nd4j/samediff-import/samediff-import-onnx/src/main/kotlin/org/nd4j/samediff/frameworkimport/onnx/rule/attribute/OnnxStringAttributeToNDArray.kt
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package org.nd4j.samediff.frameworkimport.onnx.rule.attribute
import onnx.Onnx
import org.nd4j.ir.OpNamespace
import org.nd4j.samediff.frameworkimport.*
import org.nd4j.samediff.frameworkimport.ir.IRAttribute
import org.nd4j.samediff.frameworkimport.onnx.ir.OnnxIRAttr
import org.nd4j.samediff.frameworkimport.onnx.isOnnxAttributeName
import org.nd4j.samediff.frameworkimport.onnx.isOnnxTensorName
import org.nd4j.samediff.frameworkimport.onnx.onnxAttributeTypeFor
import org.nd4j.samediff.frameworkimport.opdefs.OpDescriptorLoaderHolder
import org.nd4j.samediff.frameworkimport.process.MappingProcess
import org.nd4j.samediff.frameworkimport.rule.MappingRule
import org.nd4j.samediff.frameworkimport.rule.attribute.AttributeValueType
import org.nd4j.samediff.frameworkimport.rule.attribute.StringAttributeToNDArray
@MappingRule("onnx","convertinputstringtondarray","attribute")
class OnnxStringAttributeToNDArray(mappingNamesToPerform: Map<String, String>, transformerArgs: Map<String, List<OpNamespace.ArgDescriptor>>) :
StringAttributeToNDArray<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto, Onnx.TensorProto.DataType>(mappingNamesToPerform, transformerArgs) {
override fun createIRAttribute(name: String, attrDef: Onnx.AttributeProto, attributeValueType: Onnx.AttributeProto): IRAttribute<Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto, Onnx.TensorProto.DataType> {
return OnnxIRAttr(inputAttributeValue = attributeValueType, inputAttributeDef = attrDef)
}
override fun convertAttributesReverse(allInputArguments: List<OpNamespace.ArgDescriptor>, inputArgumentsToProcess: List<OpNamespace.ArgDescriptor>): List<IRAttribute<Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto, Onnx.TensorProto.DataType>> {
TODO("Not yet implemented")
}
override fun isInputFrameworkTensorName(name: String, mappingProcess: MappingProcess<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.TensorProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto.DataType>): Boolean {
val onnxOp = OpDescriptorLoaderHolder.listForFramework<Onnx.NodeProto>("onnx")[mappingProcess.inputFrameworkOpName()]!!
return isOnnxTensorName(name, onnxOp)
}
override fun isNd4jTensorName(name: String, mappingProcess: MappingProcess<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.TensorProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto.DataType>): Boolean {
val nd4jOpDescriptor = OpDescriptorLoaderHolder.nd4jOpDescriptor.findOp(mappingProcess.opName())
return isNd4jTensorName(name,nd4jOpDescriptor)
}
override fun isInputFrameworkAttributeName(name: String, mappingProcess: MappingProcess<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.TensorProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto.DataType>): Boolean {
val onnxOp = OpDescriptorLoaderHolder.listForFramework<Onnx.NodeProto>("onnx")[mappingProcess.inputFrameworkOpName()]!!
return isOnnxAttributeName(name, onnxOp)
}
override fun isOutputFrameworkAttributeName(name: String, mappingProcess: MappingProcess<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.TensorProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto.DataType>): Boolean {
val nd4jOpDescriptor = OpDescriptorLoaderHolder.nd4jOpDescriptor.findOp(mappingProcess.opName())
return isOutputFrameworkAttributeName(name,nd4jOpDescriptor)
}
override fun argDescriptorType(name: String, mappingProcess: MappingProcess<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.TensorProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto.DataType>): OpNamespace.ArgDescriptor.ArgType {
val nd4jOpDescriptor = OpDescriptorLoaderHolder.nd4jOpDescriptor.findOp(mappingProcess.opName())
return argDescriptorType(name,nd4jOpDescriptor)
}
override fun attributeValueTypeFor(name: String, mappingProcess: MappingProcess<Onnx.GraphProto, Onnx.NodeProto, Onnx.NodeProto, Onnx.TensorProto, Onnx.AttributeProto, Onnx.AttributeProto, Onnx.TensorProto.DataType>): AttributeValueType {
val onnxOp = OpDescriptorLoaderHolder.listForFramework<Onnx.NodeProto>("onnx")[mappingProcess.inputFrameworkOpName()]!!
return onnxAttributeTypeFor(name, onnxOp)
}
}