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Implemented bli_acquire_mpart(), added example code.
Details: - Implemented bli_acquire_mpart(), a general-purpose submatrix view function that will alias an obj_t to be a submatrix "view" of an existing obj_t. - Renumbered examples in examples/oapi and inserted a new example file, 03obj_view.c, which shows how to use bli_acquire_mpart() to obtain submatrix views of existing objects, which can then be used to indirectly modify the parent object.
This commit is contained in:
272
examples/oapi/03obj_view.c
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272
examples/oapi/03obj_view.c
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/*
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BLIS
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An object-based framework for developing high-performance BLAS-like
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libraries.
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Copyright (C) 2014, The University of Texas
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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 of The University of Texas 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 <stdio.h>
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#include <stdlib.h>
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#include "blis.h"
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void init_dmatrix_by_rows( dim_t m, dim_t n, double* a, inc_t rs, inc_t cs );
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void init_dmatrix_by_cols( dim_t m, dim_t n, double* a, inc_t rs, inc_t cs );
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void init_dobj_by_cols( obj_t* a );
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void init_zobj_by_cols( obj_t* a );
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int main( int argc, char** argv )
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{
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obj_t a1, a2;
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obj_t v1, v2, v3, v4, v5;
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num_t dt;
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dim_t m, n;
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inc_t rs, cs;
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dim_t i, j;
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dim_t mv, nv;
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//
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// This file demonstrates creating and submatrix views into existing matrices.
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//
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//
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// Example 1: Create an object and then create a submatrix view.
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//
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printf( "\n#\n# -- Example 1 --\n#\n\n" );
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// We'll use these parameters for the following examples.
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dt = BLIS_DOUBLE;
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m = 6; n = 7; rs = 1; cs = m;
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// Create an object a1 using bli_obj_create().
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bli_obj_create( dt, m, n, rs, cs, &a1 );
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// Initialize a1 to contain known values.
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init_dobj_by_cols( &a1 )
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bli_printm( "matrix 'a1' (initial state)", &a1, "%5.1f", "" );
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// Acquire a 4x3 submatrix view into a1 at (i,j) offsets (1,2).
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i = 1; j = 2; mv = 4; nv = 3;
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bli_acquire_mpart( i, j, mv, nv, &a1, &v1 );
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bli_printm( "4x3 submatrix 'v1' at offsets (1,2)", &v1, "%5.1f", "" );
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// NOTE: Submatrix views should never be passed to bli_obj_free(). It
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// will not cause an immediate error, but it is bad practice. Instead,
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// you should only release the objects that were created directy via
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// bli_obj_create(). In the above example, that means only object a1
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// would be passed to bli_obj_free().
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//
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// Example 2: Modify the contents of a submatrix view.
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//
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printf( "\n#\n# -- Example 2 --\n#\n\n" );
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// Modify the first three elements of the first column.
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bli_setijm( -3.0, 0.0, 0, 0, &v1 );
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bli_setijm( -4.0, 0.0, 1, 0, &v1 );
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bli_setijm( -5.0, 0.0, 2, 0, &v1 );
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// Modify the first three elements of the second column.
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bli_setijm( -6.0, 0.0, 0, 1, &v1 );
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bli_setijm( -7.0, 0.0, 1, 1, &v1 );
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bli_setijm( -8.0, 0.0, 2, 1, &v1 );
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// Print the matrix again so we can see the update elements.
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bli_printm( "submatrix view 'v1' (modified state)", &v1, "%5.1f", "" );
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bli_printm( "matrix 'a1' (indirectly modified due to changes to 'v1')", &a1, "%5.1f", "" );
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//
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// Example 3: Create a submatrix view that is "too big".
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//
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printf( "\n#\n# -- Example 3 --\n#\n\n" );
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// bli_acquire_mpart() will safely truncate your requested submatrix
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// view dimensions (or even the offsets) if they extend beyond the
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// bounds of the parent object.
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bli_printm( "matrix 'a1' (current state)", &a1, "%5.1f", "" );
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// Acquire a 4x3 submatrix view into a1 at offsets (4,2). Notice how
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// the requested view contains four rows, but the view is created with
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// only two rows because the starting m offset of 4 leaves only two rows
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// left in the parent matrix.
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bli_acquire_mpart( 4, 2, 4, 3, &a1, &v2 );
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bli_printm( "4x3 submatrix 'v2' at offsets (4,2) -- two rows truncated for safety", &v2, "%5.1f", "" );
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//
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// Example 4: Create a bufferless object, attach an external buffer, and
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// then create a submatrix view.
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//
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printf( "\n#\n# -- Example 4 --\n#\n\n" );
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// Create a object with known elements using the same approach as the
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// previous example file.
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double* p1 = malloc( m * n * sizeof( double ) );
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init_dmatrix_by_cols( m, n, p1, rs, cs );
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bli_obj_create_with_attached_buffer( dt, m, n, p1, rs, cs, &a2 );
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bli_printm( "matrix 'a2' (initial state)", &a2, "%5.1f", "" );
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// Acquire a 3x4 submatrix view at offset (2,3).
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bli_acquire_mpart( 2, 3, 3, 4, &a2, &v3 );
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bli_printm( "3x4 submatrix view 'v3' at offsets (2,3)", &v3, "%5.1f", "" );
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//
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// Example 5: Use a submatrix view to set a region of a larger matrix to
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// zero.
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//
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printf( "\n#\n# -- Example 5 --\n#\n\n" );
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bli_printm( "3x4 submatrix view 'v3' at offsets (2,3)", &v3, "%5.1f", "" );
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bli_setm( &BLIS_ZERO, &v3 );
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bli_printm( "3x4 submatrix view 'v3' (zeroed out)", &v3, "%5.1f", "" );
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bli_printm( "matrix 'a2' (modified state)", &a2, "%5.1f", "" );
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//
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// Example 6: Obtain a submatrix view into a submatrix view.
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//
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printf( "\n#\n# -- Example 6 --\n#\n\n" );
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bli_acquire_mpart( 1, 1, 5, 6, &a2, &v4 );
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bli_printm( "5x6 submatrix view 'v4' at offsets (1,1) of 'a2'", &v4, "%5.1f", "" );
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bli_acquire_mpart( 1, 0, 4, 5, &v4, &v5 );
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bli_printm( "4x5 submatrix view 'v5' at offsets (1,0) of 'v4'", &v5, "%5.1f", "" );
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// Free the memory arrays we allocated.
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free( p1 );
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// Free the objects we created.
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bli_obj_free( &a1 );
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return 0;
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}
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// -----------------------------------------------------------------------------
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void init_dmatrix_by_rows( dim_t m, dim_t n, double* a, inc_t rs, inc_t cs )
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{
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dim_t i, j;
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double alpha = 0.0;
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// Step through a matrix by rows, assigning each element a unique
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// value, starting at 0.
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for ( i = 0; i < m; ++i )
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{
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for ( j = 0; j < n; ++j )
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{
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double* a_ij = a + i*rs + j*cs;
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*a_ij = alpha;
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alpha += 1.0;
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}
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}
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}
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void init_dmatrix_by_cols( dim_t m, dim_t n, double* a, inc_t rs, inc_t cs )
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{
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dim_t i, j;
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double alpha = 0.0;
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// Step through a matrix by columns, assigning each element a unique
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// value, starting at 0.
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for ( j = 0; j < n; ++j )
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{
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for ( i = 0; i < m; ++i )
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{
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double* a_ij = a + i*rs + j*cs;
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*a_ij = alpha;
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alpha += 1.0;
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}
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}
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}
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void init_dobj_by_cols( obj_t* a )
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{
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dim_t m = bli_obj_length( a );
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dim_t n = bli_obj_width( a );
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dim_t i, j;
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double alpha = 0.0;
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// Step through a matrix by columns, assigning each element a unique
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// value, starting at 0.
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for ( j = 0; j < n; ++j )
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{
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for ( i = 0; i < m; ++i )
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{
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bli_setijm( alpha, 0.0, i, j, a );
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alpha += 1.0;
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}
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}
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}
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void init_zobj_by_cols( obj_t* a )
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{
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dim_t m = bli_obj_length( a );
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dim_t n = bli_obj_width( a );
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dim_t i, j;
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double alpha = 0.0;
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// Step through a matrix by columns, assigning each real and imaginary
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// element a unique value, starting at 0.
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for ( j = 0; j < n; ++j )
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{
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for ( i = 0; i < m; ++i )
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{
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bli_setijm( alpha, alpha + 1.0, i, j, a );
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alpha += 2.0;
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}
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}
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}
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@@ -105,16 +105,17 @@ CFLAGS += -I$(TEST_SRC_PATH)
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LIBBLIS_LINK := $(BUILD_PATH)/$(LIBBLIS_LINK)
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# Binary executable name.
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TEST_BINS := 0obj_basic.x \
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1obj_attach.x \
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2obj_ij.x \
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3level0.x \
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4level1v.x \
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5level1m.x \
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6level1m_diag.x \
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7level2.x \
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8level3.x \
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9util.x
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TEST_BINS := 00obj_basic.x \
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01obj_attach.x \
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02obj_ij.x \
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03obj_view.x \
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04level0.x \
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05level1v.x \
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06level1m.x \
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07level1m_diag.x \
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08level2.x \
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09level3.x \
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10util.x
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@@ -6,7 +6,7 @@ This directory contains several files, each containing various pieces of
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example code that demonstrate core functionality of the object API in BLIS.
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These example files should be thought of collectively like a tutorial, and
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therefore it is recommended to start from the beginning (the file that
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starts in '0').
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starts in '00').
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You can build all of the examples by simply running 'make' from this
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directory. (You can also run 'make clean'.) The makefile assumes that
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