test / src /f32-gemm /4x2-aarch64-neonfma-cortex-a75.S.in
Androidonnxfork's picture
Upload folder using huggingface_hub
8b7c501
raw
history blame
No virus
12.5 kB
// Copyright 2019 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.
#include <xnnpack/assembly.h>
# void xnn_f32_gemm${"inc" if INC else ""}_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75${"_prfm" if PREFETCH else ""}(
# size_t mr, x0
# size_t nc, x1
# size_t kc, x2 / x0
# const float* a, x3
# size_t a_stride, x4
# const float* w, x5
# float* c, x6
# size_t cm_stride, x7
# size_t cn_stride, [sp] -> x14
$if INC:
# const float* acc, [sp + 8] -> x15
# const xnn_f32_minmax_params* params) [sp + 16] -> x8
$else:
# const xnn_f32_minmax_params* params) [sp + 8] -> x8
# d8-d15, x19-x30 need to be preserved if used. x18 is reserved by the OS.
// Register usage
// A0 x3 v0 v4
// A1 x11 v1 v5
// A2 x12 v2 v6
// A3 x4 v3 v7
// B x5 v16 v17 v18 v19 v20 v21 v22 v23
// C0 x6 v24 v25
// C1 x9 v26 v27
// C2 x10 v28 v29
// C3 x7 v30 v31
// clamp v4 v5
BEGIN_FUNCTION xnn_f32_gemm${"inc" if INC else ""}_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75${"_prfm" if PREFETCH else ""}
$if INC:
# Load cn_stride, acc
LDP x14, x15, [sp]
# Load params pointer
LDR x8, [sp, 16]
$else:
# Load cn_stride, params pointer
LDP x14, x8, [sp]
# Load min/max values
LD2R {v4.2s, v5.2s}, [x8]
# Clamp A and C pointers
CMP x0, 2 // if mr < 2
ADD x11, x3, x4 // a1 = a0 + a_stride
ADD x9, x6, x7 // c1 = c0 + cm_stride
CSEL x11, x3, x11, LO // a1 = a0
CSEL x9, x6, x9, LO // c1 = c0
ADD x12, x11, x4 // a2 = a1 + a_stride
ADD x10, x9, x7 // c2 = c1 + cm_stride
// if mr <= 2
CSEL x12, x11, x12, LS // a2 = a1
CSEL x10, x9, x10, LS // c2 = c1
CMP x0, 4 // if mr < 4
ADD x4, x12, x4 // a3 = a2 + a_stride
ADD x7, x10, x7 // c3 = c2 + cm_stride
CSEL x4, x12, x4, LO // a3 = a2
CSEL x7, x10, x7, LO // c3 = c2
0:
$if INC:
# Load initial accumulators
LDR d24, [x15], 8
LDR d26, [x15], 8
LDR d28, [x15], 8
LDR d30, [x15], 8
$else:
# Load initial bias from w into accumulators
LDR d24, [x5], 8
MOV v26.8b, v24.8b
MOV v30.8b, v24.8b
MOV v28.8b, v24.8b
MOVI v25.2s, 0
$if PREFETCH:
PRFM PLDL1KEEP, [x5, 64]
MOVI v27.2s, 0
$if PREFETCH:
PRFM PLDL1KEEP, [x5, 128]
MOVI v29.2s, 0
$if PREFETCH:
PRFM PLDL1KEEP, [x5, 192]
MOVI v31.2s, 0
$if PREFETCH:
PRFM PLDL1KEEP, [x5, 256]
# Is there at least 8 floats (32 bytes) for prologue + epilogue?
SUBS x0, x2, 32 // k = kc - 32
B.LO 4f
# Prologue
# Read first block of 4 A and B.
LDR q0, [x3], 16
LDP d20, d21, [x5], 16
LDR q1, [x11], 16
LDR q2, [x12], 16
LDR q3, [x4], 16
LDP d22, d23, [x5], 16
# Is there at least 32. yes do main loop
SUBS x0, x0, 32
B.LO 2f
# Main loop - 8 floats of A (32 bytes)
1:
# First block of 4. FMA for first 4, loads for 2nd block of 4.
FMLA v24.2s, v20.2s, v0.s[0]
LDR q4, [x3], 16
FMLA v26.2s, v20.2s, v1.s[0]
FMLA v28.2s, v20.2s, v2.s[0]
LDR d16, [x5, 0]
FMLA v30.2s, v20.2s, v3.s[0]
FMLA v25.2s, v21.2s, v0.s[1]
LDR q5, [x11], 16
FMLA v27.2s, v21.2s, v1.s[1]
FMLA v29.2s, v21.2s, v2.s[1]
LDR q6, [x12], 16
FMLA v31.2s, v21.2s, v3.s[1]
FMLA v24.2s, v22.2s, v0.s[2]
LDR q7, [x4], 16
FMLA v26.2s, v22.2s, v1.s[2]
FMLA v28.2s, v22.2s, v2.s[2]
LDR d17, [x5, 8]
FMLA v30.2s, v22.2s, v3.s[2]
FMLA v25.2s, v23.2s, v0.s[3]
LDR d18, [x5, 16]
FMLA v27.2s, v23.2s, v1.s[3]
FMLA v29.2s, v23.2s, v2.s[3]
LDR d19, [x5, 24]
FMLA v31.2s, v23.2s, v3.s[3]
$if PREFETCH:
PRFM PLDL1KEEP, [x5, 320]
# Second block of 4. FMA for second 4, loads for 1st block of 4.
FMLA v24.2s, v16.2s, v4.s[0]
LDR q0, [x3], 16
FMLA v26.2s, v16.2s, v5.s[0]
FMLA v28.2s, v16.2s, v6.s[0]
LDR d20, [x5, 32]
FMLA v30.2s, v16.2s, v7.s[0]
FMLA v25.2s, v17.2s, v4.s[1]
LDR q1, [x11], 16
FMLA v27.2s, v17.2s, v5.s[1]
FMLA v29.2s, v17.2s, v6.s[1]
LDR q2, [x12], 16
FMLA v31.2s, v17.2s, v7.s[1]
FMLA v24.2s, v18.2s, v4.s[2]
LDR q3, [x4], 16
FMLA v26.2s, v18.2s, v5.s[2]
FMLA v28.2s, v18.2s, v6.s[2]
LDR d21, [x5, 40]
FMLA v30.2s, v18.2s, v7.s[2]
SUBS x0, x0, 32
FMLA v25.2s, v19.2s, v4.s[3]
LDR d22, [x5, 48]
FMLA v27.2s, v19.2s, v5.s[3]
LDR d23, [x5, 56]
FMLA v29.2s, v19.2s, v6.s[3]
ADD x5, x5, 64
FMLA v31.2s, v19.2s, v7.s[3]
B.HS 1b
2:
# Epilogue
# First block of 4. FMA for first 4, loads for 2nd block of 4.
FMLA v24.2s, v20.2s, v0.s[0]
LDR q4, [x3], 16
FMLA v26.2s, v20.2s, v1.s[0]
FMLA v28.2s, v20.2s, v2.s[0]
LDR d16, [x5, 0]
FMLA v30.2s, v20.2s, v3.s[0]
FMLA v25.2s, v21.2s, v0.s[1]
LDR q5, [x11], 16
FMLA v27.2s, v21.2s, v1.s[1]
FMLA v29.2s, v21.2s, v2.s[1]
LDR q6, [x12], 16
FMLA v31.2s, v21.2s, v3.s[1]
FMLA v24.2s, v22.2s, v0.s[2]
LDR q7, [x4], 16
FMLA v26.2s, v22.2s, v1.s[2]
FMLA v28.2s, v22.2s, v2.s[2]
LDR d17, [x5, 8]
FMLA v30.2s, v22.2s, v3.s[2]
FMLA v25.2s, v23.2s, v0.s[3]
LDR d18, [x5, 16]
FMLA v27.2s, v23.2s, v1.s[3]
FMLA v29.2s, v23.2s, v2.s[3]
LDR d19, [x5, 24]
FMLA v31.2s, v23.2s, v3.s[3]
$if PREFETCH:
PRFM PLDL1KEEP, [x5, 320]
# Second block of 4. FMA for second 4, no loads
FMLA v24.2s, v16.2s, v4.s[0]
FMLA v26.2s, v16.2s, v5.s[0]
FMLA v28.2s, v16.2s, v6.s[0]
FMLA v30.2s, v16.2s, v7.s[0]
FMLA v25.2s, v17.2s, v4.s[1]
FMLA v27.2s, v17.2s, v5.s[1]
FMLA v29.2s, v17.2s, v6.s[1]
FMLA v31.2s, v17.2s, v7.s[1]
FMLA v24.2s, v18.2s, v4.s[2]
FMLA v26.2s, v18.2s, v5.s[2]
FMLA v28.2s, v18.2s, v6.s[2]
ADDS x0, x0, 32
FMLA v30.2s, v18.2s, v7.s[2]
FMLA v25.2s, v19.2s, v4.s[3]
ADD x5, x5, 32
FMLA v27.2s, v19.2s, v5.s[3]
FMLA v29.2s, v19.2s, v6.s[3]
LD2R {v4.2s, v5.2s}, [x8] // Load min/max values
FMLA v31.2s, v19.2s, v7.s[3]
# Is there a remainder? up to 8 floats (32 bytes)
B.NE 4f
3:
FADD v24.2s, v24.2s, v25.2s
FADD v26.2s, v26.2s, v27.2s
FADD v28.2s, v28.2s, v29.2s
FADD v30.2s, v30.2s, v31.2s
# Clamp
FMAX v24.2s, v24.2s, v4.2s
FMAX v26.2s, v26.2s, v4.2s
FMAX v28.2s, v28.2s, v4.2s
FMAX v30.2s, v30.2s, v4.2s
SUBS x1, x1, 2
FMIN v24.2s, v24.2s, v5.2s
FMIN v26.2s, v26.2s, v5.2s
FMIN v28.2s, v28.2s, v5.2s
FMIN v30.2s, v30.2s, v5.2s
# Store full 4 x 2
B.LO 7f
$if INC:
STR d30, [x7]
SUB x3, x3, x2 // a0 -= kc
ADD x7, x7, x14
STR d28, [x10]
SUB x11, x11, x2 // a1 -= kc
ADD x10, x10, x14
STR d26, [x9]
SUB x12, x12, x2 // a2 -= kc
ADD x9, x9, x14
STR d24, [x6]
SUB x4, x4, x2 // a3 -= kc
ADD x6, x6, x14
$else:
STR d24, [x6]
SUB x3, x3, x2 // a0 -= kc
ADD x6, x6, x14
STR d26, [x9]
SUB x11, x11, x2 // a1 -= kc
ADD x9, x9, x14
STR d28, [x10]
SUB x12, x12, x2 // a2 -= kc
ADD x10, x10, x14
STR d30, [x7]
SUB x4, x4, x2 // a3 -= kc
ADD x7, x7, x14
B.HI 0b
RET
4:
# Remainder- 4 floats of A (16 bytes)
TBZ x0, 4, 5f
LDR q0, [x3], 16
LDP d20, d21, [x5], 16
LDR q1, [x11], 16
LDR q2, [x12], 16
LDR q3, [x4], 16
LDP d22, d23, [x5], 16
FMLA v24.2s, v20.2s, v0.s[0]
FMLA v26.2s, v20.2s, v1.s[0]
FMLA v28.2s, v20.2s, v2.s[0]
FMLA v30.2s, v20.2s, v3.s[0]
FMLA v25.2s, v21.2s, v0.s[1]
FMLA v27.2s, v21.2s, v1.s[1]
FMLA v29.2s, v21.2s, v2.s[1]
FMLA v31.2s, v21.2s, v3.s[1]
FMLA v24.2s, v22.2s, v0.s[2]
FMLA v26.2s, v22.2s, v1.s[2]
FMLA v28.2s, v22.2s, v2.s[2]
FMLA v30.2s, v22.2s, v3.s[2]
FMLA v25.2s, v23.2s, v0.s[3]
FMLA v27.2s, v23.2s, v1.s[3]
FMLA v29.2s, v23.2s, v2.s[3]
FMLA v31.2s, v23.2s, v3.s[3]
5:
# Remainder- 2 floats of A (8 bytes)
TBZ x0, 3, 6f
LDR d0, [x3], 8
LDP d20, d21, [x5], 16
LDR d1, [x11], 8
LDR d2, [x12], 8
LDR d3, [x4], 8
FMLA v24.2s, v20.2s, v0.s[0]
FMLA v26.2s, v20.2s, v1.s[0]
FMLA v28.2s, v20.2s, v2.s[0]
FMLA v30.2s, v20.2s, v3.s[0]
FMLA v25.2s, v21.2s, v0.s[1]
FMLA v27.2s, v21.2s, v1.s[1]
FMLA v29.2s, v21.2s, v2.s[1]
FMLA v31.2s, v21.2s, v3.s[1]
6:
# Remainder- 1 float of A (4 bytes)
TBZ x0, 2, 3b
LDR s0, [x3], 4
LDR d20, [x5], 8
LDR s1, [x11], 4
LDR s2, [x12], 4
LDR s3, [x4], 4
FMLA v24.2s, v20.2s, v0.s[0]
FMLA v26.2s, v20.2s, v1.s[0]
FMLA v28.2s, v20.2s, v2.s[0]
FMLA v30.2s, v20.2s, v3.s[0]
B 3b
# Store odd width
7:
$if INC:
STR s30, [x7]
STR s28, [x10]
STR s26, [x9]
STR s24, [x6]
$else:
STR s24, [x6]
STR s26, [x9]
STR s28, [x10]
STR s30, [x7]
RET
END_FUNCTION xnn_f32_gemm${"inc" if INC else ""}_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75${"_prfm" if PREFETCH else ""}
#ifdef __ELF__
.section ".note.GNU-stack","",%progbits
#endif