="xstring" value="CENTER"/> | ||
| <entry key="borderSize" type="xint" value="0"/> | ||
| <entry key="borderColor" type="xint" value="16777215"/> | ||
| <entry key="defFontSize" type="xint" value="9"/> | ||
| <entry key="annotation-version" type="xint" value="20151123"/> | ||
| <config key="styles"/> | ||
| </config> | ||
| <entry key="customDescription" type="xstring" isnull="true" value=""/> | ||
| <entry key="state" type="xstring" value="CONFIGURED"/> | ||
| <entry key="factory" type="xstring" value="org.knime.ext.dl4j.base.nodes.layer.convolutional.convolution.ConvolutionLayerNodeFactory"/> | ||
| <entry key="node-name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="node-bundle-name" type="xstring" value="KNIME Deeplearning4J Integration"/> | ||
| <entry key="node-bundle-symbolic-name" type="xstring" value="org.knime.ext.dl4j.base"/> | ||
| <entry key="node-bundle-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-bundle-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <entry key="node-feature-name" type="xstring" value="KNIME Deeplearning4J Integration (64bit only)"/> | ||
| <entry key="node-feature-symbolic-name" type="xstring" value="org.knime.features.ext.dl4j.feature.group"/> | ||
| <entry key="node-feature-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-feature-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <config key="factory_settings"/> | ||
| <entry key="name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="hasContent" type="xboolean" value="false"/> | ||
| <entry key="isInactive" type="xboolean" value="false"/> | ||
| <config key="ports"> | ||
| <config key="port_1"> | ||
| <entry key="index" type="xint" value="1"/> | ||
| <entry key="port_dir_location" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> | ||
| <config key="filestores"> | ||
| <entry key="file_store_location" type="xstring" isnull="true" value=""/> | ||
| <entry key="file_store_id" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> |
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80
HRMAlexNet_training/AlexNet (#11)/Convolution Layer (#54)/settings.xml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,80 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <config xmlns="http://www.knime.org/2008/09/XMLConfig" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.knime.org/2008/09/XMLConfig http://www.knime.org/XMLConfig_2008_09.xsd" key="settings.xml"> | ||
| <entry key="node_file" type="xstring" value="settings.xml"/> | ||
| <config key="flow_stack"/> | ||
| <config key="internal_node_subsettings"> | ||
| <entry key="memory_policy" type="xstring" value="CacheSmallInMemory"/> | ||
| </config> | ||
| <config key="model"> | ||
| <config key="number_of_outputs_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_integer"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="number_of_outputs" type="xint" value="256"/> | ||
| <config key="activation_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="activation" type="xstring" value="ReLU"/> | ||
| <config key="drop_out_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="drop_out" type="xdouble" value="0.0"/> | ||
| <config key="learning_rate_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="learning_rate" type="xdouble" value="0.01"/> | ||
| <config key="kernel_size_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="kernel_size" type="xstring" value="5,5"/> | ||
| <config key="stride_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="stride" type="xstring" value="1,1"/> | ||
| </config> | ||
| <config key="nodeAnnotation"> | ||
| <entry key="text" type="xstring" value="Kernels: 256, 5x5%%00013%%00010Stride: 1,1"/> | ||
| <entry key="bgcolor" type="xint" value="16777215"/> | ||
| <entry key="x-coordinate" type="xint" value="798"/> | ||
| <entry key="y-coordinate" type="xint" value="399"/> | ||
| <entry key="width" type="xint" value="125"/> | ||
| <entry key="height" type="xint" value="30"/> | ||
| <entry key="alignment" type="xstring" value="CENTER"/> | ||
| <entry key="borderSize" type="xint" value="0"/> | ||
| <entry key="borderColor" type="xint" value="16777215"/> | ||
| <entry key="defFontSize" type="xint" value="9"/> | ||
| <entry key="annotation-version" type="xint" value="20151123"/> | ||
| <config key="styles"/> | ||
| </config> | ||
| <entry key="customDescription" type="xstring" isnull="true" value=""/> | ||
| <entry key="state" type="xstring" value="CONFIGURED"/> | ||
| <entry key="factory" type="xstring" value="org.knime.ext.dl4j.base.nodes.layer.convolutional.convolution.ConvolutionLayerNodeFactory"/> | ||
| <entry key="node-name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="node-bundle-name" type="xstring" value="KNIME Deeplearning4J Integration"/> | ||
| <entry key="node-bundle-symbolic-name" type="xstring" value="org.knime.ext.dl4j.base"/> | ||
| <entry key="node-bundle-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-bundle-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <entry key="node-feature-name" type="xstring" value="KNIME Deeplearning4J Integration (64bit only)"/> | ||
| <entry key="node-feature-symbolic-name" type="xstring" value="org.knime.features.ext.dl4j.feature.group"/> | ||
| <entry key="node-feature-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-feature-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <config key="factory_settings"/> | ||
| <entry key="name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="hasContent" type="xboolean" value="false"/> | ||
| <entry key="isInactive" type="xboolean" value="false"/> | ||
| <config key="ports"> | ||
| <config key="port_1"> | ||
| <entry key="index" type="xint" value="1"/> | ||
| <entry key="port_dir_location" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> | ||
| <config key="filestores"> | ||
| <entry key="file_store_location" type="xstring" isnull="true" value=""/> | ||
| <entry key="file_store_id" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> |
80 changes: 80 additions & 0 deletions
80
HRMAlexNet_training/AlexNet (#11)/Convolution Layer (#55)/settings.xml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,80 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <config xmlns="http://www.knime.org/2008/09/XMLConfig" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.knime.org/2008/09/XMLConfig http://www.knime.org/XMLConfig_2008_09.xsd" key="settings.xml"> | ||
| <entry key="node_file" type="xstring" value="settings.xml"/> | ||
| <config key="flow_stack"/> | ||
| <config key="internal_node_subsettings"> | ||
| <entry key="memory_policy" type="xstring" value="CacheSmallInMemory"/> | ||
| </config> | ||
| <config key="model"> | ||
| <config key="number_of_outputs_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_integer"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="number_of_outputs" type="xint" value="96"/> | ||
| <config key="activation_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="activation" type="xstring" value="ReLU"/> | ||
| <config key="drop_out_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="drop_out" type="xdouble" value="0.0"/> | ||
| <config key="learning_rate_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="learning_rate" type="xdouble" value="0.01"/> | ||
| <config key="kernel_size_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="kernel_size" type="xstring" value="8,8"/> | ||
| <config key="stride_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="stride" type="xstring" value="2,2"/> | ||
| </config> | ||
| <config key="nodeAnnotation"> | ||
| <entry key="text" type="xstring" value="Kernels: 96, 8x8%%00013%%00010Stride: 2,2%%00013%%00010"/> | ||
| <entry key="bgcolor" type="xint" value="16777215"/> | ||
| <entry key="x-coordinate" type="xint" value="218"/> | ||
| <entry key="y-coordinate" type="xint" value="399"/> | ||
| <entry key="width" type="xint" value="125"/> | ||
| <entry key="height" type="xint" value="45"/> | ||
| <entry key="alignment" type="xstring" value="CENTER"/> | ||
| <entry key="borderSize" type="xint" value="0"/> | ||
| <entry key="borderColor" type="xint" value="16777215"/> | ||
| <entry key="defFontSize" type="xint" value="9"/> | ||
| <entry key="annotation-version" type="xint" value="20151123"/> | ||
| <config key="styles"/> | ||
| </config> | ||
| <entry key="customDescription" type="xstring" isnull="true" value=""/> | ||
| <entry key="state" type="xstring" value="CONFIGURED"/> | ||
| <entry key="factory" type="xstring" value="org.knime.ext.dl4j.base.nodes.layer.convolutional.convolution.ConvolutionLayerNodeFactory"/> | ||
| <entry key="node-name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="node-bundle-name" type="xstring" value="KNIME Deeplearning4J Integration"/> | ||
| <entry key="node-bundle-symbolic-name" type="xstring" value="org.knime.ext.dl4j.base"/> | ||
| <entry key="node-bundle-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-bundle-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <entry key="node-feature-name" type="xstring" value="KNIME Deeplearning4J Integration (64bit only)"/> | ||
| <entry key="node-feature-symbolic-name" type="xstring" value="org.knime.features.ext.dl4j.feature.group"/> | ||
| <entry key="node-feature-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-feature-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <config key="factory_settings"/> | ||
| <entry key="name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="hasContent" type="xboolean" value="false"/> | ||
| <entry key="isInactive" type="xboolean" value="false"/> | ||
| <config key="ports"> | ||
| <config key="port_1"> | ||
| <entry key="index" type="xint" value="1"/> | ||
| <entry key="port_dir_location" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> | ||
| <config key="filestores"> | ||
| <entry key="file_store_location" type="xstring" isnull="true" value=""/> | ||
| <entry key="file_store_id" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> |
80 changes: 80 additions & 0 deletions
80
HRMAlexNet_training/AlexNet (#11)/Convolution Layer (#56)/settings.xml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,80 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <config xmlns="http://www.knime.org/2008/09/XMLConfig" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.knime.org/2008/09/XMLConfig http://www.knime.org/XMLConfig_2008_09.xsd" key="settings.xml"> | ||
| <entry key="node_file" type="xstring" value="settings.xml"/> | ||
| <config key="flow_stack"/> | ||
| <config key="internal_node_subsettings"> | ||
| <entry key="memory_policy" type="xstring" value="CacheSmallInMemory"/> | ||
| </config> | ||
| <config key="model"> | ||
| <config key="number_of_outputs_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_integer"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="number_of_outputs" type="xint" value="256"/> | ||
| <config key="activation_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="activation" type="xstring" value="ReLU"/> | ||
| <config key="drop_out_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="drop_out" type="xdouble" value="0.0"/> | ||
| <config key="learning_rate_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_double"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="learning_rate" type="xdouble" value="0.01"/> | ||
| <config key="kernel_size_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="kernel_size" type="xstring" value="3,3"/> | ||
| <config key="stride_Internals"> | ||
| <entry key="SettingsModelID" type="xstring" value="SMID_string"/> | ||
| <entry key="EnabledStatus" type="xboolean" value="true"/> | ||
| </config> | ||
| <entry key="stride" type="xstring" value="1,1"/> | ||
| </config> | ||
| <config key="nodeAnnotation"> | ||
| <entry key="text" type="xstring" value="Kernels: 256, 3x3%%00013%%00010Stride: 1,1"/> | ||
| <entry key="bgcolor" type="xint" value="16777215"/> | ||
| <entry key="x-coordinate" type="xint" value="618"/> | ||
| <entry key="y-coordinate" type="xint" value="659"/> | ||
| <entry key="width" type="xint" value="125"/> | ||
| <entry key="height" type="xint" value="30"/> | ||
| <entry key="alignment" type="xstring" value="CENTER"/> | ||
| <entry key="borderSize" type="xint" value="0"/> | ||
| <entry key="borderColor" type="xint" value="16777215"/> | ||
| <entry key="defFontSize" type="xint" value="9"/> | ||
| <entry key="annotation-version" type="xint" value="20151123"/> | ||
| <config key="styles"/> | ||
| </config> | ||
| <entry key="customDescription" type="xstring" isnull="true" value=""/> | ||
| <entry key="state" type="xstring" value="CONFIGURED"/> | ||
| <entry key="factory" type="xstring" value="org.knime.ext.dl4j.base.nodes.layer.convolutional.convolution.ConvolutionLayerNodeFactory"/> | ||
| <entry key="node-name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="node-bundle-name" type="xstring" value="KNIME Deeplearning4J Integration"/> | ||
| <entry key="node-bundle-symbolic-name" type="xstring" value="org.knime.ext.dl4j.base"/> | ||
| <entry key="node-bundle-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-bundle-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <entry key="node-feature-name" type="xstring" value="KNIME Deeplearning4J Integration (64bit only)"/> | ||
| <entry key="node-feature-symbolic-name" type="xstring" value="org.knime.features.ext.dl4j.feature.group"/> | ||
| <entry key="node-feature-vendor" type="xstring" value="KNIME AG, Zurich, Switzerland"/> | ||
| <entry key="node-feature-version" type="xstring" value="3.6.1.v201808311614"/> | ||
| <config key="factory_settings"/> | ||
| <entry key="name" type="xstring" value="Convolution Layer"/> | ||
| <entry key="hasContent" type="xboolean" value="false"/> | ||
| <entry key="isInactive" type="xboolean" value="false"/> | ||
| <config key="ports"> | ||
| <config key="port_1"> | ||
| <entry key="index" type="xint" value="1"/> | ||
| <entry key="port_dir_location" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> | ||
| <config key="filestores"> | ||
| <entry key="file_store_location" type="xstring" isnull="true" value=""/> | ||
| <entry key="file_store_id" type="xstring" isnull="true" value=""/> | ||
| </config> | ||
| </config> |
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