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// Copyright (c) 2017-2023, University of Tennessee. All rights reserved.
// SPDX-License-Identifier: BSD-3-Clause
// This program is free software: you can redistribute it and/or modify it under
// the terms of the BSD 3-Clause license. See the accompanying LICENSE file.
#include <complex>
#include <stdio.h>
#include <string.h>
#include <unistd.h>
#include "blas/counter.hh"
#ifdef BLAS_HAVE_PAPI
#include "papi.h"
#endif
#include "test.hh"
// Headers for versions.
#ifdef BLAS_HAVE_MKL
#include <mkl.h>
#endif
#ifdef BLAS_HAVE_OPENBLAS
#include <cblas.h>
#endif
#ifdef BLAS_HAVE_CUBLAS
#include <cuda_runtime.h>
#endif
#ifdef BLAS_HAVE_ROCBLAS
#include <rocm-core/rocm_version.h>
#endif
// -----------------------------------------------------------------------------
using testsweeper::ParamType;
using testsweeper::DataType;
using testsweeper::DataType_help;
using testsweeper::ansi_bold;
using testsweeper::ansi_red;
using testsweeper::ansi_normal;
using blas::Layout, blas::Layout_help;
using blas::Side, blas::Side_help;
using blas::Uplo, blas::Uplo_help;
using blas::Op, blas::Op_help;
using blas::Diag, blas::Diag_help;
using blas::Format;
const char* Format_help = "one of: L or LAPACK; T or Tile";
const ParamType PT_Value = ParamType::Value;
const ParamType PT_List = ParamType::List;
const ParamType PT_Out = ParamType::Output;
const double no_data = testsweeper::no_data_flag;
const char* pi_rt2i = "3.141592653589793 + 1.414213562373095i";
const char* e_rt3i = "2.718281828459045 + 1.732050807568877i";
const double pi = 3.141592653589793;
const double e = 2.718281828459045;
// -----------------------------------------------------------------------------
// each section must have a corresponding entry in section_names
enum Section {
newline = 0, // zero flag forces newline
blas1,
blas2,
blas3,
device_blas1,
device_blas2,
device_blas3,
aux,
num_sections, // last
};
const char* section_names[] = {
"", // none
"Level 1 BLAS",
"Level 2 BLAS",
"Level 3 BLAS",
"Level 1 BLAS (Device)",
"Level 2 BLAS (Device)",
"Level 3 BLAS (Device)",
"auxiliary",
};
// { "", nullptr, Section::newline } entries force newline in help
std::vector< testsweeper::routines_t > routines = {
// Level 1 BLAS
{ "asum", test_asum, Section::blas1 },
{ "axpy", test_axpy, Section::blas1 },
{ "copy", test_copy, Section::blas1 },
{ "dot", test_dot, Section::blas1 },
{ "dotu", test_dotu, Section::blas1 },
{ "iamax", test_iamax, Section::blas1 },
{ "nrm2", test_nrm2, Section::blas1 },
{ "rot", test_rot, Section::blas1 },
{ "rotg", test_rotg, Section::blas1 },
{ "rotm", test_rotm, Section::blas1 },
{ "rotmg", test_rotmg, Section::blas1 },
{ "scal", test_scal, Section::blas1 },
{ "swap", test_swap, Section::blas1 },
{ "", nullptr, Section::newline },
// Level 2 BLAS
{ "gemv", test_gemv, Section::blas2 },
{ "ger", test_ger, Section::blas2 },
{ "geru", test_geru, Section::blas2 },
{ "", nullptr, Section::newline },
{ "hemv", test_hemv, Section::blas2 },
{ "her", test_her, Section::blas2 },
{ "her2", test_her2, Section::blas2 },
{ "", nullptr, Section::newline },
{ "symv", test_symv, Section::blas2 },
{ "syr", test_syr, Section::blas2 },
{ "syr2", test_syr2, Section::blas2 },
{ "", nullptr, Section::newline },
{ "trmv", test_trmv, Section::blas2 },
{ "trsv", test_trsv, Section::blas2 },
{ "", nullptr, Section::newline },
// Level 3 BLAS
{ "gemm", test_gemm, Section::blas3 },
{ "", nullptr, Section::newline },
{ "hemm", test_hemm, Section::blas3 },
{ "herk", test_herk, Section::blas3 },
{ "her2k", test_her2k, Section::blas3 },
{ "", nullptr, Section::newline },
{ "symm", test_symm, Section::blas3 },
{ "syrk", test_syrk, Section::blas3 },
{ "syr2k", test_syr2k, Section::blas3 },
{ "", nullptr, Section::newline },
{ "trmm", test_trmm, Section::blas3 },
{ "trsm", test_trsm, Section::blas3 },
{ "", nullptr, Section::newline },
{ "batch-gemm", test_batch_gemm, Section::blas3 },
{ "", nullptr, Section::newline },
{ "batch-hemm", test_batch_hemm, Section::blas3 },
{ "batch-herk", test_batch_herk, Section::blas3 },
{ "batch-her2k", test_batch_her2k, Section::blas3 },
{ "", nullptr, Section::newline },
{ "batch-symm", test_batch_symm, Section::blas3 },
{ "batch-syrk", test_batch_syrk, Section::blas3 },
{ "batch-syr2k", test_batch_syr2k, Section::blas3 },
{ "", nullptr, Section::newline },
{ "batch-trmm", test_batch_trmm, Section::blas3 },
{ "batch-trsm", test_batch_trsm, Section::blas3 },
{ "", nullptr, Section::newline },
// Device Level 1 BLAS
{ "dev-axpy", test_axpy_device, Section::device_blas1 },
{ "dev-dot", test_dot_device, Section::device_blas1 },
{ "dev-dotu", test_dotu_device, Section::device_blas1 },
{ "dev-nrm2", test_nrm2_device, Section::device_blas1 },
{ "dev-scal", test_scal_device, Section::device_blas1 },
{ "dev-swap", test_swap_device, Section::device_blas1 },
{ "dev-copy", test_copy_device, Section::device_blas1 },
{ "", nullptr, Section::newline },
// Device Level 3 BLAS
{ "dev-gemm", test_gemm_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-hemm", test_hemm_device, Section::device_blas3 },
{ "dev-herk", test_herk_device, Section::device_blas3 },
{ "dev-her2k", test_her2k_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-symm", test_symm_device, Section::device_blas3 },
{ "dev-syrk", test_syrk_device, Section::device_blas3 },
{ "dev-syr2k", test_syr2k_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "schur-gemm", test_schur_gemm, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-trmm", test_trmm_device, Section::device_blas3 },
{ "dev-trsm", test_trsm_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-batch-gemm", test_batch_gemm_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-batch-hemm", test_batch_hemm_device, Section::device_blas3 },
{ "dev-batch-herk", test_batch_herk_device, Section::device_blas3 },
{ "dev-batch-her2k", test_batch_her2k_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-batch-symm", test_batch_symm_device, Section::device_blas3 },
{ "dev-batch-syrk", test_batch_syrk_device, Section::device_blas3 },
{ "dev-batch-syr2k", test_batch_syr2k_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
{ "dev-batch-trmm", test_batch_trmm_device, Section::device_blas3 },
{ "dev-batch-trsm", test_batch_trsm_device, Section::device_blas3 },
{ "", nullptr, Section::newline },
// auxiliary
{ "error", test_error, Section::aux },
{ "max", test_max, Section::aux },
{ "util", test_util, Section::aux },
{ "", nullptr, Section::newline },
{ "memcpy", test_memcpy, Section::aux },
{ "copy_vector", test_memcpy, Section::aux },
{ "set_vector", test_memcpy, Section::aux },
{ "", nullptr, Section::newline },
{ "memcpy_2d", test_memcpy_2d, Section::aux },
{ "copy_matrix", test_memcpy_2d, Section::aux },
{ "set_matrix", test_memcpy_2d, Section::aux },
{ "", nullptr, Section::newline },
};
// -----------------------------------------------------------------------------
// Params class
// List of parameters
Params::Params():
ParamsBase(),
// w = width
// p = precision
//----- test framework parameters
// name, w, type, default, valid, help
check ( "check", 0, PT_Value, 'y', "ny", "check the results" ),
ref ( "ref", 0, PT_Value, 'n', "ny", "run reference; sometimes check implies ref" ),
papi ( "papi", 0, PT_Value, 'n', "ny", "run papi instrumentation" ),
// name, w, p, type, default, min, max, help
repeat ( "repeat", 0, PT_Value, 1, 1, 1000, "times to repeat each test" ),
verbose ( "verbose", 0, PT_Value, 0, 0, 10, "verbose level" ),
cache ( "cache", 0, PT_Value, 20, 1, 1024, "total cache size, in MiB" ),
//----- routine parameters, enums
// name, w, type, default, help
datatype ( "type", 4, PT_List, DataType::Double, DataType_help ),
// BLAS & LAPACK options
layout ( "layout", 6, PT_List, Layout::ColMajor, Layout_help ),
format ( "format", 6, PT_List, Format::LAPACK, Format_help ),
side ( "side", 6, PT_List, Side::Left, Side_help ),
uplo ( "uplo", 6, PT_List, Uplo::Lower, Uplo_help ),
trans ( "trans", 7, PT_List, Op::NoTrans, Op_help ),
transA ( "transA", 7, PT_List, Op::NoTrans, Op_help ),
transB ( "transB", 7, PT_List, Op::NoTrans, Op_help ),
diag ( "diag", 7, PT_List, Diag::NonUnit, Diag_help ),
pointer_mode( "ptr", 3, PT_List, 'h', "hd", "one of: h or host; d or device" ),
//----- routine parameters, numeric
// name, w, p, type, default, min, max, help
dim ( "dim", 6, PT_List, 0, 1e10, "m by n by k dimensions" ),
alpha ( "alpha", 3, 1, PT_List, pi_rt2i, -inf, inf, "scalar alpha" ),
beta ( "beta", 3, 1, PT_List, e_rt3i, -inf, inf, "scalar beta" ),
incx ( "incx", 4, PT_List, 1, -1e3, 1e3, "stride of x vector" ),
incy ( "incy", 4, PT_List, 1, -1e3, 1e3, "stride of y vector" ),
align ( "align", 0, PT_List, 1, 1, 1024, "column alignment (sets lda, ldb, etc. to multiple of align)" ),
batch ( "batch", 6, PT_List, 100, 0, 1e6, "batch size" ),
device ( "device", 6, PT_List, 0, 0, 100, "device id" ),
//----- output parameters
// min, max are ignored
// error: %8.2e allows 9.99e-99
// time: %9.3f allows 99999.999 s = 2.9 days
// gflops: %12.3f allows 99999999.999 Gflop/s = 100 Pflop/s
// name, w, p, type, default, min, max, help
error ( "error", 8, 2, PT_Out, no_data, 0, 0, "numerical error" ),
error2 ( "error2", 8, 2, PT_Out, no_data, 0, 0, "numerical error" ),
error3 ( "error3", 8, 2, PT_Out, no_data, 0, 0, "numerical error" ),
time ( "time (s)", 9, 3, PT_Out, no_data, 0, 0, "time to solution" ),
gflops ( "gflop/s", 12, 3, PT_Out, no_data, 0, 0, "Gflop/s rate" ),
gbytes ( "gbyte/s", 12, 3, PT_Out, no_data, 0, 0, "Gbyte/s rate" ),
time2 ( "time (s)", 9, 3, PT_Out, no_data, 0, 0, "extra timer" ),
gflops2 ( "gflop/s", 12, 3, PT_Out, no_data, 0, 0, "Gflop/s rate" ),
gbytes2 ( "gbyte/s", 12, 3, PT_Out, no_data, 0, 0, "Gbyte/s rate" ),
time3 ( "time (s)", 9, 3, PT_Out, no_data, 0, 0, "extra timer" ),
gflops3 ( "gflop/s", 12, 3, PT_Out, no_data, 0, 0, "Gflop/s rate" ),
gbytes3 ( "gbyte/s", 12, 3, PT_Out, no_data, 0, 0, "Gbyte/s rate" ),
time4 ( "time (s)", 9, 3, PT_Out, no_data, 0, 0, "extra timer" ),
gflops4 ( "gflop/s", 12, 3, PT_Out, no_data, 0, 0, "Gflop/s rate" ),
gbytes4 ( "gbyte/s", 12, 3, PT_Out, no_data, 0, 0, "Gbyte/s rate" ),
ref_time ( "ref time (s)", 9, 3, PT_Out, no_data, 0, 0, "reference time to solution" ),
ref_gflops( "ref gflop/s", 12, 3, PT_Out, no_data, 0, 0, "reference Gflop/s rate" ),
ref_gbytes( "ref gbyte/s", 12, 3, PT_Out, no_data, 0, 0, "reference Gbyte/s rate" ),
// default -1 means "no check"
// name, w, type, default, min, max, help
okay ( "status", 6, PT_Out, -1, 0, 0, "success indicator" ),
msg ( "", 1, PT_Out, "", "error message" )
{
// set header different than command line prefix
pointer_mode.name("ptr", "pointer-mode");
// mark standard set of output fields as used
okay();
error();
time();
// mark framework parameters as used, so they will be accepted on the command line
check();
ref();
repeat();
verbose();
cache();
papi();
// routine's parameters are marked by the test routine; see main
}
// -----------------------------------------------------------------------------
void setup_PAPI( int *event_set )
{
blas::counter::get();
#ifdef BLAS_HAVE_PAPI
require( PAPI_library_init( PAPI_VER_CURRENT ) == PAPI_VER_CURRENT );
require( PAPI_create_eventset( event_set ) == PAPI_OK );
require( PAPI_add_named_event( *event_set, "sde:::blas::counter" ) == PAPI_OK );
require( PAPI_add_named_event( *event_set, "sde:::blas::flops" ) == PAPI_OK );
#endif
}
// -----------------------------------------------------------------------------
int main( int argc, char** argv )
{
using testsweeper::QuitException;
// These may or may not be used; mark unused to silence warnings.
blas_unused( pi_rt2i );
blas_unused( e_rt3i );
blas_unused( pi );
blas_unused( e );
// check that all sections have names
require( sizeof(section_names)/sizeof(*section_names) == Section::num_sections );
int status = 0;
try {
int version = blas::blaspp_version();
printf( "BLAS++ version %d.%02d.%02d, id %s",
version / 10000, (version % 10000) / 100, version % 100,
blas::blaspp_id() );
// CPU BLAS
// todo: Accelerate, IBM ESSL, Cray LibSci, BLIS, etc. version.
#ifdef BLAS_HAVE_ACCELERATE
printf( ", Apple Accelerate" );
#endif
#ifdef BLAS_HAVE_ESSL
printf( ", IBM ESSL" );
#endif
#ifdef BLAS_HAVE_MKL
MKLVersion mkl_version;
mkl_get_version( &mkl_version );
printf( ", Intel MKL %d.%d.%d",
mkl_version.MajorVersion,
mkl_version.MinorVersion,
mkl_version.UpdateVersion );
#endif
#ifdef BLAS_HAVE_OPENBLAS
printf( ", %s", OPENBLAS_VERSION );
#endif
// GPU BLAS
#ifdef BLAS_HAVE_CUBLAS
printf( ", CUDA %d.%d.%d",
CUDART_VERSION / 1000,
(CUDART_VERSION % 1000) / 100,
CUDART_VERSION % 10 );
#endif
#ifdef BLAS_HAVE_ROCBLAS
printf( ", ROCm %d.%d.%d",
ROCM_VERSION_MAJOR,
ROCM_VERSION_MINOR,
ROCM_VERSION_PATCH );
#endif
#ifdef BLAS_HAVE_SYCL
printf( ", SYCL" );
#endif
printf( "\n" );
// print input so running `test [input] > out.txt` documents input
printf( "input: %s", argv[0] );
for (int i = 1; i < argc; ++i) {
// quote arg if necessary
std::string arg( argv[i] );
const char* wordchars = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789_-=";
if (arg.find_first_not_of( wordchars ) != std::string::npos)
printf( " '%s'", argv[i] );
else
printf( " %s", argv[i] );
}
printf( "\n" );
// Usage: test [params] routine
if (argc < 2
|| strcmp( argv[argc-1], "-h" ) == 0
|| strcmp( argv[argc-1], "--help" ) == 0)
{
usage( argc, argv, routines, section_names );
throw QuitException();
}
// find routine to test
const char* routine = argv[ argc-1 ];
testsweeper::test_func_ptr test_routine = find_tester( routine, routines );
if (test_routine == nullptr) {
usage( argc, argv, routines, section_names );
throw std::runtime_error(
std::string("routine ") + routine + " not found" );
}
// mark fields that are used (run=false)
Params params;
params.routine = routine;
test_routine( params, false );
// Parse parameters up to routine name.
try {
params.parse( routine, argc-2, argv+1 );
}
catch (const std::exception& ex) {
params.help( routine );
throw;
}
// show align column if it has non-default values
if (params.align.size() != 1 || params.align() != 1) {
params.align.width( 5 );
}
#ifdef BLAS_HAVE_PAPI
int event_set = PAPI_NULL;
long long counter_values[2];
if (params.papi() == 'y') {
// initialize papi
setup_PAPI( &event_set );
require( PAPI_start( event_set ) == PAPI_OK );
}
#endif
// run tests
int repeat = params.repeat();
testsweeper::DataType last = params.datatype();
params.header();
do {
if (params.datatype() != last) {
last = params.datatype();
printf( "\n" );
}
for (int iter = 0; iter < repeat; ++iter) {
try {
test_routine( params, true );
}
catch (const std::exception& ex) {
fprintf( stderr, "%s%sError: %s%s\n",
ansi_bold, ansi_red, ex.what(), ansi_normal );
params.okay() = false;
}
params.print();
fflush( stdout );
#ifdef BLAS_HAVE_PAPI
if (params.papi() == 'y') {
// stop papi
require( PAPI_read( event_set, counter_values ) == PAPI_OK );
// print papi instrumentation
printf("FLOP count: %lld\n", counter_values[1]);
}
#endif
status += ! params.okay();
params.reset_output();
}
if (repeat > 1) {
printf( "\n" );
}
} while(params.next());
#ifdef BLAS_HAVE_PAPI
if (params.papi() == 'y') {
// stop papi
require( PAPI_stop( event_set, counter_values ) == PAPI_OK );
// print papi instrumentation
blas::counter::print( (cset_list_object_t *)counter_values[0] );
printf("FLOP count: %lld\n", counter_values[1]);
printf( "\n" );
}
#endif
if (status) {
printf( "%d tests FAILED for %s.\n", status, routine );
}
else {
printf( "All tests passed for %s.\n", routine );
}
}
catch (const QuitException& ex) {
// pass: no error to print
}
catch (const std::exception& ex) {
fprintf( stderr, "\n%s%sError: %s%s\n",
ansi_bold, ansi_red, ex.what(), ansi_normal );
status = -1;
}
return status;
}
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