You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

111 lines
5.6 KiB

<?xml version="1.0" encoding="UTF-8"?>
Copyright (c) 2017 OpenPOWER Foundation
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
See the License for the specific language governing permissions and
limitations under the License.
<section xmlns=""
<title>Crossing lanes</title>
<para>We have seen that, most of the time, vector SIMD units prefer to keep
computations in the same “lane” (element number) as the input elements. The
only exception in the examples so far are the occasional splat (copy one
element to all the other elements of the vector) operations. Splat is an
example of the general category of “permute” operations (Intel would call
this a “shuffle” or “blend”). Permutes selects and rearrange the
elements of (usually) a concatenated pair of vectors and delivers those
selected elements, in a specific order, to a result vector. The selection and
order of elements in the result is controlled by a third vector, either as 3rd
input vector or and immediate field of the instruction.</para>
<para>For example the Intel intrisics for
<link xlink:href=";expand=2757,4767,409,2757">Horizontal Add / Subtract</link>
added with SSE3. These instrinsics add (subtract) adjacent element pairs, across pair of
input vectors, placing the sum of the adjacent elements in the result vector.
For example
<link xlink:href=";expand=2757,4767,409,2757,2757">_mm_hadd_ps</link>  
which implments the operation on float:
<programlisting><![CDATA[ result[0] = __A[1] + __A[0];
result[1] = __A[3] + __A[2];
result[2] = __B[1] + __B[0];
result[3] = __B[3] + __B[2];]]></programlisting></para>
<para>Horizontal Add (hadd) provides an incremental vector “sum across”
operation commonly needed in matrix and vector transform math. Horizontal Add
is incremental as you need three hadd instructions to sum across 4 vectors of 4
elements ( 7 for 8 x 8, 15 for 16 x 16, …).</para>
<para>The PowerISA does not have a sum-across operation for float or
double. We can user the vector float add instruction after we rearrange the
inputs so that element pairs line up for the horizontal add. For example we
would need to permute the input vectors {1, 2, 3, 4} and {101, 102, 103, 104}
into vectors {2, 4, 102, 104} and {1, 3, 101, 103} before
the  <literal>vec_add</literal>. This
requires two vector permutes to align the elements into the correct lanes for
the vector add (to implement Horizontal Add).  </para>
<para>The PowerISA provides generalized byte-level vector permute (vperm)
based a vector register pair source as input and a control vector. The control
vector provides 16 indexes (0-31) to select bytes from the concatenated input
vector register pair (VRA, VRB). A more specific set of permutes (pack, unpack,
merge, splat) operations (across element sizes) are encoded as separate
 instruction opcodes or instruction immediate fields.</para>
<para>Unfortunately only the general <literal>vec_perm</literal>
can provide the realignment
we need the _mm_hadd_ps operation or any of the int, short variants of hadd.
For example:
<programlisting><![CDATA[extern __inline __m128 __attribute__((__gnu_inline__, __always_inline__, __artificial__))
_mm_hadd_ps (__m128 __X, __m128 __Y)
__vector unsigned char xform2 = {
0x00, 0x01, 0x02, 0x03, 0x08, 0x09, 0x0A, 0x0B,
0x10, 0x11, 0x12, 0x13, 0x18, 0x19, 0x1A, 0x1B
__vector unsigned char xform1 = {
0x04, 0x05, 0x06, 0x07, 0x0C, 0x0D, 0x0E, 0x0F,
0x14, 0x15, 0x16, 0x17, 0x1C, 0x1D, 0x1E, 0x1F
return (__m128) vec_add (vec_perm ((__v4sf) __X, (__v4sf) __Y, xform1),
vec_perm ((__v4sf) __X, (__v4sf) __Y, xform2));
<para>This requires two permute control vectors; one to select the even
word elements across <literal>__X</literal> and <literal>__Y</literal>,
and another to select the odd word elements
across <literal>__X</literal> and <literal>__Y</literal>.
The result of these permutes (<literal>vec_perm</literal>) are inputs to the
<literal>vec_add</literal> and completes the add operation. </para>
<para>Fortunately the permute required for the double (64-bit) case (IE
_mm_hadd_pd) reduces to the equivalent of <literal>vec_mergeh</literal> /
<literal>vec_mergel</literal>  doubleword
(which are variants of  VSX Permute Doubleword Immediate). So the
implementation of _mm_hadd_pd can be simplified to this:
<programlisting><![CDATA[extern __inline __m128d __attribute__((__gnu_inline__, __always_inline__, __artificial__))
_mm_hadd_pd (__m128d __X, __m128d __Y)
return (__m128d) vec_add (vec_mergeh ((__v2df) __X, (__v2df)__Y),
vec_mergel ((__v2df) __X, (__v2df)__Y));
<para>This eliminates the load of the control vectors required by the
previous example.</para>