Mila
Deep Neural Network Library
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Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant > Member List

This is the complete list of members for Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >, including all inherited members.

backward(const TensorType &input, const TensorType &output_grad)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
build(const BuildContext &context) finalMila::Dnn::Component< TDeviceType, TComputePrecision >inlinevirtual
build_context_Mila::Dnn::Component< TDeviceType, TComputePrecision >protected
Component(const std::string &name)Mila::Dnn::Component< TDeviceType, TComputePrecision >inlineexplicit
ComponentBase typedef (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >
forward(const TensorType &input)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
getConfig() const noexcept (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
getDeviceId() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
getDeviceType()Mila::Dnn::Component< TDeviceType, TComputePrecision >inlinestatic
getExecutionContext() constMila::Dnn::Component< TDeviceType, TComputePrecision >inlineprotected
getGradients() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
getMemoryStats() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
getName() constMila::Dnn::Component< TDeviceType, TComputePrecision >inline
getParameterNames() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
getParameters() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
getPrecision() noexceptMila::Dnn::Component< TDeviceType, TComputePrecision >inlinestatic
getRequiredMemory(const BuildContext &context) const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
getTrainingMode() const noexceptMila::Dnn::Component< TDeviceType, TComputePrecision >inline
getType() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
hasBias() const noexcept (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
hasExecutionContext() const noexceptMila::Dnn::Component< TDeviceType, TComputePrecision >inlineprotected
HostStagingMemoryResource typedefMila::Dnn::Component< TDeviceType, TComputePrecision >protected
installSharedOutput(std::shared_ptr< TensorType > output)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
installSharedWeight(std::shared_ptr< WeightTensorType > shared_weight)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
installSharedWeight(std::shared_ptr< WeightTensorType > shared_weight, std::shared_ptr< WeightScaleTensorType > shared_scales)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inline
isBuilt() const finalMila::Dnn::Component< TDeviceType, TComputePrecision >inlinevirtual
kIsQuantized (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >static
kWeightDtype (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >static
Linear(const std::string &name, const LinearConfig &config, std::optional< DeviceId > device_id=std::nullopt)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlineexplicit
load_(ModelArchive &archive, SerializationMode mode)Mila::Dnn::Component< TDeviceType, TComputePrecision >inlinevirtual
loadParameter(const std::string &name, const ITensorBlob &blob) overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
loadParameterFromBlob(const std::string &param_name, const Serialization::ITensorBlob &blob, Tensor< TParameterPrecision, TMemoryResource > &target, const shape_t &expected_shape)Mila::Dnn::Component< TDeviceType, TComputePrecision >inlineprotected
MR typedef (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >
onBuilding(const BuildContext &context) overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlineprotectedvirtual
onExecutionContextSet() overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlineprotectedvirtual
onTrainingModeChanging(TrainingMode mode) overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlineprotectedvirtual
OpType typedef (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >
parameterCount() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
requireSerializableParameters() constMila::Dnn::Component< TDeviceType, TComputePrecision >inlinevirtual
save_(ModelArchive &archive, SerializationMode mode) const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
saveFlatTensors(Serialization::SafeTensorsWriter &writer, const std::string &prefix, Serialization::TensorSavePass pass) const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
saveParameterToArchive(ModelArchive &archive, const std::string &parameter_name, const Tensor< TParameterPrecision, TMemoryResource > &parameter) constMila::Dnn::Component< TDeviceType, TComputePrecision >inlineprotected
saveParameterToWriter(Serialization::SafeTensorsWriter &writer, const std::string &flat_name, const Tensor< TParameterPrecision, TMemoryResource > &parameter, Serialization::TensorSavePass pass) constMila::Dnn::Component< TDeviceType, TComputePrecision >inlineprotected
setExecutionContext(IExecutionContext *context)Mila::Dnn::Component< TDeviceType, TComputePrecision >inlineprotected
setTrainingMode(TrainingMode mode)Mila::Dnn::Component< TDeviceType, TComputePrecision >inline
synchronize() overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
TensorType typedef (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >
toString() const overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
WeightScaleTensorType typedef (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >
WeightTensorType typedef (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >
zeroGradients() overrideMila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >inlinevirtual
~Linear() override=default (defined in Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >)Mila::Dnn::Linear< TDeviceType, TComputePrecision, TWeightQuant >