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arrayfire - Rust

ArrayFire is a high performance software library for parallel computing with an easy-to-use API. ArrayFire abstracts away much of the details of programming parallel architectures by providing a high-level container object, the Array, that represents data stored on a CPU, GPU, FPGA, or other type of accelerator. This abstraction permits developers to write massively parallel applications in a high-level language where they need not be concerned about low-level optimizations that are frequently required to achieve high throughput on most parallel architectures. This crate provides Rust bindings for the ArrayFire library. Given below table shows the rust bindings compatability with ArrayFire upstream. If you find any bugs, please report them on github.

Only, Major(M) & Minor(m) version numbers need to match. p1 and p2 are patch/fix updates for arrayfire-rust & ArrayFire respectively, and they don't need to match.

Please go through our tutorials book for more explanations on how to use ArrayFire to speedup your code.

Default error handler for error code returned by ArrayFire FFI calls

Computes absolute value

Perform exclusive sum of elements along a given dimension

Compute acos

Compute acosh

Addition of two Arrays

Find if all of the values along a given dimension in the Array are true

Find if all values of Array are non-zero

Key based AND of elements along a given dimension

Allocates space using Arrayfire allocator in host memory

Allocate non-pageable memory on HOST memory

Elementwise logical and operation of two Arrays

Anisotropic smoothing filter

Find if any of the values along a given dimension in the Array are true

Find if any value of Array is non-zero

Key based OR of elements along a given dimension

Perform signal interpolation for 1d signals

Perform signal interpolation for 1d signals along specified dimension

Same as approx1_uniform but uses existing Array as output

Same as approx1 but uses existing Array as output

Perform signal interpolation for 2d signals

Perform signal interpolation for 2d signals along a specified dimension

Same as approx2_uniform but uses existing Array as output

Same as approx2 but uses existing Array as output

Computes phase value

Compute asin

Compute asinh

Assign an Array to another after indexing it using any combination of Array's and Sequence's

Assign(copy) content of an Array to another Array indexed by Sequences

Compute atan

Calculate atan2 of two Arrays

Compute atanh

Bilateral Filter.

Elementwise AND(bit) operation of two Arrays

Perform bitwise complement on all values of Array

Elementwise OR(bit) operation of two Arrays

Elementwise XOR(bit) operation of two Arrays

Canny edge detection operator

Compute the cube root

Ceil the values in an Array

Perform Cholesky decomposition

Perform inplace Cholesky decomposition

Clamp the values of Array

Extract col_num col from input Array

Color space conversion

Get all cols from first to last in the input Array

Segment image based on similar pixel characteristics

Compute the complex conjugate

Create an Array with constant value

1d convolution

2d convolution

Backward pass gradient of 2D convolution

Convolution Integral for two dimensional data

Separable convolution for 2d signals

3d convolution

Compute correlation coefficient

Compute cos

Compute cosh

Count number of non-zero elements along a given dimension

Count number of non-zero values in the Array

Find total count of elements with similar keys along a given dimension

Compute covariance of two Arrays

Compute covariance of two Arrays

Create a complex Array from real Array

Create complex array from two Arrays

Find the determinant of the matrix

Get total number of available devices

Call the garbage collection routine

Gets the information about device and platform as strings.

Get memory information from the memory manager for the current active device

Create a diagonal matrix

Extract diagonal from a given Matrix

Calculate first order numerical difference along a given dimension

Calculate second order numerical difference along a given dimension

Dilate an Image

Dilate a Volume

Division of two Arrays

Difference of Gaussians.

Calculate the dot product of vectors.

Perform equals comparison operation

Compute error function value

Compute the complementary error function value

Erode an Image

Erode a Volume

evaluate multiple arrays

Compute e raised to the power of value

Compute e raised to the power of value -1

Compute the factorial

Fast feature detector

Fast fourier transform for 1d signals

Fast fourier transform for 2d signals

2d Complex to Real fast fourier transform

In place 2d dimensional Fast fourier transform

2d Real to Complex fast fourier transform

Fast fourier transform for 3d signals

3d Complex to Real fast fourier transform

In place 3d dimensional Fast fourier transform

3d Real to Complex fast fourier transform

1d Complex to Real fast fourier transform

1d convolution using fast-fourier transform

2d convolution using fast-fourier transform

3d convolution using fast-fourier transform

In place 1d dimensional Fast fourier transform

1d Real to Complex fast fourier transform

Finite impulse filter

Flatten the multidimensional Array to an 1D Array

Flip the Array

Floor the values in an Array

Frees memory allocated by Arrayfire allocator in host memory

Free the pointer returned by alloc_pinned

Creates a Gaussian Kernel.

Perform greater than equals comparison operation

BLAS general matrix multiply (GEMM) of two Array objects

Get current active backend

Get the available backends

Get the available backend count

Get default random engine

Get the current active device id

Fetch last error description as String

Get the minimum memory chunk size

Get ArrayFire Revision (commit) information of the library.

Get the seed of random number generator

Get size, in bytes, of the arrayfire native type

Get ArrayFire Version Number

Calculate the gradients

Grayscale to Color(RGB) conversion

Perform greater than comparison operation

Hamming feature matcher

Default error handling callback provided by ArrayFire crate

Harris corner detector.

Histogram Equalization

Compute Histogram of an Array

Homography estimation

HSV to RGB color space conversion

Compute length of hypotenuse of two Arrays

Create an identity array with 1's in diagonal

Inverse fast fourier transform for 1d signals

Inverse fast fourier transform for 2d signals

In place 2d dimensional inverse fast fourier transform

Inverse fast fourier transform for 3d signals

In place 3d dimensional inverse fast fourier transform

In place 1d dimensional inverse fast fourier transform

Infinite impulse response filter

Extract imaginary values from a complex Array

Find maximum value along given dimension and their corresponding indices

Find maximum and it's index in the whole Array

Find minimum value along given dimension and their corresponding indices

Find minimum and it's index in the whole Array

Indexes the input Array using seqs Sequences

Index an Array using any combination of Array's and Sequence's

Print library meta-info

Return library meta-info as String

Initialize ArrayFire library

Compute inverse of a matrix

Inverse deconvolution

Create a range of values

Check if a device has double support

Get eval flag value

Check if a device has half support

Function to check if Image I/O is available

Function to check if lapack support is available

Check if values are infinity

Check if values are NaN

Check if values are zero

Iterative Deconvolution

Join two arrays

Join multiple arrays

Perform less than equals comparison operation

Compute the logarithm of absolute values of gamma function

Load Image into Array

Load Image into Array in it's native type

Locate the indices of non-zero elements.

Compute the natural logarithm

Compute the logarithm of input Array + 1

Compute logarithm base 2

Compute logarithm base 10

Lookup(hash) an Array using another Array

Create lower triangular matrix

Perform less than comparison operation

Perform LU decomposition

Perform inplace LU decomposition

Image matching

Matrix multiple of two Arrays

Find maximum among elements of given dimension

Find maximum among all values of the Array

Find maximum among values of similar keys along a given dimension

Max reduction along given axis as per ragged lengths provided

Box filter with maximum as box operation

Elementwise maximum operation of two Arrays

Mean along specified dimension

Compute mean of all data

Compute weighted mean of all data

Meanshift Filter.

Weighted mean along specified dimension

Calculate mean and variance in single API call

Median filter

One dimensional median filter on image

Find the median along a given dimension

Compute median of all data

Find minimum among elements of given dimension

Find minimum among all values of the Array

Find minimum among values of similar keys along a given dimension

Box filter with minimum as box operation

Elementwise minimum operation of two Arrays

Change the shape of the Array

Compute modulo of two Arrays

Find Image moments

Find Image moment for whole image

Multiplication of two Arrays

Nearest Neighbour.

Elementwise not equals comparison of two Arrays

Find the norm of a matrix

Elementwise logical or operation of two Arrays

ORB feature descriptor

Pad input Array along borders

Psuedo Inverse of Matrix

Computer power

Compute two raised to the power of value

Print data in the Array

Generalized Array print function

Print buffer details from the ArrayFire device manager

Compute product of elements along a given dimension

Product of all values of the Array

Find product of all values with similar keys along a given dimension

Compute product of all values with similar keys along a given dimension

Product of elements along specific dimension using user specified value instead of NAN values

Product of all values using user provided value for NAN

Perform QR decomposition

Perform inplace QR decomposition

Create random numbers from normal distribution

Generate array of normal numbers using a random engine

Generate array of uniform numbers using a random engine

Create random numbers from uniform distribution

Create a Range of values

Find rank of a matrix

Extract real values from a complex Array

Find blobs in given image.

Register user provided error handler

Compute remainder from two Arrays

Reorder the array in specified order

Reorder the array according to the new specified axes

Inplace replace in Array based on a condition

Inplace replace in Array based on a condition

Resize an Image

Color(RGB) to Grayscale conversion

RGB to HSV color space conversion

RGB to YCbCr colorspace converter.

Compute root

Rotate an Image

Round the values in an Array

Extract row_num row from input Array

Get an Array with all rows from first to last in the input Array

Compute the reciprocal square root

Summed area table of an Image

Save an Array to an image file

Save an Array without modifications to an image file

Scale an Image

Generalized scan

Generalized scan by key

Element wise conditional operator for Arrays

Element wise conditional operator for Arrays

Element wise conditional operator for Arrays

Toggle backends between cuda, opencl or cpu

Set col_num^th col in inout Array to a new Array new_col

Set cols from first to last in inout Array with cols from Array new_cols

Sets the cuBLAS math mode for the internal handle.

Set the random engine type for default random number generator

Set active device

Set fft plan cache size

Find intersection of two sets

Set eval flag value

Set the minimum memory chunk size

Set row_num^th row in inout Array to a new Array new_row

Set rows from first to last in inout Array with rows from Array new_rows

Set seed for random number generation

Set slice slice_num in inout Array to a new Array new_slice

Set first to last slices of inout Array to a new Array new_slices

Find union of two sets

Find unique values from a Set

"Circular shift of values along specified dimension

Compute left shift

Compute right shift

Compute sigmoid function

Computes the sign of input Array values

Compute sin

Compute sinh

Skew an image

Get slice_num^th slice from input Array

Get slices from first to last in input Array

Sobel Operator

Solve a system of equations

Solve a system of equations

Sort the values in input Arrays

Sort the values in input Arrays

Sort the values in input Arrays

Create sprase matrix from arrays

Convert between sparse formats

Convert dense array to sparse array

Create sprase matrix from data on host memory

Get cololumn indices Array

Get sparse format

Get sparse Array information

Get number of non-zero elements in sparse array

Get row indices Array

Get values of sparse Array

Convert sparse array to dense array

Compute the square root

Standard deviation along specified axis

Compute standard deviation of all data

Compute standard deviation of all data

Standard deviation along given axis

Subtraction of two Arrays

Sum elements along a given dimension

Sum all values of the Array

Find sum of all values with similar keys along a given dimension

Compute sum of all values with similar keys along a given dimension

Sum along specific dimension using user specified value instead of NAN values

Sum all values using user provided value for NAN

SUSAN corner detector.

Perform Singular Value Decomposition

Perform Singular Value Decomposition inplace

Sync all operations on given device

Compute tan

Compute tanh

Compute gamma function

Tile the input array along specified dimension

Find top k elements along a given dimension

Transform(Affine) an Image

Transform input coordinates

Translate an Image

Transpose of a matrix.

Inplace transpose of a matrix.

Truncate the values in an Array

Generate an array with image windows as columns

Create upper triangular matrix

Compute Variance along a specific dimension

Compute Variance of all elements

Compute Variance of all elements

Compute weighted variance of all data

Compute Variance along a specific dimension

Weight variance along specified dimension

Converts unwrapped image to an image

YCbCr to RGB colorspace converter.

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