Mila
Deep Neural Network Library
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Mila::Dnn::Compute::CpuMultiHeadAttentionOp Member List

This is the complete list of members for Mila::Dnn::Compute::CpuMultiHeadAttentionOp, including all inherited members.

backward(const Tensor< float, MR > &input, const Tensor< float, MR > &output, const Tensor< float, MR > &output_gradient, const std::vector< std::shared_ptr< Tensor< float, MR > > > &parameters, std::vector< std::shared_ptr< Tensor< float, MR > > > &parameter_gradients, Tensor< float, MR > &input_gradient, const OperationAttributes &properties, const std::vector< std::shared_ptr< Tensor< float, MR > > > &output_state) constMila::Dnn::Compute::CpuMultiHeadAttentionOpinline
UnaryOperation< DeviceType::Cpu, float >::backward(const Tensor< float, MR > &grad, const std::vector< std::shared_ptr< Tensor< float, MR > > > &parameters, std::vector< std::shared_ptr< Tensor< float, MR > > > &output_grads) constMila::Dnn::Compute::UnaryOperation< DeviceType::Cpu, float >inlinevirtual
UnaryOperation< DeviceType::Cpu, float >::backward(const Tensor< float, MR > &input, const Tensor< float, MR > &output_grad, const std::vector< std::shared_ptr< Tensor< float, MR > > > &parameters, std::vector< std::shared_ptr< Tensor< float, MR > > > &parameter_grads, Tensor< float, MR > &input_grad, const OperationAttributes &properties, const std::vector< std::shared_ptr< Tensor< float, MR > > > &output_state) constMila::Dnn::Compute::UnaryOperation< DeviceType::Cpu, float >inlinevirtual
backward_impl(float *dinp, float *dpreatt, float *datt, float *dout, float *inp, float *att, int B, int T, int C, int NH) constMila::Dnn::Compute::CpuMultiHeadAttentionOpinline
config_Mila::Dnn::Compute::CpuMultiHeadAttentionOpprivate
CpuMultiHeadAttentionOp(const MultiHeadAttentionConfig &config)Mila::Dnn::Compute::CpuMultiHeadAttentionOpinline
CpuMultiHeadAttentionOp(std::shared_ptr< DeviceContext > context, const MultiHeadAttentionConfig &config)Mila::Dnn::Compute::CpuMultiHeadAttentionOpinline
device_context_Mila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >private
forward(const Tensor< float, MR > &input, const std::vector< std::shared_ptr< Tensor< float, MR > > > &parameters, const OperationAttributes &properties, Tensor< float, MR > &output, std::vector< std::shared_ptr< Tensor< float, MR > > > &output_state) const overrideMila::Dnn::Compute::CpuMultiHeadAttentionOpinline
UnaryOperation< DeviceType::Cpu, float >::forward(const Tensor< float, MR > &input, const std::vector< std::shared_ptr< Tensor< float, MR > > > &parameters, const OperationAttributes &properties, Tensor< float, MR > &output, std::vector< std::shared_ptr< Tensor< float, MR > > > &output_state) const=0Mila::Dnn::Compute::UnaryOperation< DeviceType::Cpu, float >pure virtual
getDeviceContext() constMila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >inline
getDeviceType() constMila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >inline
getName() const overrideMila::Dnn::Compute::CpuMultiHeadAttentionOpinlinevirtual
getOperationType() constMila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >inline
MR typedefMila::Dnn::Compute::CpuMultiHeadAttentionOp
operation_type_Mila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >private
OperationBase typedefMila::Dnn::Compute::CpuMultiHeadAttentionOp
UnaryOperation< DeviceType::Cpu, float >::OperationBase(OperationType operation_type, std::shared_ptr< DeviceContext > context)Mila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >inline
UnaryOperation(OperationType operation_type)Mila::Dnn::Compute::UnaryOperation< DeviceType::Cpu, float >inline
UnaryOperation(OperationType operation_type, std::shared_ptr< DeviceContext > context)Mila::Dnn::Compute::UnaryOperation< DeviceType::Cpu, float >inline
~OperationBase()=defaultMila::Dnn::Compute::OperationBase< TDeviceType, TInput1, TInput2, TOutput >virtual
~UnaryOperation()=defaultMila::Dnn::Compute::UnaryOperation< DeviceType::Cpu, float >virtual