• Home
  • Line#
  • Scopes#
  • Navigate#
  • Raw
  • Download
1// Copyright 2019 Google LLC
2//
3// This source code is licensed under the BSD-style license found in the
4// LICENSE file in the root directory of this source tree.
5
6$assert NR % 8 == 0
7$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ"
8#include <assert.h>
9
10#include <immintrin.h>
11
12#include <xnnpack/gemm.h>
13
14
15$ISA = {0: "avx", 3: "fma3"}[FMA]
16void xnn_f32_gemm${"inc" if INC else ""}_ukernel_${MR}x${NR}__${ISA}_broadcast(
17    size_t mr,
18    size_t nc,
19    size_t kc,
20    const float*restrict a,
21    size_t a_stride,
22    const float*restrict w,
23    float*restrict c,
24    size_t cm_stride,
25    size_t cn_stride,
26    $if INC:
27      const float*restrict acc,
28    const union xnn_f32_output_params params[restrict static 1])
29{
30  assert(mr != 0);
31  assert(mr <= ${MR});
32  assert(nc != 0);
33  assert(kc != 0);
34  assert(kc % sizeof(float) == 0);
35  assert(a != NULL);
36  assert(w != NULL);
37  assert(c != NULL);
38  $if INC:
39    assert(acc != NULL);
40
41  const float* a0 = a;
42  float* c0 = c;
43  $for M in range(1, MR):
44    const float* a${M} = (const float*) ((uintptr_t) a${M-1} + a_stride);
45    float* c${M} = (float*) ((uintptr_t) c${M-1} + cm_stride);
46    $if M % 2 == 0:
47      if XNN_UNPREDICTABLE(mr <= ${M}) {
48        a${M} = a${M-1};
49        c${M} = c${M-1};
50      }
51    $elif M + 1 == MR:
52      if XNN_UNPREDICTABLE(mr != ${M+1}) {
53        a${M} = a${M-1};
54        c${M} = c${M-1};
55      }
56    $else:
57      if XNN_UNPREDICTABLE(mr < ${M+1}) {
58        a${M} = a${M-1};
59        c${M} = c${M-1};
60      }
61
62  do {
63    $if INC:
64      $for M in range(MR):
65        $for N in range(0, NR, 8):
66          __m256 vacc${M}x${ABC[N:N+8]} = _mm256_load_ps(acc + ${M*NR+N});
67      acc += ${MR*NR};
68    $else:
69      $for N in range(0, NR, 8):
70        __m256 vacc0x${ABC[N:N+8]} = _mm256_load_ps(w + ${N});
71      $for M in range(1, MR):
72        $for N in range(0, NR, 8):
73          __m256 vacc${M}x${ABC[N:N+8]} = vacc0x${ABC[N:N+8]};
74      w += ${NR};
75
76    size_t k = kc;
77    do {
78      $for M in range(MR):
79        const __m256 va${M} = _mm256_broadcast_ss(a${M});
80        a${M} += 1;
81
82      const __m256 vb${ABC[0:8]} = _mm256_load_ps(w);
83      $for N in range(8, NR, 8):
84        const __m256 vb${ABC[N:N+8]} = _mm256_load_ps(w + ${N});
85      w += ${NR};
86
87      $for N in range(0, NR, 8):
88        $for M in range(MR):
89          $if FMA == 3:
90            vacc${M}x${ABC[N:N+8]} = _mm256_fmadd_ps(va${M}, vb${ABC[N:N+8]}, vacc${M}x${ABC[N:N+8]});
91          $else:
92            vacc${M}x${ABC[N:N+8]} = _mm256_add_ps(vacc${M}x${ABC[N:N+8]}, _mm256_mul_ps(va${M}, vb${ABC[N:N+8]}));
93
94      k -= sizeof(float);
95    } while (k != 0);
96
97    const __m256 vmax = _mm256_broadcast_ps((const __m128*) params->sse.max);
98    $for N in range(0, NR, 8):
99      $for M in range(MR):
100        vacc${M}x${ABC[N:N+8]} = _mm256_min_ps(vacc${M}x${ABC[N:N+8]}, vmax);
101
102    const __m256 vmin = _mm256_broadcast_ps((const __m128*) params->sse.min);
103    $for N in range(0, NR, 8):
104      $for M in range(MR):
105        vacc${M}x${ABC[N:N+8]} = _mm256_max_ps(vacc${M}x${ABC[N:N+8]}, vmin);
106
107    if XNN_LIKELY(nc >= ${NR}) {
108      $for M in reversed(range(MR)):
109        _mm256_storeu_ps(c${M}, vacc${M}x${ABC[0:8]});
110        $for N in range(8, NR, 8):
111          _mm256_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+8]});
112        c${M} = (float*) ((uintptr_t) c${M} + cn_stride);
113
114      $for M in reversed(range(MR)):
115        a${M} = (const float*) ((uintptr_t) a${M} - kc);
116
117      nc -= ${NR};
118    } else {
119      $for LOG2N in reversed(range(NR.bit_length())):
120        $if NR != 1 << LOG2N:
121          if (nc & ${1 << LOG2N}) {
122            $if LOG2N >= 3:
123              $for M in reversed(range(MR)):
124                _mm256_storeu_ps(c${M}, vacc${M}x${ABC[0:8]});
125                $for N in range(8, 1 << LOG2N, 8):
126                  _mm256_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+8]});
127
128              $for M in reversed(range(MR)):
129                $for N in range(0, 1 << (LOG2N - 1), 8):
130                  vacc${M}x${ABC[N:N+8]} = vacc${M}x${ABC[N + (1 << LOG2N):N + (1 << LOG2N)+8]};
131
132              $for M in reversed(range(MR)):
133                c${M} += ${1 << LOG2N};
134            $elif LOG2N == 2:
135              $for M in reversed(range(MR)):
136                _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]});
137
138              $for M in reversed(range(MR)):
139                vacc${M}x${ABC[0:4]} = _mm256_extractf128_ps(vacc${M}x${ABC[0:8]}, 1);
140
141              $for M in reversed(range(MR)):
142                c${M} += 4;
143            $elif LOG2N == 1:
144              $for M in reversed(range(MR)):
145                _mm_storel_pi((__m64*) c${M}, vacc${M}x${ABC[0:4]});
146
147              $for M in reversed(range(MR)):
148                vacc${M}x${ABC[0:4]} = _mm_movehl_ps(vacc${M}x${ABC[0:4]}, vacc${M}x${ABC[0:4]});
149
150              $for M in reversed(range(MR)):
151                c${M} += 2;
152            $elif LOG2N == 0:
153              $for M in reversed(range(MR)):
154                _mm_store_ss(c${M}, vacc${M}x${ABC[0:4]});
155          }
156        $if LOG2N == 3:
157          $for M in reversed(range(MR)):
158            __m128 vacc${M}x${ABC[0:4]} = _mm256_castps256_ps128(vacc${M}x${ABC[0:8]});
159
160      nc = 0;
161    }
162  } while (nc != 0);
163}
164