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Merged contributions from AMD's AOCL BLIS (#448). Details: - Added support for level-3 operation gemmt, which performs a gemm on only the lower or upper triangle of a square matrix C. For now, only the conventional/large code path will be supported (in vanilla BLIS). This was accomplished by leveraging the existing variant logic for herk. However, some of the infrastructure to support a gemmtsup is included in this commit, including - A bli_gemmtsup() front-end, similar to bli_gemmsup(). - A bli_gemmtsup_ref() reference handler function. - A bli_gemmtsup_int() variant chooser function (with variant calls commented out). - Added support for inducing complex domain gemmt via the 1m method. - Added gemmt APIs to the BLAS and CBLAS compatiblity layers. - Added gemmt test module to testsuite. - Added standalone gemmt test driver to 'test' directory. - Documented gemmt APIs in BLISObjectAPI.md and BLISTypedAPI.md. - Added a C++ template header (blis.hh) containing a BLAS-inspired wrapper to a set of polymorphic CBLAS-like function wrappers defined in another header (cblas.hh). These two headers are installed if running the 'install' target with INSTALL_HH is set to 'yes'. (Also added a set of unit tests that exercise blis.hh, although they are disabled for now because they aren't compatible with out-of-tree builds.) These files now live in the 'vendor' top-level directory. - Various updates to 'zen' and 'zen2' subconfigurations, particularly within the context initialization functions. - Added s and d copyv, setv, and swapv kernels to kernels/zen/1, and various minor updates to dotv and scalv kernels. Also added various sup kernels contributed by AMD to kernels/zen/3. However, these kernels are (for now) not yet used, in part because they caused AppVeyor clang failures, and also because I have not found time to review and vet them. - Output the python found during configure into the definition of PYTHON in build/config.mk (via build/config.mk.in). - Added early-return checks (A, B, or C with zero dimension; alpha = 0) to bli_gemm_front.c. - Implemented explicit beta = 0 handling in for the sgemm ukernel in bli_gemm_armv7a_int_d4x4.c, which was previously missing. This latent bug surfaced because the gemmt module verifies its computation using gemm with its beta parameter set to zero, which, on a cortexa15 system caused the gemm kernel code to unconditionally multiply the uninitialized C data by beta. The C matrix likely contained non-numeric values such as NaN, which then would have resulted in a false failure. - Fixed a bug whereby the implementation for bli_herk_determine_kc(), in bli_l3_blocksize.c, was inadvertantly being defined in terms of helper functions meant for trmm. This bug was probably harmless since the trmm code should have also done the right thing for herk. - Used cpp macros to neutralize the various AOCL_DTL_TRACE_ macros in kernels/zen/3/bli_gemm_small.c since those macros are not used in vanilla BLIS. - Added cpp guard to definition of bli_mem_clear() in bli_mem.h to accommodate C++'s stricter type checking. - Added cpp guard to test/*.c drivers that facilitate compilation on Windows systems. - Various whitespace changes.
158 lines
4.2 KiB
C++
158 lines
4.2 KiB
C++
/*
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BLISPP
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C++ test driver for BLIS CPP gemm routine and reference blis gemm routine.
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Copyright (C) 2019, Advanced Micro Devices, Inc.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are
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met:
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- Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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- Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in the
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documentation and/or other materials provided with the distribution.
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- Neither the name(s) of the copyright holder(s) nor the names of its
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contributors may be used to endorse or promote products derived
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from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#include <complex>
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#include <iostream>
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#include "blis.hh"
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#include "test.hh"
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using namespace blis;
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using namespace std;
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//#define PRINT
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#define ALPHA 1.0
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#define BETA 0.0
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#define N 6
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/*
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* Test application assumes matrices to be column major, non-transposed
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*/
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template< typename T >
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void ref_hemv(int64_t n,
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T * alpha,
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T *A,
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T *X,
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T * beta,
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T *Y )
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{
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obj_t obj_a, obj_x, obj_y;
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obj_t obj_alpha, obj_beta;
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num_t dt;
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if(is_same<T, float>::value)
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dt = BLIS_FLOAT;
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else if(is_same<T, double>::value)
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dt = BLIS_DOUBLE;
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else if(is_same<T, complex<float>>::value)
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dt = BLIS_SCOMPLEX;
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else if(is_same<T, complex<double>>::value)
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dt = BLIS_DCOMPLEX;
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bli_obj_create_with_attached_buffer( dt, 1, 1, alpha, 1,1,&obj_alpha );
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bli_obj_create_with_attached_buffer( dt, 1, 1, beta, 1,1,&obj_beta );
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bli_obj_create_with_attached_buffer( dt, n, n, A, 1,n,&obj_a );
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bli_obj_create_with_attached_buffer( dt, n, 1, X, 1,n,&obj_x );
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bli_obj_create_with_attached_buffer( dt, n, 1, Y, 1,n,&obj_y );
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bli_obj_set_struc( BLIS_HERMITIAN, &obj_a );
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bli_obj_set_uplo( BLIS_LOWER, &obj_a );
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bli_hemv( &obj_alpha,
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&obj_a,
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&obj_x,
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&obj_beta,
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&obj_y );
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}
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template< typename T >
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void test_hemv( )
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{
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T *A, *Y, *Y_ref, *X;
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T alpha, beta;
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int n;
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int lda, incx, incy, incy_ref;
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alpha = ALPHA;
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beta = BETA;
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n = N;
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lda = n;
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incx = 1;
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incy = 1;
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incy_ref = 1;
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srand (time(NULL));
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allocate_init_buffer(A , n , n);
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allocate_init_buffer(X , n , 1);
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allocate_init_buffer(Y , n , 1);
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copy_buffer(Y, Y_ref , n ,1);
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#ifdef PRINT
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printmatrix(A, lda ,n,n, (char *)"A");
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printvector(X, n, (char *)"X");
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printvector(Y, n, (char *)"Y");
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#endif
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blis::hemv(
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CblasColMajor,
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CblasLower,
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n,
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alpha,
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A,
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lda,
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X,
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incx,
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beta,
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Y,
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incy
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);
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#ifdef PRINT
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printvector(Y, n, (char *)"Y output");
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#endif
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ref_hemv(n, &alpha, A, X, &beta, Y_ref);
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#ifdef PRINT
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printvector(Y_ref, n,(char *) "Y_ref output");
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#endif
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if(computeErrorV(incy,incy_ref, n, Y, Y_ref )==1)
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printf("%s TEST FAIL\n" , __PRETTY_FUNCTION__ );
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else
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printf("%s TEST PASS\n" , __PRETTY_FUNCTION__ );
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delete[]( A );
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delete[]( X );
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delete[]( Y );
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delete[]( Y_ref );
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}
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// -----------------------------------------------------------------------------
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int main( int argc, char** argv )
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{
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test_hemv<complex<float>>( );
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test_hemv<complex<double>>( );
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return 0;
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}
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