THUNDERX2T99: Add Optimized SDOT Implementation
authorAshwin Sekhar T K <ashwin.sekhar@cavium.com>
Mon, 20 Feb 2017 07:12:27 +0000 (23:12 -0800)
committerAshwin Sekhar T K <ashwin.sekhar@cavium.com>
Tue, 21 Feb 2017 11:24:32 +0000 (03:24 -0800)
kernel/arm64/KERNEL.THUNDERX2T99
kernel/arm64/ddot_thunderx2t99.c [deleted file]
kernel/arm64/dot_thunderx2t99.c [new file with mode: 0644]

index 2d3f57a..1c31cea 100644 (file)
@@ -25,7 +25,8 @@ CNRM2KERNEL    = scnrm2_thunderx2t99.c
 
 DAXPYKERNEL    = daxpy_thunderx2t99.S
 
-DDOTKERNEL     = ddot_thunderx2t99.c
+DDOTKERNEL     = dot_thunderx2t99.c
+SDOTKERNEL     = dot_thunderx2t99.c
 
 
 ifeq ($(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N), 8x4)
diff --git a/kernel/arm64/ddot_thunderx2t99.c b/kernel/arm64/ddot_thunderx2t99.c
deleted file mode 100644 (file)
index cb894d5..0000000
+++ /dev/null
@@ -1,269 +0,0 @@
-/***************************************************************************
-Copyright (c) 2017, The OpenBLAS Project
-All rights reserved.
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are
-met:
-1. Redistributions of source code must retain the above copyright
-notice, this list of conditions and the following disclaimer.
-2. 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.
-3. Neither the name of the OpenBLAS project 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 OPENBLAS PROJECT 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 "common.h"
-
-#include <arm_neon.h>
-
-#define        N       "x0"    /* vector length */
-#define        X       "x1"    /* "X" vector address */
-#define        INC_X   "x2"    /* "X" stride */
-#define        Y       "x3"    /* "Y" vector address */
-#define        INC_Y   "x4"    /* "Y" stride */
-#define J      "x5"    /* loop variable */
-
-#define REG0   "xzr"
-#define DOTF   "d0"
-#define TMPX   "d16"
-#define LD1VX  "{v16.d}[0]"
-#define TMPY   "d24"
-#define LD1VY  "{v24.d}[0]"
-#define SZ     "8"
-
-#if defined(SMP)
-extern int blas_level1_thread_with_return_value(int mode, BLASLONG m, BLASLONG n,
-       BLASLONG k, void *alpha, void *a, BLASLONG lda, void *b, BLASLONG ldb,
-       void *c, BLASLONG ldc, int (*function)(), int nthreads);
-#endif
-
-
-static FLOAT ddot_compute(BLASLONG n, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y)
-{
-       FLOAT  dot = 0.0 ;
-
-       if ( n < 0 )  return(dot);
-
-       __asm__ __volatile__ (
-       "       mov     "N", %[N_]                      \n"
-       "       mov     "X", %[X_]                      \n"
-       "       mov     "INC_X", %[INCX_]               \n"
-       "       mov     "Y", %[Y_]                      \n"
-       "       mov     "INC_Y", %[INCY_]               \n"
-       "       fmov    "DOTF", "REG0"                  \n"
-       "       fmov    d1, "REG0"                      \n"
-       "       fmov    d2, "REG0"                      \n"
-       "       fmov    d3, "REG0"                      \n"
-       "       fmov    d4, "REG0"                      \n"
-       "       fmov    d5, "REG0"                      \n"
-       "       fmov    d6, "REG0"                      \n"
-       "       fmov    d7, "REG0"                      \n"
-
-       "       cmp     "N", xzr                        \n"
-       "       ble     .Ldot_kernel_L999               \n"
-
-       "       cmp     "INC_X", #1                     \n"
-       "       bne     .Ldot_kernel_S_BEGIN            \n"
-       "       cmp     "INC_Y", #1                     \n"
-       "       bne     .Ldot_kernel_S_BEGIN            \n"
-
-       ".Ldot_kernel_F_BEGIN:                          \n"
-       "       asr     "J", "N", #5                    \n"
-       "       cmp     "J", xzr                        \n"
-       "       beq     .Ldot_kernel_F1                 \n"
-
-       "       .align 5                                \n"
-       ".Ldot_kernel_F32:                              \n"
-       "       ldp     q16, q17, ["X"]                 \n"
-       "       ldp     q24, q25, ["Y"]                 \n"
-       "       ldp     q18, q19, ["X", #32]            \n"
-       "       ldp     q26, q27, ["Y", #32]            \n"
-       "       fmla    v0.2d, v16.2d, v24.2d           \n"
-       "       fmla    v1.2d, v17.2d, v25.2d           \n"
-       "       ldp     q20, q21, ["X", #64]            \n"
-       "       ldp     q28, q29, ["Y", #64]            \n"
-       "       fmla    v2.2d, v18.2d, v26.2d           \n"
-       "       fmla    v3.2d, v19.2d, v27.2d           \n"
-       "       ldp     q22, q23, ["X", #96]            \n"
-       "       ldp     q30, q31, ["Y", #96]            \n"
-       "       add     "Y", "Y", #128                  \n"
-       "       add     "X", "X", #128                  \n"
-       "       fmla    v4.2d, v20.2d, v28.2d           \n"
-       "       fmla    v5.2d, v21.2d, v29.2d           \n"
-       "       PRFM    PLDL1KEEP, ["X", #896]          \n"
-       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"
-       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"
-       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"
-       "       fmla    v6.2d, v22.2d, v30.2d           \n"
-       "       fmla    v7.2d, v23.2d, v31.2d           \n"
-
-       "       ldp     q16, q17, ["X"]                 \n"
-       "       ldp     q24, q25, ["Y"]                 \n"
-       "       ldp     q18, q19, ["X", #32]            \n"
-       "       ldp     q26, q27, ["Y", #32]            \n"
-       "       fmla    v0.2d, v16.2d, v24.2d           \n"
-       "       fmla    v1.2d, v17.2d, v25.2d           \n"
-       "       ldp     q20, q21, ["X", #64]            \n"
-       "       ldp     q28, q29, ["Y", #64]            \n"
-       "       fmla    v2.2d, v18.2d, v26.2d           \n"
-       "       fmla    v3.2d, v19.2d, v27.2d           \n"
-       "       ldp     q22, q23, ["X", #96]            \n"
-       "       ldp     q30, q31, ["Y", #96]            \n"
-       "       add     "Y", "Y", #128                  \n"
-       "       add     "X", "X", #128                  \n"
-       "       fmla    v4.2d, v20.2d, v28.2d           \n"
-       "       fmla    v5.2d, v21.2d, v29.2d           \n"
-       "       PRFM    PLDL1KEEP, ["X", #896]          \n"
-       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"
-       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"
-       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"
-       "       fmla    v6.2d, v22.2d, v30.2d           \n"
-       "       fmla    v7.2d, v23.2d, v31.2d           \n"
-
-       "       subs    "J", "J", #1                    \n"
-       "       bne     .Ldot_kernel_F32                \n"
-
-       "       fadd    v0.2d, v0.2d, v1.2d             \n"
-       "       fadd    v2.2d, v2.2d, v3.2d             \n"
-       "       fadd    v4.2d, v4.2d, v5.2d             \n"
-       "       fadd    v6.2d, v6.2d, v7.2d             \n"
-       "       fadd    v0.2d, v0.2d, v2.2d             \n"
-       "       fadd    v4.2d, v4.2d, v6.2d             \n"
-       "       fadd    v0.2d, v0.2d, v4.2d             \n"
-       "       faddp   "DOTF", v0.2d                   \n"
-
-       ".Ldot_kernel_F1:                               \n"
-       "       ands    "J", "N", #31                   \n"
-       "       ble     .Ldot_kernel_L999               \n"
-
-       ".Ldot_kernel_F10:                              \n"
-       "       ldr     "TMPX", ["X"]                   \n"
-       "       ldr     "TMPY", ["Y"]                   \n"
-       "       add     "X", "X", #"SZ"                 \n"
-       "       add     "Y", "Y", #"SZ"                 \n"
-       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
-
-       "       subs    "J", "J", #1                    \n"
-       "       bne     .Ldot_kernel_F10                \n"
-
-       "       b       .Ldot_kernel_L999               \n"
-
-       ".Ldot_kernel_S_BEGIN:                          \n"
-       "       lsl     "INC_X", "INC_X", #3            \n"
-       "       lsl     "INC_Y", "INC_Y", #3            \n"
-       "       asr     "J", "N", #2                    \n"
-       "       cmp     "J", xzr                        \n"
-       "       ble     .Ldot_kernel_S1                 \n"
-
-       ".Ldot_kernel_S4:                               \n"
-       "       ld1     "LD1VX", ["X"], "INC_X"         \n"
-       "       ld1     "LD1VY", ["Y"], "INC_Y"         \n"
-       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
-       "       ld1     "LD1VX", ["X"], "INC_X"         \n"
-       "       ld1     "LD1VY", ["Y"], "INC_Y"         \n"
-       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
-       "       ld1     "LD1VX", ["X"], "INC_X"         \n"
-       "       ld1     "LD1VY", ["Y"], "INC_Y"         \n"
-       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
-       "       ld1     "LD1VX", ["X"], "INC_X"         \n"
-       "       ld1     "LD1VY", ["Y"], "INC_Y"         \n"
-       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
-       "       subs    "J", "J", #1                    \n"
-       "       bne     .Ldot_kernel_S4                 \n"
-
-       ".Ldot_kernel_S1:                               \n"
-       "       ands    "J", "N", #3                    \n"
-       "       ble     .Ldot_kernel_L999               \n"
-
-       ".Ldot_kernel_S10:                              \n"
-       "       ld1     "LD1VX", ["X"], "INC_X"         \n"
-       "       ld1     "LD1VY", ["Y"], "INC_Y"         \n"
-       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
-       "       subs    "J", "J", #1                    \n"
-       "       bne     .Ldot_kernel_S10                \n"
-
-       ".Ldot_kernel_L999:                             \n"
-       "       fmov    %[DOT_], "DOTF"                 \n"
-
-       : [DOT_]  "=r" (dot)            //%0
-       : [N_]    "r"  (n),             //%1
-         [X_]    "r"  (x),             //%2
-         [INCX_] "r"  (inc_x),         //%3
-         [Y_]    "r"  (y),             //%4
-         [INCY_] "r"  (inc_y)          //%5
-       : "cc",
-         "memory",
-         "x0", "x1", "x2", "x3", "x4", "x5",
-         "d0", "d1", "d2", "d3", "d4", "d5", "d6", "d7"
-       );
-
-       return(dot);
-}
-
-#if defined(SMP)
-static int ddot_thread_function(BLASLONG n, BLASLONG dummy0,
-       BLASLONG dummy1, FLOAT dummy2, FLOAT *x, BLASLONG inc_x, FLOAT *y,
-       BLASLONG inc_y, FLOAT *result, BLASLONG dummy3)
-{
-       *result = ddot_compute(n, x, inc_x, y, inc_y);
-
-       return 0;
-}
-#endif
-
-FLOAT CNAME(BLASLONG n, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y)
-{
-#if defined(SMP)
-       int nthreads;
-       FLOAT dummy_alpha;
-#endif
-       FLOAT dot = 0.0;
-
-#if defined(SMP)
-       nthreads = num_cpu_avail(1);
-
-       if (inc_x == 0 || inc_y == 0)
-               nthreads = 1;
-
-       if (n <= 10000)
-               nthreads = 1;
-
-       if (nthreads == 1) {
-               dot = ddot_compute(n, x, inc_x, y, inc_y);
-       } else {
-               int mode, i;
-               char result[MAX_CPU_NUMBER * sizeof(double) * 2];
-               FLOAT *ptr;
-
-               mode = BLAS_DOUBLE  | BLAS_REAL;
-
-               blas_level1_thread_with_return_value(mode, n, 0, 0, &dummy_alpha,
-                                  x, inc_x, y, inc_y, result, 0,
-                                  ( void *)ddot_thread_function, nthreads);
-
-               ptr = (FLOAT *)result;
-               for (i = 0; i < nthreads; i++) {
-                       dot = dot + (*ptr);
-                       ptr = (FLOAT *)(((char *)ptr) + sizeof(double) * 2);
-               }
-       }
-#else
-       dot = ddot_compute(n, x, inc_x, y, inc_y);
-#endif
-
-       return dot;
-}
diff --git a/kernel/arm64/dot_thunderx2t99.c b/kernel/arm64/dot_thunderx2t99.c
new file mode 100644 (file)
index 0000000..6d54fd8
--- /dev/null
@@ -0,0 +1,423 @@
+/***************************************************************************
+Copyright (c) 2017, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. 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.
+3. Neither the name of the OpenBLAS project 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 OPENBLAS PROJECT 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 "common.h"
+
+#include <arm_neon.h>
+
+#if !defined(DSDOT)
+#define RETURN_TYPE    FLOAT
+#else
+#define RETURN_TYPE    double
+#endif
+
+#define N              "x0"    /* vector length */
+#define X              "x1"    /* "X" vector address */
+#define INC_X          "x2"    /* "X" stride */
+#define Y              "x3"    /* "Y" vector address */
+#define INC_Y          "x4"    /* "Y" stride */
+#define J              "x5"    /* loop variable */
+
+#if !defined(DOUBLE)
+#if !defined(DSDOT)
+#define REG0           "wzr"
+#define DOTF           "s0"
+#define TMPX           "s16"
+#define TMPY           "s24"
+#define INC_SHIFT      "2"
+#define N_DIV_SHIFT    "6"
+#define N_REM_MASK     "63"
+#else
+#define REG0           "xzr"
+#define DOTF           "d0"
+#define TMPX           "s16"
+#define TMPX1          "d2"
+#define TMPY           "s24"
+#define TMPY1          "d3"
+#define INC_SHIFT      "2"
+#define N_DIV_SHIFT    "4"
+#define N_REM_MASK     "15"
+#endif
+#else
+#define REG0           "xzr"
+#define DOTF           "d0"
+#define TMPX           "d16"
+#define TMPY           "d24"
+#define INC_SHIFT      "3"
+#define N_DIV_SHIFT    "5"
+#define N_REM_MASK     "31"
+#endif
+
+#if !defined(DOUBLE)
+
+#if !defined(DSDOT)
+#define KERNEL_F1                                              \
+       "       ldr     "TMPX", ["X"]                   \n"     \
+       "       ldr     "TMPY", ["Y"]                   \n"     \
+       "       add     "X", "X", "INC_X"               \n"     \
+       "       add     "Y", "Y", "INC_Y"               \n"     \
+       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
+
+#define KERNEL_F                                               \
+       "       ldp     q16, q17, ["X"]                 \n"     \
+       "       ldp     q24, q25, ["Y"]                 \n"     \
+       "       ldp     q18, q19, ["X", #32]            \n"     \
+       "       ldp     q26, q27, ["Y", #32]            \n"     \
+       "       fmla    v0.4s, v16.4s, v24.4s           \n"     \
+       "       fmla    v1.4s, v17.4s, v25.4s           \n"     \
+       "       ldp     q20, q21, ["X", #64]            \n"     \
+       "       ldp     q28, q29, ["Y", #64]            \n"     \
+       "       fmla    v2.4s, v18.4s, v26.4s           \n"     \
+       "       fmla    v3.4s, v19.4s, v27.4s           \n"     \
+       "       ldp     q22, q23, ["X", #96]            \n"     \
+       "       ldp     q30, q31, ["Y", #96]            \n"     \
+       "       add     "Y", "Y", #128                  \n"     \
+       "       add     "X", "X", #128                  \n"     \
+       "       fmla    v4.4s, v20.4s, v28.4s           \n"     \
+       "       fmla    v5.4s, v21.4s, v29.4s           \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"     \
+       "       fmla    v6.4s, v22.4s, v30.4s           \n"     \
+       "       fmla    v7.4s, v23.4s, v31.4s           \n"     \
+       "       ldp     q16, q17, ["X"]                 \n"     \
+       "       ldp     q24, q25, ["Y"]                 \n"     \
+       "       ldp     q18, q19, ["X", #32]            \n"     \
+       "       ldp     q26, q27, ["Y", #32]            \n"     \
+       "       fmla    v0.4s, v16.4s, v24.4s           \n"     \
+       "       fmla    v1.4s, v17.4s, v25.4s           \n"     \
+       "       ldp     q20, q21, ["X", #64]            \n"     \
+       "       ldp     q28, q29, ["Y", #64]            \n"     \
+       "       fmla    v2.4s, v18.4s, v26.4s           \n"     \
+       "       fmla    v3.4s, v19.4s, v27.4s           \n"     \
+       "       ldp     q22, q23, ["X", #96]            \n"     \
+       "       ldp     q30, q31, ["Y", #96]            \n"     \
+       "       add     "Y", "Y", #128                  \n"     \
+       "       add     "X", "X", #128                  \n"     \
+       "       fmla    v4.4s, v20.4s, v28.4s           \n"     \
+       "       fmla    v5.4s, v21.4s, v29.4s           \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"     \
+       "       fmla    v6.4s, v22.4s, v30.4s           \n"     \
+       "       fmla    v7.4s, v23.4s, v31.4s           \n"
+
+#define KERNEL_F_FINALIZE                                      \
+       "       fadd    v0.4s, v0.4s, v1.4s             \n"     \
+       "       fadd    v2.4s, v2.4s, v3.4s             \n"     \
+       "       fadd    v4.4s, v4.4s, v5.4s             \n"     \
+       "       fadd    v6.4s, v6.4s, v7.4s             \n"     \
+       "       fadd    v0.4s, v0.4s, v2.4s             \n"     \
+       "       fadd    v4.4s, v4.4s, v6.4s             \n"     \
+       "       fadd    v0.4s, v0.4s, v4.4s             \n"     \
+       "       faddp   v0.4s, v0.4s, v0.4s             \n"     \
+       "       faddp   v0.4s, v0.4s, v0.4s             \n"
+
+#else /* !defined(DSDOT) */
+#define KERNEL_F1                                              \
+       "       ldr     "TMPX", ["X"]                   \n"     \
+       "       ldr     "TMPY", ["Y"]                   \n"     \
+       "       add     "X", "X", "INC_X"               \n"     \
+       "       add     "Y", "Y", "INC_Y"               \n"     \
+       "       fcvt    "TMPX1", "TMPX"                 \n"     \
+       "       fcvt    "TMPY1", "TMPY"                 \n"     \
+       "       fmul    "TMPX1", "TMPX1", "TMPY1"       \n"     \
+       "       fadd    "DOTF", "DOTF", "TMPX1"         \n"
+
+
+#define KERNEL_F                                               \
+       "       ldp     q18, q19, ["X"]                 \n"     \
+       "       ldp     q26, q27, ["Y"]                 \n"     \
+       "       fcvtl   v16.2d, v18.2s                  \n"     \
+       "       fcvtl2  v17.2d, v18.4s                  \n"     \
+       "       fcvtl   v18.2d, v19.2s                  \n"     \
+       "       fcvtl2  v19.2d, v19.4s                  \n"     \
+       "       fcvtl   v24.2d, v26.2s                  \n"     \
+       "       fcvtl2  v25.2d, v26.4s                  \n"     \
+       "       fcvtl   v26.2d, v27.2s                  \n"     \
+       "       fcvtl2  v27.2d, v27.4s                  \n"     \
+       "       ldp     q22, q23, ["X", #32]            \n"     \
+       "       ldp     q30, q31, ["Y", #32]            \n"     \
+       "       fcvtl   v20.2d, v22.2s                  \n"     \
+       "       fcvtl2  v21.2d, v22.4s                  \n"     \
+       "       fcvtl   v22.2d, v23.2s                  \n"     \
+       "       fcvtl2  v23.2d, v23.4s                  \n"     \
+       "       fcvtl   v28.2d, v30.2s                  \n"     \
+       "       fcvtl2  v29.2d, v30.4s                  \n"     \
+       "       fcvtl   v30.2d, v31.2s                  \n"     \
+       "       fcvtl2  v31.2d, v31.4s                  \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"     \
+       "       fmla    v0.2d, v16.2d, v24.2d           \n"     \
+       "       fmla    v1.2d, v17.2d, v25.2d           \n"     \
+       "       fmla    v2.2d, v18.2d, v26.2d           \n"     \
+       "       fmla    v3.2d, v19.2d, v27.2d           \n"     \
+       "       add     "Y", "Y", #64                   \n"     \
+       "       add     "X", "X", #64                   \n"     \
+       "       fmla    v4.2d, v20.2d, v28.2d           \n"     \
+       "       fmla    v5.2d, v21.2d, v29.2d           \n"     \
+       "       fmla    v6.2d, v22.2d, v30.2d           \n"     \
+       "       fmla    v7.2d, v23.2d, v31.2d           \n"
+
+#define KERNEL_F_FINALIZE                                      \
+       "       fadd    v0.2d, v0.2d, v1.2d             \n"     \
+       "       fadd    v2.2d, v2.2d, v3.2d             \n"     \
+       "       fadd    v4.2d, v4.2d, v5.2d             \n"     \
+       "       fadd    v6.2d, v6.2d, v7.2d             \n"     \
+       "       fadd    v0.2d, v0.2d, v2.2d             \n"     \
+       "       fadd    v4.2d, v4.2d, v6.2d             \n"     \
+       "       fadd    v0.2d, v0.2d, v4.2d             \n"     \
+       "       faddp   "DOTF", v0.2d                   \n"
+#endif /* !defined(DSDOT) */
+
+#else /* !defined(DOUBLE) */ 
+#define KERNEL_F1                                              \
+       "       ldr     "TMPX", ["X"]                   \n"     \
+       "       ldr     "TMPY", ["Y"]                   \n"     \
+       "       add     "X", "X", "INC_X"               \n"     \
+       "       add     "Y", "Y", "INC_Y"               \n"     \
+       "       fmadd   "DOTF", "TMPX", "TMPY", "DOTF"  \n"
+
+#define KERNEL_F                                               \
+       "       ldp     q16, q17, ["X"]                 \n"     \
+       "       ldp     q24, q25, ["Y"]                 \n"     \
+       "       ldp     q18, q19, ["X", #32]            \n"     \
+       "       ldp     q26, q27, ["Y", #32]            \n"     \
+       "       fmla    v0.2d, v16.2d, v24.2d           \n"     \
+       "       fmla    v1.2d, v17.2d, v25.2d           \n"     \
+       "       ldp     q20, q21, ["X", #64]            \n"     \
+       "       ldp     q28, q29, ["Y", #64]            \n"     \
+       "       fmla    v2.2d, v18.2d, v26.2d           \n"     \
+       "       fmla    v3.2d, v19.2d, v27.2d           \n"     \
+       "       ldp     q22, q23, ["X", #96]            \n"     \
+       "       ldp     q30, q31, ["Y", #96]            \n"     \
+       "       add     "Y", "Y", #128                  \n"     \
+       "       add     "X", "X", #128                  \n"     \
+       "       fmla    v4.2d, v20.2d, v28.2d           \n"     \
+       "       fmla    v5.2d, v21.2d, v29.2d           \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"     \
+       "       fmla    v6.2d, v22.2d, v30.2d           \n"     \
+       "       fmla    v7.2d, v23.2d, v31.2d           \n"     \
+       "       ldp     q16, q17, ["X"]                 \n"     \
+       "       ldp     q24, q25, ["Y"]                 \n"     \
+       "       ldp     q18, q19, ["X", #32]            \n"     \
+       "       ldp     q26, q27, ["Y", #32]            \n"     \
+       "       fmla    v0.2d, v16.2d, v24.2d           \n"     \
+       "       fmla    v1.2d, v17.2d, v25.2d           \n"     \
+       "       ldp     q20, q21, ["X", #64]            \n"     \
+       "       ldp     q28, q29, ["Y", #64]            \n"     \
+       "       fmla    v2.2d, v18.2d, v26.2d           \n"     \
+       "       fmla    v3.2d, v19.2d, v27.2d           \n"     \
+       "       ldp     q22, q23, ["X", #96]            \n"     \
+       "       ldp     q30, q31, ["Y", #96]            \n"     \
+       "       add     "Y", "Y", #128                  \n"     \
+       "       add     "X", "X", #128                  \n"     \
+       "       fmla    v4.2d, v20.2d, v28.2d           \n"     \
+       "       fmla    v5.2d, v21.2d, v29.2d           \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896]          \n"     \
+       "       PRFM    PLDL1KEEP, ["X", #896+64]       \n"     \
+       "       PRFM    PLDL1KEEP, ["Y", #896+64]       \n"     \
+       "       fmla    v6.2d, v22.2d, v30.2d           \n"     \
+       "       fmla    v7.2d, v23.2d, v31.2d           \n"
+
+#define KERNEL_F_FINALIZE                                      \
+       "       fadd    v0.2d, v0.2d, v1.2d             \n"     \
+       "       fadd    v2.2d, v2.2d, v3.2d             \n"     \
+       "       fadd    v4.2d, v4.2d, v5.2d             \n"     \
+       "       fadd    v6.2d, v6.2d, v7.2d             \n"     \
+       "       fadd    v0.2d, v0.2d, v2.2d             \n"     \
+       "       fadd    v4.2d, v4.2d, v6.2d             \n"     \
+       "       fadd    v0.2d, v0.2d, v4.2d             \n"     \
+       "       faddp   "DOTF", v0.2d                   \n"
+#endif /* !defined(DOUBLE) */
+
+#if defined(SMP)
+extern int blas_level1_thread_with_return_value(int mode, BLASLONG m, BLASLONG n,
+       BLASLONG k, void *alpha, void *a, BLASLONG lda, void *b, BLASLONG ldb,
+       void *c, BLASLONG ldc, int (*function)(), int nthreads);
+#endif
+
+static RETURN_TYPE dot_compute(BLASLONG n, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y)
+{
+       RETURN_TYPE  dot = 0.0 ;
+
+       if ( n < 0 ) return dot;
+
+       __asm__ __volatile__ (
+       "       mov     "N", %[N_]                      \n"
+       "       mov     "X", %[X_]                      \n"
+       "       mov     "INC_X", %[INCX_]               \n"
+       "       mov     "Y", %[Y_]                      \n"
+       "       mov     "INC_Y", %[INCY_]               \n"
+       "       fmov    "DOTF", "REG0"                  \n"
+       "       fmov    d1, xzr                         \n"
+       "       fmov    d2, xzr                         \n"
+       "       fmov    d3, xzr                         \n"
+       "       fmov    d4, xzr                         \n"
+       "       fmov    d5, xzr                         \n"
+       "       fmov    d6, xzr                         \n"
+       "       fmov    d7, xzr                         \n"
+       "       cmp     "N", xzr                        \n"
+       "       ble     .Ldot_kernel_L999               \n"
+       "       cmp     "INC_X", #1                     \n"
+       "       bne     .Ldot_kernel_S_BEGIN            \n"
+       "       cmp     "INC_Y", #1                     \n"
+       "       bne     .Ldot_kernel_S_BEGIN            \n"
+
+       ".Ldot_kernel_F_BEGIN:                          \n"
+       "       lsl     "INC_X", "INC_X", "INC_SHIFT"   \n"
+       "       lsl     "INC_Y", "INC_Y", "INC_SHIFT"   \n"
+       "       asr     "J", "N", #"N_DIV_SHIFT"        \n"
+       "       cmp     "J", xzr                        \n"
+       "       beq     .Ldot_kernel_F1                 \n"
+
+       "       .align 5                                \n"
+       ".Ldot_kernel_F:                                \n"
+       "       "KERNEL_F"                              \n"
+       "       subs    "J", "J", #1                    \n"
+       "       bne     .Ldot_kernel_F                  \n"
+       "       "KERNEL_F_FINALIZE"                     \n"
+
+       ".Ldot_kernel_F1:                               \n"
+       "       ands    "J", "N", #"N_REM_MASK"         \n"
+       "       ble     .Ldot_kernel_L999               \n"
+
+       ".Ldot_kernel_F10:                              \n"
+       "       "KERNEL_F1"                             \n"
+       "       subs    "J", "J", #1                    \n"
+       "       bne     .Ldot_kernel_F10                \n"
+       "       b       .Ldot_kernel_L999               \n"
+
+       ".Ldot_kernel_S_BEGIN:                          \n"
+       "       lsl     "INC_X", "INC_X", "INC_SHIFT"   \n"
+       "       lsl     "INC_Y", "INC_Y", "INC_SHIFT"   \n"
+       "       asr     "J", "N", #2                    \n"
+       "       cmp     "J", xzr                        \n"
+       "       ble     .Ldot_kernel_S1                 \n"
+
+       ".Ldot_kernel_S4:                               \n"
+       "       "KERNEL_F1"                             \n"
+       "       "KERNEL_F1"                             \n"
+       "       "KERNEL_F1"                             \n"
+       "       "KERNEL_F1"                             \n"
+       "       subs    "J", "J", #1                    \n"
+       "       bne     .Ldot_kernel_S4                 \n"
+
+       ".Ldot_kernel_S1:                               \n"
+       "       ands    "J", "N", #3                    \n"
+       "       ble     .Ldot_kernel_L999               \n"
+
+       ".Ldot_kernel_S10:                              \n"
+       "       "KERNEL_F1"                             \n"
+       "       subs    "J", "J", #1                    \n"
+       "       bne     .Ldot_kernel_S10                \n"
+
+       ".Ldot_kernel_L999:                             \n"
+       "       str     "DOTF", [%[DOT_]]               \n"
+
+       :
+       : [DOT_]  "r"  (&dot),          //%0
+         [N_]    "r"  (n),             //%1
+         [X_]    "r"  (x),             //%2
+         [INCX_] "r"  (inc_x),         //%3
+         [Y_]    "r"  (y),             //%4
+         [INCY_] "r"  (inc_y)          //%5
+       : "cc",
+         "memory",
+         "x0", "x1", "x2", "x3", "x4", "x5",
+         "d0", "d1", "d2", "d3", "d4", "d5", "d6", "d7"
+       );
+
+       return dot;
+}
+
+#if defined(SMP)
+static int dot_thread_function(BLASLONG n, BLASLONG dummy0,
+       BLASLONG dummy1, FLOAT dummy2, FLOAT *x, BLASLONG inc_x, FLOAT *y,
+       BLASLONG inc_y, FLOAT *result, BLASLONG dummy3)
+{
+       *(RETURN_TYPE *)result = dot_compute(n, x, inc_x, y, inc_y);
+
+       return 0;
+}
+#endif
+
+RETURN_TYPE CNAME(BLASLONG n, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y)
+{
+#if defined(SMP)
+       int nthreads;
+       FLOAT dummy_alpha;
+#endif
+       RETURN_TYPE dot = 0.0;
+
+#if defined(SMP)
+       nthreads = num_cpu_avail(1);
+
+       if (inc_x == 0 || inc_y == 0)
+               nthreads = 1;
+
+       if (n <= 10000)
+               nthreads = 1;
+
+       if (nthreads == 1) {
+               dot = dot_compute(n, x, inc_x, y, inc_y);
+       } else {
+               int mode, i;
+               char result[MAX_CPU_NUMBER * sizeof(double) * 2];
+               RETURN_TYPE *ptr;
+
+#if !defined(DOUBLE)
+               mode = BLAS_SINGLE  | BLAS_REAL;
+#else
+               mode = BLAS_DOUBLE  | BLAS_REAL;
+#endif
+
+               blas_level1_thread_with_return_value(mode, n, 0, 0, &dummy_alpha,
+                                  x, inc_x, y, inc_y, result, 0,
+                                  ( void *)dot_thread_function, nthreads);
+
+               ptr = (RETURN_TYPE *)result;
+               for (i = 0; i < nthreads; i++) {
+                       dot = dot + (*ptr);
+                       ptr = (RETURN_TYPE *)(((char *)ptr) + sizeof(double) * 2);
+               }
+       }
+#else
+       dot = dot_compute(n, x, inc_x, y, inc_y);
+#endif
+
+       return dot;
+}