thrust::transform#

Overloads#

transform(exec, first, last, result, op)#

template<typename DerivedPolicy, typename InputIterator, typename OutputIterator, typename UnaryFunction>
OutputIterator thrust::transform(
const thrust::detail::execution_policy_base<DerivedPolicy> &exec,
InputIterator first,
InputIterator last,
OutputIterator result,
UnaryFunction op,
)#

This version of transform applies a unary function to each element of an input sequence and stores the result in the corresponding position in an output sequence.

Specifically, for each iterator i in the range [first, last) the operation op(*i) is performed and the result is assigned to *o, where o is the corresponding output iterator in the range [result, result + (last - first) ). The input and output sequences may coincide, resulting in an in-place transformation.

The algorithm’s execution is parallelized as determined by exec.

The following code snippet demonstrates how to use transform to negate a range in-place using the thrust::host execution policy for parallelization:

#include <thrust/transform.h>
#include <thrust/functional.h>
#include <thrust/execution_policy.h>
...

int data[10] = {-5, 0, 2, -3, 2, 4, 0, -1, 2, 8};

::cuda::std::negate<int> op;
thrust::transform(thrust::host, data, data + 10, data, op); // in-place transformation

// data is now {5, 0, -2, 3, -2, -4, 0, 1, -2, -8};

\verbatim embed:rst Some backends of transform may take advantage knowing if the transformation operation supports :ref:copyable arguments <address-stability>. \endverbatim

See also

https://en.cppreference.com/w/cpp/algorithm/transform

Parameters:

  • exec – The execution policy to use for parallelization.

  • first – The beginning of the input sequence.

  • last – The end of the input sequence.

  • result – The beginning of the output sequence.

  • op – The transformation operation. Relying on the address of op’s arguments in its implementation is deprecated.

Template Parameters:

  • DerivedPolicy – The name of the derived execution policy.

  • InputIterator – is a model of Input Iterator and InputIterator's value_type is convertible to UnaryFunction's argument type.

  • OutputIterator – is a model of Output Iterator.

  • UnaryFunction – is a unary function type which’s return type is convertible to OutputIterator's value_type.

Returns:

The end of the output sequence.

Pre:

first may equal result, but the range [first, last) shall not overlap the range [result, result + (last - first)) otherwise.

transform(first, last, result, op)#

template<typename InputIterator, typename OutputIterator, typename UnaryFunction>
OutputIterator thrust::transform(
InputIterator first,
InputIterator last,
OutputIterator result,
UnaryFunction op,
)#

This version of transform applies a unary function to each element of an input sequence and stores the result in the corresponding position in an output sequence.

Specifically, for each iterator i in the range [first, last) the operation op(*i) is performed and the result is assigned to *o, where o is the corresponding output iterator in the range [result, result + (last - first) ). The input and output sequences may coincide, resulting in an in-place transformation.

The following code snippet demonstrates how to use transform 

#include <thrust/transform.h>
#include <thrust/functional.h>

int data[10] = {-5, 0, 2, -3, 2, 4, 0, -1, 2, 8};

::cuda::std::negate<int> op;
thrust::transform(data, data + 10, data, op); // in-place transformation

// data is now {5, 0, -2, 3, -2, -4, 0, 1, -2, -8};

\verbatim embed:rst Some backends of transform may take advantage knowing if the transformation operation supports :ref:copyable arguments <address-stability>. \endverbatim

See also

https://en.cppreference.com/w/cpp/algorithm/transform

Parameters:

  • first – The beginning of the input sequence.

  • last – The end of the input sequence.

  • result – The beginning of the output sequence.

  • op – The transformation operation. Relying on the address of op’s arguments in its implementation is deprecated.

Template Parameters:

  • InputIterator – is a model of Input Iterator and InputIterator's value_type is convertible to UnaryFunction's argument type.

  • OutputIterator – is a model of Output Iterator.

  • UnaryFunction – is a unary function type which’s return type is convertible to OutputIterator's value_type.

Returns:

The end of the output sequence.

Pre:

first may equal result, but the range [first, last) shall not overlap the range [result, result + (last - first)) otherwise.

transform(exec, first1, last1, first2, result, op)#

template<typename DerivedPolicy, typename InputIterator1, typename InputIterator2, typename OutputIterator, typename BinaryFunction>
OutputIterator thrust::transform(
const thrust::detail::execution_policy_base<DerivedPolicy> &exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
OutputIterator result,
BinaryFunction op,
)#

This version of transform applies a binary function to each pair of elements from two input sequences and stores the result in the corresponding position in an output sequence.

Specifically, for each iterator i in the range [first1, last1) and j = first + (i - first1) in the range [first2, last2) the operation op(*i,*j) is performed and the result is assigned to *o, where o is the corresponding output iterator in the range [result, result + (last - first) ). The input and output sequences may coincide, resulting in an in-place transformation.

The algorithm’s execution is parallelized as determined by exec.

The following code snippet demonstrates how to use transform to compute the sum of two ranges using the thrust::host execution policy for parallelization:

#include <thrust/transform.h>
#include <thrust/functional.h>
#include <thrust/execution_policy.h>
...

int input1[6] = {-5,  0,  2,  3,  2,  4};
int input2[6] = { 3,  6, -2,  1,  2,  3};
int output[6];

::cuda::std::plus<int> op;
thrust::transform(thrust::host, input1, input1 + 6, input2, output, op);

// output is now {-2,  6,  0,  4,  4,  7};

\verbatim embed:rst Some backends of transform may take advantage knowing if the transformation operation supports :ref:copyable arguments <address-stability>. \endverbatim

See also

https://en.cppreference.com/w/cpp/algorithm/transform

Parameters:

  • exec – The execution policy to use for parallelization.

  • first1 – The beginning of the first input sequence.

  • last1 – The end of the first input sequence.

  • first2 – The beginning of the second input sequence.

  • result – The beginning of the output sequence.

  • op – The transformation operation. Relying on the address of op’s arguments in its implementation is deprecated.

Template Parameters:

  • DerivedPolicy – The name of the derived execution policy.

  • InputIterator1 – is a model of Input Iterator and InputIterator1's value_type is convertible to BinaryFunction's first argument type.

  • InputIterator2 – is a model of Input Iterator and InputIterator2's value_type is convertible to BinaryFunction's second argument type.

  • OutputIterator – is a model of Output Iterator.

  • BinaryFunction – is a binary function type which’s return type is convertible to OutputIterator's value_type.

Returns:

The end of the output sequence.

Pre:

first1 may equal result, but the range [first1, last1) shall not overlap the range [result, result + (last1 - first1)) otherwise.

Pre:

first2 may equal result, but the range [first2, first2 + (last1 - first1)) shall not overlap the range [result, result + (last1 - first1)) otherwise.

transform(first1, last1, first2, result, op)#

template<typename InputIterator1, typename InputIterator2, typename OutputIterator, typename BinaryFunction>
OutputIterator thrust::transform(
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
OutputIterator result,
BinaryFunction op,
)#

This version of transform applies a binary function to each pair of elements from two input sequences and stores the result in the corresponding position in an output sequence.

Specifically, for each iterator i in the range [first1, last1) and j = first + (i - first1) in the range [first2, last2) the operation op(*i,*j) is performed and the result is assigned to *o, where o is the corresponding output iterator in the range [result, result + (last - first) ). The input and output sequences may coincide, resulting in an in-place transformation.

The following code snippet demonstrates how to use transform 

#include <thrust/transform.h>
#include <thrust/functional.h>

int input1[6] = {-5,  0,  2,  3,  2,  4};
int input2[6] = { 3,  6, -2,  1,  2,  3};
int output[6];

::cuda::std::plus<int> op;
thrust::transform(input1, input1 + 6, input2, output, op);

// output is now {-2,  6,  0,  4,  4,  7};

\verbatim embed:rst Some backends of transform may take advantage knowing if the transformation operation supports :ref:copyable arguments <address-stability>. \endverbatim

See also

https://en.cppreference.com/w/cpp/algorithm/transform

Parameters:

  • first1 – The beginning of the first input sequence.

  • last1 – The end of the first input sequence.

  • first2 – The beginning of the second input sequence.

  • result – The beginning of the output sequence.

  • op – The transformation operation. Relying on the address of op’s arguments in its implementation is deprecated.

Template Parameters:

  • InputIterator1 – is a model of Input Iterator and InputIterator1's value_type is convertible to BinaryFunction's first argument type.

  • InputIterator2 – is a model of Input Iterator and InputIterator2's value_type is convertible to BinaryFunction's second argument type.

  • OutputIterator – is a model of Output Iterator.

  • BinaryFunction – is a binary function type which’s return type is convertible to OutputIterator's value_type.

Returns:

The end of the output sequence.

Pre:

first1 may equal result, but the range [first1, last1) shall not overlap the range [result, result + (last1 - first1)) otherwise.

Pre:

first2 may equal result, but the range [first2, first2 + (last1 - first1)) shall not overlap the range [result, result + (last1 - first1)) otherwise.