container::op Namespace Reference

Classes
struct	add_op
	A functor to perform add operation on a Tensor. More...
struct	div_op
class	EinsumOpTest
struct	inflate_op
	A functor for inflating a tensor. More...
class	LinalgOpTest
struct	mul_op
struct	reduce_op
struct	stride_op
	A functor to perform stride operation on a Tensor. More...
struct	transpose_op

Functions
template<typename... Tensors>
std::enable_if< std::is_same< typenamestd::common_type< Tensors... >::type, Tensor >::value, Tensor >::type	einsum_impl (const std::string &equation, const EinsumOption &option, const Tensors &... tensors)
	Computes the Einstein summation convention on the given tensors based on the expression passed as a string.
	TYPED_TEST_SUITE (EinsumOpTest, base::utils::Types)
	TYPED_TEST (EinsumOpTest, Transform)
	TYPED_TEST (EinsumOpTest, Reduce)
	TYPED_TEST (EinsumOpTest, Stride)
	TYPED_TEST (EinsumOpTest, Inflate)
	TYPED_TEST (EinsumOpTest, ContractDot)
	TYPED_TEST (EinsumOpTest, ContractGemv)
	TYPED_TEST (EinsumOpTest, ContractGemm)
	TYPED_TEST (EinsumOpTest, TransformEllipsis)
	TYPED_TEST (EinsumOpTest, ReduceEllipsis)
	TYPED_TEST (EinsumOpTest, StrideEllipsis)
	TYPED_TEST (EinsumOpTest, InflateEllipsis)
	TYPED_TEST (EinsumOpTest, ContractGemmEllipsis)
	TYPED_TEST_SUITE (LinalgOpTest, base::utils::Types)
	TYPED_TEST (LinalgOpTest, Add)
	TYPED_TEST (LinalgOpTest, Sub)
	TYPED_TEST (LinalgOpTest, AddScalar)
	TYPED_TEST (LinalgOpTest, Mul)
	TYPED_TEST (LinalgOpTest, MulScalar)
	TYPED_TEST (LinalgOpTest, Div)
	TYPED_TEST (LinalgOpTest, Transpose)
	TYPED_TEST (LinalgOpTest, Stride)
	TYPED_TEST (LinalgOpTest, Inflate)
	TYPED_TEST (LinalgOpTest, Reduce)

Function Documentation

einsum_impl()

template<typename... Tensors>

std::enable_if< std::is_same< typenamestd::common_type< Tensors... >::type, Tensor >::value, Tensor >::type container::op::einsum_impl	(	const std::string &	equation,
		const EinsumOption &	option,
		const Tensors &...	tensors
	)

Computes the Einstein summation convention on the given tensors based on the expression passed as a string.

Template Parameters

Tensors

Variadic template parameter pack for the input tensors.

Parameters

equation	The Einstein summation convention expression.
tensors	The input tensors for the summation operation.

Returns

The resulting tensor after applying the Einstein summation convention on the input tensors.

Exceptions

std::invalid_argument	if the expression or the input tensors are invalid.
std::runtime_error	if an error occurs while performing the summation operation.

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TYPED_TEST() [1/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		ContractDot
	)

TYPED_TEST() [2/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		ContractGemm
	)

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TYPED_TEST() [3/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		ContractGemmEllipsis
	)

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TYPED_TEST() [4/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		ContractGemv
	)

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TYPED_TEST() [5/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		Inflate
	)

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TYPED_TEST() [6/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		InflateEllipsis
	)

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TYPED_TEST() [7/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		Reduce
	)

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TYPED_TEST() [8/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		ReduceEllipsis
	)

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TYPED_TEST() [9/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		Stride
	)

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TYPED_TEST() [10/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		StrideEllipsis
	)

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TYPED_TEST() [11/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		Transform
	)

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TYPED_TEST() [12/22]

container::op::TYPED_TEST	(	EinsumOpTest	,
		TransformEllipsis
	)

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TYPED_TEST() [13/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Add
	)

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TYPED_TEST() [14/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		AddScalar
	)

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TYPED_TEST() [15/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Div
	)

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TYPED_TEST() [16/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Inflate
	)

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TYPED_TEST() [17/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Mul
	)

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TYPED_TEST() [18/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		MulScalar
	)

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TYPED_TEST() [19/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Reduce
	)

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TYPED_TEST() [20/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Stride
	)

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TYPED_TEST() [21/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Sub
	)

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TYPED_TEST() [22/22]

container::op::TYPED_TEST	(	LinalgOpTest	,
		Transpose
	)

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TYPED_TEST_SUITE() [1/2]

container::op::TYPED_TEST_SUITE	(	EinsumOpTest	,
		base::utils::Types
	)

TYPED_TEST_SUITE() [2/2]

container::op::TYPED_TEST_SUITE	(	LinalgOpTest	,
		base::utils::Types
	)