Armv8-A Supplimentary GEMMSUP Sizes for RD

This commit is contained in:
RuQing Xu
2021-06-09 15:46:36 +09:00
parent c792d506ba
commit 4e7e225057
4 changed files with 1199 additions and 0 deletions

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/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2014, The University of Texas at Austin
Copyright (C) 2021, The University of Tokyo
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(s) of the copyright holder(s) 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.
*/
// Supplimentary fixed-size gemmsup.
#include "blis.h"
#include "assert.h"
// Label locality & misc.
#include "../../armv8a_asm_utils.h"
#define DGEMM_3X1X2_NKER_SUBLOOP(C0,C1,C2,A0,A1,A2,B) \
" fmla v"#C0".2d, v"#A0".2d, v"#B".2d \n\t" \
" fmla v"#C1".2d, v"#A1".2d, v"#B".2d \n\t" \
" fmla v"#C2".2d, v"#A2".2d, v"#B".2d \n\t"
#define DGEMM_3X4X2_K_MKER_LOOP_PLAIN(C00,C01,C02,C03,C10,C11,C12,C13,C20,C21,C22,C23,A0,A1,A2,B0,B1,B2,B3) \
DGEMM_3X1X2_NKER_SUBLOOP(C00,C10,C20,A0,A1,A2,B0) \
DGEMM_3X1X2_NKER_SUBLOOP(C01,C11,C21,A0,A1,A2,B1) \
DGEMM_3X1X2_NKER_SUBLOOP(C02,C12,C22,A0,A1,A2,B2) \
DGEMM_3X1X2_NKER_SUBLOOP(C03,C13,C23,A0,A1,A2,B3)
// For row-storage of C.
#define DLOADC_2V_R_FWD(C0,C1,CADDR,CSHIFT,RSC) \
DLOAD2V(C0,C1,CADDR,CSHIFT) \
" add "#CADDR", "#CADDR", "#RSC" \n\t"
#define DSTOREC_2V_R_FWD(C0,C1,CADDR,CSHIFT,RSC) \
DSTORE2V(C0,C1,CADDR,CSHIFT) \
" add "#CADDR", "#CADDR", "#RSC" \n\t"
// For column-storage of C.
#define DLOADC_1V_1ELM_C_FWD(C0,CSCALAR,CIDX,CADDR,CSHIFT,CSC) \
DLOAD1V(C0,CADDR,CSHIFT) \
" add "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" ld1 {v"#CSCALAR".d}["#CIDX"], ["#CADDR"] \n\t" \
" sub "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" add "#CADDR", "#CADDR", "#CSC" \n\t"
#define DSTOREC_1V_1ELM_C_FWD(C0,CSCALAR,CIDX,CADDR,CSHIFT,CSC) \
DSTORE1V(C0,CADDR,CSHIFT) \
" add "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" st1 {v"#CSCALAR".d}["#CIDX"], ["#CADDR"] \n\t" \
" sub "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" add "#CADDR", "#CADDR", "#CSC" \n\t"
#define DSCALE6V(V0,V1,V2,V3,V4,V5,A,IDX) \
DSCALE4V(V0,V1,V2,V3,A,IDX) \
DSCALE2V(V4,V5,A,IDX)
#define DSCALEA6V(D0,D1,D2,D3,D4,D5,S0,S1,S2,S3,S4,S5,A,IDX) \
DSCALEA4V(D0,D1,D2,D3,S0,S1,S2,S3,A,IDX) \
DSCALEA2V(D4,D5,S4,S5,A,IDX)
void bli_dgemmsup_rd_armv8a_asm_3x4
(
conj_t conja,
conj_t conjb,
dim_t m0,
dim_t n0,
dim_t k0,
double* restrict alpha,
double* restrict a, inc_t rs_a0, inc_t cs_a0,
double* restrict b, inc_t rs_b0, inc_t cs_b0,
double* restrict beta,
double* restrict c, inc_t rs_c0, inc_t cs_c0,
auxinfo_t* restrict data,
cntx_t* restrict cntx
)
{
assert( m0 == 3 );
assert( n0 == 4 );
// Typecast local copies of integers in case dim_t and inc_t are a
// different size than is expected by load instructions.
uint64_t k_mker = k0 / 4;
uint64_t k_left = k0 % 4;
uint64_t rs_a = rs_a0;
uint64_t cs_b = cs_b0;
uint64_t rs_c = rs_c0;
uint64_t cs_c = cs_c0;
assert( cs_a0 == 1 );
assert( rs_b0 == 1 );
__asm__ volatile
(
" ldr x0, %[a] \n\t"
" ldr x1, %[b] \n\t"
" ldr x2, %[rs_a] \n\t" // Row-skip of A.
" ldr x3, %[cs_b] \n\t" // Column-skip of B.
" \n\t"
" ldr x5, %[c] \n\t"
" ldr x6, %[rs_c] \n\t" // Row-skip of C.
" ldr x7, %[cs_c] \n\t" // Column-skip of C.
" \n\t"
" \n\t" // Multiply some address skips by sizeof(double).
" lsl x2, x2, #3 \n\t" // rs_a
" lsl x3, x3, #3 \n\t" // cs_b
" lsl x6, x6, #3 \n\t" // rs_c
" lsl x7, x7, #3 \n\t" // cs_c
" \n\t"
" ldr x4, %[k_mker] \n\t"
" ldr x8, %[k_left] \n\t"
" \n\t"
// Storage scheme:
// V[ 0:11] <- C
// V[12:14] <- A
// V[16:19] <- B
// Under this scheme, the following is defined:
#define DGEMM_3X4X2_K_MKER_LOOP_PLAIN_LOC(A0,A1,A2,B0,B1,B2,B3) \
DGEMM_3X4X2_K_MKER_LOOP_PLAIN(0,1,2,3,4,5,6,7,8,9,10,11,A0,A1,A2,B0,B1,B2,B3)
// Load from memory.
LABEL(LOAD_ABC)
" \n\t" // No-microkernel early return is a must
" cmp x4, #0 \n\t" // to avoid out-of-boundary read.
BEQ(CLEAR_CCOLS)
" \n\t"
" mov x11, x1 \n\t" // Load B.
" ldr q16, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q17, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q18, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q19, [x11] \n\t"
" add x1, x1, #16 \n\t"
" \n\t"
" mov x14, x0 \n\t" // Load A.
" ldr q12, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q13, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q14, [x14] \n\t"
" add x0, x0, #16 \n\t"
LABEL(CLEAR_CCOLS)
CLEAR8V(0,1,2,3,4,5,6,7)
CLEAR4V(8,9,10,11)
// No-microkernel early return, once again.
BEQ(K_LEFT_LOOP)
//
// Microkernel is defined here as:
#define DGEMM_3X4X2_K_MKER_LOOP_PLAIN_LOC_FWD(A0,A1,A2,B0,B1,B2,B3) \
DGEMM_3X4X2_K_MKER_LOOP_PLAIN_LOC(A0,A1,A2,B0,B1,B2,B3) \
"mov x11, x1 \n\t" \
"ldr q"#B0", [x11] \n\t" \
"add x11, x11, x3 \n\t" \
"ldr q"#B1", [x11] \n\t" \
"add x11, x11, x3 \n\t" \
"ldr q"#B2", [x11] \n\t" \
"add x11, x11, x3 \n\t" \
"ldr q"#B3", [x11] \n\t" \
"add x1, x1, #16 \n\t" \
"mov x14, x0 \n\t" \
"ldr q"#A0", [x14] \n\t" \
"add x14, x14, x2 \n\t" \
"ldr q"#A1", [x14] \n\t" \
"add x14, x14, x2 \n\t" \
"ldr q"#A2", [x14] \n\t" \
"add x0, x0, #16 \n\t"
// Start microkernel loop.
LABEL(K_MKER_LOOP)
DGEMM_3X4X2_K_MKER_LOOP_PLAIN_LOC_FWD(12,13,14,16,17,18,19)
" \n\t" // Decrease counter before final replica.
" subs x4, x4, #1 \n\t" // Branch early to avoid reading excess mem.
BEQ(FIN_MKER_LOOP)
DGEMM_3X4X2_K_MKER_LOOP_PLAIN_LOC_FWD(12,13,14,16,17,18,19)
BRANCH(K_MKER_LOOP)
//
// Final microkernel loop.
LABEL(FIN_MKER_LOOP)
DGEMM_3X4X2_K_MKER_LOOP_PLAIN_LOC(12,13,14,16,17,18,19)
//
// If major kernel is executed,
// an additional depth-summation is required.
" faddp v0.2d, v0.2d, v1.2d \n\t" // Line 0.
" faddp v1.2d, v2.2d, v3.2d \n\t"
" faddp v2.2d, v4.2d, v5.2d \n\t" // Line 1.
" faddp v3.2d, v6.2d, v7.2d \n\t"
" faddp v4.2d, v8.2d, v9.2d \n\t" // Line 2.
" faddp v5.2d, v10.2d, v11.2d \n\t"
" \n\t"
// Loops left behind microkernels.
LABEL(K_LEFT_LOOP)
" cmp x8, #0 \n\t" // End of exec.
BEQ(WRITE_MEM_PREP)
" mov x11, x1 \n\t" // Load B row.
" ld1 {v28.d}[0], [x11], x3 \n\t"
" ld1 {v28.d}[1], [x11], x3 \n\t"
" ld1 {v29.d}[0], [x11], x3 \n\t"
" ld1 {v29.d}[1], [x11], x3 \n\t"
" add x1, x1, #8 \n\t"
" mov x14, x0 \n\t" // Load A column.
" ld1 {v24.d}[0], [x14], x2 \n\t"
" ld1 {v24.d}[1], [x14], x2 \n\t"
" ld1 {v25.d}[0], [x14], x2 \n\t"
" add x0, x0, #8 \n\t"
" fmla v0.2d, v28.2d, v24.d[0] \n\t"
" fmla v1.2d, v29.2d, v24.d[0] \n\t"
" fmla v2.2d, v28.2d, v24.d[1] \n\t"
" fmla v3.2d, v29.2d, v24.d[1] \n\t"
" fmla v4.2d, v28.2d, v25.d[0] \n\t"
" fmla v5.2d, v29.2d, v25.d[0] \n\t"
" sub x8, x8, #1 \n\t"
BRANCH(K_LEFT_LOOP)
//
// Scale and write to memory.
LABEL(WRITE_MEM_PREP)
" ldr x4, %[alpha] \n\t" // Load alpha & beta (address).
" ldr x8, %[beta] \n\t"
" ld1r {v30.2d}, [x4] \n\t" // Load alpha & beta (value).
" ld1r {v31.2d}, [x8] \n\t"
" \n\t"
" mov x9, x5 \n\t" // C address for loading.
" \n\t" // C address for storing is x5 itself.
" cmp x7, #8 \n\t" // Check for column-storage.
BNE(WRITE_MEM_C)
//
// C storage in rows.
LABEL(WRITE_MEM_R)
DLOADC_2V_R_FWD(12,13,x9,0,x6)
DLOADC_2V_R_FWD(14,15,x9,0,x6)
DLOADC_2V_R_FWD(16,17,x9,0,x6)
DSCALE6V(12,13,14,15,16,17,31,0)
DSCALEA6V(12,13,14,15,16,17,0,1,2,3,4,5,30,0)
DSTOREC_2V_R_FWD(12,13,x5,0,x6)
DSTOREC_2V_R_FWD(14,15,x5,0,x6)
DSTOREC_2V_R_FWD(16,17,x5,0,x6)
BRANCH(END_WRITE_MEM)
//
// C storage in columns.
LABEL(WRITE_MEM_C)
" trn1 v6.2d, v0.2d, v2.2d \n\t"
" trn2 v7.2d, v0.2d, v2.2d \n\t"
" trn1 v8.2d, v1.2d, v3.2d \n\t"
" trn2 v9.2d, v1.2d, v3.2d \n\t"
DLOADC_1V_1ELM_C_FWD(12,20,0,x9,0,x7)
DLOADC_1V_1ELM_C_FWD(13,20,1,x9,0,x7)
DLOADC_1V_1ELM_C_FWD(14,21,0,x9,0,x7)
DLOADC_1V_1ELM_C_FWD(15,21,1,x9,0,x7)
DSCALE6V(12,13,14,15,20,21,31,0)
DSCALEA6V(12,13,14,15,20,21,6,7,8,9,4,5,30,0)
DSTOREC_1V_1ELM_C_FWD(12,20,0,x5,0,x7)
DSTOREC_1V_1ELM_C_FWD(13,20,1,x5,0,x7)
DSTOREC_1V_1ELM_C_FWD(14,21,0,x5,0,x7)
DSTOREC_1V_1ELM_C_FWD(15,21,1,x5,0,x7)
//
// End of this microkernel.
LABEL(END_WRITE_MEM)
//
// End of execution.
LABEL(END_EXEC)
:
: [a] "m" (a),
[b] "m" (b),
[c] "m" (c),
[rs_a] "m" (rs_a),
[cs_b] "m" (cs_b),
[rs_c] "m" (rs_c),
[cs_c] "m" (cs_c),
[k_mker] "m" (k_mker),
[k_left] "m" (k_left),
[alpha] "m" (alpha),
[beta] "m" (beta)
: "x0", "x1", "x2", "x3", "x4", "x5", "x6", "x7",
"x8", "x9", "x10","x11","x12","x13","x14",
"v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7",
"v8", "v9", "v10","v11","v12","v13","v14","v15",
"v16","v17","v18","v19","v20","v21","v22","v23",
"v24","v25","v26","v27","v28","v29","v30","v31"
);
}

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/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2014, The University of Texas at Austin
Copyright (C) 2021, The University of Tokyo
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(s) of the copyright holder(s) 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.
*/
// Supplimentary fixed-size gemmsup.
#include "blis.h"
#include "assert.h"
// Label locality & misc.
#include "../../armv8a_asm_utils.h"
#define DGEMM_1X3X2_NKER_SUBLOOP(C0,C1,C2,A,B0,B1,B2) \
" fmla v"#C0".2d, v"#A".2d, v"#B0".2d \n\t" \
" fmla v"#C1".2d, v"#A".2d, v"#B1".2d \n\t" \
" fmla v"#C2".2d, v"#A".2d, v"#B2".2d \n\t"
#define DGEMM_6X3X2_K_MKER_LOOP_PLAIN(C00,C01,C02,C10,C11,C12,C20,C21,C22,C30,C31,C32,C40,C41,C42,C50,C51,C52,A0,A1,A2,A3,A4,A5,B0,B1,B2,AADDR,AELEMADDR,AELEMST,LOAD0,LOAD1) \
DGEMM_1X3X2_NKER_SUBLOOP(C00,C01,C02,A0,B0,B1,B2) \
DGEMM_LOAD1V_K_ ##LOAD0 (A0,AELEMADDR,AELEMST) \
DGEMM_1X3X2_NKER_SUBLOOP(C10,C11,C12,A1,B0,B1,B2) \
DGEMM_LOAD1V_K_ ##LOAD0 (A1,AELEMADDR,AELEMST) \
DGEMM_1X3X2_NKER_SUBLOOP(C20,C21,C22,A2,B0,B1,B2) \
DGEMM_LOAD1V_K_ ##LOAD0 (A2,AELEMADDR,AELEMST) \
DGEMM_1X3X2_NKER_SUBLOOP(C30,C31,C32,A3,B0,B1,B2) \
DGEMM_LOAD1V_K_ ##LOAD0 (A3,AELEMADDR,AELEMST) \
DGEMM_FWDA_K_ ##LOAD0 (AADDR) \
" mov "#AELEMADDR", "#AADDR" \n\t" \
DGEMM_1X3X2_NKER_SUBLOOP(C40,C41,C42,A4,B0,B1,B2) \
DGEMM_LOAD1V_K_ ##LOAD1 (A4,AELEMADDR,AELEMST) \
DGEMM_1X3X2_NKER_SUBLOOP(C50,C51,C52,A5,B0,B1,B2) \
DGEMM_LOAD1V_K_ ##LOAD1 (A5,AELEMADDR,AELEMST)
#define DGEMM_LOAD1V_K_noload(V,ELEMADDR,ELEMST)
#define DGEMM_LOAD1V_K_load(V,ELEMADDR,ELEMST) \
" ldr q"#V", [ "#ELEMADDR" ] \n\t" \
" add "#ELEMADDR", "#ELEMADDR", "#ELEMST" \n\t"
#define DGEMM_FWDA_K_noload(ADDR)
#define DGEMM_FWDA_K_load(ADDR) \
" add "#ADDR", "#ADDR", #16 \n\t"
// For row-storage of C.
#define DLOADC_1V_1ELM_R_FWD(C0,CSCALAR,CIDX,CADDR,CSHIFT,RSC) \
DLOAD1V(C0,CADDR,CSHIFT) \
" add "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" ld1 {v"#CSCALAR".d}["#CIDX"], ["#CADDR"] \n\t" \
" sub "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" add "#CADDR", "#CADDR", "#RSC" \n\t"
#define DSTOREC_1V_1ELM_R_FWD(C0,CSCALAR,CIDX,CADDR,CSHIFT,RSC) \
DSTORE1V(C0,CADDR,CSHIFT) \
" add "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" st1 {v"#CSCALAR".d}["#CIDX"], ["#CADDR"] \n\t" \
" sub "#CADDR", "#CADDR", #"#CSHIFT"+16 \n\t" \
" add "#CADDR", "#CADDR", "#RSC" \n\t"
// For column-storage of C.
#define DLOADC_3V_C_FWD(C0,C1,C2,CADDR,CSHIFT,CSC) \
DLOAD2V(C0,C1,CADDR,CSHIFT) \
DLOAD1V(C2,CADDR,CSHIFT+32) \
" add "#CADDR", "#CADDR", "#CSC" \n\t"
#define DSTOREC_3V_C_FWD(C0,C1,C2,CADDR,CSHIFT,CSC) \
DSTORE2V(C0,C1,CADDR,CSHIFT) \
DSTORE1V(C2,CADDR,CSHIFT+32) \
" add "#CADDR", "#CADDR", "#CSC" \n\t"
#define DSCALE9V(V0,V1,V2,V3,V4,V5,V6,V7,V8,A,IDX) \
DSCALE4V(V0,V1,V2,V3,A,IDX) \
DSCALE4V(V4,V5,V6,V7,A,IDX) \
DSCALE1V(V8,A,IDX)
#define DSCALEA9V(D0,D1,D2,D3,D4,D5,D6,D7,D8,S0,S1,S2,S3,S4,S5,S6,S7,S8,A,IDX) \
DSCALEA4V(D0,D1,D2,D3,S0,S1,S2,S3,A,IDX) \
DSCALEA4V(D4,D5,D6,D7,S4,S5,S6,S7,A,IDX) \
DSCALEA1V(D8,S8,A,IDX)
void bli_dgemmsup_rd_armv8a_asm_6x3
(
conj_t conja,
conj_t conjb,
dim_t m0,
dim_t n0,
dim_t k0,
double* restrict alpha,
double* restrict a, inc_t rs_a0, inc_t cs_a0,
double* restrict b, inc_t rs_b0, inc_t cs_b0,
double* restrict beta,
double* restrict c, inc_t rs_c0, inc_t cs_c0,
auxinfo_t* restrict data,
cntx_t* restrict cntx
)
{
assert( m0 == 6 );
assert( n0 == 3 );
// Typecast local copies of integers in case dim_t and inc_t are a
// different size than is expected by load instructions.
uint64_t k_mker = k0 / 8;
uint64_t k_left = k0 % 8;
uint64_t rs_a = rs_a0;
uint64_t cs_b = cs_b0;
uint64_t rs_c = rs_c0;
uint64_t cs_c = cs_c0;
assert( cs_a0 == 1 );
assert( rs_b0 == 1 );
__asm__ volatile
(
" ldr x0, %[a] \n\t"
" ldr x1, %[b] \n\t"
" ldr x2, %[rs_a] \n\t" // Row-skip of A.
" ldr x3, %[cs_b] \n\t" // Column-skip of B.
" \n\t"
" ldr x5, %[c] \n\t"
" ldr x6, %[rs_c] \n\t" // Row-skip of C.
" ldr x7, %[cs_c] \n\t" // Column-skip of C.
" \n\t"
" \n\t" // Multiply some address skips by sizeof(double).
" lsl x2, x2, #3 \n\t" // rs_a
" lsl x3, x3, #3 \n\t" // cs_b
" lsl x6, x6, #3 \n\t" // rs_c
" lsl x7, x7, #3 \n\t" // cs_c
" \n\t"
" ldr x4, %[k_mker] \n\t"
" ldr x8, %[k_left] \n\t"
" \n\t"
// Storage scheme:
// V[ 0:17] <- C
// V[18:23] <- B
// V[24:31] <- A
// Under this scheme, the following is defined:
#define DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC(A0,A1,A2,A3,A4,A5,B0,B1,B2,AADDR,AELEMADDR,AELEMST,LOAD0,LOAD1) \
DGEMM_6X3X2_K_MKER_LOOP_PLAIN(0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,A0,A1,A2,A3,A4,A5,B0,B1,B2,AADDR,AELEMADDR,AELEMST,LOAD0,LOAD1)
// Load from memory.
LABEL(LOAD_ABC)
" \n\t" // No-microkernel early return is a must
" cmp x4, #0 \n\t" // to avoid out-of-boundary read.
BEQ(CLEAR_CCOLS)
" \n\t"
" mov x14, x0 \n\t" // Load A.
" ldr q24, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q25, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q26, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q27, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q28, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q29, [x14] \n\t"
" add x0, x0, #16 \n\t"
" mov x14, x0 \n\t"
" ldr q30, [x14] \n\t"
" add x14, x14, x2 \n\t"
" ldr q31, [x14] \n\t"
" add x14, x14, x2 \n\t"
" \n\t"
" mov x11, x1 \n\t" // Load B.
" ldr q18, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q19, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q20, [x11] \n\t"
" add x1, x1, #16 \n\t"
" mov x11, x1 \n\t"
" ldr q21, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q22, [x11] \n\t"
" add x11, x11, x3 \n\t"
" ldr q23, [x11] \n\t"
" add x1, x1, #16 \n\t"
LABEL(CLEAR_CCOLS)
CLEAR8V(0,1,2,3,4,5,6,7)
CLEAR8V(8,9,10,11,12,13,14,15)
CLEAR2V(16,17)
// No-microkernel early return, once again.
BEQ(K_LEFT_LOOP)
//
// Microkernel is defined here as:
#define DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC_FWD(A0,A1,A2,A3,A4,A5,B0,B1,B2) \
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC(A0,A1,A2,A3,A4,A5,B0,B1,B2,x0,x14,x2,load,load) \
"mov x11, x1 \n\t" \
"ldr q"#B0", [x11] \n\t" \
"add x11, x11, x3 \n\t" \
"ldr q"#B1", [x11] \n\t" \
"add x11, x11, x3 \n\t" \
"ldr q"#B2", [x11] \n\t" \
"add x1, x1, #16 \n\t" \
// Start microkernel loop.
LABEL(K_MKER_LOOP)
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC_FWD(24,25,26,27,28,29,18,19,20)
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC_FWD(30,31,24,25,26,27,21,22,23)
" \n\t" // Decrease counter before final replica.
" subs x4, x4, #1 \n\t" // Branch early to avoid reading excess mem.
BEQ(FIN_MKER_LOOP)
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC_FWD(28,29,30,31,24,25,18,19,20)
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC_FWD(26,27,28,29,30,31,21,22,23)
BRANCH(K_MKER_LOOP)
//
// Final microkernel loop.
LABEL(FIN_MKER_LOOP)
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC(28,29,30,31,24,25,18,19,20,x0,x14,x2,load,noload)
DGEMM_6X3X2_K_MKER_LOOP_PLAIN_LOC(26,27,28,29,30,31,21,22,23,xzr,xzr,xzr,noload,noload)
//
// If major kernel is executed,
// an additional depth-summation is required.
" faddp v0.2d, v0.2d, v3.2d \n\t" // Column 0 Prt 0.
" faddp v1.2d, v1.2d, v4.2d \n\t" // Column 1 Prt 0.
" faddp v2.2d, v2.2d, v5.2d \n\t" // Column 2 Prt 0.
" faddp v3.2d, v6.2d, v9.2d \n\t" // Column 0 Prt 1.
" faddp v4.2d, v7.2d, v10.2d \n\t" // Column 1 Prt 1.
" faddp v5.2d, v8.2d, v11.2d \n\t" // Column 2 Prt 1.
" faddp v6.2d, v12.2d, v15.2d \n\t" // Column 0 Prt 2.
" faddp v7.2d, v13.2d, v16.2d \n\t" // Column 1 Prt 2.
" faddp v8.2d, v14.2d, v17.2d \n\t" // Column 2 Prt 2.
" \n\t"
// Loops left behind microkernels.
LABEL(K_LEFT_LOOP)
" cmp x8, #0 \n\t" // End of exec.
BEQ(WRITE_MEM_PREP)
" mov x14, x0 \n\t" // Load A column.
" ld1 {v24.d}[0], [x14], x2 \n\t"
" ld1 {v24.d}[1], [x14], x2 \n\t"
" ld1 {v25.d}[0], [x14], x2 \n\t"
" ld1 {v25.d}[1], [x14], x2 \n\t"
" ld1 {v26.d}[0], [x14], x2 \n\t"
" ld1 {v26.d}[1], [x14], x2 \n\t"
" add x0, x0, #8 \n\t"
" mov x11, x1 \n\t" // Load B row.
" ld1 {v28.d}[0], [x11], x3 \n\t"
" ld1 {v28.d}[1], [x11], x3 \n\t"
" ld1 {v29.d}[0], [x11], x3 \n\t"
" add x1, x1, #8 \n\t"
" fmla v0.2d, v24.2d, v28.d[0] \n\t"
" fmla v3.2d, v25.2d, v28.d[0] \n\t"
" fmla v6.2d, v26.2d, v28.d[0] \n\t"
" fmla v1.2d, v24.2d, v28.d[1] \n\t"
" fmla v4.2d, v25.2d, v28.d[1] \n\t"
" fmla v7.2d, v26.2d, v28.d[1] \n\t"
" fmla v2.2d, v24.2d, v29.d[0] \n\t"
" fmla v5.2d, v25.2d, v29.d[0] \n\t"
" fmla v8.2d, v26.2d, v29.d[0] \n\t"
" sub x8, x8, #1 \n\t"
BRANCH(K_LEFT_LOOP)
//
// Scale and write to memory.
LABEL(WRITE_MEM_PREP)
" ldr x4, %[alpha] \n\t" // Load alpha & beta (address).
" ldr x8, %[beta] \n\t"
" ld1r {v30.2d}, [x4] \n\t" // Load alpha & beta (value).
" ld1r {v31.2d}, [x8] \n\t"
" \n\t"
" mov x9, x5 \n\t" // C address for loading.
" \n\t" // C address for storing is x5 itself.
" cmp x7, #8 \n\t" // Check for column-storage.
BNE(WRITE_MEM_C)
//
// C storage in rows.
LABEL(WRITE_MEM_R)
" trn1 v20.2d, v0.2d, v1.2d \n\t"
" trn2 v21.2d, v0.2d, v1.2d \n\t"
" trn1 v22.2d, v3.2d, v4.2d \n\t"
" trn2 v23.2d, v3.2d, v4.2d \n\t"
" trn1 v24.2d, v6.2d, v7.2d \n\t"
" trn2 v25.2d, v6.2d, v7.2d \n\t"
DLOADC_1V_1ELM_R_FWD(10,26,0,x9,0,x6)
DLOADC_1V_1ELM_R_FWD(11,26,1,x9,0,x6)
DLOADC_1V_1ELM_R_FWD(12,27,0,x9,0,x6)
DLOADC_1V_1ELM_R_FWD(13,27,1,x9,0,x6)
DLOADC_1V_1ELM_R_FWD(14,28,0,x9,0,x6)
DLOADC_1V_1ELM_R_FWD(15,28,1,x9,0,x6)
DSCALE9V(10,11,12,13,14,15,26,27,28,31,0)
DSCALEA9V(10,11,12,13,14,15,26,27,28,20,21,22,23,24,25,2,5,8,30,0)
DSTOREC_1V_1ELM_R_FWD(10,26,0,x5,0,x6)
DSTOREC_1V_1ELM_R_FWD(11,26,1,x5,0,x6)
DSTOREC_1V_1ELM_R_FWD(12,27,0,x5,0,x6)
DSTOREC_1V_1ELM_R_FWD(13,27,1,x5,0,x6)
DSTOREC_1V_1ELM_R_FWD(14,28,0,x5,0,x6)
DSTOREC_1V_1ELM_R_FWD(15,28,1,x5,0,x6)
BRANCH(END_WRITE_MEM)
//
// C storage in columns.
LABEL(WRITE_MEM_C)
DLOADC_3V_C_FWD(12,15,18,x9,0,x7)
DLOADC_3V_C_FWD(13,16,19,x9,0,x7)
DLOADC_3V_C_FWD(14,17,20,x9,0,x7)
DSCALE9V(12,13,14,15,16,17,18,19,20,31,0)
DSCALEA9V(12,13,14,15,16,17,18,19,20,0,1,2,3,4,5,6,7,8,30,0)
DSTOREC_3V_C_FWD(12,15,18,x5,0,x7)
DSTOREC_3V_C_FWD(13,16,19,x5,0,x7)
DSTOREC_3V_C_FWD(14,17,20,x5,0,x7)
//
// End of this microkernel.
LABEL(END_WRITE_MEM)
//
// End of execution.
LABEL(END_EXEC)
:
: [a] "m" (a),
[b] "m" (b),
[c] "m" (c),
[rs_a] "m" (rs_a),
[cs_b] "m" (cs_b),
[rs_c] "m" (rs_c),
[cs_c] "m" (cs_c),
[k_mker] "m" (k_mker),
[k_left] "m" (k_left),
[alpha] "m" (alpha),
[beta] "m" (beta)
: "x0", "x1", "x2", "x3", "x4", "x5", "x6", "x7",
"x8", "x9", "x10","x11","x12","x13","x14",
"v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7",
"v8", "v9", "v10","v11","v12","v13","v14","v15",
"v16","v17","v18","v19","v20","v21","v22","v23",
"v24","v25","v26","v27","v28","v29","v30","v31"
);
}

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@@ -0,0 +1,282 @@
/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2014, The University of Texas at Austin
Copyright (C) 2021, The University of Tokyo
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(s) of the copyright holder(s) 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.
*/
// Supplimentary dynamic-size gemmsup.
#include "blis.h"
#include "assert.h"
#include <arm_neon.h>
#if defined(__clang__)
#define PRAGMA_NOUNROLL _Pragma("nounroll")
#define PRAGMA_UNROLL _Pragma("unroll")
#elif defined(__GNUC__)
#define PRAGMA_NOUNROLL _Pragma("GCC unroll 1")
#define PRAGMA_UNROLL _Pragma("GCC unroll 2")
#else
#define PRAGMA_NOUNROLL
#define PRAGMA_UNROLL
#endif
/*
* As these kernels requires num. of vregs about half of the total 32,
* it should be all right to implement w/ intrinsics.
*
* c.f. https://www.youtube.com/watch?v=R2hQOVjRwVE .
*/
void bli_dgemmsup_rd_armv8a_int_2x8
(
conj_t conja,
conj_t conjb,
dim_t m0,
dim_t n0,
dim_t k0,
double* restrict alpha,
double* restrict a, inc_t rs_a, inc_t cs_a,
double* restrict b, inc_t rs_b, inc_t cs_b,
double* restrict beta,
double* restrict c, inc_t rs_c, inc_t cs_c,
auxinfo_t* restrict data,
cntx_t* restrict cntx
)
{
assert( m0 <= 2 );
assert( n0 <= 8 );
double *a_loc = a;
double *b_loc = b;
double *c_loc = c;
uint64_t k_mker = k0 / 2;
uint64_t k_left = k0 % 2;
assert( cs_a == 1 );
assert( rs_b == 1 );
// Registers used to store a 2x8x2 block of C (summing the last dimension).
// Total: 22 specified.
float64x2_t vc_00, vc_01, vc_02, vc_03, vc_04, vc_05, vc_06, vc_07;
float64x2_t vc_10, vc_11, vc_12, vc_13, vc_14, vc_15, vc_16, vc_17;
float64x2_t va_0, va_1;
float64x2_t vb_0, vb_1, vb_2, vb_3;
vc_00 = (float64x2_t)vdupq_n_f64( 0 );
vc_01 = (float64x2_t)vdupq_n_f64( 0 );
vc_02 = (float64x2_t)vdupq_n_f64( 0 );
vc_03 = (float64x2_t)vdupq_n_f64( 0 );
vc_04 = (float64x2_t)vdupq_n_f64( 0 );
vc_05 = (float64x2_t)vdupq_n_f64( 0 );
vc_06 = (float64x2_t)vdupq_n_f64( 0 );
vc_07 = (float64x2_t)vdupq_n_f64( 0 );
vc_10 = (float64x2_t)vdupq_n_f64( 0 );
vc_11 = (float64x2_t)vdupq_n_f64( 0 );
vc_12 = (float64x2_t)vdupq_n_f64( 0 );
vc_13 = (float64x2_t)vdupq_n_f64( 0 );
vc_14 = (float64x2_t)vdupq_n_f64( 0 );
vc_15 = (float64x2_t)vdupq_n_f64( 0 );
vc_16 = (float64x2_t)vdupq_n_f64( 0 );
vc_17 = (float64x2_t)vdupq_n_f64( 0 );
PRAGMA_UNROLL
for ( ; k_mker > 0; --k_mker )
{
// if ( m0 > 0 )
va_0 = vld1q_f64( a_loc + rs_a * 0 );
if ( m0 > 1 ) va_1 = vld1q_f64( a_loc + rs_a * 1 );
// if ( n0 > 0 )
vb_0 = vld1q_f64( b_loc + cs_b * 0 );
if ( n0 > 1 ) vb_1 = vld1q_f64( b_loc + cs_b * 1 );
if ( n0 > 2 ) vb_2 = vld1q_f64( b_loc + cs_b * 2 );
if ( n0 > 3 ) vb_3 = vld1q_f64( b_loc + cs_b * 3 );
vc_00 = vfmaq_f64( vc_00, va_0, vb_0 );
vc_01 = vfmaq_f64( vc_01, va_0, vb_1 );
vc_02 = vfmaq_f64( vc_02, va_0, vb_2 );
vc_03 = vfmaq_f64( vc_03, va_0, vb_3 );
if ( m0 > 1 )
{
vc_10 = vfmaq_f64( vc_10, va_1, vb_0 );
vc_11 = vfmaq_f64( vc_11, va_1, vb_1 );
vc_12 = vfmaq_f64( vc_12, va_1, vb_2 );
vc_13 = vfmaq_f64( vc_13, va_1, vb_3 );
}
if ( n0 > 4 ) {
vb_0 = vld1q_f64( b_loc + cs_b * 4 );
if ( n0 > 5 ) vb_1 = vld1q_f64( b_loc + cs_b * 5 );
if ( n0 > 6 ) vb_2 = vld1q_f64( b_loc + cs_b * 6 );
if ( n0 > 7 ) vb_3 = vld1q_f64( b_loc + cs_b * 7 );
vc_04 = vfmaq_f64( vc_04, va_0, vb_0 );
vc_05 = vfmaq_f64( vc_05, va_0, vb_1 );
if ( n0 > 6 )
{
vc_06 = vfmaq_f64( vc_06, va_0, vb_2 );
vc_07 = vfmaq_f64( vc_07, va_0, vb_3 );
}
if ( m0 > 1 )
{
vc_14 = vfmaq_f64( vc_14, va_1, vb_0 );
vc_15 = vfmaq_f64( vc_15, va_1, vb_1 );
if ( n0 > 6 )
{
vc_16 = vfmaq_f64( vc_16, va_1, vb_2 );
vc_17 = vfmaq_f64( vc_17, va_1, vb_3 );
}
}
}
a_loc += 2;
b_loc += 2;
}
// Pay no care for O(1) details.
va_0 = (float64x2_t)vdupq_n_f64( 0 );
va_1 = (float64x2_t)vdupq_n_f64( 0 );
vb_0 = (float64x2_t)vdupq_n_f64( 0 );
vb_1 = (float64x2_t)vdupq_n_f64( 0 );
vb_2 = (float64x2_t)vdupq_n_f64( 0 );
vb_3 = (float64x2_t)vdupq_n_f64( 0 );
PRAGMA_NOUNROLL
for ( ; k_left > 0; --k_left )
{
// if ( m0 > 0 )
va_0 = vld1q_lane_f64( a_loc + rs_a * 0, va_0, 0 );
if ( m0 > 1 ) va_1 = vld1q_lane_f64( a_loc + rs_a * 1, va_1, 0 );
// if ( n0 > 0 )
vb_0 = vld1q_lane_f64( b_loc + cs_b * 0, vb_0, 0 );
if ( n0 > 1 ) vb_1 = vld1q_lane_f64( b_loc + cs_b * 1, vb_1, 0 );
if ( n0 > 2 ) vb_2 = vld1q_lane_f64( b_loc + cs_b * 2, vb_2, 0 );
if ( n0 > 3 ) vb_3 = vld1q_lane_f64( b_loc + cs_b * 3, vb_3, 0 );
vc_00 = vfmaq_f64( vc_00, va_0, vb_0 );
vc_01 = vfmaq_f64( vc_01, va_0, vb_1 );
vc_02 = vfmaq_f64( vc_02, va_0, vb_2 );
vc_03 = vfmaq_f64( vc_03, va_0, vb_3 );
vc_10 = vfmaq_f64( vc_10, va_1, vb_0 );
vc_11 = vfmaq_f64( vc_11, va_1, vb_1 );
vc_12 = vfmaq_f64( vc_12, va_1, vb_2 );
vc_13 = vfmaq_f64( vc_13, va_1, vb_3 );
if ( n0 > 4 ) vb_0 = vld1q_lane_f64( b_loc + cs_b * 4, vb_0, 0 );
if ( n0 > 5 ) vb_1 = vld1q_lane_f64( b_loc + cs_b * 5, vb_1, 0 );
if ( n0 > 6 ) vb_2 = vld1q_lane_f64( b_loc + cs_b * 6, vb_2, 0 );
if ( n0 > 7 ) vb_3 = vld1q_lane_f64( b_loc + cs_b * 7, vb_3, 0 );
vc_04 = vfmaq_f64( vc_04, va_0, vb_0 );
vc_05 = vfmaq_f64( vc_05, va_0, vb_1 );
vc_06 = vfmaq_f64( vc_06, va_0, vb_2 );
vc_07 = vfmaq_f64( vc_07, va_0, vb_3 );
vc_14 = vfmaq_f64( vc_14, va_1, vb_0 );
vc_15 = vfmaq_f64( vc_15, va_1, vb_1 );
vc_16 = vfmaq_f64( vc_16, va_1, vb_2 );
vc_17 = vfmaq_f64( vc_17, va_1, vb_3 );
a_loc += 1;
b_loc += 1;
}
if ( cs_c == 1 )
{
// Row-storage.
vc_00 = vpaddq_f64( vc_00, vc_01 );
vc_02 = vpaddq_f64( vc_02, vc_03 );
vc_04 = vpaddq_f64( vc_04, vc_05 );
vc_06 = vpaddq_f64( vc_06, vc_07 );
vc_10 = vpaddq_f64( vc_10, vc_11 );
vc_12 = vpaddq_f64( vc_12, vc_13 );
vc_14 = vpaddq_f64( vc_14, vc_15 );
vc_16 = vpaddq_f64( vc_16, vc_17 );
if ( n0 > 1 ) vst1q_f64 ( c_loc + 0 * rs_c + 0, vc_00 );
else if ( n0 > 0 ) vst1q_lane_f64( c_loc + 0 * rs_c + 0, vc_00, 0 );
if ( n0 > 3 ) vst1q_f64 ( c_loc + 0 * rs_c + 2, vc_02 );
else if ( n0 > 2 ) vst1q_lane_f64( c_loc + 0 * rs_c + 2, vc_02, 0 );
if ( n0 > 5 ) vst1q_f64 ( c_loc + 0 * rs_c + 4, vc_04 );
else if ( n0 > 4 ) vst1q_lane_f64( c_loc + 0 * rs_c + 4, vc_04, 0 );
if ( n0 > 7 ) vst1q_f64 ( c_loc + 0 * rs_c + 6, vc_06 );
else if ( n0 > 6 ) vst1q_lane_f64( c_loc + 0 * rs_c + 6, vc_06, 0 );
if ( m0 > 1 )
{
if ( n0 > 1 ) vst1q_f64 ( c_loc + 1 * rs_c + 0, vc_10 );
else if ( n0 > 0 ) vst1q_lane_f64( c_loc + 1 * rs_c + 0, vc_10, 0 );
if ( n0 > 3 ) vst1q_f64 ( c_loc + 1 * rs_c + 2, vc_12 );
else if ( n0 > 2 ) vst1q_lane_f64( c_loc + 1 * rs_c + 2, vc_12, 0 );
if ( n0 > 5 ) vst1q_f64 ( c_loc + 1 * rs_c + 4, vc_14 );
else if ( n0 > 4 ) vst1q_lane_f64( c_loc + 1 * rs_c + 4, vc_14, 0 );
if ( n0 > 7 ) vst1q_f64 ( c_loc + 1 * rs_c + 6, vc_16 );
else if ( n0 > 6 ) vst1q_lane_f64( c_loc + 1 * rs_c + 6, vc_16, 0 );
}
}
else
{
// Column-storage.
vc_00 = vpaddq_f64( vc_00, vc_10 );
vc_01 = vpaddq_f64( vc_01, vc_11 );
vc_02 = vpaddq_f64( vc_02, vc_12 );
vc_03 = vpaddq_f64( vc_03, vc_13 );
vc_04 = vpaddq_f64( vc_04, vc_14 );
vc_05 = vpaddq_f64( vc_05, vc_15 );
vc_06 = vpaddq_f64( vc_06, vc_16 );
vc_07 = vpaddq_f64( vc_07, vc_17 );
if ( m0 > 1 )
{
// if ( n0 > 0 )
vst1q_f64( c_loc + 0 + 0 * cs_c, vc_00 );
if ( n0 > 1 ) vst1q_f64( c_loc + 0 + 1 * cs_c, vc_01 );
if ( n0 > 2 ) vst1q_f64( c_loc + 0 + 2 * cs_c, vc_02 );
if ( n0 > 3 ) vst1q_f64( c_loc + 0 + 3 * cs_c, vc_03 );
if ( n0 > 4 ) vst1q_f64( c_loc + 0 + 4 * cs_c, vc_04 );
if ( n0 > 5 ) vst1q_f64( c_loc + 0 + 5 * cs_c, vc_05 );
if ( n0 > 6 ) vst1q_f64( c_loc + 0 + 6 * cs_c, vc_06 );
if ( n0 > 7 ) vst1q_f64( c_loc + 0 + 7 * cs_c, vc_07 );
}
else
{
// if ( n0 > 0 )
vst1q_lane_f64( c_loc + 0 + 0 * cs_c, vc_00, 0 );
if ( n0 > 1 ) vst1q_lane_f64( c_loc + 0 + 1 * cs_c, vc_01, 0 );
if ( n0 > 2 ) vst1q_lane_f64( c_loc + 0 + 2 * cs_c, vc_02, 0 );
if ( n0 > 3 ) vst1q_lane_f64( c_loc + 0 + 3 * cs_c, vc_03, 0 );
if ( n0 > 4 ) vst1q_lane_f64( c_loc + 0 + 4 * cs_c, vc_04, 0 );
if ( n0 > 5 ) vst1q_lane_f64( c_loc + 0 + 5 * cs_c, vc_05, 0 );
if ( n0 > 6 ) vst1q_lane_f64( c_loc + 0 + 6 * cs_c, vc_06, 0 );
if ( n0 > 7 ) vst1q_lane_f64( c_loc + 0 + 7 * cs_c, vc_07, 0 );
}
}
}

View File

@@ -0,0 +1,259 @@
/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2014, The University of Texas at Austin
Copyright (C) 2021, The University of Tokyo
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(s) of the copyright holder(s) 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.
*/
// Supplimentary dynamic-size gemmsup.
#include "blis.h"
#include "assert.h"
#include <arm_neon.h>
#if defined(__clang__)
#define PRAGMA_NOUNROLL _Pragma("nounroll")
#define PRAGMA_UNROLL _Pragma("unroll")
#elif defined(__GNUC__)
#define PRAGMA_NOUNROLL _Pragma("GCC unroll 1")
#define PRAGMA_UNROLL _Pragma("GCC unroll 2")
#else
#define PRAGMA_NOUNROLL
#define PRAGMA_UNROLL
#endif
/*
* As these kernels requires num. of vregs about half of the total 32,
* it should be all right to implement w/ intrinsics.
*
* c.f. https://www.youtube.com/watch?v=R2hQOVjRwVE .
*/
void bli_dgemmsup_rd_armv8a_int_3x4
(
conj_t conja,
conj_t conjb,
dim_t m0,
dim_t n0,
dim_t k0,
double* restrict alpha,
double* restrict a, inc_t rs_a, inc_t cs_a,
double* restrict b, inc_t rs_b, inc_t cs_b,
double* restrict beta,
double* restrict c, inc_t rs_c, inc_t cs_c,
auxinfo_t* restrict data,
cntx_t* restrict cntx
)
{
// if ( m0 == 3 && n0 == 4 )
// {
// // Use fixed-size version if it is full 3x4.
// bli_dgemmsup_rd_armv8a_asm_3x4
// (
// conja, conjb, m0, n0, k0,
// alpha, a, rs_a, cs_a, b, rs_b, cs_b,
// beta, c, rs_c, cs_c, data, cntx
// );
// return;
// }
assert( m0 <= 3 );
assert( n0 <= 4 );
double *a_loc = a;
double *b_loc = b;
double *c_loc = c;
uint64_t k_mker = k0 / 2;
uint64_t k_left = k0 % 2;
assert( cs_a == 1 );
assert( rs_b == 1 );
// Registers used to store a 3x4x2 block of C (summing the last dimension).
float64x2_t vc_00, vc_01, vc_02, vc_03;
float64x2_t vc_10, vc_11, vc_12, vc_13;
float64x2_t vc_20, vc_21, vc_22, vc_23;
float64x2_t va_0, va_1, va_2;
float64x2_t vb_0, vb_1, vb_2, vb_3;
vc_00 = (float64x2_t)vdupq_n_f64( 0 );
vc_01 = (float64x2_t)vdupq_n_f64( 0 );
vc_02 = (float64x2_t)vdupq_n_f64( 0 );
vc_03 = (float64x2_t)vdupq_n_f64( 0 );
vc_10 = (float64x2_t)vdupq_n_f64( 0 );
vc_11 = (float64x2_t)vdupq_n_f64( 0 );
vc_12 = (float64x2_t)vdupq_n_f64( 0 );
vc_13 = (float64x2_t)vdupq_n_f64( 0 );
vc_20 = (float64x2_t)vdupq_n_f64( 0 );
vc_21 = (float64x2_t)vdupq_n_f64( 0 );
vc_22 = (float64x2_t)vdupq_n_f64( 0 );
vc_23 = (float64x2_t)vdupq_n_f64( 0 );
PRAGMA_UNROLL
for ( ; k_mker > 0; --k_mker )
{
// if ( m0 > 0 )
va_0 = vld1q_f64( a_loc + rs_a * 0 );
if ( m0 > 1 ) va_1 = vld1q_f64( a_loc + rs_a * 1 );
if ( m0 > 2 ) va_2 = vld1q_f64( a_loc + rs_a * 2 );
// if ( n0 > 0 )
vb_0 = vld1q_f64( b_loc + cs_b * 0 );
if ( n0 > 1 ) vb_1 = vld1q_f64( b_loc + cs_b * 1 );
if ( n0 > 2 ) vb_2 = vld1q_f64( b_loc + cs_b * 2 );
if ( n0 > 3 ) vb_3 = vld1q_f64( b_loc + cs_b * 3 );
// 1-column case.
if ( n0 == 1 ) {
vc_00 = vfmaq_f64( vc_00, va_0, vb_0 );
vc_10 = vfmaq_f64( vc_10, va_1, vb_0 );
vc_20 = vfmaq_f64( vc_20, va_2, vb_0 );
continue;
}
vc_00 = vfmaq_f64( vc_00, va_0, vb_0 );
vc_01 = vfmaq_f64( vc_01, va_0, vb_1 );
vc_02 = vfmaq_f64( vc_02, va_0, vb_2 );
vc_03 = vfmaq_f64( vc_03, va_0, vb_3 );
if ( m0 > 1 )
{
vc_10 = vfmaq_f64( vc_10, va_1, vb_0 );
vc_11 = vfmaq_f64( vc_11, va_1, vb_1 );
vc_12 = vfmaq_f64( vc_12, va_1, vb_2 );
vc_13 = vfmaq_f64( vc_13, va_1, vb_3 );
}
if ( m0 > 2 ) {
vc_20 = vfmaq_f64( vc_20, va_2, vb_0 );
vc_21 = vfmaq_f64( vc_21, va_2, vb_1 );
vc_22 = vfmaq_f64( vc_22, va_2, vb_2 );
vc_23 = vfmaq_f64( vc_23, va_2, vb_3 );
}
a_loc += 2;
b_loc += 2;
}
// Pay no care for O(1) details.
va_0 = (float64x2_t)vdupq_n_f64( 0 );
va_1 = (float64x2_t)vdupq_n_f64( 0 );
va_2 = (float64x2_t)vdupq_n_f64( 0 );
vb_0 = (float64x2_t)vdupq_n_f64( 0 );
vb_1 = (float64x2_t)vdupq_n_f64( 0 );
vb_2 = (float64x2_t)vdupq_n_f64( 0 );
vb_3 = (float64x2_t)vdupq_n_f64( 0 );
PRAGMA_NOUNROLL
for ( ; k_left > 0; --k_left )
{
// if ( m0 > 0 )
va_0 = vld1q_lane_f64( a_loc + rs_a * 0, va_0, 0 );
if ( m0 > 1 ) va_1 = vld1q_lane_f64( a_loc + rs_a * 1, va_1, 0 );
if ( m0 > 2 ) va_2 = vld1q_lane_f64( a_loc + rs_a * 2, va_2, 0 );
// if ( n0 > 0 )
vb_0 = vld1q_lane_f64( b_loc + cs_b * 0, vb_0, 0 );
if ( n0 > 1 ) vb_1 = vld1q_lane_f64( b_loc + cs_b * 1, vb_1, 0 );
if ( n0 > 2 ) vb_2 = vld1q_lane_f64( b_loc + cs_b * 2, vb_2, 0 );
if ( n0 > 3 ) vb_3 = vld1q_lane_f64( b_loc + cs_b * 3, vb_3, 0 );
vc_00 = vfmaq_f64( vc_00, va_0, vb_0 );
vc_01 = vfmaq_f64( vc_01, va_0, vb_1 );
vc_02 = vfmaq_f64( vc_02, va_0, vb_2 );
vc_03 = vfmaq_f64( vc_03, va_0, vb_3 );
vc_10 = vfmaq_f64( vc_10, va_1, vb_0 );
vc_11 = vfmaq_f64( vc_11, va_1, vb_1 );
vc_12 = vfmaq_f64( vc_12, va_1, vb_2 );
vc_13 = vfmaq_f64( vc_13, va_1, vb_3 );
vc_20 = vfmaq_f64( vc_20, va_2, vb_0 );
vc_21 = vfmaq_f64( vc_21, va_2, vb_1 );
vc_22 = vfmaq_f64( vc_22, va_2, vb_2 );
vc_23 = vfmaq_f64( vc_23, va_2, vb_3 );
a_loc += 1;
b_loc += 1;
}
// Reduce.
vc_00 = vpaddq_f64( vc_00, vc_01 );
vc_02 = vpaddq_f64( vc_02, vc_03 );
vc_10 = vpaddq_f64( vc_10, vc_11 );
vc_12 = vpaddq_f64( vc_12, vc_13 );
vc_20 = vpaddq_f64( vc_20, vc_21 );
vc_22 = vpaddq_f64( vc_22, vc_23 );
if ( cs_c == 1 )
{
// Row-storage.
if ( n0 > 1 ) vst1q_f64 ( c_loc + 0 * rs_c + 0, vc_00 );
else if ( n0 > 0 ) vst1q_lane_f64( c_loc + 0 * rs_c + 0, vc_00, 0 );
if ( n0 > 3 ) vst1q_f64 ( c_loc + 0 * rs_c + 2, vc_02 );
else if ( n0 > 2 ) vst1q_lane_f64( c_loc + 0 * rs_c + 2, vc_02, 0 );
if ( m0 > 1 )
{
if ( n0 > 1 ) vst1q_f64 ( c_loc + 1 * rs_c + 0, vc_10 );
else if ( n0 > 0 ) vst1q_lane_f64( c_loc + 1 * rs_c + 0, vc_10, 0 );
if ( n0 > 3 ) vst1q_f64 ( c_loc + 1 * rs_c + 2, vc_12 );
else if ( n0 > 2 ) vst1q_lane_f64( c_loc + 1 * rs_c + 2, vc_12, 0 );
}
if ( m0 > 2 )
{
if ( n0 > 1 ) vst1q_f64 ( c_loc + 2 * rs_c + 0, vc_20 );
else if ( n0 > 0 ) vst1q_lane_f64( c_loc + 2 * rs_c + 0, vc_20, 0 );
if ( n0 > 3 ) vst1q_f64 ( c_loc + 2 * rs_c + 2, vc_22 );
else if ( n0 > 2 ) vst1q_lane_f64( c_loc + 2 * rs_c + 2, vc_22, 0 );
}
}
else
{
// Column-storage.
if ( m0 > 0 ) vst1q_lane_f64( c_loc + 0 + 0 * cs_c, vc_00, 0 );
if ( m0 > 1 ) vst1q_lane_f64( c_loc + 1 + 0 * cs_c, vc_10, 0 );
if ( m0 > 2 ) vst1q_lane_f64( c_loc + 2 + 0 * cs_c, vc_20, 0 );
if ( n0 > 1 )
{
if ( m0 > 0 ) vst1q_lane_f64( c_loc + 0 + 1 * cs_c, vc_00, 1 );
if ( m0 > 1 ) vst1q_lane_f64( c_loc + 1 + 1 * cs_c, vc_10, 1 );
if ( m0 > 2 ) vst1q_lane_f64( c_loc + 2 + 1 * cs_c, vc_20, 1 );
}
if ( n0 > 2 )
{
if ( m0 > 0 ) vst1q_lane_f64( c_loc + 0 + 2 * cs_c, vc_02, 0 );
if ( m0 > 1 ) vst1q_lane_f64( c_loc + 1 + 2 * cs_c, vc_12, 0 );
if ( m0 > 2 ) vst1q_lane_f64( c_loc + 2 + 2 * cs_c, vc_22, 0 );
}
if ( n0 > 3 )
{
if ( m0 > 0 ) vst1q_lane_f64( c_loc + 0 + 3 * cs_c, vc_02, 1 );
if ( m0 > 1 ) vst1q_lane_f64( c_loc + 1 + 3 * cs_c, vc_12, 1 );
if ( m0 > 2 ) vst1q_lane_f64( c_loc + 2 + 3 * cs_c, vc_22, 1 );
}
}
}