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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 "test.hh"
#include "print_matrix.hh"
#include "lapack_wrappers.hh"
#include "blas/flops.hh"
// -----------------------------------------------------------------------------
template <typename T>
void test_memcpy_work( Params& params, bool run )
{
using namespace testsweeper;
using real_t = blas::real_type<T>;
// get & mark input values
int64_t n = params.dim.n();
int64_t inc_ac = params.incx();
int64_t inc_bd = params.incy();
int64_t device = params.device();
int64_t verbose = params.verbose();
// mark non-standard output values
params.time2();
params.time3();
params.time4();
params.gbytes();
params.gbytes2();
params.gbytes3();
params.gbytes4();
params.ref_time();
params.ref_gbytes();
params.time .name( "h2d (sec)" );
params.time2 .name( "d2d (sec)" );
params.time3 .name( "d2h (sec)" );
params.time4 .name( "h2h (sec)" );
params.ref_time.name( "ref (sec)" );
params.gbytes .name( "h2d GB/s" );
params.gbytes2 .name( "d2d GB/s" );
params.gbytes3 .name( "d2h GB/s" );
params.gbytes4 .name( "h2h GB/s" );
params.ref_gbytes.name( "ref GB/s" );
if (! run)
return;
if (blas::get_device_count() == 0) {
params.msg() = "skipping: no GPU devices or no GPU support";
return;
}
enum class Method {
memcpy,
copy_vector,
set_vector, // tests both set_vector and get_vector
};
Method method;
if (params.routine == "memcpy") {
method = Method::memcpy;
blas_error_if_msg( inc_ac != 1, "memcpy doesn't have inc" );
blas_error_if_msg( inc_bd != 1, "memcpy doesn't have inc" );
}
else if (params.routine == "copy_vector") {
method = Method::copy_vector;
}
else if (params.routine == "set_vector") {
method = Method::set_vector;
}
else {
throw blas::Error( "unknown method" );
}
// setup
if (verbose >= 1)
printf( "setup\n" );
blas::Queue queue( device );
// Allocate extra to verify copy doesn't overrun buffer.
// When routine is copy/set/get_vector,
// inc_ac is used for a, c vectors,
// inc_bd is used for b, d vectors.
int64_t inc = std::max( inc_ac, inc_bd );
int64_t extra = 2;
int64_t size = inc*(n + extra);
T* a_host = blas::host_malloc_pinned<T>( size, queue );
T* b_host = blas::host_malloc_pinned<T>( size, queue );
T* c_host = blas::host_malloc_pinned<T>( size, queue );
T* d_host = blas::host_malloc_pinned<T>( size, queue );
// device specifics
T* b_dev = blas::device_malloc<T>( size, queue );
T* c_dev = blas::device_malloc<T>( size, queue );
int64_t idist = 1;
int iseed[4] = { 0, 0, 0, 1 };
lapack_larnv( idist, iseed, size, a_host );
lapack_larnv( idist, iseed, size, b_host );
lapack_larnv( idist, iseed, size, c_host );
lapack_larnv( idist, iseed, size, d_host );
// test error exits
if (verbose >= 1)
printf( "error exits\n" );
assert_throw( blas::device_memcpy( c_dev, b_dev, -1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( -1, b_dev, 1, c_dev, 1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( n, b_dev, 0, c_dev, 1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( n, b_dev, 1, c_dev, 0, queue ), blas::Error );
assert_throw( blas::device_copy_vector( -1, b_dev, 1, c_dev, 1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( n, b_dev, 0, c_dev, 1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( n, b_dev, 1, c_dev, 0, queue ), blas::Error );
assert_throw( blas::device_copy_vector( -1, b_dev, 1, c_dev, 1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( n, b_dev, 0, c_dev, 1, queue ), blas::Error );
assert_throw( blas::device_copy_vector( n, b_dev, 1, c_dev, 0, queue ), blas::Error );
if (verbose >= 1) {
printf( "\n"
"n=%5lld, inc_ac=%2lld, inc_bd=%2lld\n",
llong( n ), llong( inc_ac ), llong( inc_bd ) );
}
if (verbose >= 2) {
printf( "a = " ); print_matrix( inc_ac, n + extra, a_host, inc_ac );
}
// run test
testsweeper::flush_cache( params.cache() );
//----------
// a_host -> b_dev
if (verbose >= 1)
printf( "a_host -> b_dev, method %d\n", int( method ) );
double time = sync_get_wtime( queue );
if (method == Method::memcpy) {
blas::device_memcpy( b_dev, a_host, n, queue );
}
else if (method == Method::copy_vector) {
blas::device_copy_vector( n, a_host, inc_ac, b_dev, inc_bd, queue );
}
else if (method == Method::set_vector) {
blas::device_copy_vector( n, a_host, inc_ac, b_dev, inc_bd, queue );
}
time = sync_get_wtime( queue ) - time;
//----------
// b_dev -> c_dev
if (verbose >= 1)
printf( "b_dev -> c_dev, method %d\n", int( method ) );
double time2 = sync_get_wtime( queue );
if (method == Method::memcpy) {
blas::device_memcpy( c_dev, b_dev, n, queue );
}
else {
// For method = copy_vector or set_vector, use copy_vector.
blas::device_copy_vector( n, b_dev, inc_bd, c_dev, inc_ac, queue );
}
time2 = sync_get_wtime( queue ) - time2;
//----------
// c_dev -> d_host
if (verbose >= 1)
printf( "c_dev -> d_host, method %d\n", int( method ) );
double time3 = sync_get_wtime( queue );
if (method == Method::memcpy) {
blas::device_memcpy( d_host, c_dev, n, queue );
}
else if (method == Method::copy_vector) {
blas::device_copy_vector( n, c_dev, inc_ac, d_host, inc_bd, queue );
}
else if (method == Method::set_vector) {
blas::device_copy_vector( n, c_dev, inc_ac, d_host, inc_bd, queue );
}
time3 = sync_get_wtime( queue ) - time3;
//----------
// a_host -> b_host
if (verbose >= 1)
printf( "a_host -> b_host, method %d\n", int( method ) );
double time4 = sync_get_wtime( queue );
if (method == Method::memcpy) {
blas::device_memcpy( b_host, a_host, n, queue );
}
else {
// For method = copy_vector or set_vector, use copy_vector.
blas::device_copy_vector( n, a_host, inc_ac, b_host, inc_bd, queue );
}
time4 = sync_get_wtime( queue ) - time4;
//----------
// b_host -> c_host
if (verbose >= 1)
printf( "b_host -> c_host, method %d\n", int( method ) );
double ref_time = sync_get_wtime( queue );
blas::copy( n, b_host, inc_bd, c_host, inc_ac );
ref_time = sync_get_wtime( queue ) - ref_time;
// read n, write n
double gbyte = blas::Gbyte<T>::copy( n );
params.time() = time;
params.time2() = time2;
params.time3() = time3;
params.time4() = time4;
params.ref_time() = ref_time;
params.gbytes() = gbyte / time;
params.gbytes2() = gbyte / time2;
params.gbytes3() = gbyte / time3;
params.gbytes4() = gbyte / time4;
params.ref_gbytes() = gbyte / ref_time;
if (verbose >= 2) {
printf( "b = " ); print_matrix( inc_bd, n + extra, b_host, inc_bd );
printf( "c = " ); print_matrix( inc_ac, n + extra, c_host, inc_ac );
printf( "d = " ); print_matrix( inc_bd, n + extra, d_host, inc_bd );
printf( "Note rows after first and last %lld cols should NOT be copied!\n",
llong( extra ) );
}
// check error
blas::axpy( n, -1.0, a_host, inc_ac, b_host, inc_bd );
blas::axpy( n, -1.0, a_host, inc_ac, c_host, inc_ac );
blas::axpy( n, -1.0, a_host, inc_ac, d_host, inc_bd );
// Interpret as one row of inc-by-n matrix.
real_t dummy;
real_t error = lapack_lange( "m", 1, n, b_host, inc_bd, &dummy )
+ lapack_lange( "m", 1, n, c_host, inc_ac, &dummy )
+ lapack_lange( "m", 1, n, d_host, inc_bd, &dummy );
// Entries outside increments should NOT be copied.
// For first n cols, check i = 1 : inc.
// For extra cols, check i = 0 : inc.
int64_t min_inc = std::min( inc_ac, inc_bd );
for (int64_t j = 0; j < n + extra; ++j) {
for (int64_t i = (j < n ? 1 : 0); i < min_inc; ++i) {
if (a_host[ i + j*inc_ac ] == b_host[ i + j*inc_bd ])
error += 1;
if (a_host[ i + j*inc_ac ] == c_host[ i + j*inc_ac ])
error += 1;
if (a_host[ i + j*inc_ac ] == d_host[ i + j*inc_bd ])
error += 1;
}
}
params.error() = error;
params.okay() = (error == 0); // copy must be exact
if (verbose >= 1)
printf( "cleanup\n" );
blas::host_free_pinned( a_host, queue );
blas::host_free_pinned( b_host, queue );
blas::host_free_pinned( c_host, queue );
blas::host_free_pinned( d_host, queue );
blas::device_free( b_dev, queue );
blas::device_free( c_dev, queue );
}
// -----------------------------------------------------------------------------
void test_memcpy( Params& params, bool run )
{
switch (params.datatype()) {
case testsweeper::DataType::Single:
test_memcpy_work< float >( params, run );
break;
case testsweeper::DataType::Double:
test_memcpy_work< double >( params, run );
break;
case testsweeper::DataType::SingleComplex:
test_memcpy_work< std::complex<float> >( params, run );
break;
case testsweeper::DataType::DoubleComplex:
test_memcpy_work< std::complex<double> >( params, run );
break;
default:
throw std::exception();
break;
}
}
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