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| <eClassifiers xsi:type="ecore:EClass" name="MultiLabelSoftMarginLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_2"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="AdaptativeMaxPool2d" eSuperTypes="#//Pooling_layers/AdaptativeMaxPool"/> |
| <eClassifiers xsi:type="ecore:EClass" name="AdaptativeMaxPool3d" eSuperTypes="#//Pooling_layers/AdaptativeMaxPool"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="Pooling_layers_1_1" abstract="true" |
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| <eClassifiers xsi:type="ecore:EClass" name="MaxPool" abstract="true" eSuperTypes="#//Pooling_layers/Pooling_layers_1_1_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dilation" ordered="false" |
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| <eClassifiers xsi:type="ecore:EClass" name="Pooling_layers_1_1_1_1" abstract="true" |
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| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="Pooling_layers_1_1_1" abstract="true" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="padding" ordered="false" |
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| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="MaxUnpool1d" eSuperTypes="#//Pooling_layers/Pooling_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="AvgPool1d" eSuperTypes="#//Pooling_layers/Pooling_layers_1_1_2_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Pooling_layers_1_1_2_1" abstract="true" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="count_include_pad" ordered="false" |
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| <eClassifiers xsi:type="ecore:EClass" name="MaxUnpool3d" eSuperTypes="#//Pooling_layers/Pooling_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Pooling_layers_1_1_2" abstract="true" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="ceil_mode" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="LPPool2d" eSuperTypes="#//Pooling_layers/Pooling_layers_1_1_2"/> |
| <eClassifiers xsi:type="ecore:EClass" name="AvgPool2d3d" abstract="true" eSuperTypes="#//Pooling_layers/Pooling_layers_1_1_2_1"> |
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| <eClassifiers xsi:type="ecore:EClass" name="AvgPool3d" eSuperTypes="#//Pooling_layers/AvgPool2d3d"/> |
| <eClassifiers xsi:type="ecore:EClass" name="MaxPool2d" eSuperTypes="#//Pooling_layers/MaxPool"/> |
| <eClassifiers xsi:type="ecore:EClass" name="MaxPool3d" eSuperTypes="#//Pooling_layers/MaxPool"/> |
| <eClassifiers xsi:type="ecore:EClass" name="FractionalMaxPool2d" eSuperTypes="#//Pooling_layers/Pooling_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="output_size" ordered="false" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="output_ratio" ordered="false" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="in_channels" ordered="false" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="biais" ordered="false" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="padding_mode" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="data_format" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dilation_rate" ordered="false" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="activation" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias_initializer" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="activity_regularizer" |
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| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias_constraint" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias_regularizer" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="Convolution_layers" abstract="true" |
| eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="kernel_size" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="stride" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="padding" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dilation" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="Unfold" eSuperTypes="#//Convolution_layers/Convolution_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Fold" eSuperTypes="#//Convolution_layers/Convolution_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="output_size" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="Conv2d" eSuperTypes="#//Convolution_layers/basic"/> |
| <eClassifiers xsi:type="ecore:EClass" name="basic" abstract="true" eSuperTypes="#//Convolution_layers/LayerWithFilter"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="kernel_initializer" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="kernel_constraint" ordered="false" |
| lowerBound="1" eType="#//Layer_weight_constraints/constraints"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="kernel_regularizer" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="LayerWithFilter" abstract="true" eSuperTypes="#//Convolution_layers/Convolution"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="out_channels" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="Conv3d" eSuperTypes="#//Convolution_layers/basic"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ConvTranspose1d" eSuperTypes="#//Convolution_layers/LayerWithFilter"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ConvTranspose2d" eSuperTypes="#//Convolution_layers/transpose"/> |
| <eClassifiers xsi:type="ecore:EClass" name="transpose" abstract="true" eSuperTypes="#//Convolution_layers/basic"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="output_padding" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="ConvTranspose3d" eSuperTypes="#//Convolution_layers/transpose"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Conv1d" eSuperTypes="#//Convolution_layers/basic"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Separable" abstract="true" eSuperTypes="#//Convolution_layers/LayerWithFilter"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depth_multiplier" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depthwise_initializer" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="pointwise_initializer" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depthwise_regularizer" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="poitnwise_regularizer" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depthwise_constraint" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="pointwise_constraint" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="SeparableConv2D" eSuperTypes="#//Convolution_layers/Separable"/> |
| <eClassifiers xsi:type="ecore:EClass" name="SeparableConv1D" eSuperTypes="#//Convolution_layers/Separable"/> |
| <eClassifiers xsi:type="ecore:EClass" name="DepthwiseConv2D" eSuperTypes="#//Convolution_layers/Convolution"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depth_multiplier" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depthwise_initializer" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depthwise_regularizer" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="depthwise_constraint" |
| ordered="false" lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
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| <eSubpackages name="Layer_weight_constraints" nsURI="http:///AIML/Layer_weight_constraints.ecore" |
| nsPrefix="AIML.Layer_weight_constraints"> |
| <eClassifiers xsi:type="ecore:EClass" name="min_max_norm" eSuperTypes="#//Layer_weight_constraints/NormWithMaxValue"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="min_value" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="rate" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="NormWithMaxValue" abstract="true" |
| eSuperTypes="#//Layer_weight_constraints/norm"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="max_value" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="norm" abstract="true" eSuperTypes="#//Layer_weight_constraints/constraints"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="axis" ordered="false" |
| lowerBound="1" upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
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| <eClassifiers xsi:type="ecore:EClass" name="max_norm" eSuperTypes="#//Layer_weight_constraints/NormWithMaxValue"/> |
| <eClassifiers xsi:type="ecore:EClass" name="non_neg" eSuperTypes="#//Layer_weight_constraints/constraints"/> |
| <eClassifiers xsi:type="ecore:EClass" name="radial_constraint" eSuperTypes="#//Layer_weight_constraints/constraints"/> |
| <eClassifiers xsi:type="ecore:EClass" name="unit_norm" eSuperTypes="#//Layer_weight_constraints/norm"/> |
| <eClassifiers xsi:type="ecore:EClass" name="constraints" abstract="true"/> |
| </eSubpackages> |
| <eSubpackages name="Padding_layers" nsURI="http://www.eclipse.org/papyrus/AIML/padding/1" |
| nsPrefix="AIML.Padding_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Padding_layers" abstract="true" eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="padding" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="ReflectionPad1d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReflectionPad2d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReplicationPad1d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReplicationPad2d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReplicationPad3d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ZeroPad2d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ConstantPad1d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ConstantPad2d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ConstantPad3d" eSuperTypes="#//Padding_layers/Padding_layers"/> |
| </eSubpackages> |
| <eSubpackages name="NonLinearActivations" nsURI="http://www.eclipse.org/papyrus/AIML/nonlinear/1" |
| nsPrefix="AIML.NonLinearActivations"> |
| <eClassifiers xsi:type="ecore:EClass" name="Nonlinear_activations_weightedsumnonlinearity" |
| abstract="true" eSuperTypes="#//Module/Model"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="Non-linear_activations_(weighted sum, nonlinearity)"/> |
| </eAnnotations> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="ELU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="alpha" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Nonlinear_activations_weightedsumnonlinearity_1" |
| abstract="true" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="Non-linear_activations_(weighted sum, nonlinearity)_1"/> |
| </eAnnotations> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="inplace" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="shrink" abstract="true" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="lambd" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="LeakyReLU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="negative_slope" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="LogSigmoid" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"/> |
| <eClassifiers xsi:type="ecore:EClass" name="MultiheadAttention" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="embed_dim" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_heads" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dropout" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="add_bias_kv" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="add_bias_kv "/> |
| </eAnnotations> |
| </eStructuralFeatures> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="add_zero_attn" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="kdim" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="vdim" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="PReLU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_parameters" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="init" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="ReLU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReLU6" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="SELU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="RReLU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="lower" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="upper" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="CELU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="alpha" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="GELU" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Sigmoid" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Softplus" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="beta" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="threshold" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Softshrink" eSuperTypes="#//NonLinearActivations/shrink"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Hardshrink" eSuperTypes="#//NonLinearActivations/shrink"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Softsign" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Tanhshrink" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Tanh" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Threshold" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="threshold" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="value" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Hardtanh" eSuperTypes="#//NonLinearActivations/Nonlinear_activations_weightedsumnonlinearity_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="min_val" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="max_val" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| </eSubpackages> |
| <eSubpackages name="SoftMinMaxActivations" nsURI="http://www.eclipse.org/papyrus/AIML/softminmax/1" |
| nsPrefix="AIML.SoftMinMaxActivations"> |
| <eClassifiers xsi:type="ecore:EClass" name="SoftMinMax" abstract="true" eSuperTypes="#//Module/Model"/> |
| <eClassifiers xsi:type="ecore:EClass" name="SoftMinMax_1" abstract="true" eSuperTypes="#//SoftMinMaxActivations/SoftMinMax"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dim" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Softmin" eSuperTypes="#//SoftMinMaxActivations/SoftMinMax_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Softmax" eSuperTypes="#//SoftMinMaxActivations/SoftMinMax_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Softmax2d" eSuperTypes="#//SoftMinMaxActivations/SoftMinMax"/> |
| <eClassifiers xsi:type="ecore:EClass" name="LogSoftmax" eSuperTypes="#//SoftMinMaxActivations/SoftMinMax_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="AdaptiveLogSoftmaxWithLoss" eSuperTypes="#//SoftMinMaxActivations/SoftMinMax"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="in_features" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="n_classes" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="cutoffs" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="div_value" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="head_biais" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| </eSubpackages> |
| <eSubpackages name="Normalization_layers" nsURI="http://www.eclipse.org/papyrus/AIML/normalization/1" |
| nsPrefix="AIML.Normalization_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Normalization_layers" abstract="true" |
| eSuperTypes="#//Module/Model"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Normalization_layers_1" abstract="true" |
| eSuperTypes="#//Normalization_layers/Normalization_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="eps" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="LayerNorm" eSuperTypes="#//Normalization_layers/Normalization_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="normalized_shape" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="elementwise_affine" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="LocalResponseNorm" eSuperTypes="#//Normalization_layers/Normalization_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="size" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="alpha" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="beta" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="k" ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Normalization_layers_1_1" eSuperTypes="#//Normalization_layers/Normalization_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="affine" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Normalization_layers_1_1_1" abstract="true" |
| eSuperTypes="#//Normalization_layers/Normalization_layers_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_features" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="momentum" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="track_running_stats" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="track_running_stats "/> |
| </eAnnotations> |
| </eStructuralFeatures> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="GroupNorm" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_groups" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_channels" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="BatchNorm1d" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="BatchNorm2d" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="BatchNorm3d" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="SyncBatchNorm" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="process_group" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="process_group "/> |
| </eAnnotations> |
| </eStructuralFeatures> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="InstanceNorm1d" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="InstanceNorm2d" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="InstanceNorm3d" eSuperTypes="#//Normalization_layers/Normalization_layers_1_1_1"/> |
| </eSubpackages> |
| <eSubpackages name="Recurrent_layers" nsURI="http://www.eclipse.org/papyrus/AIML/recurrent/1" |
| nsPrefix="AIML.Recurrent_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Recurrent_layers" abstract="true" |
| eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="input_size" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="hidden_size" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias_pt" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Recurrent_layers_1" abstract="true" |
| eSuperTypes="#//Recurrent_layers/Recurrent_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_layers" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="batch_first_pt" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dropout" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bidirectional_pt" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="activation" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="recurrent_activation" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="use_bias" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="kernel_initializer" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="recurrent_initializer" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias_initializer" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="return_sequences" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="return_state" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="bidirectional_k" ordered="false" |
| eType="#//Recurrent_layers/Recurrent_layers_1"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="recurrent_dropout" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="RNNCell" eSuperTypes="#//Recurrent_layers/Recurrent_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="nonlinearity" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="LSTMCell" eSuperTypes="#//Recurrent_layers/Recurrent_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="GRUCell" eSuperTypes="#//Recurrent_layers/Recurrent_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="RNN" eSuperTypes="#//Recurrent_layers/Recurrent_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="nonlinearity" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="LSTM" eSuperTypes="#//Recurrent_layers/Recurrent_layers_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="GRU" eSuperTypes="#//Recurrent_layers/Recurrent_layers_1"/> |
| </eSubpackages> |
| <eSubpackages name="Transformer_layers" nsURI="http://www.eclipse.org/papyrus/AIML/transformer/1" |
| nsPrefix="AIML.Transformer_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Transformer_layers" abstract="true" |
| eSuperTypes="#//Module/Model"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Transformer_layers_1" abstract="true" |
| eSuperTypes="#//Transformer_layers/Transformer_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="d_model" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="nhead" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dim_feedforward" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dropout" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="activation" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Transformer_layers_2" abstract="true" |
| eSuperTypes="#//Transformer_layers/Transformer_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_layers" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="norm" ordered="false" |
| eType="#//Normalization_layers/LayerNorm"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Transformer" eSuperTypes="#//Transformer_layers/Transformer_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_encoder_layers" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="num_encoder_layers "/> |
| </eAnnotations> |
| </eStructuralFeatures> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_decoder_layers" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="num_decoder_layers "/> |
| </eAnnotations> |
| </eStructuralFeatures> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="custom_encoder" ordered="false" |
| lowerBound="1" eType="#//Transformer_layers/TransformerEncoder"/> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="custom_decoder" ordered="false" |
| lowerBound="1" eType="#//Transformer_layers/TransformerDecoder"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="TransformerEncoder" eSuperTypes="#//Transformer_layers/Transformer_layers_2"> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="encoder_layer" ordered="false" |
| lowerBound="1" eType="#//Transformer_layers/TransformerEncoderLayer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="TransformerEncoderLayer" eSuperTypes="#//Transformer_layers/Transformer_layers_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="TransformerDecoder" eSuperTypes="#//Transformer_layers/Transformer_layers_2"> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="decoder_layer" ordered="false" |
| lowerBound="1" eType="#//Transformer_layers/TransformerDecoderLayer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="TransformerDecoderLayer" eSuperTypes="#//Transformer_layers/Transformer_layers_1"/> |
| </eSubpackages> |
| <eSubpackages name="Linear_layers" nsURI="http://www.eclipse.org/papyrus/AIML/linear/1" |
| nsPrefix="AIML.Linear_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Linear_layers" abstract="true" eSuperTypes="#//Module/Model"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Identity" eSuperTypes="#//Linear_layers/Linear_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Linear_layers_1" abstract="true" eSuperTypes="#//Linear_layers/Linear_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="out_features" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Linear" eSuperTypes="#//Linear_layers/Linear_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="in_features" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="activation" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="kernel_initializer" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bias_initializer" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Bilinear" eSuperTypes="#//Linear_layers/Linear_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="in1_features" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="in2_features" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| </eSubpackages> |
| <eSubpackages name="Dropout_layers" nsURI="http://www.eclipse.org/papyrus/AIML/dropout/1" |
| nsPrefix="AIML.Dropout_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Dropout_layers" abstract="true" eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="p" ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="inplace" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="noise_shape" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="seed" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Dropout" eSuperTypes="#//Dropout_layers/Dropout_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Dropout2d" eSuperTypes="#//Dropout_layers/Dropout_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Dropout3d" eSuperTypes="#//Dropout_layers/Dropout_layers"/> |
| <eClassifiers xsi:type="ecore:EClass" name="AlphaDropout" eSuperTypes="#//Dropout_layers/Dropout_layers"/> |
| </eSubpackages> |
| <eSubpackages name="Sparse_layers" nsURI="http://www.eclipse.org/papyrus/AIML/sparse/1" |
| nsPrefix="AIML.Sparse_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Sparse_layers" abstract="true" eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="num_embeddings" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="embedding_dim" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="max_norm" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="norm_type" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"> |
| <eAnnotations source="http://www.eclipse.org/uml2/2.0.0/UML"> |
| <details key="originalName" value="norm_type "/> |
| </eAnnotations> |
| </eStructuralFeatures> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="sparse" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="scale_grad_by_freq" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Embedding" eSuperTypes="#//Sparse_layers/Sparse_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="padding_idx" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="EmbeddingBag" eSuperTypes="#//Sparse_layers/Sparse_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="mode" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="include_last_offset" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| </eSubpackages> |
| <eSubpackages name="Distance_functions" nsURI="http://www.eclipse.org/papyrus/AIML/distance/1" |
| nsPrefix="AIML.Distance_functions"> |
| <eClassifiers xsi:type="ecore:EClass" name="Distance_functions" abstract="true" |
| eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="eps" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="CosineSimilarity" eSuperTypes="#//Distance_functions/Distance_functions"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="dim" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="PairwiseDistance" eSuperTypes="#//Distance_functions/Distance_functions"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="p" ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="keepdim" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| </eSubpackages> |
| <eSubpackages name="Loss_functions" nsURI="http://www.eclipse.org/papyrus/AIML/loss/1" |
| nsPrefix="AIML.Loss_functions"> |
| <eClassifiers xsi:type="ecore:EClass" name="Loss_functions" abstract="true" eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="reduction" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Loss_functions_1" abstract="true" |
| eSuperTypes="#//Loss_functions/Loss_functions"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="size_average" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="reduce" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="L1Loss" eSuperTypes="#//Loss_functions/Loss_functions_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="MSELoss" eSuperTypes="#//Loss_functions/Loss_functions_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="CTCLoss" eSuperTypes="#//Loss_functions/Loss_functions"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="blank" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="zero_infinity" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="KLDivLoss" eSuperTypes="#//Loss_functions/Loss_functions_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="MultiLabelMarginLoss" eSuperTypes="#//Loss_functions/Loss_functions_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Loss_functions_1_1" eSuperTypes="#//Loss_functions/Loss_functions_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="margin" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Loss_functions_1_2" eSuperTypes="#//Loss_functions/Loss_functions_1"> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="weight" ordered="false" |
| eType="#//Tensor/Tensor"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="CosineEmbeddingLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="MarginRankingLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="HingeEmbeddingLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="BCELoss" eSuperTypes="#//Loss_functions/Loss_functions_1_2"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Loss_functions_1_1_1" abstract="true" |
| eSuperTypes="#//Loss_functions/Loss_functions_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="p" ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="MultiMarginLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="weight" ordered="false" |
| eType="#//Tensor/Tensor"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="TripletMarginLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_1_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="swap" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Loss_functions_1_2_1" abstract="true" |
| eSuperTypes="#//Loss_functions/Loss_functions_1_2"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="ignore_index" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="CrossEntropyLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_2_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="NLLLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_2_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="PoissonNLLLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_2"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="log_input" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="full" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="eps" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="BCEWithLogitsLoss" eSuperTypes="#//Loss_functions/Loss_functions_1_2"> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="pos_weight" ordered="false" |
| eType="#//Tensor/Tensor"/> |
| </eClassifiers> |
| </eSubpackages> |
| <eSubpackages name="Vision_layers" nsURI="http://www.eclipse.org/papyrus/AIML/vision/1" |
| nsPrefix="AIML.Vision_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="Vision_layers" abstract="true" eSuperTypes="#//Module/Model"/> |
| <eClassifiers xsi:type="ecore:EClass" name="Vision_layers_1" abstract="true" eSuperTypes="#//Vision_layers/Vision_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="size" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="scale_factor" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="PixelShuffle" eSuperTypes="#//Vision_layers/Vision_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="upscale_factor" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="Upsample" eSuperTypes="#//Vision_layers/Vision_layers_1"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="mode" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="align_corners" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="UpsamplingNearest2d" eSuperTypes="#//Vision_layers/Vision_layers_1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="UpsamplingBilinear2d" eSuperTypes="#//Vision_layers/Vision_layers_1"/> |
| </eSubpackages> |
| <eSubpackages name="DataParallel_layers" nsURI="http://www.eclipse.org/papyrus/AIML/dataparallel/1" |
| nsPrefix="AIML.DataParallel_layers"> |
| <eClassifiers xsi:type="ecore:EClass" name="DataParallel_layers" abstract="true" |
| eSuperTypes="#//Module/Model"> |
| <eStructuralFeatures xsi:type="ecore:EReference" name="module" ordered="false" |
| lowerBound="1" eType="#//Module/Model"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="device_ids" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="output_device" ordered="false" |
| upperBound="-1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="DistributedDataParallel" eSuperTypes="#//DataParallel_layers/DataParallel_layers"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="broadcast_buffers" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="process_group" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="bucket_cap_mb" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="find_unsused_parameters" |
| ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="check_reduction" ordered="false" |
| eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Boolean"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="DataParallel" eSuperTypes="#//DataParallel_layers/DataParallel_layers"/> |
| </eSubpackages> |
| <eSubpackages name="Layer_weight_regularizers" nsURI="http:///AIML/Layer_weight_regularizers.ecore" |
| nsPrefix="AIML.Layer_weight_regularizers"> |
| <eClassifiers xsi:type="ecore:EClass" name="l1" eSuperTypes="#//Layer_weight_regularizers/ReguWithl1"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReguWithl1" abstract="true"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="l1" ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="l2" eSuperTypes="#//Layer_weight_regularizers/ReguWithl2"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ReguWithl2" abstract="true"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="l2" ordered="false" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="l1_l2" eSuperTypes="#//Layer_weight_regularizers/ReguWithl1 #//Layer_weight_regularizers/ReguWithl2"/> |
| </eSubpackages> |
| <eSubpackages name="Layer_weight_initializers" nsURI="http:///AIML/Layer_weight_initializers.ecore" |
| nsPrefix="AIML.Layer_weight_initializers"> |
| <eClassifiers xsi:type="ecore:EClass" name="random_normal" eSuperTypes="#//Layer_weight_initializers/initializer_with_mean_stddev"/> |
| <eClassifiers xsi:type="ecore:EClass" name="initializer_with_mean_stddev" abstract="true" |
| eSuperTypes="#//Layer_weight_initializers/initializer_with_seed"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="mean" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="stddev" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="initializer_with_seed" abstract="true"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="seed" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Integer"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="random_uniform" eSuperTypes="#//Layer_weight_initializers/initializer_with_seed"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="minval" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="maxval" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="truncated_normal" eSuperTypes="#//Layer_weight_initializers/initializer_with_mean_stddev"/> |
| <eClassifiers xsi:type="ecore:EClass" name="zeros"/> |
| <eClassifiers xsi:type="ecore:EClass" name="ones"/> |
| <eClassifiers xsi:type="ecore:EClass" name="glorot_normal" eSuperTypes="#//Layer_weight_initializers/initializer_with_seed"/> |
| <eClassifiers xsi:type="ecore:EClass" name="glorot_uniform" eSuperTypes="#//Layer_weight_initializers/initializer_with_seed"/> |
| <eClassifiers xsi:type="ecore:EClass" name="identity" eSuperTypes="#//Layer_weight_initializers/initializer_with_gain"/> |
| <eClassifiers xsi:type="ecore:EClass" name="initializer_with_gain" abstract="true"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="gain" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="orthogonal" eSuperTypes="#//Layer_weight_initializers/initializer_with_gain #//Layer_weight_initializers/initializer_with_seed"/> |
| <eClassifiers xsi:type="ecore:EClass" name="constant"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="value" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| </eClassifiers> |
| <eClassifiers xsi:type="ecore:EClass" name="variance_scaling" eSuperTypes="#//Layer_weight_initializers/initializer_with_seed"> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="scale" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//Real"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="mode" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| <eStructuralFeatures xsi:type="ecore:EAttribute" name="distribution" ordered="false" |
| lowerBound="1" eType="ecore:EDataType ../../org.eclipse.uml2.types/model/Types.ecore#//String"/> |
| </eClassifiers> |
| </eSubpackages> |
| </ecore:EPackage> |
