AI-MXNetCAPI

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META.json  view on Meta::CPAN

   },
   "name" : "AI-MXNetCAPI",
   "no_index" : {
      "directory" : [
         "t",
         "inc"
      ]
   },
   "prereqs" : {
      "build" : {
         "requires" : {
            "ExtUtils::MakeMaker" : "0"
         }
      },
      "configure" : {
         "requires" : {
            "ExtUtils::MakeMaker" : "0"
         }
      },
      "runtime" : {
         "requires" : {
            "Test::More" : "0"
         }
      }
   },
   "release_status" : "stable",
   "version" : "1.0102"
}

META.yml  view on Meta::CPAN

---
abstract: 'Swig interface to mxnet c api'
author:
  - 'Sergey Kolychev <sergeykolychev.github@gmail.com>'
build_requires:
  ExtUtils::MakeMaker: '0'
configure_requires:
  ExtUtils::MakeMaker: '0'
dynamic_config: 0
generated_by: 'ExtUtils::MakeMaker version 7.24, CPAN::Meta::Converter version 2.143240'
license: apache
meta-spec:
  url: http://module-build.sourceforge.net/META-spec-v1.4.html
  version: '1.4'
name: AI-MXNetCAPI
no_index:
  directory:
    - t
    - inc
requires:
  Test::More: '0'
version: '1.0102'

README  view on Meta::CPAN


To install this module type the following:

   perl Makefile.PL
   make
   make test
   make install

DEPENDENCIES

This module requires mxnet http://mxnet.io
It's used by AI::MXNet

COPYRIGHT AND LICENCE

Copyright (C) 2017 by Sergey Kolychev <sergeykolychev.github@gmail.com>

This library is licensed under Apache 2.0 license https://www.apache.org/licenses/LICENSE-2.0

mxnet.i  view on Meta::CPAN


/*! \brief Set the number of OMP threads to use */
int MXSetNumOMPThreads(int thread_num);

//-------------------------------------
// Part 1: NDArray creation and deletion
//-------------------------------------
/*!
 * \brief create a NDArray handle that is not initialized
 *  can be used to pass in as mutate variables
 *  to hold the result of NDArray
 * \param out the returning handle
 * \return 0 when success, -1 when failure happens
 */
int MXNDArrayCreateNone(NDArrayHandle *out);
/*!
 * \brief create a NDArray with specified shape
 * \param shape the pointer to the shape
 * \param ndim the dimension of the shape
 * \param dev_type device type, specify device we want to take
 * \param dev_id the device id of the specific device

mxnet.i  view on Meta::CPAN

 *  not wrapped by NDArray(thus dependency not being tracked).
 *
 * \param handle the NDArray handle
 * \param data the data source to copy into.
 * \param size the memory size we want to copy into.
 */
int MXNDArraySyncCopyToCPU(NDArrayHandle handle,
                                     void *in,
                                     size_t size);
/*!
 * \brief Wait until all the pending writes with respect NDArray are finished.
 *  Always call this before read data out synchronizely.
 * \param handle the NDArray handle
 * \return 0 when success, -1 when failure happens
 */
int MXNDArrayWaitToRead(NDArrayHandle handle);
/*!
 * \brief Wait until all the pending read/write with respect NDArray are finished.
 *  Always call this before write data into NDArray synchronizely.
 * \param handle the NDArray handle
 * \return 0 when success, -1 when failure happens
 */
int MXNDArrayWaitToWrite(NDArrayHandle handle);
/*!
 * \brief wait until all delayed operations in
 *   the system is completed
 * \return 0 when success, -1 when failure happens
 */

mxnet.i  view on Meta::CPAN

 * \return 0 when success, -1 when failure happens
 */
int MXNDArrayAt(NDArrayHandle handle,
                          mx_uint idx,
                          NDArrayHandle *out);
/*!
 * \brief Reshape the NDArray.
 * \param handle the handle to the ndarray
 * \param ndim number of dimensions of new shape
 * \param dims new shape
 * \param out the NDArrayHandle of reshaped NDArray
 * \return 0 when success, -1 when failure happens
 */
int MXNDArrayReshape(NDArrayHandle handle,
                               int ndim,
                               int *in,
                               NDArrayHandle *out);
/*!
 * \brief get the shape of the array
 * \param handle the handle to the ndarray
 * \param out_dim the output dimension

mxnet.i  view on Meta::CPAN

 *   most user can use it to list all the needed functions
 * \param out_size the size of returned array
 * \param out_array the output function array
 * \return 0 when success, -1 when failure happens
 */
int MXListFunctions(mx_uint *out_size,
                              FunctionHandle **out_array);
/*!
 * \brief get the function handle by name
 * \param name the name of the function
 * \param out the corresponding function handle
 * \return 0 when success, -1 when failure happens
 */
int MXGetFunction(const char *name,
                            FunctionHandle *out);
/*!
 * \brief Get the information of the function handle.
 * \param fun The function handle.
 * \param name The returned name of the function.
 * \param description The returned description of the function.
 * \param num_args Number of arguments.

mxnet.i  view on Meta::CPAN

int MXSymbolSaveToJSON(SymbolHandle symbol, const char **out);
/*!
 * \brief Free the symbol handle.
 * \param symbol the symbol
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolFree(SymbolHandle symbol);
/*!
 * \brief Copy the symbol to another handle
 * \param symbol the source symbol
 * \param out used to hold the result of copy
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolCopy(SymbolHandle symbol, SymbolHandle *out);
/*!
 * \brief Print the content of symbol, used for debug.
 * \param symbol the symbol
 * \param out_str pointer to hold the output string of the printing.
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolPrint(SymbolHandle symbol, const char **out);
/*!
 * \brief Get string name from symbol
 * \param symbol the source symbol
 * \param out The result name.
 * \param success Whether the result is contained in out.
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolGetName(SymbolHandle symbol,
                              const char** out,
                              int *out);
/*!
 * \brief Get string attribute from symbol
 * \param symbol the source symbol
 * \param key The key of the symbol.
 * \param out The result attribute, can be NULL if the attribute do not exist.
 * \param success Whether the result is contained in out.
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolGetAttr(SymbolHandle symbol,
                              const char* key,
                              const char** out,
                              int *out);
/*!
 * \brief Set string attribute from symbol.
 *  NOTE: Setting attribute to a symbol can affect the semantics(mutable/immutable) of symbolic graph.
 *

mxnet.i  view on Meta::CPAN

 * \param value The value to be saved.
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolSetAttr(SymbolHandle symbol,
                              const char* in,
                              const char* in);
/*!
 * \brief Get all attributes from symbol, including all descendents.
 * \param symbol the source symbol
 * \param out_size The number of output attributes
 * \param out 2*out_size strings representing key value pairs.
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolListAttr(SymbolHandle symbol,
                               mx_uint *out_size,
                               const char*** out_array2);
/*!
 * \brief Get all attributes from symbol, excluding descendents.
 * \param symbol the source symbol
 * \param out_size The number of output attributes
 * \param out 2*out_size strings representing key value pairs.
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolListAttrShallow(SymbolHandle symbol,
                                      mx_uint *out_size,
                                      const char*** out_array2);
/*!
 * \brief List arguments in the symbol.
 * \param symbol the symbol
 * \param out_size output size
 * \param out_str_array pointer to hold the output string array

mxnet.i  view on Meta::CPAN

 * \param wrt the name of the arguments to get gradient
 * \param out the returned symbol that has gradient
 * \return 0 when success, -1 when failure happens
 */
int MXSymbolGrad(SymbolHandle sym,
                           mx_uint num_wrt,
                           const char** in,
                           SymbolHandle* out);
/*!
 * \brief infer shape of unknown input shapes given the known one.
 *  The shapes are packed into a CSR matrix represented by arg_ind_ptr and arg_shape_data
 *  The call will be treated as a kwargs call if key != nullptr or num_args==0, otherwise it is positional.
 *
 * \param sym symbol handle
 * \param num_args numbe of input arguments.
 * \param keys the key of keyword args (optional)
 * \param arg_ind_ptr the head pointer of the rows in CSR
 * \param arg_shape_data the content of the CSR
 * \param in_shape_size sizeof the returning array of in_shapes
 * \param in_shape_ndim returning array of shape dimensions of eachs input shape.
 * \param in_shape_data returning array of pointers to head of the input shape.

mxnet.i  view on Meta::CPAN

                                 mx_uint *out_shape_size,
                                 const mx_uint **out_shape_ndim,
                                 const mx_uint ***out_shape_data,
                                 mx_uint *aux_shape_size,
                                 const mx_uint **aux_shape_ndim,
                                 const mx_uint ***aux_shape_data,
                                 int *out);
/*!
 * \brief partially infer shape of unknown input shapes given the known one.
 *
 *  Return partially inferred results if not all shapes could be inferred.
 *  The shapes are packed into a CSR matrix represented by arg_ind_ptr and arg_shape_data
 *  The call will be treated as a kwargs call if key != nullptr or num_args==0, otherwise it is positional.
 *
 * \param sym symbol handle
 * \param num_args numbe of input arguments.
 * \param keys the key of keyword args (optional)
 * \param arg_ind_ptr the head pointer of the rows in CSR
 * \param arg_shape_data the content of the CSR
 * \param in_shape_size sizeof the returning array of in_shapes
 * \param in_shape_ndim returning array of shape dimensions of eachs input shape.
 * \param in_shape_data returning array of pointers to head of the input shape.

mxnet.i  view on Meta::CPAN

                                 mx_uint *out_shape_size,
                                 const mx_uint **out_shape_ndim,
                                 const mx_uint ***out_shape_data,
                                 mx_uint *aux_shape_size,
                                 const mx_uint **aux_shape_ndim,
                                 const mx_uint ***aux_shape_data,
                                 int *out);

/*!
 * \brief infer type of unknown input types given the known one.
 *  The types are packed into a CSR matrix represented by arg_ind_ptr and arg_type_data
 *  The call will be treated as a kwargs call if key != nullptr or num_args==0, otherwise it is positional.
 *
 * \param sym symbol handle
 * \param num_args numbe of input arguments.
 * \param keys the key of keyword args (optional)
 * \param arg_type_data the content of the CSR
 * \param in_type_size sizeof the returning array of in_types
 * \param in_type_data returning array of pointers to head of the input type.
 * \param out_type_size sizeof the returning array of out_types
 * \param out_type_data returning array of pointers to head of the input type.

mxnet.i  view on Meta::CPAN

 */
int MXListDataIters(mx_uint *out_size,
                              DataIterCreator **out_array);
/*!
 * \brief Init an iterator, init with parameters
 * the array size of passed in arguments
 * \param handle of the iterator creator
 * \param num_param number of parameter
 * \param keys parameter keys
 * \param vals parameter values
 * \param out resulting iterator
 * \return 0 when success, -1 when failure happens
 */
int MXDataIterCreateIter(DataIterCreator handle,
                                   mx_uint num_param,
                                   const char **keys,
                                   const char **vals,
                                   DataIterHandle *out);
/*!
 * \brief Get the detailed information about data iterator.
 * \param creator the DataIterCreator.

mxnet.i  view on Meta::CPAN

 * \param priority the priority of the action
 * \return 0 when success, -1 when failure happens
 */
int MXKVStorePullEx(KVStoreHandle handle,
                              mx_uint num,
                              const char** in,
                              NDArrayHandle* in,
                              int priority);
/*!
 * \brief user-defined updater for the kvstore
 * It's this updater's responsibility to delete \a recv and \a local
 * \param the key
 * \param recv the pushed value on this key
 * \param local the value stored on local on this key
 * \param handle The additional handle to the updater
 */
typedef void (MXKVStoreUpdater)(int key,
                                NDArrayHandle recv,
                                NDArrayHandle local,
                                void *handle);
/*!

mxnet.i  view on Meta::CPAN

                                             const char* cmd_body);

/**
 * \brief Get the number of ps dead node(s) specified by {node_id}
 *
 * \param handle handle to the KVStore
 * \param node_id Can be a node group or a single node.
 *                kScheduler = 1, kServerGroup = 2, kWorkerGroup = 4
 * \param number Ouptut number of dead nodes
 * \param timeout_sec A node fails to send heartbeart in {timeout_sec} seconds
 *                    will be presumed as 'dead'
 */
int MXKVStoreGetNumDeadNode(KVStoreHandle handle,
                                      const int node_id,
                                      int *out,
                                      const int timeout_sec = 60);

/**
 * \brief Create a RecordIO writer object
 * \param uri path to file
 * \param out handle pointer to the created object

mxnet_typemaps.i  view on Meta::CPAN

}

%typemap(in,numinputs=0) (const char **out) (char *temp)
{
    temp = NULL;
    $1 = &temp;
}

%typemap(argout) (const char **out)
{
    if(!result)
    {
        $result = newSVpv(*$1, 0);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (int *out) (int temp)
{
    temp = 0;
    $1 = &temp;
}

%typemap(argout) (int *out)
{
    if(!result)
    {
        $result = newSViv(*$1);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (nn_uint *out_size, const char ***out_array) (nn_uint temp_size, char** temp),
                         (mx_uint *out_size, const char ***out_array) (mx_uint temp_size, char** temp)
{
    $1 = &temp_size;
    $2 = &temp;
}

%typemap(argout) (nn_uint *out_size, const char ***out_array),
                 (mx_uint *out_size, const char ***out_array)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *));
        for (i = 0; i < *$1 ; i++) {
            svs[i] = newSVpv((*$2)[i],0);
            sv_2mortal(svs[i]);
        };
        myav = av_make(*$1,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint *out_size, const char ***out_array2) (mx_uint temp_size, char** temp)
{
    $1 = &temp_size;
    $2 = &temp;
}

%typemap(argout) (mx_uint *out_size, const char ***out_array2)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *)*2);
        for (i = 0; i < *$1*2 ; i++) {
            svs[i] = newSVpv((*$2)[i],0);
            sv_2mortal(svs[i]);
        };
        myav = av_make(*$1*2,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in) (FunctionHandle in)
{
    int res;
    void **void_ptrptr = const_cast< void** >(&$1);
    res = SWIG_ConvertPtr($input,void_ptrptr, 0, 0);
    if (!SWIG_IsOK(res)) {
        SWIG_exception_fail(SWIG_ArgError(res), "in method '" "$symname" "', argument " "$argnum"" of type '" "FunctionHandle""'"); 
    }
}

%typemap(in) (AtomicSymbolCreator in)
{
    int res = SWIG_ConvertPtr($input,&$1, 0, 0);
    if (!SWIG_IsOK(res)) {
        SWIG_exception_fail(SWIG_ArgError(res), "in method '" "$symname" "', argument " "$argnum"" of type '" "AtomicSymbolCreator""'"); 
    }
}

%typemap(in) (const void *in), (void *in)
{
    STRLEN len;
    $1 = (void *)SvPV($input, len);
}

%typemap(in) (const char *in)

mxnet_typemaps.i  view on Meta::CPAN


%typemap(freearg) (const int *in), (int *in) {
    Safefree($1);
}

%typemap(in) (NDArrayHandle* in), (SymbolHandle* in)
{
    AV *tempav;
    int i;
    SV  **tv;
    int res;
    int av_len;
    if (!SvROK($input))
        croak("Argument $argnum is not a reference.");
        if (SvTYPE(SvRV($input)) != SVt_PVAV)
        croak("Argument $argnum is not an array.");
        tempav = (AV*)SvRV($input);
    av_len = av_top_index(tempav) + 1;
    if(av_len)
    {
        $1 = ($1_type)safemalloc(av_len*sizeof($*1_type));
        for (i = 0; i < av_len; i++) {
            tv = av_fetch(tempav, i, 0);    
            res = SWIG_ConvertPtr(*tv,SWIG_as_voidptrptr(&$1[i]), $*1_descriptor, 0);
            if (!SWIG_IsOK(res)) {
                SWIG_exception_fail(SWIG_ArgError(res), "in method '" "$symname" "', argument " "$argnum"" of type '" "$*1_type""'"); 
            }
        }
    }
    else
    {
       $1 = NULL;
    }
}
%typemap(freearg) (NDArrayHandle* in), (SymbolHandle* in)  {
    Safefree($1);

mxnet_typemaps.i  view on Meta::CPAN

                         (KVStoreHandle *out) (KVStoreHandle temp),
                         (RecordIOHandle *out) (RecordIOHandle temp),
                         (RtcHandle *out) (RtcHandle temp),
                         (CachedOpHandle *out) (CachedOpHandle temp)
{
    $1 = &temp;
}
%typemap(argout) (NDArrayHandle *out), (FunctionHandle* out), (SymbolHandle *out), (ExecutorHandle *out), (DataIterHandle *out),
                 (KVStoreHandle *out), (RecordIOHandle *out), (RtcHandle *out) (RtcHandle temp), (CachedOpHandle *out) (CachedOpHandle temp)
{
    if(!result)
    {
        $result =  SWIG_NewPointerObj(SWIG_as_voidptr(*$1), $*1_descriptor, 0); argvi++;
    }
}

%typemap(in) (mx_float **out_pdata) (mx_float *temp_pdata)
{
    $1 = &temp_pdata;
}
%typemap(argout) (mx_float **out_pdata)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int len;
        int i = 0;
        len = SvIV($input); 
        svs = (SV **)safemalloc(len*sizeof(SV *));
        for (i = 0; i < len ; i++) {
            svs[i] = newSVnv((*$1)[i]);
            sv_2mortal(svs[i]);
        }
        myav = av_make(len,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (char const **out_array, size_t *out_size) (char * temp, size_t temp_size)
{
    $2 = &temp_size;
    $1 = &temp;
}

%typemap(argout) (char const **out_array, size_t *out_size)
{
    if(!result)
    {
        $result = newSVpvn(*$1, *$2);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (size_t *out_size, char const **out_array) (size_t temp_size, char *temp)
{
    $1 = &temp_size;
    $2 = &temp;
}

%typemap(argout) (size_t *out_size, char const **out_array)
{
    if(!result)
    {
        $result = newSVpvn(*$2, *$1);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint *out_dim, const mx_uint **out_pdata) (mx_uint temp_dim, mx_uint *temp_pdata)
{
    $1 = &temp_dim;
    $2 = &temp_pdata;
}

%typemap(argout) (mx_uint *out_dim, const mx_uint **out_pdata)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *));
        for (i = 0; i < *$1 ; i++) {
            svs[i] = newSViv((*$2)[i]);
            sv_2mortal(svs[i]);
        }
        myav = av_make(*$1,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (uint64_t **out_index, uint64_t *out_size) (uint64_t *temp1, uint64_t temp2)
{
    $1 = &temp1;
    $2 = &temp2;
}

%typemap(argout) (uint64_t **out_index, uint64_t *out_size)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$2*sizeof(SV *));
        for (i = 0; i < *$2 ; i++) {
            svs[i] = newSViv((*$1)[i]);
            sv_2mortal(svs[i]);
        }
        myav = av_make(*$2,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint *out_size, FunctionHandle** out_array) (mx_uint temp_size, FunctionHandle* temp),
                         (mx_uint *out_size, AtomicSymbolCreator** out_array) (mx_uint temp_size, AtomicSymbolCreator* temp),
                         (mx_uint *out_size, DataIterCreator **out_array) (mx_uint temp_size, DataIterCreator* temp),
                         (mx_uint *out_size, NDArrayHandle** out_array) (mx_uint temp_size, NDArrayHandle* temp)
{
    $1 = &temp_size;
    $2 = &temp;
}

// many argouts needed because SWIG can't $**2_mangle
%typemap(argout) (mx_uint *out_size, AtomicSymbolCreator** out_array)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *));
        for (i = 0; i < *$1 ; i++) {
            svs[i] = SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXAtomicSymbolCreator, 0);
        }
        myav = av_make(*$1,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(argout) (mx_uint *out_size, FunctionHandle** out_array)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *));
        for (i = 0; i < *$1 ; i++) {
            svs[i] = SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXFunction, 0);
        }
        myav = av_make(*$1,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(argout) (mx_uint *out_size, DataIterCreator **out_array)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *));
        for (i = 0; i < *$1 ; i++) {
            svs[i] = SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXDataIterCreator, 0);
        }
        myav = av_make(*$1,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(argout) (mx_uint *out_size, NDArrayHandle** out_array)
{
    if(!result)
    {
        AV *myav;
        SV **svs;
        int i = 0;
        svs = (SV **)safemalloc(*$1*sizeof(SV *));
        for (i = 0; i < *$1 ; i++) {
            svs[i] = SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXNDArray, 0);
        }
        myav = av_make(*$1,svs);
        Safefree(svs);
        $result = newRV_noinc((SV*)myav);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in) (int *out_size, NDArrayHandle** out_array) (int temp, NDArrayHandle* temp_array)
{
    AV *tempav;
    int i;
    SV  **tv;
    int res;
    int av_len;
    if (!SvROK($input))
        croak("Argument $argnum is not a reference.");
        if (SvTYPE(SvRV($input)) != SVt_PVAV)
        croak("Argument $argnum is not an array.");
        tempav = (AV*)SvRV($input);
    av_len = av_top_index(tempav) + 1;
    temp_array = NULL;
    if(av_len)
    {
        temp_array = (void**)safemalloc(av_len*sizeof(void*));
        for (i = 0; i < av_len; i++) {
            tv = av_fetch(tempav, i, 0);
            res = SWIG_ConvertPtr(*tv,SWIG_as_voidptrptr(&(temp_array[i])), 0, 0);
            if (!SWIG_IsOK(res)) {
                SWIG_exception_fail(SWIG_ArgError(res), "in method '" "$symname" "', argument " "$argnum"" of type '" "NDArray""'"); 
            }
        }
    }
    temp = av_len;
    $1 = &temp;
    $2 = &temp_array;
}

%typemap(freearg) (int *out_size, NDArrayHandle** out_array) {
    if(av_top_index((AV*)SvRV(ST(3))) > -1)

mxnet_typemaps.i  view on Meta::CPAN

        Safefree(*$2);
    }
}

%typemap(argout) (int *out_size, NDArrayHandle** out_array)
{
    SV **svs;
    int i = 0;
    if(av_top_index((AV*)SvRV(ST(3))) == -1)
    {
        if(!result)
        {
            AV *container = newAV();
            for (i = 0; i < *$1 ; i++) {
                av_push(container, SvREFCNT_inc(SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXNDArray, 0)));
            }
            $result = newRV_noinc((SV*)container);
            sv_2mortal($result);
            argvi++;
        }
    }
}

%typemap(in,numinputs=0) (const char **name,
                          const char **description,
                          mx_uint *num_args,
                          const char ***arg_names,
                          const char ***arg_type_infos,

mxnet_typemaps.i  view on Meta::CPAN

}

%typemap(argout) (const char **name,
                  const char **description,
                  mx_uint *num_args,
                  const char ***arg_names,
                  const char ***arg_type_infos,
                  const char ***arg_descriptions
                  )
{
    if(!result)
    {
        AV *container, *names, *types, *descs;
        int i;
        container = newAV();
        names = newAV();
        types = newAV();
        descs = newAV();
        if($1) av_push(container, newSVpv(*$1,0));
        if($2) av_push(container, newSVpv(*$2,0));
        if($3)
        {
            for (i = 0; i < *$3 ; i++) {
                av_push(names, newSVpv((*$4)[i],0));
                av_push(types, newSVpv((*$5)[i],0));
                av_push(descs, newSVpv((*$6)[i],0));
            }
        }
        av_push(container, newRV_noinc((SV*)names));
        av_push(container, newRV_noinc((SV*)types));
        av_push(container, newRV_noinc((SV*)descs));
        $result = newRV_noinc((SV*)container);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (const char **name,
                          const char **description,
                          mx_uint *num_args,
                          const char ***arg_names,
                          const char ***arg_type_infos,
                          const char ***arg_descriptions,

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%typemap(argout) (const char **name,
                  const char **description,
                  mx_uint *num_args,
                  const char ***arg_names,
                  const char ***arg_type_infos,
                  const char ***arg_descriptions,
                  const char **key_var_num_args
                  )
{
    if(!result)
    {
        AV *container, *names, *types, *descs;
        int i;
        container = newAV();
        names = newAV();
        types = newAV();
        descs = newAV();
        if($1) av_push(container, newSVpv(*$1,0));
        if($2) av_push(container, newSVpv(*$2,0));
        if($3)

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            for (i = 0; i < *$3 ; i++) {
                av_push(names, newSVpv((*$4)[i],0));
                av_push(types, newSVpv((*$5)[i],0));
                av_push(descs, newSVpv((*$6)[i],0));
            }
        }
        av_push(container, newRV_noinc((SV*)names));
        av_push(container, newRV_noinc((SV*)types));
        av_push(container, newRV_noinc((SV*)descs));
        if($7) av_push(container, newSVpv(*$7,0));
        $result = newRV_noinc((SV*)container);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint *out) (mx_uint temp), (size_t *out) (size_t temp)
{
    $1 = &temp; 
}

%typemap(argout) (mx_uint *out), (size_t *out)
{
    if(!result)
    {
        $result = newSViv(*$1);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint *in_shape_size, const mx_uint **in_shape_ndim, const mx_uint ***in_shape_data) 
                         (mx_uint temp1, mx_uint *temp2, mx_uint **temp3),
                         (mx_uint *out_shape_size, const mx_uint **out_shape_ndim, const mx_uint ***out_shape_data) 
                         (mx_uint temp1, mx_uint *temp2, mx_uint **temp3),
                         (mx_uint *aux_shape_size, const mx_uint **aux_shape_ndim, const mx_uint ***aux_shape_data) 
                         (mx_uint temp1, mx_uint *temp2, mx_uint **temp3)

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    $1 = &temp1;
    $2 = &temp2;
    $3 = &temp3;
    *$1 = 0;
}

%typemap(argout) (mx_uint *in_shape_size, const mx_uint **in_shape_ndim, const mx_uint ***in_shape_data),
                 (mx_uint *out_shape_size, const mx_uint **out_shape_ndim, const mx_uint ***out_shape_data),
                 (mx_uint *aux_shape_size, const mx_uint **aux_shape_ndim, const mx_uint ***aux_shape_data)
{
    if(!result && *arg15)
    {
        AV *container;
        AV *tmp;
        int i, j;
        container = newAV();
        for (i = 0; i < *$1 ; i++)
        {
            tmp = newAV();
            int len = (*$2)[i];
            for (j = 0; j < len ; j++)
            {
                av_push(tmp, newSViv((*$3)[i][j]));
            }
            av_push(container, newRV((SV*)tmp));
        }
        $result = newRV_noinc((SV*)container);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint *in_type_size, const int **in_type_data)
                         (mx_uint temp1, int *temp2),
                         (mx_uint *out_type_size, const int **out_type_data) 
                         (mx_uint temp1, int *temp2),
                         (mx_uint *aux_type_size, const int **aux_type_data) 
                         (mx_uint temp1, int *temp2)

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    $1 = &temp1;
    $2 = &temp2;
    *$1 = 0;
}

%typemap(argout)  (mx_uint *in_type_size,  const int **in_type_data),
                  (mx_uint *out_type_size, const int **out_type_data),
                  (mx_uint *aux_type_size, const int **aux_type_data)

{
    if(!result && *arg11)
    {
        AV *container;
        int i;
        container = newAV();
        for (i = 0; i < *$1 ; i++) 
        {
            av_push(container, newSViv((*$2)[i]));
        }
        $result = newRV_noinc((SV*)container);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint* num_in_args,
                          NDArrayHandle** in_args,
                          NDArrayHandle** arg_grads)
                         (mx_uint temp1,
                         NDArrayHandle* temp2,
                         NDArrayHandle* temp3)

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    $1 = &temp1;
    $2 = &temp2;
    $3 = &temp3;
    *$1 = 0;
}

%typemap(argout) (mx_uint* num_in_args,
                  NDArrayHandle** in_args,
                  NDArrayHandle** arg_grads)
{
    if(!result)
    {
        AV *container1 = newAV();
        AV *container2 = newAV();
        for (int i = 0; i < *$1 ; i++)
        {
            av_push(container1, SvREFCNT_inc(SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXNDArray, 0)));
            av_push(container2, (*$3)[i] ? SvREFCNT_inc(SWIG_NewPointerObj(SWIG_as_voidptr((*$3)[i]), SWIGTYPE_p_MXNDArray, 0)) : newSV(0));
        }
        $result = newRV_noinc((SV*)container1);
        sv_2mortal($result);
        argvi++;
        $result = newRV_noinc((SV*)container2);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in,numinputs=0) (mx_uint* num_aux_states,
                          NDArrayHandle** aux_states)
                         (mx_uint temp1,
                         NDArrayHandle* temp2)
{
    $1 = &temp1;
    $2 = &temp2;
    *$1 = 0;
}

%typemap(argout) (mx_uint* num_aux_states,
                  NDArrayHandle** aux_states)
{
    if(!result)
    {
        AV *container  = newAV();
        for (int i = 0; i < *$1 ; i++)
        {
            av_push(container, SvREFCNT_inc(SWIG_NewPointerObj(SWIG_as_voidptr((*$2)[i]), SWIGTYPE_p_MXNDArray, 0)));
        }
        $result = newRV_noinc((SV*)container);
        sv_2mortal($result);
        argvi++;
    }
}

%typemap(in) (int* shared_buffer_len,
              const char** shared_buffer_name_list,
              NDArrayHandle* shared_buffer_handle_list,
              const char*** updated_shared_buffer_name_list,
              NDArrayHandle** updated_shared_buffer_handle_list)
              (int temp1,
               char* temp2,
               NDArrayHandle temp3,
               char** temp4,
               NDArrayHandle* temp5)
{
    HV *temphv;
    char *key;
    SV *val;
    I32 len;
    int res;
    int i = 0;
    int hash_len;
    $1 = &temp1;
    $2 = &temp2;
    $3 = &temp3;
    $4 = &temp4;
    $5 = &temp5;
    if (!SvROK($input))
    {
        *$1 = -1;

mxnet_typemaps.i  view on Meta::CPAN

            croak("Argument $argnum is not a hash.");
        temphv = (HV*)SvRV($input);
        *$1 = hv_iterinit(temphv);
        if(*$1)
        {
            $2 = (char**)safemalloc((*$1)*sizeof(char*));
            $3 = (void**)safemalloc((*$1)*sizeof(void*));
            while ((val = hv_iternextsv(temphv, &key, &len)))
            {
                $2[i] = key;
                res = SWIG_ConvertPtr(val,SWIG_as_voidptrptr(&($3[i])), 0, 0);
                if (!SWIG_IsOK(res)) {
                    SWIG_exception_fail(SWIG_ArgError(res), "in method '" "$symname" "', argument " "$argnum"" of type '" "NDArray""'"); 
                }
                i++;
            }
        }
        else
        {
            $2 = NULL;
            $3 = NULL;
        }
    }

mxnet_typemaps.i  view on Meta::CPAN

    Safefree($3);
}

%typemap(argout)  (int* shared_buffer_len,
                   const char** shared_buffer_name_list,
                   NDArrayHandle* shared_buffer_handle_list,
                   const char*** updated_shared_buffer_name_list,
                   NDArrayHandle** updated_shared_buffer_handle_list)

{
    if(!result)
    {
        HV* hash = newHV();
        for(int j = 0; j < *$1; j++)
        {
            hv_store(hash, (*$4)[j], strlen((*$4)[j]), SvREFCNT_inc(SWIG_NewPointerObj(SWIG_as_voidptr((*$5)[j]), SWIGTYPE_p_MXNDArray, 0)), 0);
        }
        $result = newRV_noinc((SV*)hash);
        sv_2mortal($result);
        argvi++;
    }
}


%typemap(in) (uint32_t x)
{
    union fbits u;
    u.f = SvNV($input);
    $1 = u.x;
}

%typemap(out) (uint16_t)
{
    $result = newSViv($1);
    sv_2mortal($result);
    argvi++;
}

%typemap(in) (uint16_t x)
{
    $1 = SvIV($input);
}

%typemap(out) (uint32_t)
{
    union fbits u;
    u.x = $1;
    $result = newSVnv(u.f);
    sv_2mortal($result);
    argvi++;
}

%typemap(in,numinputs=0) (MXKVStoreUpdater* updater)
{
    $1 = KVStore_callback;
}

%typemap(in,numinputs=0) (MXKVStoreServerController* controller)
{



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