mirror of
https://github.com/amd/blis.git
synced 2026-04-28 11:31:13 +00:00
Details:
- Standard names for reference kernels (levels-1v, -1f and 3) are now
macro constants. Examples:
BLIS_SAXPYV_KERNEL_REF
BLIS_DDOTXF_KERNEL_REF
BLIS_ZGEMM_UKERNEL_REF
- Developers no longer have to name all datatype instances of a kernel
with a common base name; [sdcz] datatype flavors of each kernel or
micro-kernel (level-1v, -1f, or 3) may now be named independently.
This means you can now, if you wish, encode the datatype-specific
register blocksizes in the name of the micro-kernel functions.
- Any datatype instances of any kernel (1v, 1f, or 3) that is left
undefined in bli_kernel.h will default to the corresponding reference
implementation. For example, if BLIS_DGEMM_UKERNEL is left undefined,
it will be defined to be BLIS_DGEMM_UKERNEL_REF.
- Developers no longer need to name level-1v/-1f kernels with multiple
datatype chars to match the number of types the kernel WOULD take in
a mixed type environment, as in bli_dddaxpyv_opt(). Now, one char is
sufficient, as in bli_daxpyv_opt().
- There is no longer a need to define an obj_t wrapper to go along with
your level-1v/-1f kernels. The framework now prvides a _kernel()
function which serves as the obj_t wrapper for whatever kernels are
specified (or defaulted to) via bli_kernel.h
- Developers no longer need to prototype their kernels, and thus no
longer need to include any prototyping headers from within
bli_kernel.h. The framework now generates kernel prototypes, with the
proper type signature, based on the kernel names defined (or defaulted
to) via bli_kernel.h.
- If the complex datatype x (of [cz]) implementation of the gemm micro-
kernel is left undefined by bli_kernel.h, but its same-precision real
domain equivalent IS defined, BLIS will use a 4m-based implementation
for the datatype x implementations of all level-3 operations, using
only the real gemm micro-kernel.
313 lines
9.4 KiB
C
313 lines
9.4 KiB
C
/*
|
|
|
|
BLIS
|
|
An object-based framework for developing high-performance BLAS-like
|
|
libraries.
|
|
|
|
Copyright (C) 2014, The University of Texas
|
|
|
|
Redistribution and use in source and binary forms, with or without
|
|
modification, are permitted provided that the following conditions are
|
|
met:
|
|
- Redistributions of source code must retain the above copyright
|
|
notice, this list of conditions and the following disclaimer.
|
|
- Redistributions in binary form must reproduce the above copyright
|
|
notice, this list of conditions and the following disclaimer in the
|
|
documentation and/or other materials provided with the distribution.
|
|
- Neither the name of The University of Texas nor the names of its
|
|
contributors may be used to endorse or promote products derived
|
|
from this software without specific prior written permission.
|
|
|
|
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
|
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
|
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
|
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
|
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
|
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
|
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
|
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
|
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
|
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
|
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
|
|
|
*/
|
|
|
|
#include "blis.h"
|
|
|
|
|
|
|
|
void bli_sdotv_opt_var1( conj_t conjx,
|
|
conj_t conjy,
|
|
dim_t n,
|
|
float* restrict x, inc_t incx,
|
|
float* restrict y, inc_t incy,
|
|
float* restrict rho )
|
|
{
|
|
/* Just call the reference implementation. */
|
|
BLIS_SDOTV_KERNEL_REF( conjx,
|
|
conjy,
|
|
n,
|
|
x, incx,
|
|
y, incy,
|
|
rho );
|
|
}
|
|
|
|
|
|
|
|
void bli_ddotv_opt_var1( conj_t conjx,
|
|
conj_t conjy,
|
|
dim_t n,
|
|
double* restrict x, inc_t incx,
|
|
double* restrict y, inc_t incy,
|
|
double* restrict rho )
|
|
{
|
|
/* Just call the reference implementation. */
|
|
BLIS_DDOTV_KERNEL_REF( conjx,
|
|
conjy,
|
|
n,
|
|
x, incx,
|
|
y, incy,
|
|
rho );
|
|
}
|
|
|
|
|
|
|
|
void bli_cdotv_opt_var1( conj_t conjx,
|
|
conj_t conjy,
|
|
dim_t n,
|
|
scomplex* restrict x, inc_t incx,
|
|
scomplex* restrict y, inc_t incy,
|
|
scomplex* restrict rho )
|
|
{
|
|
/* Just call the reference implementation. */
|
|
BLIS_CDOTV_KERNEL_REF( conjx,
|
|
conjy,
|
|
n,
|
|
x, incx,
|
|
y, incy,
|
|
rho );
|
|
}
|
|
|
|
|
|
|
|
void bli_zdotv_opt_var1( conj_t conjx,
|
|
conj_t conjy,
|
|
dim_t n,
|
|
dcomplex* restrict x, inc_t incx,
|
|
dcomplex* restrict y, inc_t incy,
|
|
dcomplex* restrict rho )
|
|
{
|
|
/*
|
|
Template dotv kernel implementation
|
|
|
|
This function contains a template implementation for a double-precision
|
|
complex kernel, coded in C, which can serve as the starting point for one
|
|
to write an optimized kernel on an arbitrary architecture. (We show a
|
|
template implementation for only double-precision complex because the
|
|
templates for the other three floating-point types would be similar, with
|
|
the real instantiations being noticeably simpler due to the disappearance
|
|
of conjugation in the real domain.)
|
|
|
|
This kernel performs an inner (dot) product operation:
|
|
|
|
rho := conjx( x^T ) * conjy( y )
|
|
|
|
where x and y are vectors of length n and rho is a scalar.
|
|
|
|
Parameters:
|
|
|
|
- conjx: Compute with conjugated values of x?
|
|
- conjy: Compute with conjugated values of y?
|
|
- n: The number of elements in vectors x and y.
|
|
- x: The address of vector x.
|
|
- incx: The vector increment of x. incx should be unit unless the
|
|
implementation makes special accomodation for non-unit values.
|
|
- y: The address of vector y.
|
|
- incy: The vector increment of y. incy should be unit unless the
|
|
implementation makes special accomodation for non-unit values.
|
|
- rho: The address of the output scalar.
|
|
|
|
This template code calls the reference implementation if any of the
|
|
following conditions are true:
|
|
|
|
- Either of the strides incx or incy is non-unit.
|
|
- Vectors x and y are unaligned with different offsets.
|
|
|
|
If the vectors are aligned, or unaligned by the same offset, then optimized
|
|
code can be used for the bulk of the computation. This template shows how
|
|
the front-edge case can be handled so that the remaining computation is
|
|
aligned. (This template guarantees alignment to be BLIS_SIMD_ALIGN_SIZE,
|
|
which is defined in bli_config.h.)
|
|
|
|
Additional things to consider:
|
|
|
|
- While four combinations of possible values of conjx and conjy exist, we
|
|
implement only conjugation on x explicitly; we induce the other two cases
|
|
by toggling the effective conjugation on x and then conjugating the dot
|
|
product result.
|
|
- Because conjugation disappears in the real domain, real instances of
|
|
this kernel can safely ignore the values of any conjugation parameters,
|
|
thereby simplifying the implementation.
|
|
|
|
For more info, please refer to the BLIS website and/or contact the
|
|
blis-devel mailing list.
|
|
|
|
-FGVZ
|
|
*/
|
|
const dim_t n_elem_per_reg = 1;
|
|
const dim_t n_iter_unroll = 1;
|
|
|
|
const dim_t n_elem_per_iter = n_elem_per_reg * n_iter_unroll;
|
|
const siz_t type_size = sizeof( *x );
|
|
|
|
dcomplex* xp;
|
|
dcomplex* yp;
|
|
dcomplex dotxy;
|
|
|
|
bool_t use_ref = FALSE;
|
|
|
|
dim_t n_pre = 0;
|
|
dim_t n_iter;
|
|
dim_t n_left;
|
|
|
|
dim_t off_x, off_y;
|
|
dim_t i;
|
|
|
|
conj_t conjx_use;
|
|
|
|
|
|
// If the vector lengths are zero, set rho to zero and return.
|
|
if ( bli_zero_dim1( n ) )
|
|
{
|
|
bli_zset0s( *rho );
|
|
return;
|
|
}
|
|
|
|
// If there is anything that would interfere with our use of aligned
|
|
// vector loads/stores, call the reference implementation.
|
|
if ( bli_has_nonunit_inc2( incx, incy ) )
|
|
{
|
|
use_ref = TRUE;
|
|
}
|
|
else if ( bli_is_unaligned_to( x, BLIS_SIMD_ALIGN_SIZE ) ||
|
|
bli_is_unaligned_to( y, BLIS_SIMD_ALIGN_SIZE ) )
|
|
{
|
|
use_ref = TRUE;
|
|
|
|
// If a, the second column of a, and y are unaligned by the same
|
|
// offset, then we can still use an implementation that depends on
|
|
// alignment for most of the operation.
|
|
off_x = bli_offset_from_alignment( x, BLIS_SIMD_ALIGN_SIZE );
|
|
off_y = bli_offset_from_alignment( y, BLIS_SIMD_ALIGN_SIZE );
|
|
|
|
if ( off_x == off_y )
|
|
{
|
|
use_ref = FALSE;
|
|
n_pre = off_x / type_size;
|
|
}
|
|
}
|
|
|
|
// Call the reference implementation if needed.
|
|
if ( use_ref == TRUE )
|
|
{
|
|
BLIS_ZDOTV_KERNEL_REF( conjx,
|
|
conjy,
|
|
n,
|
|
x, incx,
|
|
y, incy,
|
|
rho );
|
|
return;
|
|
}
|
|
|
|
|
|
// Compute the number of unrolled and leftover (edge) iterations.
|
|
n_iter = ( n - n_pre ) / n_elem_per_iter;
|
|
n_left = ( n - n_pre ) % n_elem_per_iter;
|
|
|
|
|
|
// Initialize pointers into x and y.
|
|
xp = x;
|
|
yp = y;
|
|
|
|
|
|
// Initialize accumulator to zero.
|
|
bli_zset0s( dotxy );
|
|
|
|
|
|
conjx_use = conjx;
|
|
|
|
// If y must be conjugated, we compute the result indirectly by first
|
|
// toggling the effective conjugation of x and then conjugating the
|
|
// resulting dot product.
|
|
if ( bli_is_conj( conjy ) )
|
|
bli_toggle_conj( conjx_use );
|
|
|
|
|
|
// Iterate over elements of x and y to compute:
|
|
// rho = conjx( x^T ) * conjy( y );
|
|
if ( bli_is_noconj( conjx_use ) )
|
|
{
|
|
// Compute front edge cases if x and y were unaligned.
|
|
for ( i = 0; i < n_pre; ++i )
|
|
{
|
|
bli_zzzdots( *xp, *yp, dotxy );
|
|
|
|
xp += 1; yp += 1;
|
|
}
|
|
|
|
// The bulk of the operation is executed here. The addresses xp and
|
|
// yp are guaranteed to be aligned to BLIS_SIMD_ALIGN_SIZE.
|
|
for ( i = 0; i < n_iter; ++i )
|
|
{
|
|
bli_zzzdots( *xp, *yp, dotxy );
|
|
|
|
xp += n_elem_per_iter;
|
|
yp += n_elem_per_iter;
|
|
}
|
|
|
|
// Compute tail edge cases, if applicable.
|
|
for ( i = 0; i < n_left; ++i )
|
|
{
|
|
bli_zzzdots( *xp, *yp, dotxy );
|
|
|
|
xp += 1; yp += 1;
|
|
}
|
|
}
|
|
else // if ( bli_is_conj( conjx_use ) )
|
|
{
|
|
// Compute front edge cases if x and y were unaligned.
|
|
for ( i = 0; i < n_pre; ++i )
|
|
{
|
|
bli_zzzdotjs( *xp, *yp, dotxy );
|
|
|
|
xp += 1; yp += 1;
|
|
}
|
|
|
|
// The bulk of the operation is executed here. The addresses xp and
|
|
// yp are guaranteed to be aligned to BLIS_SIMD_ALIGN_SIZE.
|
|
for ( i = 0; i < n_iter; ++i )
|
|
{
|
|
bli_zzzdotjs( *xp, *yp, dotxy );
|
|
|
|
xp += n_elem_per_iter;
|
|
yp += n_elem_per_iter;
|
|
}
|
|
|
|
// Compute tail edge cases, if applicable.
|
|
for ( i = 0; i < n_left; ++i )
|
|
{
|
|
bli_zzzdotjs( *xp, *yp, dotxy );
|
|
|
|
xp += 1; yp += 1;
|
|
}
|
|
}
|
|
|
|
// If conjugation on y was requested, we induce it by conjugating
|
|
// the contents of dotxy.
|
|
if ( bli_is_conj( conjy ) )
|
|
bli_zconjs( dotxy );
|
|
|
|
bli_zzcopys( dotxy, *rho );
|
|
}
|
|
|