repo
stringlengths 1
152
⌀ | file
stringlengths 14
221
| code
stringlengths 501
25k
| file_length
int64 501
25k
| avg_line_length
float64 20
99.5
| max_line_length
int64 21
134
| extension_type
stringclasses 2
values |
|---|---|---|---|---|---|---|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-neon-c4.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/neon.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/common.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__neon_c4(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float32x2_t valphahv = vld1_f32(weights); weights += 2;
size_t c = channels;
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const float32x4_t vtl0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
const float32x4_t vt0123 = vmlaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vmlaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
const float32x4_t vo0123 = vmlaq_lane_f32(vt0123, vd0123, valphahv, 1);
vst1q_f32(output, vo0123); output += 4;
}
if XNN_UNLIKELY(c != 0) {
const float32x4_t vtl0123 = vld1q_f32(i0);
const float32x4_t vtr0123 = vld1q_f32(i1);
const float32x4_t vbl0123 = vld1q_f32(i2);
const float32x4_t vbr0123 = vld1q_f32(i3);
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
const float32x4_t vt0123 = vmlaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vmlaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
const float32x4_t vo0123 = vmlaq_lane_f32(vt0123, vd0123, valphahv, 1);
float32x2_t vo01 = vget_low_f32(vo0123);
if (c & (2 * sizeof(float))) {
vst1_f32(output, vo01); output += 2;
vo01 = vget_high_f32(vo0123);
}
if (c & (1 * sizeof(float))) {
vst1_lane_f32(output, vo01, 0); output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 2,965
| 32.704545
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-neon-c8.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/neon.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/common.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__neon_c8(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float32x2_t valphahv = vld1_f32(weights); weights += 2;
size_t c = channels;
for (; c >= 8 * sizeof(float); c -= 8 * sizeof(float)) {
const float32x4_t vtl0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtl4567 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr4567 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl4567 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr4567 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
const float32x4_t vtd4567 = vsubq_f32(vtr4567, vtl4567);
const float32x4_t vbd4567 = vsubq_f32(vbr4567, vbl4567);
const float32x4_t vt0123 = vmlaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vmlaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
const float32x4_t vt4567 = vmlaq_lane_f32(vtl4567, vtd4567, valphahv, 0);
const float32x4_t vb4567 = vmlaq_lane_f32(vbl4567, vbd4567, valphahv, 0);
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
const float32x4_t vd4567 = vsubq_f32(vb4567, vt4567);
const float32x4_t vo0123 = vmlaq_lane_f32(vt0123, vd0123, valphahv, 1);
const float32x4_t vo4567 = vmlaq_lane_f32(vt4567, vd4567, valphahv, 1);
vst1q_f32(output, vo0123); output += 4;
vst1q_f32(output, vo4567); output += 4;
}
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const float32x4_t vtl0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
const float32x4_t vt0123 = vmlaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vmlaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
const float32x4_t vo0123 = vmlaq_lane_f32(vt0123, vd0123, valphahv, 1);
vst1q_f32(output, vo0123);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const float32x4_t vtl0123 = vld1q_f32(i0);
const float32x4_t vtr0123 = vld1q_f32(i1);
const float32x4_t vbl0123 = vld1q_f32(i2);
const float32x4_t vbr0123 = vld1q_f32(i3);
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
const float32x4_t vt0123 = vmlaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vmlaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
const float32x4_t vo0123 = vmlaq_lane_f32(vt0123, vd0123, valphahv, 1);
float32x2_t vo01 = vget_low_f32(vo0123);
if (c & (2 * sizeof(float))) {
vst1_f32(output, vo01); output += 2;
vo01 = vget_high_f32(vo0123);
}
if (c & (1 * sizeof(float))) {
vst1_lane_f32(output, vo01, 0); output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 4,447
| 36.694915
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-neonfma-c4.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/neon.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/common.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__neonfma_c4(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float32x2_t valphahv = vld1_f32(weights); weights += 2;
#if XNN_ARCH_ARM
const float32x4_t valphah = vdupq_lane_f32(valphahv, 0);
const float32x4_t valphav = vdupq_lane_f32(valphahv, 1);
#endif
size_t c = channels;
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const float32x4_t vtl0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
#if XNN_ARCH_ARM
const float32x4_t vt0123 = vfmaq_f32(vtl0123, vtd0123, valphah);
const float32x4_t vb0123 = vfmaq_f32(vbl0123, vbd0123, valphah);
#else
const float32x4_t vt0123 = vfmaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vfmaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
#endif
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
#if XNN_ARCH_ARM
const float32x4_t vo0123 = vfmaq_f32(vt0123, vd0123, valphav);
#else
const float32x4_t vo0123 = vfmaq_lane_f32(vt0123, vd0123, valphahv, 1);
#endif
vst1q_f32(output, vo0123); output += 4;
}
if XNN_UNLIKELY(c != 0) {
const float32x4_t vtl0123 = vld1q_f32(i0);
const float32x4_t vtr0123 = vld1q_f32(i1);
const float32x4_t vbl0123 = vld1q_f32(i2);
const float32x4_t vbr0123 = vld1q_f32(i3);
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
#if XNN_ARCH_ARM
const float32x4_t vt0123 = vfmaq_f32(vtl0123, vtd0123, valphah);
const float32x4_t vb0123 = vfmaq_f32(vbl0123, vbd0123, valphah);
#else
const float32x4_t vt0123 = vfmaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vfmaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
#endif
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
#if XNN_ARCH_ARM
float32x4_t vo0123 = vfmaq_f32(vt0123, vd0123, valphav);
#else
float32x4_t vo0123 = vfmaq_lane_f32(vt0123, vd0123, valphahv, 1);
#endif
float32x2_t vo01 = vget_low_f32(vo0123);
if (c & (2 * sizeof(float))) {
vst1_f32(output, vo01); output += 2;
vo01 = vget_high_f32(vo0123);
}
if (c & (1 * sizeof(float))) {
vst1_lane_f32(output, vo01, 0); output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 3,738
| 32.990909
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-neonfma-c8.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/neon.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/common.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__neonfma_c8(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float32x2_t valphahv = vld1_f32(weights); weights += 2;
#if XNN_ARCH_ARM
const float32x4_t valphah = vdupq_lane_f32(valphahv, 0);
const float32x4_t valphav = vdupq_lane_f32(valphahv, 1);
#endif
size_t c = channels;
for (; c >= 8 * sizeof(float); c -= 8 * sizeof(float)) {
const float32x4_t vtl0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtl4567 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr4567 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl4567 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr4567 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
const float32x4_t vtd4567 = vsubq_f32(vtr4567, vtl4567);
const float32x4_t vbd4567 = vsubq_f32(vbr4567, vbl4567);
#if XNN_ARCH_ARM
const float32x4_t vt0123 = vfmaq_f32(vtl0123, vtd0123, valphah);
const float32x4_t vb0123 = vfmaq_f32(vbl0123, vbd0123, valphah);
const float32x4_t vt4567 = vfmaq_f32(vtl4567, vtd4567, valphah);
const float32x4_t vb4567 = vfmaq_f32(vbl4567, vbd4567, valphah);
#else
const float32x4_t vt0123 = vfmaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vfmaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
const float32x4_t vt4567 = vfmaq_lane_f32(vtl4567, vtd4567, valphahv, 0);
const float32x4_t vb4567 = vfmaq_lane_f32(vbl4567, vbd4567, valphahv, 0);
#endif
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
const float32x4_t vd4567 = vsubq_f32(vb4567, vt4567);
#if XNN_ARCH_ARM
const float32x4_t vo0123 = vfmaq_f32(vt0123, vd0123, valphav);
const float32x4_t vo4567 = vfmaq_f32(vt4567, vd4567, valphav);
#else
const float32x4_t vo0123 = vfmaq_lane_f32(vt0123, vd0123, valphahv, 1);
const float32x4_t vo4567 = vfmaq_lane_f32(vt4567, vd4567, valphahv, 1);
#endif
vst1q_f32(output, vo0123); output += 4;
vst1q_f32(output, vo4567); output += 4;
}
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const float32x4_t vtl0123 = vld1q_f32(i0); i0 += 4;
const float32x4_t vtr0123 = vld1q_f32(i1); i1 += 4;
const float32x4_t vbl0123 = vld1q_f32(i2); i2 += 4;
const float32x4_t vbr0123 = vld1q_f32(i3); i3 += 4;
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
#if XNN_ARCH_ARM
const float32x4_t vt0123 = vfmaq_f32(vtl0123, vtd0123, valphah);
const float32x4_t vb0123 = vfmaq_f32(vbl0123, vbd0123, valphah);
#else
const float32x4_t vt0123 = vfmaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vfmaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
#endif
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
#if XNN_ARCH_ARM
const float32x4_t vo0123 = vfmaq_f32(vt0123, vd0123, valphav);
#else
const float32x4_t vo0123 = vfmaq_lane_f32(vt0123, vd0123, valphahv, 1);
#endif
vst1q_f32(output, vo0123);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const float32x4_t vtl0123 = vld1q_f32(i0);
const float32x4_t vtr0123 = vld1q_f32(i1);
const float32x4_t vbl0123 = vld1q_f32(i2);
const float32x4_t vbr0123 = vld1q_f32(i3);
const float32x4_t vtd0123 = vsubq_f32(vtr0123, vtl0123);
const float32x4_t vbd0123 = vsubq_f32(vbr0123, vbl0123);
#if XNN_ARCH_ARM
const float32x4_t vt0123 = vfmaq_f32(vtl0123, vtd0123, valphah);
const float32x4_t vb0123 = vfmaq_f32(vbl0123, vbd0123, valphah);
#else
const float32x4_t vt0123 = vfmaq_lane_f32(vtl0123, vtd0123, valphahv, 0);
const float32x4_t vb0123 = vfmaq_lane_f32(vbl0123, vbd0123, valphahv, 0);
#endif
const float32x4_t vd0123 = vsubq_f32(vb0123, vt0123);
#if XNN_ARCH_ARM
float32x4_t vo0123 = vfmaq_f32(vt0123, vd0123, valphav);
#else
float32x4_t vo0123 = vfmaq_lane_f32(vt0123, vd0123, valphahv, 1);
#endif
float32x2_t vo01 = vget_low_f32(vo0123);
if (c & (2 * sizeof(float))) {
vst1_f32(output, vo01); output += 2;
vo01 = vget_high_f32(vo0123);
}
if (c & (1 * sizeof(float))) {
vst1_lane_f32(output, vo01, 0); output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 5,738
| 36.756579
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-scalar-c1.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__scalar_c1(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment)
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float valphah = weights[0];
const float valphav = weights[1];
weights += 2;
size_t c = channels;
do {
const float vtl = *i0++;
const float vtr = *i1++;
const float vbl = *i2++;
const float vbr = *i3++;
const float vtd = vtr - vtl;
const float vbd = vbr - vbl;
const float vt = vtl + vtd * valphah;
const float vb = vbl + vbd * valphah;
const float vd = vb - vt;
const float vo = vt + vd * valphav;
*output++ = vo;
c -= sizeof(float);
} while (c != 0);
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 1,661
| 24.96875
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-scalar-c2.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__scalar_c2(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment)
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float valphah = weights[0];
const float valphav = weights[1];
weights += 2;
size_t c = channels;
for (; c >= 2 * sizeof(float); c -= 2 * sizeof(float)) {
const float vtl0 = i0[0];
const float vtr0 = i1[0];
const float vbl0 = i2[0];
const float vbr0 = i3[0];
const float vtl1 = i0[1];
const float vtr1 = i1[1];
const float vbl1 = i2[1];
const float vbr1 = i3[1];
i0 += 2;
i1 += 2;
i2 += 2;
i3 += 2;
const float vtd0 = vtr0 - vtl0;
const float vbd0 = vbr0 - vbl0;
const float vtd1 = vtr1 - vtl1;
const float vbd1 = vbr1 - vbl1;
const float vt0 = vtl0 + vtd0 * valphah;
const float vb0 = vbl0 + vbd0 * valphah;
const float vt1 = vtl1 + vtd1 * valphah;
const float vb1 = vbl1 + vbd1 * valphah;
const float vd0 = vb0 - vt0;
const float vd1 = vb1 - vt1;
const float vo0 = vt0 + vd0 * valphav;
const float vo1 = vt1 + vd1 * valphav;
output[0] = vo0;
output[1] = vo1;
output += 2;
}
for (; c >= sizeof(float); c -= sizeof(float)) {
const float vtl = *i0++;
const float vtr = *i1++;
const float vbl = *i2++;
const float vbr = *i3++;
const float vtd = vtr - vtl;
const float vbd = vbr - vbl;
const float vt = vtl + vtd * valphah;
const float vb = vbl + vbd * valphah;
const float vd = vb - vt;
const float vo = vt + vd * valphav;
*output++ = vo;
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 2,615
| 26.25
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-scalar-c4.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__scalar_c4(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment)
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const float valphah = weights[0];
const float valphav = weights[1];
weights += 2;
size_t c = channels;
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const float vtl0 = i0[0];
const float vtr0 = i1[0];
const float vbl0 = i2[0];
const float vbr0 = i3[0];
const float vtl1 = i0[1];
const float vtr1 = i1[1];
const float vbl1 = i2[1];
const float vbr1 = i3[1];
const float vtl2 = i0[2];
const float vtr2 = i1[2];
const float vbl2 = i2[2];
const float vbr2 = i3[2];
const float vtl3 = i0[3];
const float vtr3 = i1[3];
const float vbl3 = i2[3];
const float vbr3 = i3[3];
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const float vtd0 = vtr0 - vtl0;
const float vbd0 = vbr0 - vbl0;
const float vtd1 = vtr1 - vtl1;
const float vbd1 = vbr1 - vbl1;
const float vtd2 = vtr2 - vtl2;
const float vbd2 = vbr2 - vbl2;
const float vtd3 = vtr3 - vtl3;
const float vbd3 = vbr3 - vbl3;
const float vt0 = vtl0 + vtd0 * valphah;
const float vb0 = vbl0 + vbd0 * valphah;
const float vt1 = vtl1 + vtd1 * valphah;
const float vb1 = vbl1 + vbd1 * valphah;
const float vt2 = vtl2 + vtd2 * valphah;
const float vb2 = vbl2 + vbd2 * valphah;
const float vt3 = vtl3 + vtd3 * valphah;
const float vb3 = vbl3 + vbd3 * valphah;
const float vd0 = vb0 - vt0;
const float vd1 = vb1 - vt1;
const float vd2 = vb2 - vt2;
const float vd3 = vb3 - vt3;
const float vo0 = vt0 + vd0 * valphav;
const float vo1 = vt1 + vd1 * valphav;
const float vo2 = vt2 + vd2 * valphav;
const float vo3 = vt3 + vd3 * valphav;
output[0] = vo0;
output[1] = vo1;
output[2] = vo2;
output[3] = vo3;
output += 4;
}
for (; c >= sizeof(float); c -= sizeof(float)) {
const float vtl = *i0++;
const float vtr = *i1++;
const float vbl = *i2++;
const float vbr = *i3++;
const float vtd = vtr - vtl;
const float vbd = vbr - vbl;
const float vt = vtl + vtd * valphah;
const float vb = vbl + vbd * valphah;
const float vd = vb - vt;
const float vo = vt + vd * valphav;
*output++ = vo;
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 3,417
| 27.966102
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-sse-c4.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/sse.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__sse_c4(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
__m128 valphahv = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) weights);
valphahv = _mm_unpacklo_ps(valphahv, valphahv);
const __m128 valphah = _mm_movelh_ps(valphahv, valphahv);
const __m128 valphav = _mm_movehl_ps(valphahv, valphahv);
weights += 2;
size_t c = channels;
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const __m128 vtl0123 = _mm_loadu_ps(i0);
const __m128 vtr0123 = _mm_loadu_ps(i1);
const __m128 vbl0123 = _mm_loadu_ps(i2);
const __m128 vbr0123 = _mm_loadu_ps(i3);
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123);
const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123);
const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah));
const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah));
const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123);
const __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav));
_mm_storeu_ps(output, vo0123);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const __m128 vtl0123 = _mm_loadu_ps(i0);
const __m128 vtr0123 = _mm_loadu_ps(i1);
const __m128 vbl0123 = _mm_loadu_ps(i2);
const __m128 vbr0123 = _mm_loadu_ps(i3);
const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123);
const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123);
const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah));
const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah));
const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123);
__m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav));
if (c & (2 * sizeof(float))) {
_mm_storel_pi((__m64*) output, vo0123);
vo0123 = _mm_movehl_ps(vo0123, vo0123);
output += 2;
}
if (c & (1 * sizeof(float))) {
_mm_store_ss(output, vo0123);
output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 3,115
| 31.123711
| 79
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-sse-c8.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/sse.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__sse_c8(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
__m128 valphahv = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) weights);
valphahv = _mm_unpacklo_ps(valphahv, valphahv);
const __m128 valphah = _mm_movelh_ps(valphahv, valphahv);
const __m128 valphav = _mm_movehl_ps(valphahv, valphahv);
weights += 2;
size_t c = channels;
for (; c >= 8 * sizeof(float); c -= 8 * sizeof(float)) {
const __m128 vtl0123 = _mm_loadu_ps(i0);
const __m128 vtr0123 = _mm_loadu_ps(i1);
const __m128 vbl0123 = _mm_loadu_ps(i2);
const __m128 vbr0123 = _mm_loadu_ps(i3);
const __m128 vtl4567 = _mm_loadu_ps(i0 + 4);
const __m128 vtr4567 = _mm_loadu_ps(i1 + 4);
const __m128 vbl4567 = _mm_loadu_ps(i2 + 4);
const __m128 vbr4567 = _mm_loadu_ps(i3 + 4);
i0 += 8;
i1 += 8;
i2 += 8;
i3 += 8;
const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123);
const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123);
const __m128 vtd4567 = _mm_sub_ps(vtr4567, vtl4567);
const __m128 vbd4567 = _mm_sub_ps(vbr4567, vbl4567);
const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah));
const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah));
const __m128 vt4567 = _mm_add_ps(vtl4567, _mm_mul_ps(vtd4567, valphah));
const __m128 vb4567 = _mm_add_ps(vbl4567, _mm_mul_ps(vbd4567, valphah));
const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123);
const __m128 vd4567 = _mm_sub_ps(vb4567, vt4567);
const __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav));
const __m128 vo4567 = _mm_add_ps(vt4567, _mm_mul_ps(vd4567, valphav));
_mm_storeu_ps(output, vo0123);
_mm_storeu_ps(output + 4, vo4567);
output += 8;
}
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const __m128 vtl0123 = _mm_loadu_ps(i0);
const __m128 vtr0123 = _mm_loadu_ps(i1);
const __m128 vbl0123 = _mm_loadu_ps(i2);
const __m128 vbr0123 = _mm_loadu_ps(i3);
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123);
const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123);
const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah));
const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah));
const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123);
const __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav));
_mm_storeu_ps(output, vo0123);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const __m128 vtl0123 = _mm_loadu_ps(i0);
const __m128 vtr0123 = _mm_loadu_ps(i1);
const __m128 vbl0123 = _mm_loadu_ps(i2);
const __m128 vbr0123 = _mm_loadu_ps(i3);
const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123);
const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123);
const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah));
const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah));
const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123);
__m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav));
if (c & (2 * sizeof(float))) {
_mm_storel_pi((__m64*) output, vo0123);
vo0123 = _mm_movehl_ps(vo0123, vo0123);
output += 2;
}
if (c & (1 * sizeof(float))) {
_mm_store_ss(output, vo0123);
output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 4,554
| 33.770992
| 79
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-wasmrelaxedsimd-c4.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/wasmsimd.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c4(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const v128_t valphah = wasm_v128_load32_splat(weights);
const v128_t valphav = wasm_v128_load32_splat(weights + 1);
weights += 2;
size_t c = channels;
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = __builtin_wasm_relaxed_madd_f32x4(vtd, valphah, vtl);
const v128_t vb = __builtin_wasm_relaxed_madd_f32x4(vbd, valphah, vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
const v128_t vo = __builtin_wasm_relaxed_madd_f32x4(vd, valphav, vt);
wasm_v128_store(output, vo);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = __builtin_wasm_relaxed_madd_f32x4(vtd, valphah, vtl);
const v128_t vb = __builtin_wasm_relaxed_madd_f32x4(vbd, valphah, vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
v128_t vo = __builtin_wasm_relaxed_madd_f32x4(vd, valphav, vt);
if (c & (2 * sizeof(float))) {
wasm_v128_store64_lane(output, vo, 0);
vo = wasm_v64x2_shuffle(vo, vo, 1, 1);
output += 2;
}
if (c & (1 * sizeof(float))) {
wasm_v128_store32_lane(output, vo, 0);
output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 2,932
| 31.955056
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-wasmrelaxedsimd-c8.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/wasmsimd.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c8(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const v128_t valphah = wasm_v128_load32_splat(weights);
const v128_t valphav = wasm_v128_load32_splat(weights + 1);
weights += 2;
size_t c = channels;
for (; c >= 8 * sizeof(float); c -= 8 * sizeof(float)) {
const v128_t vtl0123 = wasm_v128_load(i0);
const v128_t vtr0123 = wasm_v128_load(i1);
const v128_t vbl0123 = wasm_v128_load(i2);
const v128_t vbr0123 = wasm_v128_load(i3);
const v128_t vtl4567 = wasm_v128_load(i0 + 4);
const v128_t vtr4567 = wasm_v128_load(i1 + 4);
const v128_t vbl4567 = wasm_v128_load(i2 + 4);
const v128_t vbr4567 = wasm_v128_load(i3 + 4);
i0 += 8;
i1 += 8;
i2 += 8;
i3 += 8;
const v128_t vtd0123 = wasm_f32x4_sub(vtr0123, vtl0123);
const v128_t vbd0123 = wasm_f32x4_sub(vbr0123, vbl0123);
const v128_t vtd4567 = wasm_f32x4_sub(vtr4567, vtl4567);
const v128_t vbd4567 = wasm_f32x4_sub(vbr4567, vbl4567);
const v128_t vt0123 = __builtin_wasm_relaxed_madd_f32x4(vtd0123, valphah, vtl0123);
const v128_t vb0123 = __builtin_wasm_relaxed_madd_f32x4(vbd0123, valphah, vbl0123);
const v128_t vt4567 = __builtin_wasm_relaxed_madd_f32x4(vtd4567, valphah, vtl4567);
const v128_t vb4567 = __builtin_wasm_relaxed_madd_f32x4(vbd4567, valphah, vbl4567);
const v128_t vd0123 = wasm_f32x4_sub(vb0123, vt0123);
const v128_t vd4567 = wasm_f32x4_sub(vb4567, vt4567);
const v128_t vo0123 = __builtin_wasm_relaxed_madd_f32x4(vd0123, valphav, vt0123);
const v128_t vo4567 = __builtin_wasm_relaxed_madd_f32x4(vd4567, valphav, vt4567);
wasm_v128_store(output, vo0123);
wasm_v128_store(output + 4, vo4567);
output += 8;
}
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = __builtin_wasm_relaxed_madd_f32x4(vtd, valphah, vtl);
const v128_t vb = __builtin_wasm_relaxed_madd_f32x4(vbd, valphah, vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
const v128_t vo = __builtin_wasm_relaxed_madd_f32x4(vd, valphav, vt);
wasm_v128_store(output, vo);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = __builtin_wasm_relaxed_madd_f32x4(vtd, valphah, vtl);
const v128_t vb = __builtin_wasm_relaxed_madd_f32x4(vbd, valphah, vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
v128_t vo = __builtin_wasm_relaxed_madd_f32x4(vd, valphav, vt);
if (c & (2 * sizeof(float))) {
wasm_v128_store64_lane(output, vo, 0);
vo = wasm_v64x2_shuffle(vo, vo, 1, 1);
output += 2;
}
if (c & (1 * sizeof(float))) {
wasm_v128_store32_lane(output, vo, 0);
output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 4,481
| 35.439024
| 89
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-wasmsimd-c4.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/wasmsimd.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__wasmsimd_c4(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const v128_t valphah = wasm_v128_load32_splat(weights);
const v128_t valphav = wasm_v128_load32_splat(weights + 1);
weights += 2;
size_t c = channels;
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = wasm_f32x4_add(wasm_f32x4_mul(vtd, valphah), vtl);
const v128_t vb = wasm_f32x4_add(wasm_f32x4_mul(vbd, valphah), vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
const v128_t vo = wasm_f32x4_add(wasm_f32x4_mul(vd, valphav), vt);
wasm_v128_store(output, vo);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = wasm_f32x4_add(wasm_f32x4_mul(vtd, valphah), vtl);
const v128_t vb = wasm_f32x4_add(wasm_f32x4_mul(vbd, valphah), vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
v128_t vo = wasm_f32x4_add(wasm_f32x4_mul(vd, valphav), vt);
if (c & (2 * sizeof(float))) {
wasm_v128_store64_lane(output, vo, 0);
vo = wasm_v64x2_shuffle(vo, vo, 1, 1);
output += 2;
}
if (c & (1 * sizeof(float))) {
wasm_v128_store32_lane(output, vo, 0);
output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 2,907
| 31.674157
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-ibilinear/gen/f32-ibilinear-wasmsimd-c8.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-ibilinear/wasmsimd.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/ibilinear.h>
void xnn_f32_ibilinear_ukernel__wasmsimd_c8(
size_t output_pixels,
size_t channels,
const float** restrict input,
size_t input_offset,
const float* restrict weights,
float* restrict output,
size_t output_increment) XNN_OOB_READS
{
assert(output_pixels != 0);
assert(channels != 0);
assert(channels % sizeof(float) == 0);
do {
const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
input += 4;
const v128_t valphah = wasm_v128_load32_splat(weights);
const v128_t valphav = wasm_v128_load32_splat(weights + 1);
weights += 2;
size_t c = channels;
for (; c >= 8 * sizeof(float); c -= 8 * sizeof(float)) {
const v128_t vtl0123 = wasm_v128_load(i0);
const v128_t vtr0123 = wasm_v128_load(i1);
const v128_t vbl0123 = wasm_v128_load(i2);
const v128_t vbr0123 = wasm_v128_load(i3);
const v128_t vtl4567 = wasm_v128_load(i0 + 4);
const v128_t vtr4567 = wasm_v128_load(i1 + 4);
const v128_t vbl4567 = wasm_v128_load(i2 + 4);
const v128_t vbr4567 = wasm_v128_load(i3 + 4);
i0 += 8;
i1 += 8;
i2 += 8;
i3 += 8;
const v128_t vtd0123 = wasm_f32x4_sub(vtr0123, vtl0123);
const v128_t vbd0123 = wasm_f32x4_sub(vbr0123, vbl0123);
const v128_t vtd4567 = wasm_f32x4_sub(vtr4567, vtl4567);
const v128_t vbd4567 = wasm_f32x4_sub(vbr4567, vbl4567);
const v128_t vt0123 = wasm_f32x4_add(wasm_f32x4_mul(vtd0123, valphah), vtl0123);
const v128_t vb0123 = wasm_f32x4_add(wasm_f32x4_mul(vbd0123, valphah), vbl0123);
const v128_t vt4567 = wasm_f32x4_add(wasm_f32x4_mul(vtd4567, valphah), vtl4567);
const v128_t vb4567 = wasm_f32x4_add(wasm_f32x4_mul(vbd4567, valphah), vbl4567);
const v128_t vd0123 = wasm_f32x4_sub(vb0123, vt0123);
const v128_t vd4567 = wasm_f32x4_sub(vb4567, vt4567);
const v128_t vo0123 = wasm_f32x4_add(wasm_f32x4_mul(vd0123, valphav), vt0123);
const v128_t vo4567 = wasm_f32x4_add(wasm_f32x4_mul(vd4567, valphav), vt4567);
wasm_v128_store(output, vo0123);
wasm_v128_store(output + 4, vo4567);
output += 8;
}
for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
i0 += 4;
i1 += 4;
i2 += 4;
i3 += 4;
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = wasm_f32x4_add(wasm_f32x4_mul(vtd, valphah), vtl);
const v128_t vb = wasm_f32x4_add(wasm_f32x4_mul(vbd, valphah), vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
const v128_t vo = wasm_f32x4_add(wasm_f32x4_mul(vd, valphav), vt);
wasm_v128_store(output, vo);
output += 4;
}
if XNN_UNLIKELY(c != 0) {
const v128_t vtl = wasm_v128_load(i0);
const v128_t vtr = wasm_v128_load(i1);
const v128_t vbl = wasm_v128_load(i2);
const v128_t vbr = wasm_v128_load(i3);
const v128_t vtd = wasm_f32x4_sub(vtr, vtl);
const v128_t vbd = wasm_f32x4_sub(vbr, vbl);
const v128_t vt = wasm_f32x4_add(wasm_f32x4_mul(vtd, valphah), vtl);
const v128_t vb = wasm_f32x4_add(wasm_f32x4_mul(vbd, valphah), vbl);
const v128_t vd = wasm_f32x4_sub(vb, vt);
v128_t vo = wasm_f32x4_add(wasm_f32x4_mul(vd, valphav), vt);
if (c & (2 * sizeof(float))) {
wasm_v128_store64_lane(output, vo, 0);
vo = wasm_v64x2_shuffle(vo, vo, 1, 1);
output += 2;
}
if (c & (1 * sizeof(float))) {
wasm_v128_store32_lane(output, vo, 0);
output += 1;
}
}
output = (float*) ((uintptr_t) output + output_increment);
} while (--output_pixels != 0);
}
| 4,438
| 35.089431
| 86
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x16-minmax-avx-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x16__avx_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
__m256 vacc0x89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
const __m256 vb89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
vacc0x01234567 = _mm256_add_ps(vacc0x01234567, _mm256_mul_ps(va0, vb01234567));
vacc0x89ABCDEF = _mm256_add_ps(vacc0x89ABCDEF, _mm256_mul_ps(va0, vb89ABCDEF));
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm256_storeu_ps(c0, vacc0x01234567);
_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 8) {
_mm256_storeu_ps(c0, vacc0x01234567);
vacc0x01234567 = vacc0x89ABCDEF;
c0 += 8;
}
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 3,076
| 24.429752
| 87
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x16-minmax-avx512f-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx512-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
#include <xnnpack/intrinsics-polyfill.h>
void xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m512 vacc0x0123456789ABCDEF = _mm512_load_ps(w);
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const __m512 vb0123456789ABCDEF = _mm512_load_ps(w);
w += 16;
const __m512 va0 = _mm512_set1_ps(*a0);
vacc0x0123456789ABCDEF = _mm512_fmadd_ps(va0, vb0123456789ABCDEF, vacc0x0123456789ABCDEF);
a0 += 1;
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const __m512 vmin = _mm512_set1_ps(params->scalar.min);
vacc0x0123456789ABCDEF = _mm512_max_ps(vmin, vacc0x0123456789ABCDEF);
const __m512 vmax = _mm512_set1_ps(params->scalar.max);
vacc0x0123456789ABCDEF = _mm512_min_ps(vmax, vacc0x0123456789ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm512_storeu_ps(c0, vacc0x0123456789ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 15) {
// Prepare mask for valid 32-bit elements (depends on nc).
const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << nc) - UINT32_C(1)));
_mm512_mask_storeu_ps(c0, vmask, vacc0x0123456789ABCDEF);
}
nc = 0;
}
} while (nc != 0);
}
| 2,534
| 24.867347
| 106
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x16-minmax-fma3-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x16__fma3_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
__m256 vacc0x89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
const __m256 vb89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567, vacc0x01234567);
vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEF, vacc0x89ABCDEF);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm256_storeu_ps(c0, vacc0x01234567);
_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 8) {
_mm256_storeu_ps(c0, vacc0x01234567);
vacc0x01234567 = vacc0x89ABCDEF;
c0 += 8;
}
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 3,051
| 24.22314
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x4-minmax-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_minmax_ukernel_1x4__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const float vmin = params->scalar.min;
const float vmax = params->scalar.max;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const float va0 = *a0++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc00 = math_max_f32(vacc00, vmin);
vacc01 = math_max_f32(vacc01, vmin);
vacc02 = math_max_f32(vacc02, vmin);
vacc03 = math_max_f32(vacc03, vmin);
vacc00 = math_min_f32(vacc00, vmax);
vacc01 = math_min_f32(vacc01, vmax);
vacc02 = math_min_f32(vacc02, vmax);
vacc03 = math_min_f32(vacc03, vmax);
if XNN_LIKELY(nc >= 4) {
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 2,736
| 22.594828
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x4-minmax-wasm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_minmax_ukernel_1x4__wasm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const float vmin = params->scalar.min;
const float vmax = params->scalar.max;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const float va0 = *a0++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc00 = __builtin_wasm_max_f32(vacc00, vmin);
vacc01 = __builtin_wasm_max_f32(vacc01, vmin);
vacc02 = __builtin_wasm_max_f32(vacc02, vmin);
vacc03 = __builtin_wasm_max_f32(vacc03, vmin);
vacc00 = __builtin_wasm_min_f32(vacc00, vmax);
vacc01 = __builtin_wasm_min_f32(vacc01, vmax);
vacc02 = __builtin_wasm_min_f32(vacc02, vmax);
vacc03 = __builtin_wasm_min_f32(vacc03, vmax);
if XNN_LIKELY(nc >= 4) {
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 2,814
| 23.267241
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x4-relu-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_relu_ukernel_1x4__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const float va0 = *a0++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc00 = math_max_f32(vacc00, 0.0f);
vacc01 = math_max_f32(vacc01, 0.0f);
vacc02 = math_max_f32(vacc02, 0.0f);
vacc03 = math_max_f32(vacc03, 0.0f);
if XNN_LIKELY(nc >= 4) {
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 2,485
| 21.807339
| 73
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x4-relu-wasm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_relu_ukernel_1x4__wasm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const float va0 = *a0++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc00 = __builtin_wasm_max_f32(vacc00, 0.0f);
vacc01 = __builtin_wasm_max_f32(vacc01, 0.0f);
vacc02 = __builtin_wasm_max_f32(vacc02, 0.0f);
vacc03 = __builtin_wasm_max_f32(vacc03, 0.0f);
if XNN_LIKELY(nc >= 4) {
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 2,523
| 22.155963
| 73
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x4-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_ukernel_1x4__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const float va0 = *a0++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 4) {
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 2,319
| 21.095238
| 76
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-aarch64-neonfma-lane-ld64.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/neon-ld64.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_lane_ld64(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float32x4_t vacc0x0123 = vld1q_f32(w); w += 4;
float32x4_t vacc0x4567 = vld1q_f32(w); w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
const float32x2_t va0 = vld1_f32(a0); a0 += 2;
const float32x4_t vb0123c0 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c0 = vld1q_f32(w); w += 4;
vacc0x0123 = vfmaq_lane_f32(vacc0x0123, vb0123c0, va0, 0);
vacc0x4567 = vfmaq_lane_f32(vacc0x4567, vb4567c0, va0, 0);
const float32x4_t vb0123c1 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c1 = vld1q_f32(w); w += 4;
vacc0x0123 = vfmaq_lane_f32(vacc0x0123, vb0123c1, va0, 1);
vacc0x4567 = vfmaq_lane_f32(vacc0x4567, vb4567c1, va0, 1);
}
if XNN_UNLIKELY(k != 0) {
const float32x4_t va0 = vld1q_dup_f32(a0);
const float32x4_t vb0123 = vld1q_f32(w); w += 4;
const float32x4_t vb4567 = vld1q_f32(w); w += 4;
vacc0x0123 = vfmaq_f32(vacc0x0123, va0, vb0123);
vacc0x4567 = vfmaq_f32(vacc0x4567, va0, vb4567);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
vacc0x0123 = vminq_f32(vacc0x0123, vmax);
vacc0x4567 = vminq_f32(vacc0x4567, vmax);
const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min);
vacc0x0123 = vmaxq_f32(vacc0x0123, vmin);
vacc0x4567 = vmaxq_f32(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
vst1q_f32(c0, vacc0x0123);
vst1q_f32(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
vst1q_f32(c0, vacc0x0123); c0 += 4;
vacc0x0123 = vacc0x4567;
}
float32x2_t vacc0x01 = vget_low_f32(vacc0x0123);
if (nc & 2) {
vst1_f32(c0, vacc0x01); c0 += 2;
vacc0x01 = vget_high_f32(vacc0x0123);
}
if (nc & 1) {
vst1_lane_f32(c0, vacc0x01, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 3,311
| 26.147541
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-avx-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__avx_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
w += 8;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
vacc0x01234567 = _mm256_add_ps(vacc0x01234567, _mm256_mul_ps(va0, vb01234567));
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
if XNN_LIKELY(nc >= 8) {
_mm256_storeu_ps(c0, vacc0x01234567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 2,577
| 22.87037
| 87
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-fma3-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
w += 8;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567, vacc0x01234567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
if XNN_LIKELY(nc >= 8) {
_mm256_storeu_ps(c0, vacc0x01234567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 2,565
| 22.759259
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-neon-dup-ld64.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/neon-ld64.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__neon_dup_ld64(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float32x4_t vacc0x0123 = vld1q_f32(w); w += 4;
float32x4_t vacc0x4567 = vld1q_f32(w); w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
const float32x2_t va0 = vld1_f32(a0); a0 += 2;
const float32x4_t vb0123c0 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c0 = vld1q_f32(w); w += 4;
const float32x4_t va0c0 = vdupq_lane_f32(va0, 0);
vacc0x0123 = vmlaq_f32(vacc0x0123, va0c0, vb0123c0);
vacc0x4567 = vmlaq_f32(vacc0x4567, va0c0, vb4567c0);
const float32x4_t vb0123c1 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c1 = vld1q_f32(w); w += 4;
const float32x4_t va0c1 = vdupq_lane_f32(va0, 1);
vacc0x0123 = vmlaq_f32(vacc0x0123, va0c1, vb0123c1);
vacc0x4567 = vmlaq_f32(vacc0x4567, va0c1, vb4567c1);
}
if XNN_UNLIKELY(k != 0) {
const float32x4_t va0 = vld1q_dup_f32(a0);
const float32x4_t vb0123 = vld1q_f32(w); w += 4;
const float32x4_t vb4567 = vld1q_f32(w); w += 4;
vacc0x0123 = vmlaq_f32(vacc0x0123, va0, vb0123);
vacc0x4567 = vmlaq_f32(vacc0x4567, va0, vb4567);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
vacc0x0123 = vminq_f32(vacc0x0123, vmax);
vacc0x4567 = vminq_f32(vacc0x4567, vmax);
const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min);
vacc0x0123 = vmaxq_f32(vacc0x0123, vmin);
vacc0x4567 = vmaxq_f32(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
vst1q_f32(c0, vacc0x0123);
vst1q_f32(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
vst1q_f32(c0, vacc0x0123); c0 += 4;
vacc0x0123 = vacc0x4567;
}
float32x2_t vacc0x01 = vget_low_f32(vacc0x0123);
if (nc & 2) {
vst1_f32(c0, vacc0x01); c0 += 2;
vacc0x01 = vget_high_f32(vacc0x0123);
}
if (nc & 1) {
vst1_lane_f32(c0, vacc0x01, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 3,399
| 26.419355
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-neon-lane-ld64.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/neon-ld64.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float32x4_t vacc0x0123 = vld1q_f32(w); w += 4;
float32x4_t vacc0x4567 = vld1q_f32(w); w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
const float32x2_t va0 = vld1_f32(a0); a0 += 2;
const float32x4_t vb0123c0 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c0 = vld1q_f32(w); w += 4;
vacc0x0123 = vmlaq_lane_f32(vacc0x0123, vb0123c0, va0, 0);
vacc0x4567 = vmlaq_lane_f32(vacc0x4567, vb4567c0, va0, 0);
const float32x4_t vb0123c1 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c1 = vld1q_f32(w); w += 4;
vacc0x0123 = vmlaq_lane_f32(vacc0x0123, vb0123c1, va0, 1);
vacc0x4567 = vmlaq_lane_f32(vacc0x4567, vb4567c1, va0, 1);
}
if XNN_UNLIKELY(k != 0) {
const float32x4_t va0 = vld1q_dup_f32(a0);
const float32x4_t vb0123 = vld1q_f32(w); w += 4;
const float32x4_t vb4567 = vld1q_f32(w); w += 4;
vacc0x0123 = vmlaq_f32(vacc0x0123, va0, vb0123);
vacc0x4567 = vmlaq_f32(vacc0x4567, va0, vb4567);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
vacc0x0123 = vminq_f32(vacc0x0123, vmax);
vacc0x4567 = vminq_f32(vacc0x4567, vmax);
const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min);
vacc0x0123 = vmaxq_f32(vacc0x0123, vmin);
vacc0x4567 = vmaxq_f32(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
vst1q_f32(c0, vacc0x0123);
vst1q_f32(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
vst1q_f32(c0, vacc0x0123); c0 += 4;
vacc0x0123 = vacc0x4567;
}
float32x2_t vacc0x01 = vget_low_f32(vacc0x0123);
if (nc & 2) {
vst1_f32(c0, vacc0x01); c0 += 2;
vacc0x01 = vget_high_f32(vacc0x0123);
}
if (nc & 1) {
vst1_lane_f32(c0, vacc0x01, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 3,300
| 26.057377
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-neonfma-dup-ld64.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/neon-ld64.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__neonfma_dup_ld64(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
float32x4_t vacc0x0123 = vld1q_f32(w); w += 4;
float32x4_t vacc0x4567 = vld1q_f32(w); w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
const float32x2_t va0 = vld1_f32(a0); a0 += 2;
const float32x4_t vb0123c0 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c0 = vld1q_f32(w); w += 4;
const float32x4_t va0c0 = vdupq_lane_f32(va0, 0);
vacc0x0123 = vfmaq_f32(vacc0x0123, va0c0, vb0123c0);
vacc0x4567 = vfmaq_f32(vacc0x4567, va0c0, vb4567c0);
const float32x4_t vb0123c1 = vld1q_f32(w); w += 4;
const float32x4_t vb4567c1 = vld1q_f32(w); w += 4;
const float32x4_t va0c1 = vdupq_lane_f32(va0, 1);
vacc0x0123 = vfmaq_f32(vacc0x0123, va0c1, vb0123c1);
vacc0x4567 = vfmaq_f32(vacc0x4567, va0c1, vb4567c1);
}
if XNN_UNLIKELY(k != 0) {
const float32x4_t va0 = vld1q_dup_f32(a0);
const float32x4_t vb0123 = vld1q_f32(w); w += 4;
const float32x4_t vb4567 = vld1q_f32(w); w += 4;
vacc0x0123 = vfmaq_f32(vacc0x0123, va0, vb0123);
vacc0x4567 = vfmaq_f32(vacc0x4567, va0, vb4567);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
vacc0x0123 = vminq_f32(vacc0x0123, vmax);
vacc0x4567 = vminq_f32(vacc0x4567, vmax);
const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min);
vacc0x0123 = vmaxq_f32(vacc0x0123, vmin);
vacc0x4567 = vmaxq_f32(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
vst1q_f32(c0, vacc0x0123);
vst1q_f32(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
vst1q_f32(c0, vacc0x0123); c0 += 4;
vacc0x0123 = vacc0x4567;
}
float32x2_t vacc0x01 = vget_low_f32(vacc0x0123);
if (nc & 2) {
vst1_f32(c0, vacc0x01); c0 += 2;
vacc0x01 = vget_high_f32(vacc0x0123);
}
if (nc & 1) {
vst1_lane_f32(c0, vacc0x01, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 3,402
| 26.443548
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-sse-dup.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-dup.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xmmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__sse_dup(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const __m128 va0 = _mm_loadu_ps(a0);
a0 += 4;
const __m128 va0c0000 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 0, 0, 0));
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c0000, vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c0000, vb4567c0));
const __m128 va0c1111 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(1, 1, 1, 1));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c1111, vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c1111, vb4567c1));
const __m128 va0c2222 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(2, 2, 2, 2));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c2222, vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c2222, vb4567c2));
const __m128 va0c3333 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c3333, vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c3333, vb4567c3));
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const __m128 vb0123 = _mm_load_ps(w);
const __m128 vb4567 = _mm_load_ps(w + 4);
w += 8;
const __m128 va0 = _mm_load1_ps(a0);
a0 += 1;
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567));
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 4,295
| 26.716129
| 82
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-sse-load1.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-load1.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xmmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__sse_load1(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const __m128 vb0123 = _mm_load_ps(w);
const __m128 vb4567 = _mm_load_ps(w + 4);
w += 8;
const __m128 va0 = _mm_load1_ps(a0);
a0 += 1;
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567));
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 2,698
| 22.884956
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-sse2-dup.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-dup.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <emmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__sse2_dup(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const __m128 va0 = _mm_loadu_ps(a0);
a0 += 4;
const __m128 va0c0000 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va0), _MM_SHUFFLE(0, 0, 0, 0)));
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c0000, vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c0000, vb4567c0));
const __m128 va0c1111 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va0), _MM_SHUFFLE(1, 1, 1, 1)));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c1111, vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c1111, vb4567c1));
const __m128 va0c2222 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va0), _MM_SHUFFLE(2, 2, 2, 2)));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c2222, vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c2222, vb4567c2));
const __m128 va0c3333 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c3333, vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c3333, vb4567c3));
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const __m128 vb0123 = _mm_load_ps(w);
const __m128 vb4567 = _mm_load_ps(w + 4);
w += 8;
const __m128 va0 = _mm_load1_ps(a0);
a0 += 1;
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567));
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 4,398
| 27.380645
| 116
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmrelaxedsimd-fma-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmrelaxedsimd_fma_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,923
| 24.876106
| 80
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmrelaxedsimd-fma-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmrelaxedsimd_fma_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb4567c0, vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb4567c1, vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb4567c2, vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb4567c3, vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,554
| 29.165563
| 84
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmrelaxedsimd-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmrelaxedsimd_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,913
| 24.787611
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmrelaxedsimd-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmrelaxedsimd_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,520
| 28.940397
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmsimd-arm-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_max(vmin, vacc0x0123);
vacc0x4567 = wasm_f32x4_max(vmin, vacc0x4567);
vacc0x0123 = wasm_f32x4_min(vmax, vacc0x0123);
vacc0x4567 = wasm_f32x4_min(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,838
| 24.123894
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmsimd-arm-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_max(vmin, vacc0x0123);
vacc0x4567 = wasm_f32x4_max(vmin, vacc0x4567);
vacc0x0123 = wasm_f32x4_min(vmax, vacc0x0123);
vacc0x4567 = wasm_f32x4_min(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,445
| 28.443709
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmsimd-x86-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_pmax(vmin, vacc0x0123);
vacc0x4567 = wasm_f32x4_pmax(vmin, vacc0x4567);
vacc0x0123 = wasm_f32x4_pmin(vmax, vacc0x0123);
vacc0x4567 = wasm_f32x4_pmin(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,842
| 24.159292
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-minmax-wasmsimd-x86-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_pmax(vmin, vacc0x0123);
vacc0x4567 = wasm_f32x4_pmax(vmin, vacc0x4567);
vacc0x0123 = wasm_f32x4_pmin(vmax, vacc0x0123);
vacc0x4567 = wasm_f32x4_pmin(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,449
| 28.470199
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-relu-wasmrelaxedsimd-fma-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_1x8__wasmrelaxedsimd_fma_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,662
| 23.431193
| 80
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-relu-wasmrelaxedsimd-fma-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_1x8__wasmrelaxedsimd_fma_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb4567c0, vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb4567c1, vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb4567c2, vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb4567c3, vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,293
| 28.210884
| 84
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-relu-wasmsimd-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_1x8__wasmsimd_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,645
| 23.275229
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-relu-wasmsimd-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_1x8__wasmsimd_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,252
| 27.931973
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-wasmrelaxedsimd-fma-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_1x8__wasmrelaxedsimd_fma_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,504
| 22.632075
| 80
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-wasmrelaxedsimd-fma-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_1x8__wasmrelaxedsimd_fma_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb4567c0, vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb4567c1, vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb4567c2, vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb4567c3, vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,135
| 27.722222
| 84
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-wasmsimd-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_1x8__wasmsimd_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 2,487
| 22.471698
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8-wasmsimd-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_1x8__wasmsimd_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,094
| 27.4375
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-minmax-sse.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-shuffle.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xmmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8s4__sse(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
__m128 va0 = _mm_loadu_ps(a0);
a0 += 4;
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c0));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c1));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c2));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c3));
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
__m128 va0 = _mm_loadu_ps(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c0), va0), vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c0), va0), vb4567c0));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c1), va0), vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c1), va0), vb4567c1));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c2), va0), vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c2), va0), vb4567c2));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c3), va0), vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c3), va0), vb4567c3));
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 5,497
| 29.88764
| 128
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-minmax-wasmrelaxedsimd-fma.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8s4__wasmrelaxedsimd_fma(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c0, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c1, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c2, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c3, vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,848
| 31.675978
| 132
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-minmax-wasmrelaxedsimd.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8s4__wasmrelaxedsimd(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,796
| 31.385475
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-minmax-wasmsimd-arm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_arm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_max(vmin, vacc0x0123);
vacc0x4567 = wasm_f32x4_max(vmin, vacc0x4567);
vacc0x0123 = wasm_f32x4_min(vmax, vacc0x0123);
vacc0x4567 = wasm_f32x4_min(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,721
| 30.96648
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-minmax-wasmsimd-x86.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_x86(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_pmax(vmin, vacc0x0123);
vacc0x4567 = wasm_f32x4_pmax(vmin, vacc0x4567);
vacc0x0123 = wasm_f32x4_pmin(vmax, vacc0x0123);
vacc0x4567 = wasm_f32x4_pmin(vmax, vacc0x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,725
| 30.988827
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-relu-wasmrelaxedsimd-fma.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_1x8s4__wasmrelaxedsimd_fma(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c0, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c1, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c2, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c3, vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,587
| 30.931429
| 132
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-relu-wasmsimd.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_1x8s4__wasmsimd(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,528
| 30.594286
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-wasmrelaxedsimd-fma.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_1x8s4__wasmrelaxedsimd_fma(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c0, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c1, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c2, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c3, vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,429
| 30.569767
| 132
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-1x8s4-wasmsimd.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_1x8s4__wasmsimd(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 1);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (1 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
a += 1;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
w += 32;
}
p -= 1 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c0, vacc0x0123);
vacc0x0123 = vacc0x4567;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,370
| 30.226744
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-2x4-minmax-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_minmax_ukernel_2x4__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 2);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (2 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr != 2) {
c1 = c0;
}
const float vmin = params->scalar.min;
const float vmax = params->scalar.max;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc12 = vacc02;
float vacc13 = vacc03;
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
a += 2;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc12 = math_muladd_f32(va1, vb2, vacc12);
vacc13 = math_muladd_f32(va1, vb3, vacc13);
k -= sizeof(float);
} while (k != 0);
p -= 2 * sizeof(void*);
} while (p != 0);
vacc00 = math_max_f32(vacc00, vmin);
vacc01 = math_max_f32(vacc01, vmin);
vacc02 = math_max_f32(vacc02, vmin);
vacc03 = math_max_f32(vacc03, vmin);
vacc10 = math_max_f32(vacc10, vmin);
vacc11 = math_max_f32(vacc11, vmin);
vacc12 = math_max_f32(vacc12, vmin);
vacc13 = math_max_f32(vacc13, vmin);
vacc00 = math_min_f32(vacc00, vmax);
vacc01 = math_min_f32(vacc01, vmax);
vacc02 = math_min_f32(vacc02, vmax);
vacc03 = math_min_f32(vacc03, vmax);
vacc10 = math_min_f32(vacc10, vmax);
vacc11 = math_min_f32(vacc11, vmax);
vacc12 = math_min_f32(vacc12, vmax);
vacc13 = math_min_f32(vacc13, vmax);
if XNN_LIKELY(nc >= 4) {
c1[0] = vacc10;
c1[1] = vacc11;
c1[2] = vacc12;
c1[3] = vacc13;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c1[0] = vacc10;
c1[1] = vacc11;
vacc10 = vacc12;
c1 += 2;
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 3,940
| 24.927632
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-2x4-minmax-wasm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_minmax_ukernel_2x4__wasm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 2);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (2 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr != 2) {
c1 = c0;
}
const float vmin = params->scalar.min;
const float vmax = params->scalar.max;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc12 = vacc02;
float vacc13 = vacc03;
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
a += 2;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc12 = math_muladd_f32(va1, vb2, vacc12);
vacc13 = math_muladd_f32(va1, vb3, vacc13);
k -= sizeof(float);
} while (k != 0);
p -= 2 * sizeof(void*);
} while (p != 0);
vacc00 = __builtin_wasm_max_f32(vacc00, vmin);
vacc01 = __builtin_wasm_max_f32(vacc01, vmin);
vacc02 = __builtin_wasm_max_f32(vacc02, vmin);
vacc03 = __builtin_wasm_max_f32(vacc03, vmin);
vacc10 = __builtin_wasm_max_f32(vacc10, vmin);
vacc11 = __builtin_wasm_max_f32(vacc11, vmin);
vacc12 = __builtin_wasm_max_f32(vacc12, vmin);
vacc13 = __builtin_wasm_max_f32(vacc13, vmin);
vacc00 = __builtin_wasm_min_f32(vacc00, vmax);
vacc01 = __builtin_wasm_min_f32(vacc01, vmax);
vacc02 = __builtin_wasm_min_f32(vacc02, vmax);
vacc03 = __builtin_wasm_min_f32(vacc03, vmax);
vacc10 = __builtin_wasm_min_f32(vacc10, vmax);
vacc11 = __builtin_wasm_min_f32(vacc11, vmax);
vacc12 = __builtin_wasm_min_f32(vacc12, vmax);
vacc13 = __builtin_wasm_min_f32(vacc13, vmax);
if XNN_LIKELY(nc >= 4) {
c1[0] = vacc10;
c1[1] = vacc11;
c1[2] = vacc12;
c1[3] = vacc13;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c1[0] = vacc10;
c1[1] = vacc11;
vacc10 = vacc12;
c1 += 2;
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 4,098
| 25.967105
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-2x4-relu-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_relu_ukernel_2x4__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 2);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (2 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr != 2) {
c1 = c0;
}
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc12 = vacc02;
float vacc13 = vacc03;
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
a += 2;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc12 = math_muladd_f32(va1, vb2, vacc12);
vacc13 = math_muladd_f32(va1, vb3, vacc13);
k -= sizeof(float);
} while (k != 0);
p -= 2 * sizeof(void*);
} while (p != 0);
vacc00 = math_max_f32(vacc00, 0.0f);
vacc01 = math_max_f32(vacc01, 0.0f);
vacc02 = math_max_f32(vacc02, 0.0f);
vacc03 = math_max_f32(vacc03, 0.0f);
vacc10 = math_max_f32(vacc10, 0.0f);
vacc11 = math_max_f32(vacc11, 0.0f);
vacc12 = math_max_f32(vacc12, 0.0f);
vacc13 = math_max_f32(vacc13, 0.0f);
if XNN_LIKELY(nc >= 4) {
c1[0] = vacc10;
c1[1] = vacc11;
c1[2] = vacc12;
c1[3] = vacc13;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c1[0] = vacc10;
c1[1] = vacc11;
vacc10 = vacc12;
c1 += 2;
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 3,525
| 24.007092
| 73
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-2x4-relu-wasm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_relu_ukernel_2x4__wasm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 2);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (2 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr != 2) {
c1 = c0;
}
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc12 = vacc02;
float vacc13 = vacc03;
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
a += 2;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc12 = math_muladd_f32(va1, vb2, vacc12);
vacc13 = math_muladd_f32(va1, vb3, vacc13);
k -= sizeof(float);
} while (k != 0);
p -= 2 * sizeof(void*);
} while (p != 0);
vacc00 = __builtin_wasm_max_f32(vacc00, 0.0f);
vacc01 = __builtin_wasm_max_f32(vacc01, 0.0f);
vacc02 = __builtin_wasm_max_f32(vacc02, 0.0f);
vacc03 = __builtin_wasm_max_f32(vacc03, 0.0f);
vacc10 = __builtin_wasm_max_f32(vacc10, 0.0f);
vacc11 = __builtin_wasm_max_f32(vacc11, 0.0f);
vacc12 = __builtin_wasm_max_f32(vacc12, 0.0f);
vacc13 = __builtin_wasm_max_f32(vacc13, 0.0f);
if XNN_LIKELY(nc >= 4) {
c1[0] = vacc10;
c1[1] = vacc11;
c1[2] = vacc12;
c1[3] = vacc13;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c1[0] = vacc10;
c1[1] = vacc11;
vacc10 = vacc12;
c1 += 2;
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 3,603
| 24.560284
| 73
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-2x4-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_ukernel_2x4__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 2);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (2 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr != 2) {
c1 = c0;
}
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc02 = w[2];
float vacc03 = w[3];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc12 = vacc02;
float vacc13 = vacc03;
w += 4;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
a += 2;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float vb0 = w[0];
const float vb1 = w[1];
const float vb2 = w[2];
const float vb3 = w[3];
w += 4;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc02 = math_muladd_f32(va0, vb2, vacc02);
vacc03 = math_muladd_f32(va0, vb3, vacc03);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc12 = math_muladd_f32(va1, vb2, vacc12);
vacc13 = math_muladd_f32(va1, vb3, vacc13);
k -= sizeof(float);
} while (k != 0);
p -= 2 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 4) {
c1[0] = vacc10;
c1[1] = vacc11;
c1[2] = vacc12;
c1[3] = vacc13;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0[2] = vacc02;
c0[3] = vacc03;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 4;
} else {
if (nc & 2) {
c1[0] = vacc10;
c1[1] = vacc11;
vacc10 = vacc12;
c1 += 2;
c0[0] = vacc00;
c0[1] = vacc01;
vacc00 = vacc02;
c0 += 2;
}
if (nc & 1) {
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 3,195
| 23.030075
| 76
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x16-minmax-avx-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x16__avx_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
__m256 vacc0x89ABCDEF = _mm256_load_ps(w + 8);
__m256 vacc1x01234567 = vacc0x01234567;
__m256 vacc1x89ABCDEF = vacc0x89ABCDEF;
__m256 vacc2x01234567 = vacc0x01234567;
__m256 vacc2x89ABCDEF = vacc0x89ABCDEF;
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
const __m256 vb89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
const __m256 va1 = _mm256_broadcast_ss(a1);
a1 += 1;
const __m256 va2 = _mm256_broadcast_ss(a2);
a2 += 1;
vacc0x01234567 = _mm256_add_ps(vacc0x01234567, _mm256_mul_ps(va0, vb01234567));
vacc0x89ABCDEF = _mm256_add_ps(vacc0x89ABCDEF, _mm256_mul_ps(va0, vb89ABCDEF));
vacc1x01234567 = _mm256_add_ps(vacc1x01234567, _mm256_mul_ps(va1, vb01234567));
vacc1x89ABCDEF = _mm256_add_ps(vacc1x89ABCDEF, _mm256_mul_ps(va1, vb89ABCDEF));
vacc2x01234567 = _mm256_add_ps(vacc2x01234567, _mm256_mul_ps(va2, vb01234567));
vacc2x89ABCDEF = _mm256_add_ps(vacc2x89ABCDEF, _mm256_mul_ps(va2, vb89ABCDEF));
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
vacc1x01234567 = _mm256_max_ps(vmin, vacc1x01234567);
vacc2x01234567 = _mm256_max_ps(vmin, vacc2x01234567);
vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_max_ps(vmin, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_max_ps(vmin, vacc2x89ABCDEF);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
vacc1x01234567 = _mm256_min_ps(vmax, vacc1x01234567);
vacc2x01234567 = _mm256_min_ps(vmax, vacc2x01234567);
vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_min_ps(vmax, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_min_ps(vmax, vacc2x89ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c2 + 8, vacc2x89ABCDEF);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c1 + 8, vacc1x89ABCDEF);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm256_storeu_ps(c0, vacc0x01234567);
_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 8) {
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c0, vacc0x01234567);
vacc2x01234567 = vacc2x89ABCDEF;
vacc1x01234567 = vacc1x89ABCDEF;
vacc0x01234567 = vacc0x89ABCDEF;
c2 += 8;
c1 += 8;
c0 += 8;
}
__m128 vacc2x0123 = _mm256_castps256_ps128(vacc2x01234567);
__m128 vacc1x0123 = _mm256_castps256_ps128(vacc1x01234567);
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc2x0123 = _mm256_extractf128_ps(vacc2x01234567, 1);
vacc1x0123 = _mm256_extractf128_ps(vacc1x01234567, 1);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 5,943
| 30.786096
| 87
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x16-minmax-fma3-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x16__fma3_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
__m256 vacc0x89ABCDEF = _mm256_load_ps(w + 8);
__m256 vacc1x01234567 = vacc0x01234567;
__m256 vacc1x89ABCDEF = vacc0x89ABCDEF;
__m256 vacc2x01234567 = vacc0x01234567;
__m256 vacc2x89ABCDEF = vacc0x89ABCDEF;
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
const __m256 vb89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
const __m256 va1 = _mm256_broadcast_ss(a1);
a1 += 1;
const __m256 va2 = _mm256_broadcast_ss(a2);
a2 += 1;
vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567, vacc0x01234567);
vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEF, vacc0x89ABCDEF);
vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567, vacc1x01234567);
vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEF, vacc1x89ABCDEF);
vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567, vacc2x01234567);
vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEF, vacc2x89ABCDEF);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
vacc1x01234567 = _mm256_max_ps(vmin, vacc1x01234567);
vacc2x01234567 = _mm256_max_ps(vmin, vacc2x01234567);
vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_max_ps(vmin, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_max_ps(vmin, vacc2x89ABCDEF);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
vacc1x01234567 = _mm256_min_ps(vmax, vacc1x01234567);
vacc2x01234567 = _mm256_min_ps(vmax, vacc2x01234567);
vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_min_ps(vmax, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_min_ps(vmax, vacc2x89ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c2 + 8, vacc2x89ABCDEF);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c1 + 8, vacc1x89ABCDEF);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm256_storeu_ps(c0, vacc0x01234567);
_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 8) {
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c0, vacc0x01234567);
vacc2x01234567 = vacc2x89ABCDEF;
vacc1x01234567 = vacc1x89ABCDEF;
vacc0x01234567 = vacc0x89ABCDEF;
c2 += 8;
c1 += 8;
c0 += 8;
}
__m128 vacc2x0123 = _mm256_castps256_ps128(vacc2x01234567);
__m128 vacc1x0123 = _mm256_castps256_ps128(vacc1x01234567);
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc2x0123 = _mm256_extractf128_ps(vacc2x01234567, 1);
vacc1x0123 = _mm256_extractf128_ps(vacc1x01234567, 1);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 5,866
| 30.374332
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-sse-dup.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-dup.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xmmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__sse_dup(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
__m128 vacc1x0123 = vacc0x0123;
__m128 vacc1x4567 = vacc0x4567;
__m128 vacc2x0123 = vacc0x0123;
__m128 vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const __m128 va0 = _mm_loadu_ps(a0);
a0 += 4;
const __m128 va1 = _mm_loadu_ps(a1);
a1 += 4;
const __m128 va2 = _mm_loadu_ps(a2);
a2 += 4;
const __m128 va0c0000 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 0, 0, 0));
const __m128 va1c0000 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 0, 0, 0));
const __m128 va2c0000 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 0, 0, 0));
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c0000, vb0123c0));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c0000, vb0123c0));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c0000, vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c0000, vb4567c0));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c0000, vb4567c0));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c0000, vb4567c0));
const __m128 va0c1111 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(1, 1, 1, 1));
const __m128 va1c1111 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(1, 1, 1, 1));
const __m128 va2c1111 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(1, 1, 1, 1));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c1111, vb0123c1));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c1111, vb0123c1));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c1111, vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c1111, vb4567c1));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c1111, vb4567c1));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c1111, vb4567c1));
const __m128 va0c2222 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(2, 2, 2, 2));
const __m128 va1c2222 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(2, 2, 2, 2));
const __m128 va2c2222 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(2, 2, 2, 2));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c2222, vb0123c2));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c2222, vb0123c2));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c2222, vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c2222, vb4567c2));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c2222, vb4567c2));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c2222, vb4567c2));
const __m128 va0c3333 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 va1c3333 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 va2c3333 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c3333, vb0123c3));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c3333, vb0123c3));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c3333, vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c3333, vb4567c3));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c3333, vb4567c3));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c3333, vb4567c3));
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const __m128 vb0123 = _mm_load_ps(w);
const __m128 vb4567 = _mm_load_ps(w + 4);
w += 8;
const __m128 va0 = _mm_load1_ps(a0);
a0 += 1;
const __m128 va1 = _mm_load1_ps(a1);
a1 += 1;
const __m128 va2 = _mm_load1_ps(a2);
a2 += 1;
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567));
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc1x0123 = _mm_min_ps(vacc1x0123, vmax);
vacc2x0123 = _mm_min_ps(vacc2x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
vacc1x4567 = _mm_min_ps(vacc1x4567, vmax);
vacc2x4567 = _mm_min_ps(vacc2x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc1x0123 = _mm_max_ps(vacc1x0123, vmin);
vacc2x0123 = _mm_max_ps(vacc2x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
vacc1x4567 = _mm_max_ps(vacc1x4567, vmin);
vacc2x4567 = _mm_max_ps(vacc2x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 8,564
| 34.539419
| 82
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-sse-load1.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-load1.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xmmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__sse_load1(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
__m128 vacc1x0123 = vacc0x0123;
__m128 vacc1x4567 = vacc0x4567;
__m128 vacc2x0123 = vacc0x0123;
__m128 vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const __m128 vb0123 = _mm_load_ps(w);
const __m128 vb4567 = _mm_load_ps(w + 4);
w += 8;
const __m128 va0 = _mm_load1_ps(a0);
a0 += 1;
const __m128 va1 = _mm_load1_ps(a1);
a1 += 1;
const __m128 va2 = _mm_load1_ps(a2);
a2 += 1;
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567));
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc1x0123 = _mm_min_ps(vacc1x0123, vmax);
vacc2x0123 = _mm_min_ps(vacc2x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
vacc1x4567 = _mm_min_ps(vacc1x4567, vmax);
vacc2x4567 = _mm_min_ps(vacc2x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc1x0123 = _mm_max_ps(vacc1x0123, vmin);
vacc2x0123 = _mm_max_ps(vacc2x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
vacc1x4567 = _mm_max_ps(vacc1x4567, vmin);
vacc2x4567 = _mm_max_ps(vacc2x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 4,931
| 27.842105
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-sse2-dup.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-dup.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <emmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__sse2_dup(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
__m128 vacc1x0123 = vacc0x0123;
__m128 vacc1x4567 = vacc0x4567;
__m128 vacc2x0123 = vacc0x0123;
__m128 vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const __m128 va0 = _mm_loadu_ps(a0);
a0 += 4;
const __m128 va1 = _mm_loadu_ps(a1);
a1 += 4;
const __m128 va2 = _mm_loadu_ps(a2);
a2 += 4;
const __m128 va0c0000 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va0), _MM_SHUFFLE(0, 0, 0, 0)));
const __m128 va1c0000 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va1), _MM_SHUFFLE(0, 0, 0, 0)));
const __m128 va2c0000 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va2), _MM_SHUFFLE(0, 0, 0, 0)));
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c0000, vb0123c0));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c0000, vb0123c0));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c0000, vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c0000, vb4567c0));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c0000, vb4567c0));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c0000, vb4567c0));
const __m128 va0c1111 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va0), _MM_SHUFFLE(1, 1, 1, 1)));
const __m128 va1c1111 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va1), _MM_SHUFFLE(1, 1, 1, 1)));
const __m128 va2c1111 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va2), _MM_SHUFFLE(1, 1, 1, 1)));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c1111, vb0123c1));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c1111, vb0123c1));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c1111, vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c1111, vb4567c1));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c1111, vb4567c1));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c1111, vb4567c1));
const __m128 va0c2222 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va0), _MM_SHUFFLE(2, 2, 2, 2)));
const __m128 va1c2222 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va1), _MM_SHUFFLE(2, 2, 2, 2)));
const __m128 va2c2222 = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va2), _MM_SHUFFLE(2, 2, 2, 2)));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c2222, vb0123c2));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c2222, vb0123c2));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c2222, vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c2222, vb4567c2));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c2222, vb4567c2));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c2222, vb4567c2));
const __m128 va0c3333 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 va1c3333 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 va2c3333 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(3, 3, 3, 3));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0c3333, vb0123c3));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1c3333, vb0123c3));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2c3333, vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0c3333, vb4567c3));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1c3333, vb4567c3));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2c3333, vb4567c3));
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const __m128 vb0123 = _mm_load_ps(w);
const __m128 vb4567 = _mm_load_ps(w + 4);
w += 8;
const __m128 va0 = _mm_load1_ps(a0);
a0 += 1;
const __m128 va1 = _mm_load1_ps(a1);
a1 += 1;
const __m128 va2 = _mm_load1_ps(a2);
a2 += 1;
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567));
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc1x0123 = _mm_min_ps(vacc1x0123, vmax);
vacc2x0123 = _mm_min_ps(vacc2x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
vacc1x4567 = _mm_min_ps(vacc1x4567, vmax);
vacc2x4567 = _mm_min_ps(vacc2x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc1x0123 = _mm_max_ps(vacc1x0123, vmin);
vacc2x0123 = _mm_max_ps(vacc2x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
vacc1x4567 = _mm_max_ps(vacc1x4567, vmin);
vacc2x4567 = _mm_max_ps(vacc2x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 8,871
| 35.813278
| 116
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmrelaxedsimd-fma-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmrelaxedsimd_fma_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123, vacc1x0123);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567, vacc1x4567);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123, vacc2x0123);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567, vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,462
| 30.947368
| 80
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmrelaxedsimd-fma-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmrelaxedsimd_fma_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c0, vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c0, vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c0, vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c0, vb4567c0, vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c1, vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c1, vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c1, vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c1, vb4567c1, vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c2, vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c2, vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c2, vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c2, vb4567c2, vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c3, vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c3, vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c3, vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c3, vb4567c3, vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123, vacc1x0123);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567, vacc1x4567);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123, vacc2x0123);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567, vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 9,165
| 37.675105
| 84
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmrelaxedsimd-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmrelaxedsimd_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,440
| 30.818713
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmrelaxedsimd-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmrelaxedsimd_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb4567c0), vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb4567c1), vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb4567c2), vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 9,071
| 37.278481
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmsimd-arm-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_max(vmin, vacc0x0123);
vacc1x0123 = wasm_f32x4_max(vmin, vacc1x0123);
vacc2x0123 = wasm_f32x4_max(vmin, vacc2x0123);
vacc0x4567 = wasm_f32x4_max(vmin, vacc0x4567);
vacc1x4567 = wasm_f32x4_max(vmin, vacc1x4567);
vacc2x4567 = wasm_f32x4_max(vmin, vacc2x4567);
vacc0x0123 = wasm_f32x4_min(vmax, vacc0x0123);
vacc1x0123 = wasm_f32x4_min(vmax, vacc1x0123);
vacc2x0123 = wasm_f32x4_min(vmax, vacc2x0123);
vacc0x4567 = wasm_f32x4_min(vmax, vacc0x4567);
vacc1x4567 = wasm_f32x4_min(vmax, vacc1x4567);
vacc2x4567 = wasm_f32x4_min(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,221
| 29.538012
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-relu-wasmsimd-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_3x8__wasmsimd_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb4567c0), vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb4567c1), vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb4567c2), vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc1x0123 = wasm_i32x4_max(vacc1x0123, vzero);
vacc2x0123 = wasm_i32x4_max(vacc2x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
vacc1x4567 = wasm_i32x4_max(vacc1x4567, vzero);
vacc2x4567 = wasm_i32x4_max(vacc2x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 8,459
| 35.943231
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmsimd-arm-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_arm_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb4567c0), vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb4567c1), vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb4567c2), vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_max(vmin, vacc0x0123);
vacc1x0123 = wasm_f32x4_max(vmin, vacc1x0123);
vacc2x0123 = wasm_f32x4_max(vmin, vacc2x0123);
vacc0x4567 = wasm_f32x4_max(vmin, vacc0x4567);
vacc1x4567 = wasm_f32x4_max(vmin, vacc1x4567);
vacc2x4567 = wasm_f32x4_max(vmin, vacc2x4567);
vacc0x0123 = wasm_f32x4_min(vmax, vacc0x0123);
vacc1x0123 = wasm_f32x4_min(vmax, vacc1x0123);
vacc2x0123 = wasm_f32x4_min(vmax, vacc2x0123);
vacc0x4567 = wasm_f32x4_min(vmax, vacc0x4567);
vacc1x4567 = wasm_f32x4_min(vmax, vacc1x4567);
vacc2x4567 = wasm_f32x4_min(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 8,852
| 36.35443
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmsimd-x86-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_pmax(vmin, vacc0x0123);
vacc1x0123 = wasm_f32x4_pmax(vmin, vacc1x0123);
vacc2x0123 = wasm_f32x4_pmax(vmin, vacc2x0123);
vacc0x4567 = wasm_f32x4_pmax(vmin, vacc0x4567);
vacc1x4567 = wasm_f32x4_pmax(vmin, vacc1x4567);
vacc2x4567 = wasm_f32x4_pmax(vmin, vacc2x4567);
vacc0x0123 = wasm_f32x4_pmin(vmax, vacc0x0123);
vacc1x0123 = wasm_f32x4_pmin(vmax, vacc1x0123);
vacc2x0123 = wasm_f32x4_pmin(vmax, vacc2x0123);
vacc0x4567 = wasm_f32x4_pmin(vmax, vacc0x4567);
vacc1x4567 = wasm_f32x4_pmin(vmax, vacc1x4567);
vacc2x4567 = wasm_f32x4_pmin(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 5,233
| 29.608187
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-minmax-wasmsimd-x86-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_x86_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb4567c0), vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb4567c1), vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb4567c2), vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_pmax(vmin, vacc0x0123);
vacc1x0123 = wasm_f32x4_pmax(vmin, vacc1x0123);
vacc2x0123 = wasm_f32x4_pmax(vmin, vacc2x0123);
vacc0x4567 = wasm_f32x4_pmax(vmin, vacc0x4567);
vacc1x4567 = wasm_f32x4_pmax(vmin, vacc1x4567);
vacc2x4567 = wasm_f32x4_pmax(vmin, vacc2x4567);
vacc0x0123 = wasm_f32x4_pmin(vmax, vacc0x0123);
vacc1x0123 = wasm_f32x4_pmin(vmax, vacc1x0123);
vacc2x0123 = wasm_f32x4_pmin(vmax, vacc2x0123);
vacc0x4567 = wasm_f32x4_pmin(vmax, vacc0x4567);
vacc1x4567 = wasm_f32x4_pmin(vmax, vacc1x4567);
vacc2x4567 = wasm_f32x4_pmin(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 8,864
| 36.405063
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-relu-wasmrelaxedsimd-fma-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_3x8__wasmrelaxedsimd_fma_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123, vacc1x0123);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567, vacc1x4567);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123, vacc2x0123);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567, vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc1x0123 = wasm_i32x4_max(vacc1x0123, vzero);
vacc2x0123 = wasm_i32x4_max(vacc2x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
vacc1x4567 = wasm_i32x4_max(vacc1x4567, vzero);
vacc2x4567 = wasm_i32x4_max(vacc2x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,857
| 28.803681
| 80
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-relu-wasmrelaxedsimd-fma-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_3x8__wasmrelaxedsimd_fma_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c0, vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c0, vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c0, vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c0, vb4567c0, vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c1, vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c1, vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c1, vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c1, vb4567c1, vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c2, vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c2, vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c2, vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c2, vb4567c2, vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c3, vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c3, vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c3, vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c3, vb4567c3, vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123, vacc1x0123);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567, vacc1x4567);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123, vacc2x0123);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567, vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc1x0123 = wasm_i32x4_max(vacc1x0123, vzero);
vacc2x0123 = wasm_i32x4_max(vacc2x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
vacc1x4567 = wasm_i32x4_max(vacc1x4567, vzero);
vacc2x4567 = wasm_i32x4_max(vacc2x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 8,560
| 36.384279
| 84
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-relu-wasmsimd-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_3x8__wasmsimd_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc1x0123 = wasm_i32x4_max(vacc1x0123, vzero);
vacc2x0123 = wasm_i32x4_max(vacc2x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
vacc1x4567 = wasm_i32x4_max(vacc1x4567, vzero);
vacc2x4567 = wasm_i32x4_max(vacc2x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,828
| 28.625767
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-wasmrelaxedsimd-fma-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_3x8__wasmrelaxedsimd_fma_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123, vacc1x0123);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567, vacc1x4567);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123, vacc2x0123);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567, vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,491
| 27.794872
| 80
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-wasmrelaxedsimd-fma-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_3x8__wasmrelaxedsimd_fma_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c0, vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c0, vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c0, vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c0, vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c0, vb4567c0, vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c1, vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c1, vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c1, vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c1, vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c1, vb4567c1, vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c2, vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c2, vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c2, vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c2, vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c2, vb4567c2, vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1c3, vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2c3, vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0c3, vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1c3, vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2c3, vb4567c3, vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123, vacc0x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567, vacc0x4567);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123, vacc1x0123);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567, vacc1x4567);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123, vacc2x0123);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567, vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 8,194
| 35.914414
| 84
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-wasmsimd-loadsplat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-loadsplat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_3x8__wasmsimd_loadsplat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
p -= 3 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 4,462
| 27.608974
| 77
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8-wasmsimd-splat.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-splat.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_3x8__wasmsimd_splat(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
const v128_t va0 = wasm_v128_load(a0);
a0 += 4;
const v128_t va1 = wasm_v128_load(a1);
a1 += 4;
const v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t va0c0 = wasm_v32x4_shuffle(va0, va0, 0, 0, 0, 0);
const v128_t va1c0 = wasm_v32x4_shuffle(va1, va1, 0, 0, 0, 0);
const v128_t va2c0 = wasm_v32x4_shuffle(va2, va2, 0, 0, 0, 0);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c0, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c0, vb4567c0), vacc2x4567);
const v128_t va0c1 = wasm_v32x4_shuffle(va0, va0, 1, 1, 1, 1);
const v128_t va1c1 = wasm_v32x4_shuffle(va1, va1, 1, 1, 1, 1);
const v128_t va2c1 = wasm_v32x4_shuffle(va2, va2, 1, 1, 1, 1);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c1, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c1, vb4567c1), vacc2x4567);
const v128_t va0c2 = wasm_v32x4_shuffle(va0, va0, 2, 2, 2, 2);
const v128_t va1c2 = wasm_v32x4_shuffle(va1, va1, 2, 2, 2, 2);
const v128_t va2c2 = wasm_v32x4_shuffle(va2, va2, 2, 2, 2, 2);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c2, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c2, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c2, vb4567c2), vacc2x4567);
const v128_t va0c3 = wasm_v32x4_shuffle(va0, va0, 3, 3, 3, 3);
const v128_t va1c3 = wasm_v32x4_shuffle(va1, va1, 3, 3, 3, 3);
const v128_t va2c3 = wasm_v32x4_shuffle(va2, va2, 3, 3, 3, 3);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0c3, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1c3, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2c3, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
do {
const v128_t vb0123 = wasm_v128_load(w);
const v128_t vb4567 = wasm_v128_load(w + 4);
w += 8;
const v128_t va0 = wasm_v128_load32_splat(a0);
a0 += 1;
const v128_t va1 = wasm_v128_load32_splat(a1);
a1 += 1;
const v128_t va2 = wasm_v128_load32_splat(a2);
a2 += 1;
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123), vacc0x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567), vacc0x4567);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123), vacc1x0123);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567), vacc1x4567);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123), vacc2x0123);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567), vacc2x4567);
k -= sizeof(float);
} while (k != 0);
}
p -= 3 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 8,093
| 35.459459
| 81
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-minmax-sse.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/sse-shuffle.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xmmintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8s4__sse(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
__m128 vacc0x0123 = _mm_load_ps(w);
__m128 vacc0x4567 = _mm_load_ps(w + 4);
__m128 vacc1x0123 = vacc0x0123;
__m128 vacc1x4567 = vacc0x4567;
__m128 vacc2x0123 = vacc0x0123;
__m128 vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
__m128 va0 = _mm_loadu_ps(a0);
a0 += 4;
__m128 va1 = _mm_loadu_ps(a1);
a1 += 4;
__m128 va2 = _mm_loadu_ps(a2);
a2 += 4;
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c0));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123c0));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c0));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567c0));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567c0));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
va1 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 3, 2, 1));
va2 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c1));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123c1));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c1));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567c1));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567c1));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
va1 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 3, 2, 1));
va2 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c2));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123c2));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c2));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567c2));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567c2));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
va1 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 3, 2, 1));
va2 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(va0, vb0123c3));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(va1, vb0123c3));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(va2, vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(va0, vb4567c3));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(va1, vb4567c3));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(va2, vb4567c3));
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
__m128 va0 = _mm_loadu_ps(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
__m128 va1 = _mm_loadu_ps(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
__m128 va2 = _mm_loadu_ps(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const __m128 vb0123c0 = _mm_load_ps(w + 0);
const __m128 vb4567c0 = _mm_load_ps(w + 4);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c0), va0), vb0123c0));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c0), va1), vb0123c0));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c0), va2), vb0123c0));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c0), va0), vb4567c0));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c0), va1), vb4567c0));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c0), va2), vb4567c0));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
va1 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 3, 2, 1));
va2 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c1 = _mm_load_ps(w + 8);
const __m128 vb4567c1 = _mm_load_ps(w + 12);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c1), va0), vb0123c1));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c1), va1), vb0123c1));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c1), va2), vb0123c1));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c1), va0), vb4567c1));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c1), va1), vb4567c1));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c1), va2), vb4567c1));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
va1 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 3, 2, 1));
va2 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c2 = _mm_load_ps(w + 16);
const __m128 vb4567c2 = _mm_load_ps(w + 20);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c2), va0), vb0123c2));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c2), va1), vb0123c2));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c2), va2), vb0123c2));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c2), va0), vb4567c2));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c2), va1), vb4567c2));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c2), va2), vb4567c2));
va0 = _mm_shuffle_ps(va0, va0, _MM_SHUFFLE(0, 3, 2, 1));
va1 = _mm_shuffle_ps(va1, va1, _MM_SHUFFLE(0, 3, 2, 1));
va2 = _mm_shuffle_ps(va2, va2, _MM_SHUFFLE(0, 3, 2, 1));
const __m128 vb0123c3 = _mm_load_ps(w + 24);
const __m128 vb4567c3 = _mm_load_ps(w + 28);
vacc0x0123 = _mm_add_ps(vacc0x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c3), va0), vb0123c3));
vacc1x0123 = _mm_add_ps(vacc1x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c3), va1), vb0123c3));
vacc2x0123 = _mm_add_ps(vacc2x0123, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb0123c3), va2), vb0123c3));
vacc0x4567 = _mm_add_ps(vacc0x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c3), va0), vb4567c3));
vacc1x4567 = _mm_add_ps(vacc1x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c3), va1), vb4567c3));
vacc2x4567 = _mm_add_ps(vacc2x4567, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb4567c3), va2), vb4567c3));
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
const __m128 vmax = _mm_load_ps(params->sse.max);
vacc0x0123 = _mm_min_ps(vacc0x0123, vmax);
vacc1x0123 = _mm_min_ps(vacc1x0123, vmax);
vacc2x0123 = _mm_min_ps(vacc2x0123, vmax);
vacc0x4567 = _mm_min_ps(vacc0x4567, vmax);
vacc1x4567 = _mm_min_ps(vacc1x4567, vmax);
vacc2x4567 = _mm_min_ps(vacc2x4567, vmax);
const __m128 vmin = _mm_load_ps(params->sse.min);
vacc0x0123 = _mm_max_ps(vacc0x0123, vmin);
vacc1x0123 = _mm_max_ps(vacc1x0123, vmin);
vacc2x0123 = _mm_max_ps(vacc2x0123, vmin);
vacc0x4567 = _mm_max_ps(vacc0x4567, vmin);
vacc1x4567 = _mm_max_ps(vacc1x4567, vmin);
vacc2x4567 = _mm_max_ps(vacc2x4567, vmin);
if XNN_LIKELY(nc >= 8) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm_storeu_ps(c0, vacc0x0123);
_mm_storeu_ps(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 11,612
| 40.475
| 128
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-minmax-wasmrelaxedsimd-fma.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8s4__wasmrelaxedsimd_fma(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c0, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c1, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c2, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c3, vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 12,345
| 42.935943
| 132
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-minmax-wasmrelaxedsimd.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8s4__wasmrelaxedsimd(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_max_f32x4(vmin, vacc2x4567);
vacc0x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_min_f32x4(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 12,197
| 42.409253
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-minmax-wasmsimd-arm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8s4__wasmsimd_arm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_max(vmin, vacc0x0123);
vacc1x0123 = wasm_f32x4_max(vmin, vacc1x0123);
vacc2x0123 = wasm_f32x4_max(vmin, vacc2x0123);
vacc0x4567 = wasm_f32x4_max(vmin, vacc0x4567);
vacc1x4567 = wasm_f32x4_max(vmin, vacc1x4567);
vacc2x4567 = wasm_f32x4_max(vmin, vacc2x4567);
vacc0x0123 = wasm_f32x4_min(vmax, vacc0x0123);
vacc1x0123 = wasm_f32x4_min(vmax, vacc1x0123);
vacc2x0123 = wasm_f32x4_min(vmax, vacc2x0123);
vacc0x4567 = wasm_f32x4_min(vmax, vacc0x4567);
vacc1x4567 = wasm_f32x4_min(vmax, vacc1x4567);
vacc2x4567 = wasm_f32x4_min(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 11,978
| 41.629893
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-minmax-wasmsimd-x86.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_3x8s4__wasmsimd_x86(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
vacc0x0123 = wasm_f32x4_pmax(vmin, vacc0x0123);
vacc1x0123 = wasm_f32x4_pmax(vmin, vacc1x0123);
vacc2x0123 = wasm_f32x4_pmax(vmin, vacc2x0123);
vacc0x4567 = wasm_f32x4_pmax(vmin, vacc0x4567);
vacc1x4567 = wasm_f32x4_pmax(vmin, vacc1x4567);
vacc2x4567 = wasm_f32x4_pmax(vmin, vacc2x4567);
vacc0x0123 = wasm_f32x4_pmin(vmax, vacc0x0123);
vacc1x0123 = wasm_f32x4_pmin(vmax, vacc1x0123);
vacc2x0123 = wasm_f32x4_pmin(vmax, vacc2x0123);
vacc0x4567 = wasm_f32x4_pmin(vmax, vacc0x4567);
vacc1x4567 = wasm_f32x4_pmin(vmax, vacc1x4567);
vacc2x4567 = wasm_f32x4_pmin(vmax, vacc2x4567);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 11,990
| 41.672598
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-relu-wasmrelaxedsimd-fma.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_3x8s4__wasmrelaxedsimd_fma(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c0, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c1, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c2, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c3, vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc1x0123 = wasm_i32x4_max(vacc1x0123, vzero);
vacc2x0123 = wasm_i32x4_max(vacc2x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
vacc1x4567 = wasm_i32x4_max(vacc1x4567, vzero);
vacc2x4567 = wasm_i32x4_max(vacc2x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 11,740
| 42.007326
| 132
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-relu-wasmsimd.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_relu_ukernel_3x8s4__wasmsimd(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
const v128_t vzero = wasm_i32x4_const_splat(0);
vacc0x0123 = wasm_i32x4_max(vacc0x0123, vzero);
vacc1x0123 = wasm_i32x4_max(vacc1x0123, vzero);
vacc2x0123 = wasm_i32x4_max(vacc2x0123, vzero);
vacc0x4567 = wasm_i32x4_max(vacc0x4567, vzero);
vacc1x4567 = wasm_i32x4_max(vacc1x4567, vzero);
vacc2x4567 = wasm_i32x4_max(vacc2x4567, vzero);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 11,585
| 41.43956
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-wasmrelaxedsimd-fma.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_3x8s4__wasmrelaxedsimd_fma(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c0, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c1, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c2, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(va0, vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(va1, vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(va2, vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(va0, vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(va1, vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(va2, vb4567c3, vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2, vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc0x0123);
vacc1x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc1x0123);
vacc2x0123 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3, vacc2x0123);
vacc0x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc0x4567);
vacc1x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc1x4567);
vacc2x4567 = __builtin_wasm_relaxed_madd_f32x4(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3, vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 11,374
| 41.763158
| 132
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-3x8s4-wasmsimd.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/wasmsimd-s4.c.in
// Generator: tools/xngen
//
// Copyright 2020 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 <assert.h>
#include <wasm_simd128.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_ukernel_3x8s4__wasmsimd(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(mr != 0);
assert(mr <= 3);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (3 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
do {
v128_t vacc0x0123 = wasm_v128_load(w);
v128_t vacc0x4567 = wasm_v128_load(w + 4);
v128_t vacc1x0123 = vacc0x0123;
v128_t vacc1x4567 = vacc0x4567;
v128_t vacc2x0123 = vacc0x0123;
v128_t vacc2x4567 = vacc0x4567;
w += 8;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
a += 3;
size_t k = kc;
while (k >= 4 * sizeof(float)) {
v128_t va0 = wasm_v128_load(a0);
a0 += 4;
v128_t va1 = wasm_v128_load(a1);
a1 += 4;
v128_t va2 = wasm_v128_load(a2);
a2 += 4;
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(va0, vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(va1, vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(va2, vb4567c3), vacc2x4567);
w += 32;
k -= 4 * sizeof(float);
}
if XNN_UNLIKELY(k != 0) {
v128_t va0 = wasm_v128_load(a0);
a0 = (const float*) ((uintptr_t) a0 + k);
v128_t va1 = wasm_v128_load(a1);
a1 = (const float*) ((uintptr_t) a1 + k);
v128_t va2 = wasm_v128_load(a2);
a2 = (const float*) ((uintptr_t) a2 + k);
const v128_t vzero = wasm_f32x4_const_splat(0.0f);
const v128_t vb0123c0 = wasm_v128_load(w + 0);
const v128_t vb4567c0 = wasm_v128_load(w + 4);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c0, vzero)), vb0123c0), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c0, vzero)), vb4567c0), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c1 = wasm_v128_load(w + 8);
const v128_t vb4567c1 = wasm_v128_load(w + 12);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c1, vzero)), vb0123c1), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c1, vzero)), vb4567c1), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c2 = wasm_v128_load(w + 16);
const v128_t vb4567c2 = wasm_v128_load(w + 20);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c2, vzero)), vb0123c2), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c2, vzero)), vb4567c2), vacc2x4567);
va0 = wasm_v32x4_shuffle(va0, va0, 1, 2, 3, 0);
va1 = wasm_v32x4_shuffle(va1, va1, 1, 2, 3, 0);
va2 = wasm_v32x4_shuffle(va2, va2, 1, 2, 3, 0);
const v128_t vb0123c3 = wasm_v128_load(w + 24);
const v128_t vb4567c3 = wasm_v128_load(w + 28);
vacc0x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc0x0123);
vacc1x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc1x0123);
vacc2x0123 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb0123c3, vzero)), vb0123c3), vacc2x0123);
vacc0x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va0, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc0x4567);
vacc1x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va1, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc1x4567);
vacc2x4567 = wasm_f32x4_add(wasm_f32x4_mul(wasm_v128_andnot(va2, wasm_f32x4_eq(vb4567c3, vzero)), vb4567c3), vacc2x4567);
w += 32;
}
p -= 3 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 8) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c2 + 4, vacc2x4567);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c1 + 4, vacc1x4567);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
wasm_v128_store(c0, vacc0x0123);
wasm_v128_store(c0 + 4, vacc0x4567);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 8;
} else {
if (nc & 4) {
wasm_v128_store(c2, vacc2x0123);
wasm_v128_store(c1, vacc1x0123);
wasm_v128_store(c0, vacc0x0123);
vacc2x0123 = vacc2x4567;
vacc1x0123 = vacc1x4567;
vacc0x0123 = vacc0x4567;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
wasm_v128_store64_lane(c2, vacc2x0123, 0);
wasm_v128_store64_lane(c1, vacc1x0123, 0);
wasm_v128_store64_lane(c0, vacc0x0123, 0);
vacc2x0123 = wasm_v64x2_shuffle(vacc2x0123, vacc2x0123, 1, 1);
vacc1x0123 = wasm_v64x2_shuffle(vacc1x0123, vacc1x0123, 1, 1);
vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1);
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
wasm_v128_store32_lane(c2, vacc2x0123, 0);
wasm_v128_store32_lane(c1, vacc1x0123, 0);
wasm_v128_store32_lane(c0, vacc0x0123, 0);
}
nc = 0;
}
} while (nc != 0);
}
| 11,219
| 41.180451
| 129
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x16-minmax-avx-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_4x16__avx_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
__m256 vacc0x89ABCDEF = _mm256_load_ps(w + 8);
__m256 vacc1x01234567 = vacc0x01234567;
__m256 vacc1x89ABCDEF = vacc0x89ABCDEF;
__m256 vacc2x01234567 = vacc0x01234567;
__m256 vacc2x89ABCDEF = vacc0x89ABCDEF;
__m256 vacc3x01234567 = vacc0x01234567;
__m256 vacc3x89ABCDEF = vacc0x89ABCDEF;
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
const __m256 vb89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
const __m256 va1 = _mm256_broadcast_ss(a1);
a1 += 1;
const __m256 va2 = _mm256_broadcast_ss(a2);
a2 += 1;
const __m256 va3 = _mm256_broadcast_ss(a3);
a3 += 1;
vacc0x01234567 = _mm256_add_ps(vacc0x01234567, _mm256_mul_ps(va0, vb01234567));
vacc0x89ABCDEF = _mm256_add_ps(vacc0x89ABCDEF, _mm256_mul_ps(va0, vb89ABCDEF));
vacc1x01234567 = _mm256_add_ps(vacc1x01234567, _mm256_mul_ps(va1, vb01234567));
vacc1x89ABCDEF = _mm256_add_ps(vacc1x89ABCDEF, _mm256_mul_ps(va1, vb89ABCDEF));
vacc2x01234567 = _mm256_add_ps(vacc2x01234567, _mm256_mul_ps(va2, vb01234567));
vacc2x89ABCDEF = _mm256_add_ps(vacc2x89ABCDEF, _mm256_mul_ps(va2, vb89ABCDEF));
vacc3x01234567 = _mm256_add_ps(vacc3x01234567, _mm256_mul_ps(va3, vb01234567));
vacc3x89ABCDEF = _mm256_add_ps(vacc3x89ABCDEF, _mm256_mul_ps(va3, vb89ABCDEF));
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
vacc1x01234567 = _mm256_max_ps(vmin, vacc1x01234567);
vacc2x01234567 = _mm256_max_ps(vmin, vacc2x01234567);
vacc3x01234567 = _mm256_max_ps(vmin, vacc3x01234567);
vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_max_ps(vmin, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_max_ps(vmin, vacc2x89ABCDEF);
vacc3x89ABCDEF = _mm256_max_ps(vmin, vacc3x89ABCDEF);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
vacc1x01234567 = _mm256_min_ps(vmax, vacc1x01234567);
vacc2x01234567 = _mm256_min_ps(vmax, vacc2x01234567);
vacc3x01234567 = _mm256_min_ps(vmax, vacc3x01234567);
vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_min_ps(vmax, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_min_ps(vmax, vacc2x89ABCDEF);
vacc3x89ABCDEF = _mm256_min_ps(vmax, vacc3x89ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm256_storeu_ps(c3, vacc3x01234567);
_mm256_storeu_ps(c3 + 8, vacc3x89ABCDEF);
c3 = (float*) ((uintptr_t) c3 + cn_stride);
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c2 + 8, vacc2x89ABCDEF);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c1 + 8, vacc1x89ABCDEF);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm256_storeu_ps(c0, vacc0x01234567);
_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 8) {
_mm256_storeu_ps(c3, vacc3x01234567);
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c0, vacc0x01234567);
vacc3x01234567 = vacc3x89ABCDEF;
vacc2x01234567 = vacc2x89ABCDEF;
vacc1x01234567 = vacc1x89ABCDEF;
vacc0x01234567 = vacc0x89ABCDEF;
c3 += 8;
c2 += 8;
c1 += 8;
c0 += 8;
}
__m128 vacc3x0123 = _mm256_castps256_ps128(vacc3x01234567);
__m128 vacc2x0123 = _mm256_castps256_ps128(vacc2x01234567);
__m128 vacc1x0123 = _mm256_castps256_ps128(vacc1x01234567);
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c3, vacc3x0123);
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc3x0123 = _mm256_extractf128_ps(vacc3x01234567, 1);
vacc2x0123 = _mm256_extractf128_ps(vacc2x01234567, 1);
vacc1x0123 = _mm256_extractf128_ps(vacc1x01234567, 1);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c3 += 4;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c3, vacc3x0123);
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc3x0123 = _mm_movehl_ps(vacc3x0123, vacc3x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c3 += 2;
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c3, vacc3x0123);
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 7,377
| 32.536364
| 87
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x16-minmax-avx512f-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx512-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
#include <xnnpack/intrinsics-polyfill.h>
void xnn_f32_igemm_minmax_ukernel_4x16__avx512f_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
__m512 vacc0x0123456789ABCDEF = _mm512_load_ps(w);
__m512 vacc1x0123456789ABCDEF = vacc0x0123456789ABCDEF;
__m512 vacc2x0123456789ABCDEF = vacc0x0123456789ABCDEF;
__m512 vacc3x0123456789ABCDEF = vacc0x0123456789ABCDEF;
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const __m512 vb0123456789ABCDEF = _mm512_load_ps(w);
w += 16;
const __m512 va0 = _mm512_set1_ps(*a0);
vacc0x0123456789ABCDEF = _mm512_fmadd_ps(va0, vb0123456789ABCDEF, vacc0x0123456789ABCDEF);
const __m512 va1 = _mm512_set1_ps(*a1);
vacc1x0123456789ABCDEF = _mm512_fmadd_ps(va1, vb0123456789ABCDEF, vacc1x0123456789ABCDEF);
const __m512 va2 = _mm512_set1_ps(*a2);
vacc2x0123456789ABCDEF = _mm512_fmadd_ps(va2, vb0123456789ABCDEF, vacc2x0123456789ABCDEF);
const __m512 va3 = _mm512_set1_ps(*a3);
vacc3x0123456789ABCDEF = _mm512_fmadd_ps(va3, vb0123456789ABCDEF, vacc3x0123456789ABCDEF);
a0 += 1;
a1 += 1;
a2 += 1;
a3 += 1;
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
const __m512 vmin = _mm512_set1_ps(params->scalar.min);
vacc0x0123456789ABCDEF = _mm512_max_ps(vmin, vacc0x0123456789ABCDEF);
vacc1x0123456789ABCDEF = _mm512_max_ps(vmin, vacc1x0123456789ABCDEF);
vacc2x0123456789ABCDEF = _mm512_max_ps(vmin, vacc2x0123456789ABCDEF);
vacc3x0123456789ABCDEF = _mm512_max_ps(vmin, vacc3x0123456789ABCDEF);
const __m512 vmax = _mm512_set1_ps(params->scalar.max);
vacc0x0123456789ABCDEF = _mm512_min_ps(vmax, vacc0x0123456789ABCDEF);
vacc1x0123456789ABCDEF = _mm512_min_ps(vmax, vacc1x0123456789ABCDEF);
vacc2x0123456789ABCDEF = _mm512_min_ps(vmax, vacc2x0123456789ABCDEF);
vacc3x0123456789ABCDEF = _mm512_min_ps(vmax, vacc3x0123456789ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm512_storeu_ps(c3, vacc3x0123456789ABCDEF);
c3 = (float*) ((uintptr_t) c3 + cn_stride);
_mm512_storeu_ps(c2, vacc2x0123456789ABCDEF);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm512_storeu_ps(c1, vacc1x0123456789ABCDEF);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm512_storeu_ps(c0, vacc0x0123456789ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 15) {
// Prepare mask for valid 32-bit elements (depends on nc).
const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << nc) - UINT32_C(1)));
_mm512_mask_storeu_ps(c3, vmask, vacc3x0123456789ABCDEF);
_mm512_mask_storeu_ps(c2, vmask, vacc2x0123456789ABCDEF);
_mm512_mask_storeu_ps(c1, vmask, vacc1x0123456789ABCDEF);
_mm512_mask_storeu_ps(c0, vmask, vacc0x0123456789ABCDEF);
}
nc = 0;
}
} while (nc != 0);
}
| 4,978
| 31.756579
| 106
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x16-minmax-fma3-broadcast.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/avx-broadcast.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <immintrin.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_4x16__fma3_broadcast(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
__m256 vacc0x01234567 = _mm256_load_ps(w);
__m256 vacc0x89ABCDEF = _mm256_load_ps(w + 8);
__m256 vacc1x01234567 = vacc0x01234567;
__m256 vacc1x89ABCDEF = vacc0x89ABCDEF;
__m256 vacc2x01234567 = vacc0x01234567;
__m256 vacc2x89ABCDEF = vacc0x89ABCDEF;
__m256 vacc3x01234567 = vacc0x01234567;
__m256 vacc3x89ABCDEF = vacc0x89ABCDEF;
w += 16;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const __m256 vb01234567 = _mm256_load_ps(w);
const __m256 vb89ABCDEF = _mm256_load_ps(w + 8);
w += 16;
const __m256 va0 = _mm256_broadcast_ss(a0);
a0 += 1;
const __m256 va1 = _mm256_broadcast_ss(a1);
a1 += 1;
const __m256 va2 = _mm256_broadcast_ss(a2);
a2 += 1;
const __m256 va3 = _mm256_broadcast_ss(a3);
a3 += 1;
vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567, vacc0x01234567);
vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEF, vacc0x89ABCDEF);
vacc1x01234567 = _mm256_fmadd_ps(va1, vb01234567, vacc1x01234567);
vacc1x89ABCDEF = _mm256_fmadd_ps(va1, vb89ABCDEF, vacc1x89ABCDEF);
vacc2x01234567 = _mm256_fmadd_ps(va2, vb01234567, vacc2x01234567);
vacc2x89ABCDEF = _mm256_fmadd_ps(va2, vb89ABCDEF, vacc2x89ABCDEF);
vacc3x01234567 = _mm256_fmadd_ps(va3, vb01234567, vacc3x01234567);
vacc3x89ABCDEF = _mm256_fmadd_ps(va3, vb89ABCDEF, vacc3x89ABCDEF);
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
const __m256 vmin = _mm256_load_ps(params->avx.min);
vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567);
vacc1x01234567 = _mm256_max_ps(vmin, vacc1x01234567);
vacc2x01234567 = _mm256_max_ps(vmin, vacc2x01234567);
vacc3x01234567 = _mm256_max_ps(vmin, vacc3x01234567);
vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_max_ps(vmin, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_max_ps(vmin, vacc2x89ABCDEF);
vacc3x89ABCDEF = _mm256_max_ps(vmin, vacc3x89ABCDEF);
const __m256 vmax = _mm256_load_ps(params->avx.max);
vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567);
vacc1x01234567 = _mm256_min_ps(vmax, vacc1x01234567);
vacc2x01234567 = _mm256_min_ps(vmax, vacc2x01234567);
vacc3x01234567 = _mm256_min_ps(vmax, vacc3x01234567);
vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF);
vacc1x89ABCDEF = _mm256_min_ps(vmax, vacc1x89ABCDEF);
vacc2x89ABCDEF = _mm256_min_ps(vmax, vacc2x89ABCDEF);
vacc3x89ABCDEF = _mm256_min_ps(vmax, vacc3x89ABCDEF);
if XNN_LIKELY(nc >= 16) {
_mm256_storeu_ps(c3, vacc3x01234567);
_mm256_storeu_ps(c3 + 8, vacc3x89ABCDEF);
c3 = (float*) ((uintptr_t) c3 + cn_stride);
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c2 + 8, vacc2x89ABCDEF);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c1 + 8, vacc1x89ABCDEF);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
_mm256_storeu_ps(c0, vacc0x01234567);
_mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 16;
} else {
if (nc & 8) {
_mm256_storeu_ps(c3, vacc3x01234567);
_mm256_storeu_ps(c2, vacc2x01234567);
_mm256_storeu_ps(c1, vacc1x01234567);
_mm256_storeu_ps(c0, vacc0x01234567);
vacc3x01234567 = vacc3x89ABCDEF;
vacc2x01234567 = vacc2x89ABCDEF;
vacc1x01234567 = vacc1x89ABCDEF;
vacc0x01234567 = vacc0x89ABCDEF;
c3 += 8;
c2 += 8;
c1 += 8;
c0 += 8;
}
__m128 vacc3x0123 = _mm256_castps256_ps128(vacc3x01234567);
__m128 vacc2x0123 = _mm256_castps256_ps128(vacc2x01234567);
__m128 vacc1x0123 = _mm256_castps256_ps128(vacc1x01234567);
__m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567);
if (nc & 4) {
_mm_storeu_ps(c3, vacc3x0123);
_mm_storeu_ps(c2, vacc2x0123);
_mm_storeu_ps(c1, vacc1x0123);
_mm_storeu_ps(c0, vacc0x0123);
vacc3x0123 = _mm256_extractf128_ps(vacc3x01234567, 1);
vacc2x0123 = _mm256_extractf128_ps(vacc2x01234567, 1);
vacc1x0123 = _mm256_extractf128_ps(vacc1x01234567, 1);
vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1);
c3 += 4;
c2 += 4;
c1 += 4;
c0 += 4;
}
if (nc & 2) {
_mm_storel_pi((__m64*) c3, vacc3x0123);
_mm_storel_pi((__m64*) c2, vacc2x0123);
_mm_storel_pi((__m64*) c1, vacc1x0123);
_mm_storel_pi((__m64*) c0, vacc0x0123);
vacc3x0123 = _mm_movehl_ps(vacc3x0123, vacc3x0123);
vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123);
vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123);
vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123);
c3 += 2;
c2 += 2;
c1 += 2;
c0 += 2;
}
if (nc & 1) {
_mm_store_ss(c3, vacc3x0123);
_mm_store_ss(c2, vacc2x0123);
_mm_store_ss(c1, vacc1x0123);
_mm_store_ss(c0, vacc0x0123);
}
nc = 0;
}
} while (nc != 0);
}
| 7,274
| 32.068182
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-minmax-aarch64-neonfma-lane-ld64.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/MRx2-neon-ld64.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/common.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_4x2__aarch64_neonfma_lane_ld64(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
float32x2_t vacc0x01 = vld1_f32(w); w += 2;
float32x2_t vacc1x01 = vacc0x01;
float32x2_t vacc2x01 = vacc0x01;
float32x2_t vacc3x01 = vacc0x01;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
const float32x2_t va0 = vld1_f32(a0); a0 += 2;
const float32x2_t va1 = vld1_f32(a1); a1 += 2;
const float32x2_t va2 = vld1_f32(a2); a2 += 2;
const float32x2_t va3 = vld1_f32(a3); a3 += 2;
const float32x2_t vb01c0 = vld1_f32(w); w += 2;
#if XNN_ARCH_ARM64
vacc0x01 = vfma_lane_f32(vacc0x01, vb01c0, va0, 0);
vacc1x01 = vfma_lane_f32(vacc1x01, vb01c0, va1, 0);
vacc2x01 = vfma_lane_f32(vacc2x01, vb01c0, va2, 0);
vacc3x01 = vfma_lane_f32(vacc3x01, vb01c0, va3, 0);
#else
const float32x2_t va0c0 = vdup_lane_f32(va0, 0);
const float32x2_t va1c0 = vdup_lane_f32(va1, 0);
const float32x2_t va2c0 = vdup_lane_f32(va2, 0);
const float32x2_t va3c0 = vdup_lane_f32(va3, 0);
vacc0x01 = vfma_f32(vacc0x01, va0c0, vb01c0);
vacc1x01 = vfma_f32(vacc1x01, va1c0, vb01c0);
vacc2x01 = vfma_f32(vacc2x01, va2c0, vb01c0);
vacc3x01 = vfma_f32(vacc3x01, va3c0, vb01c0);
#endif
const float32x2_t vb01c1 = vld1_f32(w); w += 2;
#if XNN_ARCH_ARM64
vacc0x01 = vfma_lane_f32(vacc0x01, vb01c1, va0, 1);
vacc1x01 = vfma_lane_f32(vacc1x01, vb01c1, va1, 1);
vacc2x01 = vfma_lane_f32(vacc2x01, vb01c1, va2, 1);
vacc3x01 = vfma_lane_f32(vacc3x01, vb01c1, va3, 1);
#else
const float32x2_t va0c1 = vdup_lane_f32(va0, 1);
const float32x2_t va1c1 = vdup_lane_f32(va1, 1);
const float32x2_t va2c1 = vdup_lane_f32(va2, 1);
const float32x2_t va3c1 = vdup_lane_f32(va3, 1);
vacc0x01 = vfma_f32(vacc0x01, va0c1, vb01c1);
vacc1x01 = vfma_f32(vacc1x01, va1c1, vb01c1);
vacc2x01 = vfma_f32(vacc2x01, va2c1, vb01c1);
vacc3x01 = vfma_f32(vacc3x01, va3c1, vb01c1);
#endif
}
if XNN_UNLIKELY(k != 0) {
const float32x2_t va0 = vld1_dup_f32(a0);
const float32x2_t va1 = vld1_dup_f32(a1);
const float32x2_t va2 = vld1_dup_f32(a2);
const float32x2_t va3 = vld1_dup_f32(a3);
const float32x2_t vb01 = vld1_f32(w); w += 2;
vacc0x01 = vfma_f32(vacc0x01, va0, vb01);
vacc1x01 = vfma_f32(vacc1x01, va1, vb01);
vacc2x01 = vfma_f32(vacc2x01, va2, vb01);
vacc3x01 = vfma_f32(vacc3x01, va3, vb01);
}
p -= 4 * sizeof(void*);
} while (p != 0);
const float32x2_t vmax = vld1_dup_f32(¶ms->scalar.max);
vacc0x01 = vmin_f32(vacc0x01, vmax);
vacc1x01 = vmin_f32(vacc1x01, vmax);
vacc2x01 = vmin_f32(vacc2x01, vmax);
vacc3x01 = vmin_f32(vacc3x01, vmax);
const float32x2_t vmin = vld1_dup_f32(¶ms->scalar.min);
vacc0x01 = vmax_f32(vacc0x01, vmin);
vacc1x01 = vmax_f32(vacc1x01, vmin);
vacc2x01 = vmax_f32(vacc2x01, vmin);
vacc3x01 = vmax_f32(vacc3x01, vmin);
if XNN_LIKELY(nc >= 2) {
vst1_f32(c3, vacc3x01);
c3 = (float*) ((uintptr_t) c3 + cn_stride);
vst1_f32(c2, vacc2x01);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
vst1_f32(c1, vacc1x01);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
vst1_f32(c0, vacc0x01);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
assert(nc == 1);
vst1_lane_f32(c3, vacc3x01, 0);
vst1_lane_f32(c2, vacc2x01, 0);
vst1_lane_f32(c1, vacc1x01, 0);
vst1_lane_f32(c0, vacc0x01, 0);
nc = 0;
}
} while (nc != 0);
}
| 5,871
| 31.441989
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-minmax-neon-lane-ld64.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/MRx2-neon-ld64.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <arm_neon.h>
#include <xnnpack/common.h>
#include <xnnpack/igemm.h>
void xnn_f32_igemm_minmax_ukernel_4x2__neon_lane_ld64(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
float32x2_t vacc0x01 = vld1_f32(w); w += 2;
float32x2_t vacc1x01 = vacc0x01;
float32x2_t vacc2x01 = vacc0x01;
float32x2_t vacc3x01 = vacc0x01;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
const float32x2_t va0 = vld1_f32(a0); a0 += 2;
const float32x2_t va1 = vld1_f32(a1); a1 += 2;
const float32x2_t va2 = vld1_f32(a2); a2 += 2;
const float32x2_t va3 = vld1_f32(a3); a3 += 2;
const float32x2_t vb01c0 = vld1_f32(w); w += 2;
vacc0x01 = vmla_lane_f32(vacc0x01, vb01c0, va0, 0);
vacc1x01 = vmla_lane_f32(vacc1x01, vb01c0, va1, 0);
vacc2x01 = vmla_lane_f32(vacc2x01, vb01c0, va2, 0);
vacc3x01 = vmla_lane_f32(vacc3x01, vb01c0, va3, 0);
const float32x2_t vb01c1 = vld1_f32(w); w += 2;
vacc0x01 = vmla_lane_f32(vacc0x01, vb01c1, va0, 1);
vacc1x01 = vmla_lane_f32(vacc1x01, vb01c1, va1, 1);
vacc2x01 = vmla_lane_f32(vacc2x01, vb01c1, va2, 1);
vacc3x01 = vmla_lane_f32(vacc3x01, vb01c1, va3, 1);
}
if XNN_UNLIKELY(k != 0) {
const float32x2_t va0 = vld1_dup_f32(a0);
const float32x2_t va1 = vld1_dup_f32(a1);
const float32x2_t va2 = vld1_dup_f32(a2);
const float32x2_t va3 = vld1_dup_f32(a3);
const float32x2_t vb01 = vld1_f32(w); w += 2;
vacc0x01 = vmla_f32(vacc0x01, va0, vb01);
vacc1x01 = vmla_f32(vacc1x01, va1, vb01);
vacc2x01 = vmla_f32(vacc2x01, va2, vb01);
vacc3x01 = vmla_f32(vacc3x01, va3, vb01);
}
p -= 4 * sizeof(void*);
} while (p != 0);
const float32x2_t vmax = vld1_dup_f32(¶ms->scalar.max);
vacc0x01 = vmin_f32(vacc0x01, vmax);
vacc1x01 = vmin_f32(vacc1x01, vmax);
vacc2x01 = vmin_f32(vacc2x01, vmax);
vacc3x01 = vmin_f32(vacc3x01, vmax);
const float32x2_t vmin = vld1_dup_f32(¶ms->scalar.min);
vacc0x01 = vmax_f32(vacc0x01, vmin);
vacc1x01 = vmax_f32(vacc1x01, vmin);
vacc2x01 = vmax_f32(vacc2x01, vmin);
vacc3x01 = vmax_f32(vacc3x01, vmin);
if XNN_LIKELY(nc >= 2) {
vst1_f32(c3, vacc3x01);
c3 = (float*) ((uintptr_t) c3 + cn_stride);
vst1_f32(c2, vacc2x01);
c2 = (float*) ((uintptr_t) c2 + cn_stride);
vst1_f32(c1, vacc1x01);
c1 = (float*) ((uintptr_t) c1 + cn_stride);
vst1_f32(c0, vacc0x01);
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
assert(nc == 1);
vst1_lane_f32(c3, vacc3x01, 0);
vst1_lane_f32(c2, vacc2x01, 0);
vst1_lane_f32(c1, vacc1x01, 0);
vst1_lane_f32(c0, vacc0x01, 0);
nc = 0;
}
} while (nc != 0);
}
| 4,812
| 29.27044
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-minmax-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_minmax_ukernel_4x2__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
const float vmin = params->scalar.min;
const float vmax = params->scalar.max;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc20 = vacc00;
float vacc21 = vacc01;
float vacc30 = vacc00;
float vacc31 = vacc01;
w += 2;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float va2 = *a2++;
const float va3 = *a3++;
const float vb0 = w[0];
const float vb1 = w[1];
w += 2;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc20 = math_muladd_f32(va2, vb0, vacc20);
vacc21 = math_muladd_f32(va2, vb1, vacc21);
vacc30 = math_muladd_f32(va3, vb0, vacc30);
vacc31 = math_muladd_f32(va3, vb1, vacc31);
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
vacc00 = math_max_f32(vacc00, vmin);
vacc01 = math_max_f32(vacc01, vmin);
vacc10 = math_max_f32(vacc10, vmin);
vacc11 = math_max_f32(vacc11, vmin);
vacc20 = math_max_f32(vacc20, vmin);
vacc21 = math_max_f32(vacc21, vmin);
vacc30 = math_max_f32(vacc30, vmin);
vacc31 = math_max_f32(vacc31, vmin);
vacc00 = math_min_f32(vacc00, vmax);
vacc01 = math_min_f32(vacc01, vmax);
vacc10 = math_min_f32(vacc10, vmax);
vacc11 = math_min_f32(vacc11, vmax);
vacc20 = math_min_f32(vacc20, vmax);
vacc21 = math_min_f32(vacc21, vmax);
vacc30 = math_min_f32(vacc30, vmax);
vacc31 = math_min_f32(vacc31, vmax);
if XNN_LIKELY(nc >= 2) {
c3[0] = vacc30;
c3[1] = vacc31;
c3 = (float*) ((uintptr_t) c3 + cn_stride);
c2[0] = vacc20;
c2[1] = vacc21;
c2 = (float*) ((uintptr_t) c2 + cn_stride);
c1[0] = vacc10;
c1[1] = vacc11;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
if (nc & 1) {
c3[0] = vacc30;
c2[0] = vacc20;
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 4,435
| 26.04878
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-minmax-wasm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_minmax_ukernel_4x2__wasm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
const float vmin = params->scalar.min;
const float vmax = params->scalar.max;
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc20 = vacc00;
float vacc21 = vacc01;
float vacc30 = vacc00;
float vacc31 = vacc01;
w += 2;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float va2 = *a2++;
const float va3 = *a3++;
const float vb0 = w[0];
const float vb1 = w[1];
w += 2;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc20 = math_muladd_f32(va2, vb0, vacc20);
vacc21 = math_muladd_f32(va2, vb1, vacc21);
vacc30 = math_muladd_f32(va3, vb0, vacc30);
vacc31 = math_muladd_f32(va3, vb1, vacc31);
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
vacc00 = __builtin_wasm_max_f32(vacc00, vmin);
vacc01 = __builtin_wasm_max_f32(vacc01, vmin);
vacc10 = __builtin_wasm_max_f32(vacc10, vmin);
vacc11 = __builtin_wasm_max_f32(vacc11, vmin);
vacc20 = __builtin_wasm_max_f32(vacc20, vmin);
vacc21 = __builtin_wasm_max_f32(vacc21, vmin);
vacc30 = __builtin_wasm_max_f32(vacc30, vmin);
vacc31 = __builtin_wasm_max_f32(vacc31, vmin);
vacc00 = __builtin_wasm_min_f32(vacc00, vmax);
vacc01 = __builtin_wasm_min_f32(vacc01, vmax);
vacc10 = __builtin_wasm_min_f32(vacc10, vmax);
vacc11 = __builtin_wasm_min_f32(vacc11, vmax);
vacc20 = __builtin_wasm_min_f32(vacc20, vmax);
vacc21 = __builtin_wasm_min_f32(vacc21, vmax);
vacc30 = __builtin_wasm_min_f32(vacc30, vmax);
vacc31 = __builtin_wasm_min_f32(vacc31, vmax);
if XNN_LIKELY(nc >= 2) {
c3[0] = vacc30;
c3[1] = vacc31;
c3 = (float*) ((uintptr_t) c3 + cn_stride);
c2[0] = vacc20;
c2[1] = vacc21;
c2 = (float*) ((uintptr_t) c2 + cn_stride);
c1[0] = vacc10;
c1[1] = vacc11;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
if (nc & 1) {
c3[0] = vacc30;
c2[0] = vacc20;
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 4,593
| 27.012195
| 75
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-relu-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_relu_ukernel_4x2__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc20 = vacc00;
float vacc21 = vacc01;
float vacc30 = vacc00;
float vacc31 = vacc01;
w += 2;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float va2 = *a2++;
const float va3 = *a3++;
const float vb0 = w[0];
const float vb1 = w[1];
w += 2;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc20 = math_muladd_f32(va2, vb0, vacc20);
vacc21 = math_muladd_f32(va2, vb1, vacc21);
vacc30 = math_muladd_f32(va3, vb0, vacc30);
vacc31 = math_muladd_f32(va3, vb1, vacc31);
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
vacc00 = math_max_f32(vacc00, 0.0f);
vacc01 = math_max_f32(vacc01, 0.0f);
vacc10 = math_max_f32(vacc10, 0.0f);
vacc11 = math_max_f32(vacc11, 0.0f);
vacc20 = math_max_f32(vacc20, 0.0f);
vacc21 = math_max_f32(vacc21, 0.0f);
vacc30 = math_max_f32(vacc30, 0.0f);
vacc31 = math_max_f32(vacc31, 0.0f);
if XNN_LIKELY(nc >= 2) {
c3[0] = vacc30;
c3[1] = vacc31;
c3 = (float*) ((uintptr_t) c3 + cn_stride);
c2[0] = vacc20;
c2[1] = vacc21;
c2 = (float*) ((uintptr_t) c2 + cn_stride);
c1[0] = vacc10;
c1[1] = vacc11;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
if (nc & 1) {
c3[0] = vacc30;
c2[0] = vacc20;
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 4,020
| 25.281046
| 73
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-relu-wasm.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_relu_ukernel_4x2__wasm(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc20 = vacc00;
float vacc21 = vacc01;
float vacc30 = vacc00;
float vacc31 = vacc01;
w += 2;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float va2 = *a2++;
const float va3 = *a3++;
const float vb0 = w[0];
const float vb1 = w[1];
w += 2;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc20 = math_muladd_f32(va2, vb0, vacc20);
vacc21 = math_muladd_f32(va2, vb1, vacc21);
vacc30 = math_muladd_f32(va3, vb0, vacc30);
vacc31 = math_muladd_f32(va3, vb1, vacc31);
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
vacc00 = __builtin_wasm_max_f32(vacc00, 0.0f);
vacc01 = __builtin_wasm_max_f32(vacc01, 0.0f);
vacc10 = __builtin_wasm_max_f32(vacc10, 0.0f);
vacc11 = __builtin_wasm_max_f32(vacc11, 0.0f);
vacc20 = __builtin_wasm_max_f32(vacc20, 0.0f);
vacc21 = __builtin_wasm_max_f32(vacc21, 0.0f);
vacc30 = __builtin_wasm_max_f32(vacc30, 0.0f);
vacc31 = __builtin_wasm_max_f32(vacc31, 0.0f);
if XNN_LIKELY(nc >= 2) {
c3[0] = vacc30;
c3[1] = vacc31;
c3 = (float*) ((uintptr_t) c3 + cn_stride);
c2[0] = vacc20;
c2[1] = vacc21;
c2 = (float*) ((uintptr_t) c2 + cn_stride);
c1[0] = vacc10;
c1[1] = vacc11;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
if (nc & 1) {
c3[0] = vacc30;
c2[0] = vacc20;
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 4,098
| 25.79085
| 73
|
c
|
XNNPACK
|
XNNPACK-master/src/f32-igemm/gen/f32-igemm-4x2-scalar.c
|
// Auto-generated file. Do not edit!
// Template: src/f32-igemm/scalar.c.in
// Generator: tools/xngen
//
// 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 <assert.h>
#include <xnnpack/igemm.h>
#include <xnnpack/math.h>
void xnn_f32_igemm_ukernel_4x2__scalar(
size_t mr,
size_t nc,
size_t kc,
size_t ks,
const float** restrict a,
const float* restrict w,
float* restrict c,
size_t cm_stride,
size_t cn_stride,
size_t a_offset,
const float* zero,
const union xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)])
{
assert(mr != 0);
assert(mr <= 4);
assert(nc != 0);
assert(kc != 0);
assert(kc % sizeof(float) == 0);
assert(ks != 0);
assert(ks % (4 * sizeof(void*)) == 0);
assert(a_offset % sizeof(float) == 0);
assert(a != NULL);
assert(w != NULL);
assert(c != NULL);
float* c0 = c;
float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
if XNN_UNPREDICTABLE(mr < 2) {
c1 = c0;
}
float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
if XNN_UNPREDICTABLE(mr <= 2) {
c2 = c1;
}
float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
if XNN_UNPREDICTABLE(mr != 4) {
c3 = c2;
}
do {
float vacc00 = w[0];
float vacc01 = w[1];
float vacc10 = vacc00;
float vacc11 = vacc01;
float vacc20 = vacc00;
float vacc21 = vacc01;
float vacc30 = vacc00;
float vacc31 = vacc01;
w += 2;
size_t p = ks;
do {
const float* restrict a0 = a[0];
assert(a0 != NULL);
if XNN_UNPREDICTABLE(a0 != zero) {
a0 = (const float*) ((uintptr_t) a0 + a_offset);
}
const float* restrict a1 = a[1];
assert(a1 != NULL);
if XNN_UNPREDICTABLE(a1 != zero) {
a1 = (const float*) ((uintptr_t) a1 + a_offset);
}
const float* restrict a2 = a[2];
assert(a2 != NULL);
if XNN_UNPREDICTABLE(a2 != zero) {
a2 = (const float*) ((uintptr_t) a2 + a_offset);
}
const float* restrict a3 = a[3];
assert(a3 != NULL);
if XNN_UNPREDICTABLE(a3 != zero) {
a3 = (const float*) ((uintptr_t) a3 + a_offset);
}
a += 4;
size_t k = kc;
do {
const float va0 = *a0++;
const float va1 = *a1++;
const float va2 = *a2++;
const float va3 = *a3++;
const float vb0 = w[0];
const float vb1 = w[1];
w += 2;
vacc00 = math_muladd_f32(va0, vb0, vacc00);
vacc01 = math_muladd_f32(va0, vb1, vacc01);
vacc10 = math_muladd_f32(va1, vb0, vacc10);
vacc11 = math_muladd_f32(va1, vb1, vacc11);
vacc20 = math_muladd_f32(va2, vb0, vacc20);
vacc21 = math_muladd_f32(va2, vb1, vacc21);
vacc30 = math_muladd_f32(va3, vb0, vacc30);
vacc31 = math_muladd_f32(va3, vb1, vacc31);
k -= sizeof(float);
} while (k != 0);
p -= 4 * sizeof(void*);
} while (p != 0);
if XNN_LIKELY(nc >= 2) {
c3[0] = vacc30;
c3[1] = vacc31;
c3 = (float*) ((uintptr_t) c3 + cn_stride);
c2[0] = vacc20;
c2[1] = vacc21;
c2 = (float*) ((uintptr_t) c2 + cn_stride);
c1[0] = vacc10;
c1[1] = vacc11;
c1 = (float*) ((uintptr_t) c1 + cn_stride);
c0[0] = vacc00;
c0[1] = vacc01;
c0 = (float*) ((uintptr_t) c0 + cn_stride);
a = (const float**restrict) ((uintptr_t) a - ks);
nc -= 2;
} else {
if (nc & 1) {
c3[0] = vacc30;
c2[0] = vacc20;
c1[0] = vacc10;
c0[0] = vacc00;
}
nc = 0;
}
} while (nc != 0);
}
| 3,690
| 24.455172
| 76
|
c
|
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