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Static Public Member Functions | Static Private Member Functions | List of all members
alglib.testmlpbaseunit Class Reference

Static Public Member Functions

static bool testmlpbase (bool silent)
 
static bool _pexec_testmlpbase (bool silent)
 

Static Private Member Functions

static double vectordiff (double[] g0, double[] g1, int n, double s)
 
static void createnetwork (mlpbase.multilayerperceptron network, int nkind, double a1, double a2, int nin, int nhid1, int nhid2, int nout)
 
static void unsetnetwork (mlpbase.multilayerperceptron network)
 
static void testinformational (int nkind, int nin, int nhid1, int nhid2, int nout, int passcount, ref bool err)
 
static void testprocessing (int nkind, int nin, int nhid1, int nhid2, int nout, int passcount, ref bool err)
 
static void testgradient (int nkind, int nin, int nhid1, int nhid2, int nout, int passcount, int sizemin, int sizemax, ref bool err)
 
static void testhessian (int nkind, int nin, int nhid1, int nhid2, int nout, int passcount, ref bool err)
 
static void testerr (int nkind, int nin, int nhid1, int nhid2, int nout, int passcount, int sizemin, int sizemax, ref bool err)
 
static void spectests (ref bool inferrors, ref bool procerrors, ref bool graderrors, ref bool hesserrors, ref bool errerrors)
 
static bool testmlpgbsubset ()
 

Member Function Documentation

static bool alglib.testmlpbaseunit.testmlpbase ( bool  silent)
inlinestatic

References alglib.testmlpbaseunit.spectests(), alglib.testmlpbaseunit.testerr(), alglib.testmlpbaseunit.testgradient(), alglib.testmlpbaseunit.testhessian(), alglib.testmlpbaseunit.testinformational(), alglib.testmlpbaseunit.testmlpgbsubset(), and alglib.testmlpbaseunit.testprocessing().

Referenced by alglib.testmlpbaseunit._pexec_testmlpbase(), and _Test.Main().

static bool alglib.testmlpbaseunit._pexec_testmlpbase ( bool  silent)
inlinestatic

References alglib.testmlpbaseunit.testmlpbase().

Referenced by _Test.Main().

static double alglib.testmlpbaseunit.vectordiff ( double[]  g0,
double[]  g1,
int  n,
double  s 
)
inlinestaticprivate

References alglib.math.sqr().

Referenced by alglib.testmlpbaseunit.testgradient(), and alglib.testmlpbaseunit.testprocessing().

static void alglib.testmlpbaseunit.createnetwork ( mlpbase.multilayerperceptron  network,
int  nkind,
double  a1,
double  a2,
int  nin,
int  nhid1,
int  nhid2,
int  nout 
)
inlinestaticprivate

References alglib.serializer.alloc_start(), alglib.ap.assert(), alglib.serializer.get_string(), alglib.mlpbase.mlpalloc(), alglib.mlpbase.mlpcopy(), alglib.mlpbase.mlpcreate0(), alglib.mlpbase.mlpcreate1(), alglib.mlpbase.mlpcreate2(), alglib.mlpbase.mlpcreateb0(), alglib.mlpbase.mlpcreateb1(), alglib.mlpbase.mlpcreateb2(), alglib.mlpbase.mlpcreatec0(), alglib.mlpbase.mlpcreatec1(), alglib.mlpbase.mlpcreatec2(), alglib.mlpbase.mlpcreater0(), alglib.mlpbase.mlpcreater1(), alglib.mlpbase.mlpcreater2(), alglib.mlpbase.mlprandomizefull(), alglib.mlpbase.mlpserialize(), alglib.mlpbase.mlpunserialize(), alglib.math.randominteger(), alglib.serializer.sstart_str(), alglib.serializer.stop(), and alglib.serializer.ustart_str().

Referenced by alglib.testmlpbaseunit.testerr(), alglib.testmlpbaseunit.testgradient(), alglib.testmlpbaseunit.testhessian(), alglib.testmlpbaseunit.testinformational(), alglib.testmlpbaseunit.testmlpgbsubset(), and alglib.testmlpbaseunit.testprocessing().

static void alglib.testmlpbaseunit.unsetnetwork ( mlpbase.multilayerperceptron  network)
inlinestaticprivate

References alglib.mlpbase.mlpcreate0().

Referenced by alglib.testmlpbaseunit.testprocessing().

static void alglib.testmlpbaseunit.testinformational ( int  nkind,
int  nin,
int  nhid1,
int  nhid2,
int  nout,
int  passcount,
ref bool  err 
)
inlinestaticprivate

References alglib.testmlpbaseunit.createnetwork(), alglib.math.machineepsilon, alglib.mlpbase.mlpactivationfunction(), alglib.mlpbase.mlpgetinputscaling(), alglib.mlpbase.mlpgetinputscount(), alglib.mlpbase.mlpgetlayersize(), alglib.mlpbase.mlpgetneuroninfo(), alglib.mlpbase.mlpgetoutputscaling(), alglib.mlpbase.mlpgetoutputscount(), alglib.mlpbase.mlpgetweight(), alglib.mlpbase.mlpgetweightscount(), alglib.mlpbase.mlpprocess(), alglib.mlpbase.mlpproperties(), and alglib.math.randomreal().

Referenced by alglib.testmlpbaseunit.testmlpbase().

static void alglib.testmlpbaseunit.testprocessing ( int  nkind,
int  nin,
int  nhid1,
int  nhid2,
int  nout,
int  passcount,
ref bool  err 
)
inlinestaticprivate

References alglib.serializer.alloc_start(), alglib.ap.assert(), alglib.testmlpbaseunit.createnetwork(), alglib.serializer.get_string(), alglib.math.machineepsilon, alglib.mlpbase.mlpalloc(), alglib.mlpbase.mlpcopy(), alglib.mlpbase.mlpcopyshared(), alglib.mlpbase.mlpcopytunableparameters(), alglib.mlpbase.mlpexporttunableparameters(), alglib.mlpbase.mlpimporttunableparameters(), alglib.mlpbase.mlpinitpreprocessor(), alglib.mlpbase.mlpinitpreprocessorsparse(), alglib.mlpbase.mlpissoftmax(), alglib.mlpbase.mlpprocess(), alglib.mlpbase.mlpproperties(), alglib.mlpbase.mlprandomize(), alglib.mlpbase.mlprandomizefull(), alglib.mlpbase.mlpserialize(), alglib.mlpbase.mlpunserialize(), alglib.math.randominteger(), alglib.math.randomreal(), alglib.apserv.seterrorflag(), alglib.sparse.sparseconverttocrs(), alglib.sparse.sparseconverttohash(), alglib.sparse.sparsecreate(), alglib.sparse.sparseset(), alglib.serializer.sstart_str(), alglib.serializer.stop(), alglib.testmlpbaseunit.unsetnetwork(), alglib.serializer.ustart_str(), and alglib.testmlpbaseunit.vectordiff().

Referenced by alglib.testmlpbaseunit.testmlpbase().

static void alglib.testmlpbaseunit.testgradient ( int  nkind,
int  nin,
int  nhid1,
int  nhid2,
int  nout,
int  passcount,
int  sizemin,
int  sizemax,
ref bool  err 
)
inlinestaticprivate

References alglib.testmlpbaseunit.createnetwork(), alglib.math.maxrealnumber, alglib.mlpbase.mlperror(), alglib.mlpbase.mlperrorn(), alglib.mlpbase.mlperrorsparse(), alglib.mlpbase.mlperrorsparsesubset(), alglib.mlpbase.mlperrorsubset(), alglib.mlpbase.mlpgrad(), alglib.mlpbase.mlpgradbatch(), alglib.mlpbase.mlpgradbatchsparse(), alglib.mlpbase.mlpgradbatchsparsesubset(), alglib.mlpbase.mlpgradbatchsubset(), alglib.mlpbase.mlpgradn(), alglib.mlpbase.mlpgradnbatch(), alglib.mlpbase.mlpissoftmax(), alglib.mlpbase.mlpprocess(), alglib.mlpbase.mlpproperties(), alglib.mlpbase.mlprandomizefull(), alglib.math.randominteger(), alglib.math.randomreal(), alglib.apserv.seterrorflag(), alglib.apserv.seterrorflagdiff(), alglib.sparse.sparseconverttocrs(), alglib.sparse.sparsecreate(), alglib.sparse.sparseget(), alglib.sparse.sparseset(), alglib.math.sqr(), and alglib.testmlpbaseunit.vectordiff().

Referenced by alglib.testmlpbaseunit.testmlpbase().

static void alglib.testmlpbaseunit.testhessian ( int  nkind,
int  nin,
int  nhid1,
int  nhid2,
int  nout,
int  passcount,
ref bool  err 
)
inlinestaticprivate

References alglib.ap.assert(), alglib.testmlpbaseunit.createnetwork(), alglib.mlpbase.mlpgrad(), alglib.mlpbase.mlpgradn(), alglib.mlpbase.mlphessianbatch(), alglib.mlpbase.mlphessiannbatch(), alglib.mlpbase.mlpissoftmax(), alglib.mlpbase.mlpproperties(), alglib.mlpbase.mlprandomizefull(), alglib.math.randominteger(), and alglib.math.randomreal().

Referenced by alglib.testmlpbaseunit.testmlpbase().

static void alglib.testmlpbaseunit.testerr ( int  nkind,
int  nin,
int  nhid1,
int  nhid2,
int  nout,
int  passcount,
int  sizemin,
int  sizemax,
ref bool  err 
)
inlinestaticprivate

References alglib.testmlpbaseunit.createnetwork(), alglib.math.maxrealnumber, alglib.mlpbase.mlpallerrorssparsesubset(), alglib.mlpbase.mlpallerrorssubset(), alglib.mlpbase.mlpavgce(), alglib.mlpbase.mlpavgcesparse(), alglib.mlpbase.mlpavgerror(), alglib.mlpbase.mlpavgerrorsparse(), alglib.mlpbase.mlpavgrelerror(), alglib.mlpbase.mlpavgrelerrorsparse(), alglib.mlpbase.mlpclserror(), alglib.mlpbase.mlpissoftmax(), alglib.mlpbase.mlpprocess(), alglib.mlpbase.mlpproperties(), alglib.mlpbase.mlprandomizefull(), alglib.mlpbase.mlprelclserror(), alglib.mlpbase.mlprelclserrorsparse(), alglib.mlpbase.mlprmserror(), alglib.mlpbase.mlprmserrorsparse(), alglib.math.randominteger(), alglib.math.randomreal(), alglib.apserv.seterrorflag(), alglib.apserv.seterrorflagdiff(), alglib.sparse.sparseconverttocrs(), alglib.sparse.sparsecreate(), alglib.sparse.sparseset(), and alglib.math.sqr().

Referenced by alglib.testmlpbaseunit.testmlpbase().

static void alglib.testmlpbaseunit.spectests ( ref bool  inferrors,
ref bool  procerrors,
ref bool  graderrors,
ref bool  hesserrors,
ref bool  errerrors 
)
inlinestaticprivate

References alglib.math.isfinite(), alglib.mlpbase.mlpcreate1(), alglib.mlpbase.mlpcreatec1(), alglib.mlpbase.mlperror(), alglib.mlpbase.mlpgetweightscount(), alglib.mlpbase.mlpgradbatch(), and alglib.apserv.seterrorflag().

Referenced by alglib.testmlpbaseunit.testmlpbase().

static bool alglib.testmlpbaseunit.testmlpgbsubset ( )
inlinestaticprivate

References alglib.testmlpbaseunit.createnetwork(), alglib.mlpbase.mlpgradbatch(), alglib.mlpbase.mlpgradbatchsparse(), alglib.mlpbase.mlpgradbatchsparsesubset(), alglib.mlpbase.mlpgradbatchsubset(), alglib.mlpbase.mlpissoftmax(), alglib.mlpbase.mlpproperties(), alglib.math.randominteger(), alglib.math.randomreal(), alglib.sparse.sparseconverttocrs(), alglib.sparse.sparsecreate(), and alglib.sparse.sparseset().

Referenced by alglib.testmlpbaseunit.testmlpbase().

The documentation for this class was generated from the following file: