THUNDERX2T99: Add Optimized SGEMM Implementation
authorAshwin Sekhar T K <ashwin.sekhar@cavium.com>
Wed, 11 Jan 2017 09:37:11 +0000 (15:07 +0530)
committerAshwin Sekhar T K <ashwin.sekhar@cavium.com>
Mon, 16 Jan 2017 16:14:33 +0000 (21:44 +0530)
driver/others/parameter.c
kernel/arm64/KERNEL.THUNDERX2T99
kernel/arm64/sgemm_kernel_16x4_thunderx2t99.S [new file with mode: 0644]
param.h

index a5cdbf9..ac337b2 100644 (file)
@@ -743,6 +743,10 @@ void blas_set_parameter(void)
   dgemm_q = 128;
   dgemm_r = 4096;
 
+  sgemm_p = 128;
+  sgemm_q = 352;
+  sgemm_r = 4096;
+
   dgemm_prefetch_size_a = 3584;
   dgemm_prefetch_size_b = 512;
   dgemm_prefetch_size_c = 128;
index fa0cc91..dcfdc96 100644 (file)
@@ -6,3 +6,9 @@ else
 DGEMMKERNEL    =  dgemm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N).S
 endif
 
+ifeq ($(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N), 16x4)
+SGEMMKERNEL    =  sgemm_kernel_16x4_thunderx2t99.S
+else
+SGEMMKERNEL    =  sgemm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N).S
+endif
+
diff --git a/kernel/arm64/sgemm_kernel_16x4_thunderx2t99.S b/kernel/arm64/sgemm_kernel_16x4_thunderx2t99.S
new file mode 100644 (file)
index 0000000..06b48f1
--- /dev/null
@@ -0,0 +1,2087 @@
+/*******************************************************************************
+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.
+*******************************************************************************/
+
+#define ASSEMBLER
+#include "common.h"
+
+/*                   X0          X1          X2          s0        X3        x4       x5           x6  */
+/*int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,FLOAT* ba,FLOAT* bb,FLOAT* C,BLASLONG ldc) */
+
+#define origM          x0
+#define origN          x1
+#define origK          x2
+#define origPA         x3
+#define origPB         x4
+#define pC             x5
+#define LDC            x6
+#define temp           x7
+#define counterL       x8
+#define counterI       x9
+#define counterJ       x10
+#define pB             x11
+#define pCRow0         x12
+#define pCRow1         x13
+#define pCRow2         x14
+#define pCRow3         x15
+#define pA             x16
+#define alpha          w17
+
+#define alpha0         s10
+#define alphaV0                v10.s[0]
+
+#define A_PRE_SIZE     2560
+#define B_PRE_SIZE     224
+#define C_PRE_SIZE     160
+
+
+// 00 origM
+// 01 origN
+// 02 origK
+// 03 origPA
+// 04 origPB
+// 05 pC
+// 06 origLDC -> LDC
+// 07 offset
+// 08 counterL
+// 09 counterI
+// 10 counterJ
+// 11 pB
+// 12 pCRow0
+// 13 pCRow1
+// 14 pCRow2
+// 15 pA
+// 16 temp
+// 17
+// 18 must save
+// 19 must save
+// 20 must save
+// 21 must save
+// 22 must save
+// 23 must save
+// 24 must save
+// 25 must save
+// 26 must save
+// 27 must save
+// 28 must save
+// 29 frame
+// 30 link
+// 31 sp
+
+//v00 ALPHA -> pA0_00, pA0_01, pA0_02, pA0_03
+//v01 pA0_04, pA0_05, pA0_06, pA0_07
+//v02 pA0_08, pA0_09, pA0_10, pA0_11
+//v03 pA0_12, pA0_13, pA0_14, pA0_15
+//v04 pA1_00, pA1_01, pA1_02, pA1_03
+//v05 pA1_04, pA1_05, pA1_06, pA1_07
+//v06 pA1_08, pA1_09, pA1_10, pA1_11
+//v07 pA1_12, pA1_13, pA1_14, pA1_15
+//v08 must save pB00
+//v09 must save pB01
+//v10 must save pB02
+//v11 must save pB03
+//v12 must save pB10
+//v13 must save pB11
+//v14 must save pB12
+//v15 must save pB13
+//v16 must save C00, C01, C02, C03
+//v17 must save C04, C05, C06, C07
+//v18 C08, C09, C10, C11
+//v19 C12, C13, C14, C15
+//v20 C16, C17, C18, C19
+//v21 C20, C21, C22, C23
+//v22 C24, C25, C26, C27
+//v23 C28, C29, C30, C31
+//v24 C32, C33, C34, C35
+//v25 C36, C37, C38, C39
+//v26 C40, C41, C42, C43
+//v27 C44, C45, C46, C47
+//v28 C48, C49, C50, C51
+//v29 C52, C53, C54, C55
+//v30 C56, C57, C58, C59
+//v31 C60, C61, C62, C63
+
+/*******************************************************************************
+* Macro definitions
+*******************************************************************************/
+
+.macro INIT16x4
+       fmov            s16, wzr
+       fmov            s17, wzr
+       fmov            s18, s16
+       fmov            s19, s17
+       fmov            s20, wzr
+       fmov            s21, s16
+       fmov            s22, s17
+       fmov            s23, s18
+       fmov            s24, wzr
+       fmov            s25, s16
+       fmov            s26, s17
+       fmov            s27, s18
+       fmov            s28, wzr
+       fmov            s29, s16
+       fmov            s30, s17
+       fmov            s31, s18
+.endm
+
+.macro KERNEL16x4_I
+       ldur    q0, [pA]
+       ldur    q1, [pA, #16]
+
+       ldur    d8, [pB]
+
+       fmul    v16.4s, v0.4s, v8.s[0]
+       fmul    v20.4s, v0.4s, v8.s[1]
+
+       ldur    d10, [pB, #8]
+
+       fmul    v24.4s, v0.4s, v10.s[0]
+       fmul    v28.4s, v0.4s, v10.s[1]
+
+       ldur    q2, [pA, #32]
+       ldur    q3, [pA, #48]
+
+       fmul    v17.4s, v1.4s, v8.s[0]
+       fmul    v21.4s, v1.4s, v8.s[1]
+
+       ldur    q4, [pA, #64]
+       ldur    q5, [pA, #80]
+
+       fmul    v25.4s, v1.4s, v10.s[0]
+       fmul    v29.4s, v1.4s, v10.s[1]
+
+       ldur    d12, [pB, #16]
+
+       fmul    v18.4s, v2.4s, v8.s[0]
+       fmul    v22.4s, v2.4s, v8.s[1]
+
+       ldur    d14, [pB, #24]
+       add     pB, pB, #32
+
+       fmul    v19.4s, v3.4s, v8.s[0]
+       fmul    v23.4s, v3.4s, v8.s[1]
+
+       ldur    q6, [pA, #96]
+       ldur    q7, [pA, #112]
+       add     pA, pA, #128
+
+       fmul    v26.4s, v2.4s, v10.s[0]
+       fmul    v30.4s, v2.4s, v10.s[1]
+
+       prfm    PLDL1KEEP, [pA, #A_PRE_SIZE]
+
+       fmul    v27.4s, v3.4s, v10.s[0]
+       fmul    v31.4s, v3.4s, v10.s[1]
+
+       prfm    PLDL1KEEP, [pA, #A_PRE_SIZE+64]
+.endm
+
+.macro KERNEL16x4_M1
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+
+       ldur    q4, [pA]
+       ldur    q5, [pA, #16]
+
+       fmla    v18.4s, v2.4s, v8.s[0]
+       fmla    v19.4s, v3.4s, v8.s[0]
+
+       fmla    v20.4s, v0.4s, v8.s[1]
+       fmla    v21.4s, v1.4s, v8.s[1]
+
+       ldur    d12, [pB]
+
+       fmla    v22.4s, v2.4s, v8.s[1]
+       fmla    v23.4s, v3.4s, v8.s[1]
+
+       ldur    d14, [pB, #8]
+       add     pB, pB, #16
+
+       fmla    v24.4s, v0.4s, v10.s[0]
+       fmla    v25.4s, v1.4s, v10.s[0]
+
+       prfm    PLDL1KEEP, [pA, #A_PRE_SIZE+64]
+
+       fmla    v26.4s, v2.4s, v10.s[0]
+       fmla    v27.4s, v3.4s, v10.s[0]
+
+       prfm    PLDL1KEEP, [pA, #A_PRE_SIZE]
+
+       fmla    v28.4s, v0.4s, v10.s[1]
+       fmla    v29.4s, v1.4s, v10.s[1]
+
+       ldur    q6, [pA, #32]
+       ldur    q7, [pA, #48]
+       add     pA, pA, #64
+
+       fmla    v30.4s, v2.4s, v10.s[1]
+       fmla    v31.4s, v3.4s, v10.s[1]
+.endm
+
+.macro KERNEL16x4_M2
+       fmla    v16.4s, v4.4s, v12.s[0]
+       fmla    v17.4s, v5.4s, v12.s[0]
+
+       ldur    q0, [pA]
+       ldur    q1, [pA, #16]
+
+       fmla    v18.4s, v6.4s, v12.s[0]
+       fmla    v19.4s, v7.4s, v12.s[0]
+
+       fmla    v20.4s, v4.4s, v12.s[1]
+       fmla    v21.4s, v5.4s, v12.s[1]
+
+       ldur    d8, [pB]
+
+       fmla    v22.4s, v6.4s, v12.s[1]
+       fmla    v23.4s, v7.4s, v12.s[1]
+
+       ldur    d10, [pB, #8]
+       add     pB, pB, #16
+
+       fmla    v24.4s, v4.4s, v14.s[0]
+       fmla    v25.4s, v5.4s, v14.s[0]
+
+       prfm    PLDL1KEEP, [pB, #B_PRE_SIZE]
+
+       fmla    v26.4s, v6.4s, v14.s[0]
+       fmla    v27.4s, v7.4s, v14.s[0]
+
+       ldur    q2, [pA, #32]
+       ldur    q3, [pA, #48]
+       add     pA, pA, #64
+
+       fmla    v28.4s, v4.4s, v14.s[1]
+       fmla    v29.4s, v5.4s, v14.s[1]
+
+       fmla    v30.4s, v6.4s, v14.s[1]
+       fmla    v31.4s, v7.4s, v14.s[1]
+.endm
+
+.macro KERNEL16x4_E
+       fmla    v16.4s, v4.4s, v12.s[0]
+       fmla    v20.4s, v4.4s, v12.s[1]
+       fmla    v24.4s, v4.4s, v14.s[0]
+       fmla    v28.4s, v4.4s, v14.s[1]
+
+       fmla    v17.4s, v5.4s, v12.s[0]
+       fmla    v21.4s, v5.4s, v12.s[1]
+       fmla    v25.4s, v5.4s, v14.s[0]
+       fmla    v29.4s, v5.4s, v14.s[1]
+
+       prfm    PLDL1KEEP, [pB, #B_PRE_SIZE]
+
+       fmla    v18.4s, v6.4s, v12.s[0]
+       fmla    v22.4s, v6.4s, v12.s[1]
+       fmla    v26.4s, v6.4s, v14.s[0]
+       fmla    v30.4s, v6.4s, v14.s[1]
+
+       fmla    v19.4s, v7.4s, v12.s[0]
+       fmla    v23.4s, v7.4s, v12.s[1]
+       fmla    v27.4s, v7.4s, v14.s[0]
+       fmla    v31.4s, v7.4s, v14.s[1]
+.endm
+
+.macro KERNEL16x4_SUB
+       ldur    q0, [pA]
+       ldur    q1, [pA, #16]
+       ldur    d8, [pB]
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v20.4s, v0.4s, v8.s[1]
+
+       ldur    d10, [pB, #8]
+       add     pB, pB, #16
+
+       fmla    v24.4s, v0.4s, v10.s[0]
+       fmla    v28.4s, v0.4s, v10.s[1]
+
+       ldur    q2, [pA, #32]
+       ldur    q3, [pA, #48]
+       add     pA, pA, #64
+
+       fmla    v17.4s, v1.4s, v8.s[0]
+       fmla    v21.4s, v1.4s, v8.s[1]
+
+       fmla    v25.4s, v1.4s, v10.s[0]
+       fmla    v29.4s, v1.4s, v10.s[1]
+
+       fmla    v18.4s, v2.4s, v8.s[0]
+       fmla    v22.4s, v2.4s, v8.s[1]
+
+       prfm    PLDL1KEEP, [pA, #A_PRE_SIZE]
+
+       fmla    v19.4s, v3.4s, v8.s[0]
+       fmla    v23.4s, v3.4s, v8.s[1]
+
+       fmla    v26.4s, v2.4s, v10.s[0]
+       fmla    v30.4s, v2.4s, v10.s[1]
+
+       prfm    PLDL1KEEP, [pB, #B_PRE_SIZE]
+
+       fmla    v27.4s, v3.4s, v10.s[0]
+       fmla    v31.4s, v3.4s, v10.s[1]
+.endm
+
+.macro SAVE16x4
+       fmov    alpha0, alpha
+
+       prfm    PLDL2KEEP, [pCRow0, #C_PRE_SIZE]
+       prfm    PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
+       prfm    PLDL2KEEP, [pCRow2, #C_PRE_SIZE]
+       prfm    PLDL2KEEP, [pCRow3, #C_PRE_SIZE]
+
+       ldur    q0, [pCRow0]
+       ldur    q1, [pCRow0, #16]
+       ldur    q2, [pCRow0, #32]
+       ldur    q3, [pCRow0, #48]
+
+       ldur    q4, [pCRow1]
+       ldur    q5, [pCRow1, #16]
+       ldur    q6, [pCRow1, #32]
+       ldur    q7, [pCRow1, #48]
+
+       fmla    v0.4s, v16.4s, alphaV0
+       fmla    v1.4s, v17.4s, alphaV0
+       stp     q0, q1, [pCRow0]
+
+       fmla    v2.4s, v18.4s, alphaV0
+       fmla    v3.4s, v19.4s, alphaV0
+       stp     q2, q3, [pCRow0, #32]
+       ldur    q0, [pCRow2]
+       ldur    q1, [pCRow2, #16]
+
+
+       fmla    v4.4s, v20.4s, alphaV0
+       fmla    v5.4s, v21.4s, alphaV0
+       stp     q4, q5, [pCRow1]
+       ldur    q2, [pCRow2, #32]
+       ldur    q3, [pCRow2, #48]
+
+       fmla    v6.4s, v22.4s, alphaV0
+       fmla    v7.4s, v23.4s, alphaV0
+       stp     q6, q7, [pCRow1, #32]
+       ldur    q4, [pCRow3]
+       ldur    q5, [pCRow3, #16]
+
+       fmla    v0.4s, v24.4s, alphaV0
+       fmla    v1.4s, v25.4s, alphaV0
+       stp     q0, q1, [pCRow2]
+       ldur    q6, [pCRow3, #32]
+       ldur    q7, [pCRow3, #48]
+
+       fmla    v2.4s, v26.4s, alphaV0
+       fmla    v3.4s, v27.4s, alphaV0
+       stp     q2, q3, [pCRow2, #32]
+
+       fmla    v4.4s, v28.4s, alphaV0
+       fmla    v5.4s, v29.4s, alphaV0
+       stp     q4, q5, [pCRow3]
+
+       fmla    v6.4s, v30.4s, alphaV0
+       fmla    v7.4s, v31.4s, alphaV0
+       stp     q6, q7, [pCRow3, #32]
+
+       add     pCRow0, pCRow0, #64
+       add     pCRow1, pCRow1, #64
+       add     pCRow2, pCRow2, #64
+       add     pCRow3, pCRow3, #64
+.endm
+
+/******************************************************************************/
+
+.macro INIT8x4
+       fmov            s16, wzr
+       fmov            s17, wzr
+       fmov            s20, wzr
+       fmov            s21, s16
+       fmov            s24, wzr
+       fmov            s25, s16
+       fmov            s28, wzr
+       fmov            s29, s16
+.endm
+
+.macro KERNEL8x4_I
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     q0, [pA], #16
+       ldr     q1, [pA], #16
+
+       fmul    v16.4s, v0.4s, v8.s[0]
+       fmul    v17.4s, v1.4s, v8.s[0]
+       fmul    v20.4s, v0.4s, v9.s[0]
+       fmul    v21.4s, v1.4s, v9.s[0]
+       fmul    v24.4s, v0.4s, v10.s[0]
+       fmul    v25.4s, v1.4s, v10.s[0]
+       fmul    v28.4s, v0.4s, v11.s[0]
+       fmul    v29.4s, v1.4s, v11.s[0]
+
+       ldp     s12, s13, [pB], #8
+       ldp     s14, s15, [pB], #8
+
+       ldr     q4, [pA], #16
+       ldr     q5, [pA], #16
+.endm
+
+.macro KERNEL8x4_M1
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+       fmla    v20.4s, v0.4s, v9.s[0]
+       fmla    v21.4s, v1.4s, v9.s[0]
+       fmla    v24.4s, v0.4s, v10.s[0]
+       fmla    v25.4s, v1.4s, v10.s[0]
+       fmla    v28.4s, v0.4s, v11.s[0]
+       fmla    v29.4s, v1.4s, v11.s[0]
+
+       ldp     s12, s13, [pB], #8
+       ldp     s14, s15, [pB], #8
+
+       ldr     q4, [pA], #16
+       ldr     q5, [pA], #16
+.endm
+
+.macro KERNEL8x4_M2
+       fmla    v16.4s, v4.4s, v12.s[0]
+       fmla    v17.4s, v5.4s, v12.s[0]
+       fmla    v20.4s, v4.4s, v13.s[0]
+       fmla    v21.4s, v5.4s, v13.s[0]
+       fmla    v24.4s, v4.4s, v14.s[0]
+       fmla    v25.4s, v5.4s, v14.s[0]
+       fmla    v28.4s, v4.4s, v15.s[0]
+       fmla    v29.4s, v5.4s, v15.s[0]
+
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     q0, [pA], #16
+       ldr     q1, [pA], #16
+.endm
+
+.macro KERNEL8x4_E
+       fmla    v16.4s, v4.4s, v12.s[0]
+       fmla    v17.4s, v5.4s, v12.s[0]
+       fmla    v20.4s, v4.4s, v13.s[0]
+       fmla    v21.4s, v5.4s, v13.s[0]
+       fmla    v24.4s, v4.4s, v14.s[0]
+       fmla    v25.4s, v5.4s, v14.s[0]
+       fmla    v28.4s, v4.4s, v15.s[0]
+       fmla    v29.4s, v5.4s, v15.s[0]
+.endm
+
+.macro KERNEL8x4_SUB
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     q0, [pA], #16
+       ldr     q1, [pA], #16
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+       fmla    v20.4s, v0.4s, v9.s[0]
+       fmla    v21.4s, v1.4s, v9.s[0]
+       fmla    v24.4s, v0.4s, v10.s[0]
+       fmla    v25.4s, v1.4s, v10.s[0]
+       fmla    v28.4s, v0.4s, v11.s[0]
+       fmla    v29.4s, v1.4s, v11.s[0]
+.endm
+
+.macro SAVE8x4
+       fmov    alpha0, alpha
+
+       ldp     q0, q1, [pCRow0]
+       fmla    v0.4s, v16.4s, alphaV0
+       fmla    v1.4s, v17.4s, alphaV0
+       stp     q0, q1, [pCRow0]
+
+       add     pCRow0, pCRow0, #32
+
+       ldp     q2, q3, [pCRow1]
+       fmla    v2.4s, v20.4s, alphaV0
+       fmla    v3.4s, v21.4s, alphaV0
+       stp     q2, q3, [pCRow1]
+
+       add     pCRow1, pCRow1, #32
+
+       ldp     q4, q5, [pCRow2]
+       fmla    v4.4s, v24.4s, alphaV0
+       fmla    v5.4s, v25.4s, alphaV0
+       stp     q4, q5, [pCRow2]
+
+       add     pCRow2, pCRow2, #32
+
+       ldp     q6, q7, [pCRow3]
+       fmla    v6.4s, v28.4s, alphaV0
+       fmla    v7.4s, v29.4s, alphaV0
+       stp     q6, q7, [pCRow3]
+
+       add     pCRow3, pCRow3, #32
+.endm
+
+/******************************************************************************/
+
+.macro INIT4x4
+       fmov            s16, wzr
+       fmov            s20, wzr
+       fmov            s24, wzr
+       fmov            s28, wzr
+.endm
+
+.macro KERNEL4x4_I
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     q0, [pA], #16
+
+       fmul    v16.4s, v0.4s, v8.s[0]
+       fmul    v20.4s, v0.4s, v9.s[0]
+       fmul    v24.4s, v0.4s, v10.s[0]
+       fmul    v28.4s, v0.4s, v11.s[0]
+
+       ldp     s12, s13, [pB], #8
+       ldp     s14, s15, [pB], #8
+
+       ldr     q1, [pA], #16
+.endm
+
+.macro KERNEL4x4_M1
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v20.4s, v0.4s, v9.s[0]
+       fmla    v24.4s, v0.4s, v10.s[0]
+       fmla    v28.4s, v0.4s, v11.s[0]
+
+       ldp     s12, s13, [pB], #8
+       ldp     s14, s15, [pB], #8
+
+       ldr     q1, [pA], #16
+.endm
+
+.macro KERNEL4x4_M2
+       fmla    v16.4s, v1.4s, v12.s[0]
+       fmla    v20.4s, v1.4s, v13.s[0]
+       fmla    v24.4s, v1.4s, v14.s[0]
+       fmla    v28.4s, v1.4s, v15.s[0]
+
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     q0, [pA], #16
+.endm
+
+.macro KERNEL4x4_E
+       fmla    v16.4s, v1.4s, v12.s[0]
+       fmla    v20.4s, v1.4s, v13.s[0]
+       fmla    v24.4s, v1.4s, v14.s[0]
+       fmla    v28.4s, v1.4s, v15.s[0]
+.endm
+
+.macro KERNEL4x4_SUB
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     q0, [pA], #16
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v20.4s, v0.4s, v9.s[0]
+       fmla    v24.4s, v0.4s, v10.s[0]
+       fmla    v28.4s, v0.4s, v11.s[0]
+.endm
+
+.macro SAVE4x4
+       fmov    alpha0, alpha
+
+       ldr     q0, [pCRow0]
+       fmla    v0.4s, v16.4s, alphaV0
+       str     q0, [pCRow0]
+
+       add     pCRow0, pCRow0, #16
+
+       ldr     q1, [pCRow1]
+       fmla    v1.4s, v20.4s, alphaV0
+       str     q1, [pCRow1]
+
+       add     pCRow1, pCRow1, #16
+
+       ldr     q2, [pCRow2]
+       fmla    v2.4s, v24.4s, alphaV0
+       str     q2, [pCRow2]
+
+       add     pCRow2, pCRow2, #16
+
+       ldr     q3, [pCRow3]
+       fmla    v3.4s, v28.4s, alphaV0
+       str     q3, [pCRow3]
+
+       add     pCRow3, pCRow3, #16
+.endm
+
+/******************************************************************************/
+
+.macro INIT2x4
+       fmov            s16, wzr
+       fmov            s20, s16
+       fmov            s24, s20
+       fmov            s28, s16
+.endm
+
+.macro KERNEL2x4_SUB
+       ldp     s8, s9, [pB], #8
+       ldp     s10, s11, [pB], #8
+
+       ldr     d0, [pA], #8
+
+       fmla    v16.2s, v0.2s, v8.s[0]
+       fmla    v20.2s, v0.2s, v9.s[0]
+       fmla    v24.2s, v0.2s, v10.s[0]
+       fmla    v28.2s, v0.2s, v11.s[0]
+.endm
+
+.macro SAVE2x4
+       fmov    alpha0, alpha
+
+       ldr     d0, [pCRow0]
+       fmla    v0.2s, v16.2s, alphaV0
+       str     d0, [pCRow0]
+
+       add     pCRow0, pCRow0, #8
+
+       ldr     d1, [pCRow1]
+       fmla    v1.2s, v20.2s, alphaV0
+       str     d1, [pCRow1]
+
+       add     pCRow1, pCRow1, #8
+
+       ldr     d0, [pCRow2]
+       fmla    v0.2s, v24.2s, alphaV0
+       str     d0, [pCRow2]
+
+       add     pCRow2, pCRow2, #8
+
+       ldr     d1, [pCRow3]
+       fmla    v1.2s, v28.2s, alphaV0
+       str     d1, [pCRow3]
+
+       add     pCRow3, pCRow3, #8
+.endm
+
+/******************************************************************************/
+
+.macro INIT1x4
+       fmov            s16, wzr
+       fmov            s20, s16
+.endm
+
+.macro KERNEL1x4_SUB
+       ldr     s0, [pA]
+       add     pA, pA, #4
+
+       ld1     {v8.2s, v9.2s}, [pB]
+       add     pB, pB, #16
+
+       fmla    v16.2s, v8.2s, v0.s[0]
+       fmla    v20.2s, v9.2s, v0.s[0]
+.endm
+
+.macro SAVE1x4
+       fmov    alpha0, alpha
+
+       ld1     {v8.s}[0], [pCRow0]
+       ld1     {v8.s}[1], [pCRow1]
+       fmla    v8.2s, v16.2s, alphaV0
+       st1     {v8.s}[0], [pCRow0]
+       st1     {v8.s}[1], [pCRow1]
+
+       add     pCRow0, pCRow0, #4
+       add     pCRow1, pCRow1, #4
+
+       ld1     {v12.s}[0], [pCRow2]
+       ld1     {v12.s}[1], [pCRow3]
+       fmla    v12.2s, v20.2s, alphaV0
+       st1     {v12.s}[0], [pCRow2]
+       st1     {v12.s}[1], [pCRow3]
+
+       add     pCRow2, pCRow2, #4
+       add     pCRow3, pCRow3, #4
+.endm
+
+/******************************************************************************/
+
+.macro INIT16x2
+       fmov    s16, wzr
+       fmov    s17, wzr
+       fmov    s18, wzr
+       fmov    s19, s16
+       fmov    s20, wzr
+       fmov    s21, s16
+       fmov    s22, wzr
+       fmov    s23, s16
+.endm
+
+.macro KERNEL16x2_SUB
+       ld1     {v8.2s}, [pB]
+       add     pB, pB, #8
+       ld1     {v0.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v1.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v2.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v3.4s}, [pA]
+       add     pA, pA, #16
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+       fmla    v18.4s, v2.4s, v8.s[0]
+       fmla    v19.4s, v3.4s, v8.s[0]
+
+       fmla    v20.4s, v0.4s, v8.s[1]
+       fmla    v21.4s, v1.4s, v8.s[1]
+       fmla    v22.4s, v2.4s, v8.s[1]
+       fmla    v23.4s, v3.4s, v8.s[1]
+.endm
+
+.macro SAVE16x2
+       fmov    alpha0, alpha
+
+       add     pCRow1, pCRow0, LDC
+
+       ld1     {v0.4s, v1.4s, v2.4s, v3.4s}, [pCRow0]
+       fmla    v0.4s, v16.4s, alphaV0
+       fmla    v1.4s, v17.4s, alphaV0
+       fmla    v2.4s, v18.4s, alphaV0
+       fmla    v3.4s, v19.4s, alphaV0
+       st1     {v0.4s, v1.4s, v2.4s, v3.4s}, [pCRow0]
+
+       ld1     {v4.4s, v5.4s, v6.4s, v7.4s}, [pCRow1]
+       fmla    v4.4s, v20.4s, alphaV0
+       fmla    v5.4s, v21.4s, alphaV0
+       fmla    v6.4s, v22.4s, alphaV0
+       fmla    v7.4s, v23.4s, alphaV0
+       st1     {v4.4s, v5.4s, v6.4s, v7.4s}, [pCRow1]
+
+       add     pCRow0, pCRow0, #64
+.endm
+
+/******************************************************************************/
+
+.macro INIT8x2
+       fmov    s16, wzr
+       fmov    s17, s16
+       fmov    s20, s17
+       fmov    s21, s16
+.endm
+
+.macro KERNEL8x2_SUB
+       ld1     {v8.2s}, [pB]
+       add     pB, pB, #8
+       ld1     {v0.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v1.4s}, [pA]
+       add     pA, pA, #16
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+
+       fmla    v20.4s, v0.4s, v8.s[1]
+       fmla    v21.4s, v1.4s, v8.s[1]
+.endm
+
+.macro SAVE8x2
+       fmov    alpha0, alpha
+
+       add     pCRow1, pCRow0, LDC
+
+       ld1     {v0.4s, v1.4s}, [pCRow0]
+       fmla    v0.4s, v16.4s, alphaV0
+       fmla    v1.4s, v17.4s, alphaV0
+       st1     {v0.4s, v1.4s}, [pCRow0]
+
+       add     pCRow2, pCRow1, LDC
+
+       ld1     {v4.4s, v5.4s}, [pCRow1]
+       fmla    v4.4s, v20.4s, alphaV0
+       fmla    v5.4s, v21.4s, alphaV0
+       st1     {v4.4s, v5.4s}, [pCRow1]
+
+       add     pCRow0, pCRow0, #32
+.endm
+
+/******************************************************************************/
+
+.macro INIT4x2
+       fmov    s16, wzr
+       fmov    s17, s16
+       fmov    s20, s17
+       fmov    s21, s16
+.endm
+
+.macro KERNEL4x2_SUB
+       ld1     {v8.2s}, [pB]
+       add     pB, pB, #8
+       ld1     {v0.2s, v1.2s}, [pA]
+       add     pA, pA, #16
+
+       fmla    v16.2s, v0.2s, v8.s[0]
+       fmla    v17.2s, v1.2s, v8.s[0]
+       fmla    v20.2s, v0.2s, v8.s[1]
+       fmla    v21.2s, v1.2s, v8.s[1]
+.endm
+
+.macro SAVE4x2
+       fmov    alpha0, alpha
+
+       ld1     {v8.2s, v9.2s}, [pCRow0]
+       fmla    v8.2s, v16.2s, alphaV0
+       fmla    v9.2s, v17.2s, alphaV0
+       st1     {v8.2s, v9.2s}, [pCRow0]
+
+       add     pCRow1, pCRow0, LDC
+       ld1     {v12.2s, v13.2s}, [pCRow1]
+       fmla    v12.2s, v20.2s, alphaV0
+       fmla    v13.2s, v21.2s, alphaV0
+       st1     {v12.2s, v13.2s}, [pCRow1]
+
+       add     pCRow0, pCRow0, #16
+.endm
+
+/******************************************************************************/
+
+.macro INIT2x2
+       fmov            s16, wzr
+       fmov            s20, s16
+.endm
+
+.macro KERNEL2x2_SUB
+       ld1     {v8.2s}, [pB]
+       add     pB, pB, #8
+
+       ld1     {v0.2s}, [pA]
+       add     pA, pA, #8
+
+       fmla    v16.2s, v0.2s, v8.s[0]
+       fmla    v20.2s, v0.2s, v8.s[1]
+.endm
+
+.macro SAVE2x2
+       fmov    alpha0, alpha
+
+       ld1     {v8.2s}, [pCRow0]
+       fmla    v8.2s, v16.2s, alphaV0
+       st1     {v8.2s}, [pCRow0]
+
+       add     pCRow1 , pCRow0, LDC
+       ld1     {v12.2s}, [pCRow1]
+       fmla    v12.2s, v20.2s, alphaV0
+       st1     {v12.2s}, [pCRow1]
+
+       add     pCRow0, pCRow0, #8
+.endm
+
+/******************************************************************************/
+
+.macro INIT1x2
+       fmov            s16, wzr
+.endm
+
+.macro KERNEL1x2_SUB
+       ld1     {v8.2s} , [pB]
+       add     pB , pB, #8
+
+       ldr     s0 , [pA]
+       add     pA, pA, #4
+
+       fmla    v16.2s, v8.2s, v0.s[0]
+.endm
+
+.macro SAVE1x2
+       fmov    alpha0, alpha
+
+       add     pCRow1 , pCRow0, LDC
+       ld1     {v8.s}[0], [pCRow0]
+       ld1     {v8.s}[1], [pCRow1]
+       fmla    v8.2s, v16.2s, alphaV0
+       st1     {v8.s}[0], [pCRow0]
+       st1     {v8.s}[1], [pCRow1]
+
+       add     pCRow0, pCRow0, #4
+.endm
+
+/******************************************************************************/
+
+.macro INIT16x1
+       fmov    s16, wzr
+       fmov    s17, wzr
+       fmov    s18, wzr
+       fmov    s19, s16
+.endm
+
+.macro KERNEL16x1_SUB
+       ldr     s8, [pB]
+       add     pB , pB, #4
+
+       ld1     {v0.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v1.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v2.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v3.4s}, [pA]
+       add     pA, pA, #16
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+       fmla    v18.4s, v2.4s, v8.s[0]
+       fmla    v19.4s, v3.4s, v8.s[0]
+.endm
+
+.macro SAVE16x1
+       fmov    alpha0, alpha
+
+       ld1     {v0.4s, v1.4s, v2.4s, v3.4s}, [pCRow0]
+       fmla    v0.4s, v16.4s, alphaV0
+       fmla    v1.4s, v17.4s, alphaV0
+       fmla    v2.4s, v18.4s, alphaV0
+       fmla    v3.4s, v19.4s, alphaV0
+       st1     {v0.4s, v1.4s, v2.4s, v3.4s}, [pCRow0]
+
+       add     pCRow0, pCRow0, #64
+.endm
+
+/******************************************************************************/
+
+.macro INIT8x1
+       fmov    s16, wzr
+       fmov    s17, wzr
+.endm
+
+.macro KERNEL8x1_SUB
+       ldr     s8, [pB]
+       add     pB , pB, #4
+
+       ld1     {v0.4s}, [pA]
+       add     pA, pA, #16
+       ld1     {v1.4s}, [pA]
+       add     pA, pA, #16
+
+       fmla    v16.4s, v0.4s, v8.s[0]
+       fmla    v17.4s, v1.4s, v8.s[0]
+.endm
+
+.macro SAVE8x1
+       fmov    alpha0, alpha
+
+       ld1     {v0.4s, v1.4s}, [pCRow0]
+       fmla    v0.4s, v16.4s, alphaV0
+       fmla    v1.4s, v17.4s, alphaV0
+       st1     {v0.4s, v1.4s}, [pCRow0]
+
+       add     pCRow0, pCRow0, #32
+.endm
+
+/******************************************************************************/
+
+.macro INIT4x1
+       fmov    s16, wzr
+       fmov    s17, s16
+.endm
+
+.macro KERNEL4x1_SUB
+       ldr     s8, [pB]
+       add     pB , pB, #4
+
+       ld1     {v0.2s, v1.2s}, [pA]
+       add     pA , pA, #16
+
+       fmla    v16.2s, v0.2s, v8.s[0]
+       fmla    v17.2s, v1.2s, v8.s[0]
+.endm
+
+.macro SAVE4x1
+       fmov    alpha0, alpha
+
+       ld1     {v8.2s, v9.2s}, [pCRow0]
+       fmla    v8.2s, v16.2s, alphaV0
+       fmla    v9.2s, v17.2s, alphaV0
+       st1     {v8.2s, v9.2s}, [pCRow0]
+
+       add     pCRow0, pCRow0, #16
+.endm
+
+/******************************************************************************/
+
+.macro INIT2x1
+       fmov            s16, wzr
+.endm
+
+.macro KERNEL2x1_SUB
+       ldr     s8, [pB]
+       add     pB , pB, #4
+
+       ld1     {v0.2s}, [pA]
+       add     pA , pA, #8
+
+       fmla    v16.2s, v0.2s, v8.s[0]
+.endm
+
+.macro SAVE2x1
+       fmov    alpha0, alpha
+
+       ld1     {v8.2s}, [pCRow0]
+       fmla    v8.2s, v16.2s, alphaV0
+       st1     {v8.2s}, [pCRow0]
+
+       add     pCRow0, pCRow0, #8
+.endm
+
+/******************************************************************************/
+
+.macro INIT1x1
+       fmov    s16, wzr
+.endm
+
+.macro KERNEL1x1_SUB
+       ldr     s8, [pB]
+       add     pB , pB, #4
+
+       ldr     s0, [pA]
+       add     pA , pA, #4
+
+       fmadd   s16, s0, s8, s16  
+.endm
+
+.macro SAVE1x1
+       fmov    alpha0, alpha
+
+       ldr     s8, [pCRow0]
+       fmla    s8, s16, alphaV0
+       str     s8, [pCRow0]
+
+       add     pCRow0, pCRow0, #4
+.endm
+
+.macro KERNEL16x4_M1_M2_x1
+       KERNEL16x4_M1
+       KERNEL16x4_M2
+.endm
+
+.macro KERNEL16x4_M1_M2_x2
+       KERNEL16x4_M1_M2_x1
+       KERNEL16x4_M1_M2_x1
+.endm
+
+.macro KERNEL16x4_M1_M2_x4
+       KERNEL16x4_M1_M2_x2
+       KERNEL16x4_M1_M2_x2
+.endm
+
+.macro KERNEL16x4_M1_M2_x8
+       KERNEL16x4_M1_M2_x4
+       KERNEL16x4_M1_M2_x4
+.endm
+
+.macro KERNEL16x4_M1_M2_x16
+       KERNEL16x4_M1_M2_x8
+       KERNEL16x4_M1_M2_x8
+.endm
+
+.macro KERNEL16x4_M1_M2_x32
+       KERNEL16x4_M1_M2_x16
+       KERNEL16x4_M1_M2_x16
+.endm
+
+.macro KERNEL16x4_M1_M2_x64
+       KERNEL16x4_M1_M2_x32
+       KERNEL16x4_M1_M2_x32
+.endm
+
+/*******************************************************************************
+* End of macro definitions
+*******************************************************************************/
+
+       PROLOGUE
+
+sgemm_kernel_begin:
+
+       .align 5
+       add     sp, sp, #-(11 * 16)
+       stp     d8, d9, [sp, #(0 * 16)]
+       stp     d10, d11, [sp, #(1 * 16)]
+       stp     d12, d13, [sp, #(2 * 16)]
+       stp     d14, d15, [sp, #(3 * 16)]
+       stp     d16, d17, [sp, #(4 * 16)]
+       stp     x18, x19, [sp, #(5 * 16)]
+       stp     x20, x21, [sp, #(6 * 16)]
+       stp     x22, x23, [sp, #(7 * 16)]
+       stp     x24, x25, [sp, #(8 * 16)]
+       stp     x26, x27, [sp, #(9 * 16)]
+       str     x28, [sp, #(10 * 16)]
+
+       prfm    PLDL1KEEP, [origPB]
+       prfm    PLDL1KEEP, [origPA]
+
+       fmov    alpha, s0
+
+       lsl     LDC, LDC, #2                    // ldc = ldc * 4
+
+       mov     pB, origPB
+
+       mov     counterJ, origN
+       asr     counterJ, counterJ, #2          // J = J / 4
+       cmp     counterJ, #0
+       ble     sgemm_kernel_L2_BEGIN
+
+/******************************************************************************/
+
+sgemm_kernel_L4_BEGIN:
+       mov     pCRow0, pC
+       add     pCRow1, pCRow0, LDC
+       add     pCRow2, pCRow1, LDC
+       add     pCRow3, pCRow2, LDC
+
+       add     pC, pCRow3, LDC
+
+       mov     pA, origPA                      // pA = start of A array
+
+sgemm_kernel_L4_M16_BEGIN:
+
+       mov     counterI, origM
+       asr     counterI, counterI, #4          // counterI = counterI / 16
+       cmp     counterI, #0
+       ble     sgemm_kernel_L4_M8_BEGIN
+
+       .align 5
+sgemm_kernel_L4_M16_20:
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #4        // L = K / 16
+       cmp     counterL , #2
+       blt     sgemm_kernel_L4_M16_32
+
+       KERNEL16x4_I
+       KERNEL16x4_M2
+       KERNEL16x4_M1_M2_x4
+       KERNEL16x4_M1_M2_x2
+       KERNEL16x4_M1_M2_x1
+
+       subs    counterL, counterL, #2
+       ble     sgemm_kernel_L4_M16_22a
+
+       .align 5
+sgemm_kernel_L4_M16_22:
+
+       KERNEL16x4_M1_M2_x8
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M16_22
+
+       .align 5
+sgemm_kernel_L4_M16_22a:
+
+       KERNEL16x4_M1_M2_x4
+       KERNEL16x4_M1_M2_x2
+       KERNEL16x4_M1_M2_x1
+       KERNEL16x4_M1
+       KERNEL16x4_E
+
+       b        sgemm_kernel_L4_M16_44
+
+       .align 5
+sgemm_kernel_L4_M16_32:
+
+       tst     counterL, #1
+       ble     sgemm_kernel_L4_M16_40
+
+       KERNEL16x4_I
+       KERNEL16x4_M2
+       KERNEL16x4_M1_M2_x4
+       KERNEL16x4_M1_M2_x2
+       KERNEL16x4_M1
+       KERNEL16x4_E
+
+       b       sgemm_kernel_L4_M16_44
+
+sgemm_kernel_L4_M16_40:
+
+       INIT16x4
+
+sgemm_kernel_L4_M16_44:
+
+       ands    counterL , origK, #15
+       ble     sgemm_kernel_L4_M16_100
+
+       .align 5
+sgemm_kernel_L4_M16_46:
+
+       KERNEL16x4_SUB
+       subs    counterL, counterL, #1
+       bne     sgemm_kernel_L4_M16_46
+
+sgemm_kernel_L4_M16_100:
+       prfm    PLDL1KEEP, [pA]
+       prfm    PLDL1KEEP, [pA, #64]
+       prfm    PLDL1KEEP, [origPB]
+
+       SAVE16x4
+
+sgemm_kernel_L4_M16_END:
+       subs    counterI, counterI, #1
+       bne     sgemm_kernel_L4_M16_20
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L4_M8_BEGIN:
+
+       mov     counterI, origM
+       tst     counterI , #15
+       ble     sgemm_kernel_L4_END
+
+       tst     counterI, #8
+       ble     sgemm_kernel_L4_M4_BEGIN
+
+sgemm_kernel_L4_M8_20:
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #1            // L = K / 2
+       cmp     counterL , #2                   // is there at least 4 to do?
+       blt     sgemm_kernel_L4_M8_32
+
+       KERNEL8x4_I                             // do one in the K
+       KERNEL8x4_M2                            // do another in the K
+
+       subs    counterL, counterL, #2
+       ble     sgemm_kernel_L4_M8_22a
+       .align 5
+
+sgemm_kernel_L4_M8_22:
+
+       KERNEL8x4_M1
+       KERNEL8x4_M2
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M8_22
+
+sgemm_kernel_L4_M8_22a:
+
+       KERNEL8x4_M1
+       KERNEL8x4_E
+
+       b        sgemm_kernel_L4_M8_44
+
+sgemm_kernel_L4_M8_32:
+
+       tst     counterL, #1
+       ble     sgemm_kernel_L4_M8_40
+
+       KERNEL8x4_I
+       KERNEL8x4_E
+
+       b       sgemm_kernel_L4_M8_44
+
+sgemm_kernel_L4_M8_40:
+
+       INIT8x4
+
+sgemm_kernel_L4_M8_44:
+
+       ands    counterL , origK, #1
+       ble     sgemm_kernel_L4_M8_100
+
+sgemm_kernel_L4_M8_46:
+
+       KERNEL8x4_SUB
+
+sgemm_kernel_L4_M8_100:
+
+       SAVE8x4
+
+sgemm_kernel_L4_M8_END:
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L4_M4_BEGIN:
+
+       mov     counterI, origM
+       tst     counterI , #7
+       ble     sgemm_kernel_L4_END
+
+       tst     counterI, #4
+       ble     sgemm_kernel_L4_M2_BEGIN
+
+sgemm_kernel_L4_M4_20:
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #1            // L = K / 2
+       cmp     counterL , #2                   // is there at least 4 to do?
+       blt     sgemm_kernel_L4_M4_32
+
+       KERNEL4x4_I                             // do one in the K
+       KERNEL4x4_M2                            // do another in the K
+
+       subs    counterL, counterL, #2
+       ble     sgemm_kernel_L4_M4_22a
+       .align 5
+
+sgemm_kernel_L4_M4_22:
+
+       KERNEL4x4_M1
+       KERNEL4x4_M2
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M4_22
+
+sgemm_kernel_L4_M4_22a:
+
+       KERNEL4x4_M1
+       KERNEL4x4_E
+
+       b        sgemm_kernel_L4_M4_44
+
+sgemm_kernel_L4_M4_32:
+
+       tst     counterL, #1
+       ble     sgemm_kernel_L4_M4_40
+
+       KERNEL4x4_I
+       KERNEL4x4_E
+
+       b       sgemm_kernel_L4_M4_44
+
+sgemm_kernel_L4_M4_40:
+
+       INIT4x4
+
+sgemm_kernel_L4_M4_44:
+
+       ands    counterL , origK, #1
+       ble     sgemm_kernel_L4_M4_100
+
+sgemm_kernel_L4_M4_46:
+
+       KERNEL4x4_SUB
+
+sgemm_kernel_L4_M4_100:
+
+       SAVE4x4
+
+sgemm_kernel_L4_M4_END:
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L4_M2_BEGIN:
+
+       mov     counterI, origM
+       tst     counterI , #3
+       ble     sgemm_kernel_L4_END
+
+       tst     counterI, #2                    // counterI = counterI / 2
+       ble     sgemm_kernel_L4_M1_BEGIN
+
+sgemm_kernel_L4_M2_20:
+
+       INIT2x4
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L4_M2_40
+
+sgemm_kernel_L4_M2_22:
+
+       KERNEL2x4_SUB
+       KERNEL2x4_SUB
+       KERNEL2x4_SUB
+       KERNEL2x4_SUB
+
+       KERNEL2x4_SUB
+       KERNEL2x4_SUB
+       KERNEL2x4_SUB
+       KERNEL2x4_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M2_22
+
+
+sgemm_kernel_L4_M2_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L4_M2_100
+
+sgemm_kernel_L4_M2_42:
+
+       KERNEL2x4_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M2_42
+
+sgemm_kernel_L4_M2_100:
+
+       SAVE2x4
+
+sgemm_kernel_L4_M2_END:
+
+
+sgemm_kernel_L4_M1_BEGIN:
+
+       tst     counterI, #1                    // counterI = counterI % 2
+       ble     sgemm_kernel_L4_END
+
+sgemm_kernel_L4_M1_20:
+
+       INIT1x4
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L4_M1_40
+
+sgemm_kernel_L4_M1_22:
+       KERNEL1x4_SUB
+       KERNEL1x4_SUB
+       KERNEL1x4_SUB
+       KERNEL1x4_SUB
+
+       KERNEL1x4_SUB
+       KERNEL1x4_SUB
+       KERNEL1x4_SUB
+       KERNEL1x4_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M1_22
+
+
+sgemm_kernel_L4_M1_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L4_M1_100
+
+sgemm_kernel_L4_M1_42:
+
+       KERNEL1x4_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L4_M1_42
+
+sgemm_kernel_L4_M1_100:
+
+       SAVE1x4
+
+sgemm_kernel_L4_END:
+       add     origPB, origPB, origK, lsl #4   // B = B + K * 4 * 4
+
+       subs    counterJ, counterJ , #1         // j--
+       bgt     sgemm_kernel_L4_BEGIN
+
+
+/******************************************************************************/
+
+sgemm_kernel_L2_BEGIN:   // less than 2 left in N direction
+
+       mov     counterJ , origN
+       tst     counterJ , #3
+       ble     sgemm_kernel_L999
+
+       tst     counterJ , #2
+       ble     sgemm_kernel_L1_BEGIN
+
+       mov     pCRow0, pC                      // pCRow0 = pC
+
+       add     pC,pC,LDC, lsl #1
+
+       mov     pA, origPA                      // pA = A
+
+sgemm_kernel_L2_M16_BEGIN:
+
+       mov     counterI, origM
+       asr     counterI, counterI, #4          // counterI = counterI / 16
+       cmp     counterI,#0
+       ble     sgemm_kernel_L2_M8_BEGIN
+
+sgemm_kernel_L2_M16_20:
+
+       INIT16x2
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL,#0
+       ble     sgemm_kernel_L2_M16_40
+       .align 5
+
+sgemm_kernel_L2_M16_22:
+       KERNEL16x2_SUB
+       KERNEL16x2_SUB
+       KERNEL16x2_SUB
+       KERNEL16x2_SUB
+
+       KERNEL16x2_SUB
+       KERNEL16x2_SUB
+       KERNEL16x2_SUB
+       KERNEL16x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M16_22
+
+
+sgemm_kernel_L2_M16_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L2_M16_100
+
+sgemm_kernel_L2_M16_42:
+
+       KERNEL16x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M16_42
+
+sgemm_kernel_L2_M16_100:
+
+       SAVE16x2
+
+sgemm_kernel_L2_M16_END:
+
+       subs    counterI, counterI, #1
+       bgt     sgemm_kernel_L2_M16_20
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L2_M8_BEGIN:
+       mov     counterI, origM
+       tst     counterI , #15
+       ble     sgemm_kernel_L2_END
+
+       tst     counterI, #8
+       ble     sgemm_kernel_L2_M4_BEGIN
+
+sgemm_kernel_L2_M8_20:
+
+       INIT8x2
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL,#0
+       ble     sgemm_kernel_L2_M8_40
+       .align 5
+
+sgemm_kernel_L2_M8_22:
+       KERNEL8x2_SUB
+       KERNEL8x2_SUB
+       KERNEL8x2_SUB
+       KERNEL8x2_SUB
+
+       KERNEL8x2_SUB
+       KERNEL8x2_SUB
+       KERNEL8x2_SUB
+       KERNEL8x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M8_22
+
+
+sgemm_kernel_L2_M8_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L2_M8_100
+
+sgemm_kernel_L2_M8_42:
+
+       KERNEL8x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M8_42
+
+sgemm_kernel_L2_M8_100:
+
+       SAVE8x2
+
+sgemm_kernel_L2_M8_END:
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L2_M4_BEGIN:
+       mov     counterI, origM
+       tst     counterI , #7
+       ble     sgemm_kernel_L2_END
+
+       tst     counterI, #4
+       ble     sgemm_kernel_L2_M2_BEGIN
+
+sgemm_kernel_L2_M4_20:
+
+       INIT4x2
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL,#0
+       ble     sgemm_kernel_L2_M4_40
+       .align 5
+
+sgemm_kernel_L2_M4_22:
+       KERNEL4x2_SUB
+       KERNEL4x2_SUB
+       KERNEL4x2_SUB
+       KERNEL4x2_SUB
+
+       KERNEL4x2_SUB
+       KERNEL4x2_SUB
+       KERNEL4x2_SUB
+       KERNEL4x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M4_22
+
+
+sgemm_kernel_L2_M4_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L2_M4_100
+
+sgemm_kernel_L2_M4_42:
+
+       KERNEL4x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M4_42
+
+sgemm_kernel_L2_M4_100:
+
+       SAVE4x2
+
+sgemm_kernel_L2_M4_END:
+
+//------------------------------------------------------------------------------
+
+
+sgemm_kernel_L2_M2_BEGIN:
+
+       mov     counterI, origM
+       tst     counterI , #3
+       ble     sgemm_kernel_L2_END
+
+       tst     counterI, #2                    // counterI = counterI / 2
+       ble     sgemm_kernel_L2_M1_BEGIN
+
+sgemm_kernel_L2_M2_20:
+
+       INIT2x2
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+        cmp    counterL,#0
+       ble     sgemm_kernel_L2_M2_40
+
+sgemm_kernel_L2_M2_22:
+
+       KERNEL2x2_SUB
+       KERNEL2x2_SUB
+       KERNEL2x2_SUB
+       KERNEL2x2_SUB
+
+       KERNEL2x2_SUB
+       KERNEL2x2_SUB
+       KERNEL2x2_SUB
+       KERNEL2x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M2_22
+
+
+sgemm_kernel_L2_M2_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L2_M2_100
+
+sgemm_kernel_L2_M2_42:
+
+       KERNEL2x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M2_42
+
+sgemm_kernel_L2_M2_100:
+
+       SAVE2x2
+
+sgemm_kernel_L2_M2_END:
+
+
+sgemm_kernel_L2_M1_BEGIN:
+
+       tst     counterI, #1                    // counterI = counterI % 2
+       ble     sgemm_kernel_L2_END
+
+sgemm_kernel_L2_M1_20:
+
+       INIT1x2
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+        cmp     counterL, #0
+       ble     sgemm_kernel_L2_M1_40
+
+sgemm_kernel_L2_M1_22:
+       KERNEL1x2_SUB
+       KERNEL1x2_SUB
+       KERNEL1x2_SUB
+       KERNEL1x2_SUB
+
+       KERNEL1x2_SUB
+       KERNEL1x2_SUB
+       KERNEL1x2_SUB
+       KERNEL1x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M1_22
+
+
+sgemm_kernel_L2_M1_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L2_M1_100
+
+sgemm_kernel_L2_M1_42:
+
+       KERNEL1x2_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L2_M1_42
+
+sgemm_kernel_L2_M1_100:
+
+       SAVE1x2
+
+sgemm_kernel_L2_END:
+
+       add     origPB, origPB, origK, lsl #3   // B = B + K * 2 * 4
+
+/******************************************************************************/
+
+sgemm_kernel_L1_BEGIN:
+
+       mov     counterJ , origN
+       tst     counterJ , #1
+       ble     sgemm_kernel_L999 // done
+
+
+       mov     pCRow0, pC                      // pCRow0 = C
+       add     pC , pC , LDC                   // Update pC to point to next
+
+       mov     pA, origPA                      // pA = A
+
+sgemm_kernel_L1_M16_BEGIN:
+
+       mov     counterI, origM
+       asr     counterI, counterI, #4          // counterI = counterI / 16
+       cmp     counterI, #0
+       ble     sgemm_kernel_L1_M8_BEGIN
+
+sgemm_kernel_L1_M16_20:
+
+       INIT16x1
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L1_M16_40
+       .align 5
+
+sgemm_kernel_L1_M16_22:
+       KERNEL16x1_SUB
+       KERNEL16x1_SUB
+       KERNEL16x1_SUB
+       KERNEL16x1_SUB
+
+       KERNEL16x1_SUB
+       KERNEL16x1_SUB
+       KERNEL16x1_SUB
+       KERNEL16x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M16_22
+
+
+sgemm_kernel_L1_M16_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L1_M16_100
+
+sgemm_kernel_L1_M16_42:
+
+       KERNEL16x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M16_42
+
+sgemm_kernel_L1_M16_100:
+
+       SAVE16x1
+
+sgemm_kernel_L1_M16_END:
+
+       subs    counterI, counterI, #1
+       bgt     sgemm_kernel_L1_M16_20
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L1_M8_BEGIN:
+
+       mov     counterI, origM
+       tst     counterI , #15
+       ble     sgemm_kernel_L1_END
+
+       tst     counterI, #8
+       ble     sgemm_kernel_L1_M4_BEGIN
+
+sgemm_kernel_L1_M8_20:
+
+       INIT8x1
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L1_M8_40
+       .align 5
+
+sgemm_kernel_L1_M8_22:
+       KERNEL8x1_SUB
+       KERNEL8x1_SUB
+       KERNEL8x1_SUB
+       KERNEL8x1_SUB
+
+       KERNEL8x1_SUB
+       KERNEL8x1_SUB
+       KERNEL8x1_SUB
+       KERNEL8x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M8_22
+
+
+sgemm_kernel_L1_M8_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L1_M8_100
+
+sgemm_kernel_L1_M8_42:
+
+       KERNEL8x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M8_42
+
+sgemm_kernel_L1_M8_100:
+
+       SAVE8x1
+
+sgemm_kernel_L1_M8_END:
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L1_M4_BEGIN:
+       mov     counterI, origM
+       tst     counterI , #7
+       ble     sgemm_kernel_L1_END
+
+       tst     counterI, #4
+       ble     sgemm_kernel_L1_M2_BEGIN
+
+sgemm_kernel_L1_M4_20:
+
+       INIT4x1
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L1_M4_40
+       .align 5
+
+sgemm_kernel_L1_M4_22:
+       KERNEL4x1_SUB
+       KERNEL4x1_SUB
+       KERNEL4x1_SUB
+       KERNEL4x1_SUB
+
+       KERNEL4x1_SUB
+       KERNEL4x1_SUB
+       KERNEL4x1_SUB
+       KERNEL4x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M4_22
+
+
+sgemm_kernel_L1_M4_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L1_M4_100
+
+sgemm_kernel_L1_M4_42:
+
+       KERNEL4x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M4_42
+
+sgemm_kernel_L1_M4_100:
+
+       SAVE4x1
+
+sgemm_kernel_L1_M4_END:
+
+//------------------------------------------------------------------------------
+
+sgemm_kernel_L1_M2_BEGIN:
+
+       mov     counterI, origM
+       tst     counterI , #3
+       ble     sgemm_kernel_L1_END
+
+       tst     counterI, #2                    // counterI = counterI / 2
+       ble     sgemm_kernel_L1_M1_BEGIN
+
+sgemm_kernel_L1_M2_20:
+
+       INIT2x1
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L1_M2_40
+
+sgemm_kernel_L1_M2_22:
+
+       KERNEL2x1_SUB
+       KERNEL2x1_SUB
+       KERNEL2x1_SUB
+       KERNEL2x1_SUB
+
+       KERNEL2x1_SUB
+       KERNEL2x1_SUB
+       KERNEL2x1_SUB
+       KERNEL2x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M2_22
+
+
+sgemm_kernel_L1_M2_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L1_M2_100
+
+sgemm_kernel_L1_M2_42:
+
+       KERNEL2x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M2_42
+
+sgemm_kernel_L1_M2_100:
+
+       SAVE2x1
+
+sgemm_kernel_L1_M2_END:
+
+
+sgemm_kernel_L1_M1_BEGIN:
+
+       tst     counterI, #1                    // counterI = counterI % 2
+       ble     sgemm_kernel_L1_END
+
+sgemm_kernel_L1_M1_20:
+
+       INIT1x1
+
+       mov     pB, origPB
+
+       asr     counterL , origK, #3            // counterL = counterL / 8
+       cmp     counterL , #0
+       ble     sgemm_kernel_L1_M1_40
+
+sgemm_kernel_L1_M1_22:
+       KERNEL1x1_SUB
+       KERNEL1x1_SUB
+       KERNEL1x1_SUB
+       KERNEL1x1_SUB
+
+       KERNEL1x1_SUB
+       KERNEL1x1_SUB
+       KERNEL1x1_SUB
+       KERNEL1x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M1_22
+
+
+sgemm_kernel_L1_M1_40:
+
+       ands    counterL , origK, #7            // counterL = counterL % 8
+       ble     sgemm_kernel_L1_M1_100
+
+sgemm_kernel_L1_M1_42:
+
+       KERNEL1x1_SUB
+
+       subs    counterL, counterL, #1
+       bgt     sgemm_kernel_L1_M1_42
+
+sgemm_kernel_L1_M1_100:
+
+       SAVE1x1
+
+sgemm_kernel_L1_END:
+
+sgemm_kernel_L999:
+       mov     x0, #0                          // set return value
+       ldp     d8, d9, [sp, #(0 * 16)]
+       ldp     d10, d11, [sp, #(1 * 16)]
+       ldp     d12, d13, [sp, #(2 * 16)]
+       ldp     d14, d15, [sp, #(3 * 16)]
+       ldp     d16, d17, [sp, #(4 * 16)]
+       ldp     x18, x19, [sp, #(5 * 16)]
+       ldp     x20, x21, [sp, #(6 * 16)]
+       ldp     x22, x23, [sp, #(7 * 16)]
+       ldp     x24, x25, [sp, #(8 * 16)]
+       ldp     x26, x27, [sp, #(9 * 16)]
+       ldr     x28, [sp, #(10 * 16)]
+       add     sp, sp, #(11*16)
+       ret
+
+       EPILOGUE
+
diff --git a/param.h b/param.h
index 62b4db7..1ceccd5 100644 (file)
--- a/param.h
+++ b/param.h
@@ -2326,17 +2326,17 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define ZGEMM_DEFAULT_UNROLL_M  4
 #define ZGEMM_DEFAULT_UNROLL_N  4
 
-#define SGEMM_DEFAULT_P        512
+#define SGEMM_DEFAULT_P        sgemm_p
 #define DGEMM_DEFAULT_P        dgemm_p
 #define CGEMM_DEFAULT_P 256
 #define ZGEMM_DEFAULT_P 128
 
-#define SGEMM_DEFAULT_Q 1024
+#define SGEMM_DEFAULT_Q sgemm_q
 #define DGEMM_DEFAULT_Q dgemm_q
 #define CGEMM_DEFAULT_Q 512
 #define ZGEMM_DEFAULT_Q 512
 
-#define SGEMM_DEFAULT_R 4096
+#define SGEMM_DEFAULT_R sgemm_r
 #define DGEMM_DEFAULT_R dgemm_r
 #define CGEMM_DEFAULT_R 4096
 #define ZGEMM_DEFAULT_R 2048
@@ -2482,17 +2482,17 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define ZGEMM_DEFAULT_UNROLL_M  4
 #define ZGEMM_DEFAULT_UNROLL_N  4
 
-#define SGEMM_DEFAULT_P        512
+#define SGEMM_DEFAULT_P        sgemm_p
 #define DGEMM_DEFAULT_P        dgemm_p
 #define CGEMM_DEFAULT_P 256
 #define ZGEMM_DEFAULT_P 128
 
-#define SGEMM_DEFAULT_Q 1024
+#define SGEMM_DEFAULT_Q sgemm_q
 #define DGEMM_DEFAULT_Q dgemm_q
 #define CGEMM_DEFAULT_Q 512
 #define ZGEMM_DEFAULT_Q 512
 
-#define SGEMM_DEFAULT_R 4096
+#define SGEMM_DEFAULT_R sgemm_r
 #define DGEMM_DEFAULT_R dgemm_r
 #define CGEMM_DEFAULT_R 4096
 #define ZGEMM_DEFAULT_R 2048