xref: /aosp_15_r20/external/XNNPACK/src/f32-gemm/MRx2-neon-ld64.c.in (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2019 Google LLC
2*4bdc9457SAndroid Build Coastguard Worker//
3*4bdc9457SAndroid Build Coastguard Worker// This source code is licensed under the BSD-style license found in the
4*4bdc9457SAndroid Build Coastguard Worker// LICENSE file in the root directory of this source tree.
5*4bdc9457SAndroid Build Coastguard Worker
6*4bdc9457SAndroid Build Coastguard Worker$assert NR == 2
7*4bdc9457SAndroid Build Coastguard Worker#include <assert.h>
8*4bdc9457SAndroid Build Coastguard Worker
9*4bdc9457SAndroid Build Coastguard Worker#include <arm_neon.h>
10*4bdc9457SAndroid Build Coastguard Worker
11*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h>
12*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/gemm.h>
13*4bdc9457SAndroid Build Coastguard Worker
14*4bdc9457SAndroid Build Coastguard Worker
15*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_gemm${"inc" if INC else ""}_minmax_ukernel_${MR}x${NR}__${"neonfma" if FMA else "neon"}_lane_ld64(
16*4bdc9457SAndroid Build Coastguard Worker    size_t mr,
17*4bdc9457SAndroid Build Coastguard Worker    size_t nc,
18*4bdc9457SAndroid Build Coastguard Worker    size_t kc,
19*4bdc9457SAndroid Build Coastguard Worker    const float* restrict a,
20*4bdc9457SAndroid Build Coastguard Worker    size_t a_stride,
21*4bdc9457SAndroid Build Coastguard Worker    const float*restrict w,
22*4bdc9457SAndroid Build Coastguard Worker    float*restrict c,
23*4bdc9457SAndroid Build Coastguard Worker    size_t cm_stride,
24*4bdc9457SAndroid Build Coastguard Worker    size_t cn_stride,
25*4bdc9457SAndroid Build Coastguard Worker    $if INC:
26*4bdc9457SAndroid Build Coastguard Worker      const float*restrict acc,
27*4bdc9457SAndroid Build Coastguard Worker    const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
28*4bdc9457SAndroid Build Coastguard Worker{
29*4bdc9457SAndroid Build Coastguard Worker  assert(mr != 0);
30*4bdc9457SAndroid Build Coastguard Worker  assert(mr <= ${MR});
31*4bdc9457SAndroid Build Coastguard Worker  assert(nc != 0);
32*4bdc9457SAndroid Build Coastguard Worker  assert(kc != 0);
33*4bdc9457SAndroid Build Coastguard Worker  assert(kc % sizeof(float) == 0);
34*4bdc9457SAndroid Build Coastguard Worker  assert(a != NULL);
35*4bdc9457SAndroid Build Coastguard Worker  assert(w != NULL);
36*4bdc9457SAndroid Build Coastguard Worker  assert(c != NULL);
37*4bdc9457SAndroid Build Coastguard Worker  $if INC:
38*4bdc9457SAndroid Build Coastguard Worker    assert(acc != NULL);
39*4bdc9457SAndroid Build Coastguard Worker
40*4bdc9457SAndroid Build Coastguard Worker  const float* a0 = a;
41*4bdc9457SAndroid Build Coastguard Worker  float* c0 = c;
42*4bdc9457SAndroid Build Coastguard Worker  $for M in range(1, MR):
43*4bdc9457SAndroid Build Coastguard Worker    const float* a${M} = (const float*) ((uintptr_t) a${M-1} + a_stride);
44*4bdc9457SAndroid Build Coastguard Worker    float* c${M} = (float*) ((uintptr_t) c${M-1} + cm_stride);
45*4bdc9457SAndroid Build Coastguard Worker    $if M % 2 == 0:
46*4bdc9457SAndroid Build Coastguard Worker      if XNN_UNPREDICTABLE(mr <= ${M}) {
47*4bdc9457SAndroid Build Coastguard Worker        a${M} = a${M-1};
48*4bdc9457SAndroid Build Coastguard Worker        c${M} = c${M-1};
49*4bdc9457SAndroid Build Coastguard Worker      }
50*4bdc9457SAndroid Build Coastguard Worker    $elif M + 1 == MR:
51*4bdc9457SAndroid Build Coastguard Worker      if XNN_UNPREDICTABLE(mr != ${M+1}) {
52*4bdc9457SAndroid Build Coastguard Worker        a${M} = a${M-1};
53*4bdc9457SAndroid Build Coastguard Worker        c${M} = c${M-1};
54*4bdc9457SAndroid Build Coastguard Worker      }
55*4bdc9457SAndroid Build Coastguard Worker    $else:
56*4bdc9457SAndroid Build Coastguard Worker      if XNN_UNPREDICTABLE(mr < ${M+1}) {
57*4bdc9457SAndroid Build Coastguard Worker        a${M} = a${M-1};
58*4bdc9457SAndroid Build Coastguard Worker        c${M} = c${M-1};
59*4bdc9457SAndroid Build Coastguard Worker      }
60*4bdc9457SAndroid Build Coastguard Worker
61*4bdc9457SAndroid Build Coastguard Worker  do {
62*4bdc9457SAndroid Build Coastguard Worker    $if INC:
63*4bdc9457SAndroid Build Coastguard Worker      $for M in range(0, MR):
64*4bdc9457SAndroid Build Coastguard Worker        float32x2_t vacc${M}x01 = vld1_f32(w); w += 2;
65*4bdc9457SAndroid Build Coastguard Worker    $else:
66*4bdc9457SAndroid Build Coastguard Worker      float32x2_t vacc0x01 = vld1_f32(w); w += 2;
67*4bdc9457SAndroid Build Coastguard Worker      $for M in range(1, MR):
68*4bdc9457SAndroid Build Coastguard Worker        float32x2_t vacc${M}x01 = vacc0x01;
69*4bdc9457SAndroid Build Coastguard Worker
70*4bdc9457SAndroid Build Coastguard Worker    size_t k = kc;
71*4bdc9457SAndroid Build Coastguard Worker    for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
72*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
73*4bdc9457SAndroid Build Coastguard Worker        const float32x2_t va${M} = vld1_f32(a${M}); a${M} += 2;
74*4bdc9457SAndroid Build Coastguard Worker
75*4bdc9457SAndroid Build Coastguard Worker      $for L in range(2):
76*4bdc9457SAndroid Build Coastguard Worker        const float32x2_t vb01c${L} = vld1_f32(w); w += 2;
77*4bdc9457SAndroid Build Coastguard Worker
78*4bdc9457SAndroid Build Coastguard Worker        $if FMA:
79*4bdc9457SAndroid Build Coastguard Worker          #if XNN_ARCH_ARM64
80*4bdc9457SAndroid Build Coastguard Worker            $for M in range(MR):
81*4bdc9457SAndroid Build Coastguard Worker              vacc${M}x01 = vfma_lane_f32(vacc${M}x01, vb01c${L}, va${M}, ${L});
82*4bdc9457SAndroid Build Coastguard Worker          #else
83*4bdc9457SAndroid Build Coastguard Worker            $for M in range(MR):
84*4bdc9457SAndroid Build Coastguard Worker              const float32x2_t va${M}c${L} = vdup_lane_f32(va${M}, ${L});
85*4bdc9457SAndroid Build Coastguard Worker            $for M in range(MR):
86*4bdc9457SAndroid Build Coastguard Worker              vacc${M}x01 = vfma_f32(vacc${M}x01, va${M}c${L}, vb01c${L});
87*4bdc9457SAndroid Build Coastguard Worker          #endif
88*4bdc9457SAndroid Build Coastguard Worker        $else:
89*4bdc9457SAndroid Build Coastguard Worker          $for M in range(MR):
90*4bdc9457SAndroid Build Coastguard Worker            vacc${M}x01 = vmla_lane_f32(vacc${M}x01, vb01c${L}, va${M}, ${L});
91*4bdc9457SAndroid Build Coastguard Worker    }
92*4bdc9457SAndroid Build Coastguard Worker    if XNN_UNLIKELY(k != 0) {
93*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
94*4bdc9457SAndroid Build Coastguard Worker        const float32x2_t va${M} = vld1_dup_f32(a${M}); a${M} += 1;
95*4bdc9457SAndroid Build Coastguard Worker
96*4bdc9457SAndroid Build Coastguard Worker      const float32x2_t vb01 = vld1_f32(w); w += 2;
97*4bdc9457SAndroid Build Coastguard Worker
98*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
99*4bdc9457SAndroid Build Coastguard Worker        $if FMA:
100*4bdc9457SAndroid Build Coastguard Worker          vacc${M}x01 = vfma_f32(vacc${M}x01, va${M}, vb01);
101*4bdc9457SAndroid Build Coastguard Worker        $else:
102*4bdc9457SAndroid Build Coastguard Worker          vacc${M}x01 = vmla_f32(vacc${M}x01, va${M}, vb01);
103*4bdc9457SAndroid Build Coastguard Worker    }
104*4bdc9457SAndroid Build Coastguard Worker
105*4bdc9457SAndroid Build Coastguard Worker    const float32x2_t vmax = vld1_dup_f32(&params->scalar.max);
106*4bdc9457SAndroid Build Coastguard Worker    $for N in range(0, NR, 4):
107*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
108*4bdc9457SAndroid Build Coastguard Worker        vacc${M}x01 = vmin_f32(vacc${M}x01, vmax);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker    const float32x2_t vmin = vld1_dup_f32(&params->scalar.min);
111*4bdc9457SAndroid Build Coastguard Worker    $for N in range(0, NR, 4):
112*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
113*4bdc9457SAndroid Build Coastguard Worker        vacc${M}x01 = vmax_f32(vacc${M}x01, vmin);
114*4bdc9457SAndroid Build Coastguard Worker
115*4bdc9457SAndroid Build Coastguard Worker    if XNN_LIKELY(nc >= ${NR}) {
116*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
117*4bdc9457SAndroid Build Coastguard Worker        vst1_f32(c${M}, vacc${M}x01);
118*4bdc9457SAndroid Build Coastguard Worker        c${M} = (float*) ((uintptr_t) c${M} + cn_stride);
119*4bdc9457SAndroid Build Coastguard Worker
120*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
121*4bdc9457SAndroid Build Coastguard Worker        a${M} = (const float*) ((uintptr_t) a${M} - kc);
122*4bdc9457SAndroid Build Coastguard Worker
123*4bdc9457SAndroid Build Coastguard Worker      nc -= ${NR};
124*4bdc9457SAndroid Build Coastguard Worker    } else {
125*4bdc9457SAndroid Build Coastguard Worker      assert(nc == 1);
126*4bdc9457SAndroid Build Coastguard Worker      $for M in range(MR):
127*4bdc9457SAndroid Build Coastguard Worker        vst1_lane_f32(c${M}, vacc${M}x01, 0);
128*4bdc9457SAndroid Build Coastguard Worker
129*4bdc9457SAndroid Build Coastguard Worker      nc = 0;
130*4bdc9457SAndroid Build Coastguard Worker    }
131*4bdc9457SAndroid Build Coastguard Worker  } while (nc != 0);
132*4bdc9457SAndroid Build Coastguard Worker}
133