Returns a list of extensions supported by the device.

Find the path to LightGBM library files. Returns ------- lib_path: list of strings List of all found library paths to LightGBM.

Flushes the command queue. \see_opencl_ref{clFlush}

Free Booster's network. Returns ------- self : Booster Booster with freed network.

Generate auto config file. Parameters ---------- config_hpp : string Path to the config header file. config_out_cpp : string

Write descriptions of parameters to the documentation file. Parameters ---------- sections : list Names of parameters sections.

generate a matrix inside 'in' and do the tranposition inside 'out'

Get aliases of all parameters. Parameters ---------- infos : list Content of the config header file. Returns -------

Returns a pointer to the context object which generated the error notification.

Returns the device that the command queue issues commands to.

Returns a reasonably synchronized pair of timestamps from the device timer and the host timer as seen by device in nanoseconds. The first of returned

Returns a vector of devices for the context.

\internal_ (deprecated)

Returns the current value of the host clock as seen by device in nanoseconds. \see_opencl21_ref{clGetHostTimer} \opencl_version_warning{2,1}

Get the initial score of the Dataset. Returns ------- init_score : numpy array or None Init score of Booster.

Get names of all parameters. Parameters ---------- infos : list Content of the config header file. Returns ------- n

Parse config header file. Parameters ---------- config_hpp : string Path to the config header file. Returns -------

Returns a pointer to the private info memory block.

Returns the size of the private info memory block.

\internal_ (deprecated)

Returns the global memory size in bytes.

returns true if the device has remquo() built-in OpenCL function implementation

not using visual studio in windows

not using visual studio in windows

Inserts \p program into the cache with \p key.

returns true if the platform is Apple OpenCL platform

returns true if the device is from Apple OpenCL Platform

returns true if the device is an nvidia gpu

! \brief True if bin is trivial (contains only one bin) */

! \brief True if bin is trivial (contains only one bin) */

Returns the linear size of the extents. This is equivalent to the product of each extent in each dimension.

generate a coalesced withtout bank conflicts kernel

generates a coalesced transpose kernel

generate a copy kernel program

generate a naive transpose kernel

warning precision is not precise due to the float error accumulation when size is large enough for more precision use double or a kahan sum else resul

Returns the mean value of the distribution.

Get number of models per iteration. Returns ------- model_per_iter : int The number of models per iteration.

Path to parameter caches.

given a string containing the arguments declaration for a function like: "(int a, const float b)", returns a vector containing the name of each argume

\opencl_version_warning{1,2}

\opencl_version_warning{1,2}

\opencl_version_warning{1,2}

Creates a null pipe object.

See https://github.com/pocl/pocl/issues/577, POCL fails when a program with incorrect code is built for the 2nd time

Return the predicted value for each sample. Parameters ---------- X : array-like or sparse matrix of shape = [n_samples, n_fe

Docstring is inherited from the LGBMModel.