| // Auto-generated file. Do not edit! |
| // Template: src/f32-dwconv/up-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 <xmmintrin.h> |
| |
| #include <xnnpack/dwconv.h> |
| |
| |
| void xnn_f32_dwconv_ukernel_up4x25__sse_acc2( |
| size_t channels, |
| size_t output_width, |
| const float** input, |
| const float* weights, |
| float* output, |
| size_t input_stride, |
| size_t output_increment, |
| const union xnn_f32_output_params params[restrict static 1]) |
| { |
| assert(channels != 0); |
| assert(output_width != 0); |
| |
| const __m128 vmax = _mm_load_ps(params->sse.max); |
| const __m128 vmin = _mm_load_ps(params->sse.min); |
| do { |
| const float* i0 = input[0]; |
| assert(i0 != NULL); |
| const float* i1 = input[1]; |
| assert(i1 != NULL); |
| const float* i2 = input[2]; |
| assert(i2 != NULL); |
| const float* i3 = input[3]; |
| assert(i3 != NULL); |
| const float* i4 = input[4]; |
| assert(i4 != NULL); |
| const float* i5 = input[5]; |
| assert(i5 != NULL); |
| const float* i6 = input[6]; |
| assert(i6 != NULL); |
| const float* i7 = input[7]; |
| assert(i7 != NULL); |
| const float* i8 = input[8]; |
| assert(i8 != NULL); |
| const float* i9 = input[9]; |
| assert(i9 != NULL); |
| const float* i10 = input[10]; |
| assert(i10 != NULL); |
| const float* i11 = input[11]; |
| assert(i11 != NULL); |
| const float* i12 = input[12]; |
| assert(i12 != NULL); |
| const float* i13 = input[13]; |
| assert(i13 != NULL); |
| const float* i14 = input[14]; |
| assert(i14 != NULL); |
| const float* i15 = input[15]; |
| assert(i15 != NULL); |
| const float* i16 = input[16]; |
| assert(i16 != NULL); |
| const float* i17 = input[17]; |
| assert(i17 != NULL); |
| const float* i18 = input[18]; |
| assert(i18 != NULL); |
| const float* i19 = input[19]; |
| assert(i19 != NULL); |
| const float* i20 = input[20]; |
| assert(i20 != NULL); |
| const float* i21 = input[21]; |
| assert(i21 != NULL); |
| const float* i22 = input[22]; |
| assert(i22 != NULL); |
| const float* i23 = input[23]; |
| assert(i23 != NULL); |
| const float* i24 = input[24]; |
| assert(i24 != NULL); |
| input = (const float**) ((uintptr_t) input + input_stride); |
| |
| size_t c = channels; |
| const float* w = weights; |
| for (; c >= 4; c -= 4) { |
| __m128 vacc0123p0 = _mm_load_ps(w); |
| |
| |
| const __m128 vi0x0123 = _mm_loadu_ps(i0); |
| i0 += 4; |
| |
| const __m128 vk0x0123 = _mm_load_ps(w + 4); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi0x0123, vk0x0123)); |
| |
| const __m128 vi1x0123 = _mm_loadu_ps(i1); |
| i1 += 4; |
| |
| const __m128 vk1x0123 = _mm_load_ps(w + 8); |
| __m128 vacc0123p1 = _mm_mul_ps(vi1x0123, vk1x0123); |
| |
| const __m128 vi2x0123 = _mm_loadu_ps(i2); |
| i2 += 4; |
| |
| const __m128 vk2x0123 = _mm_load_ps(w + 12); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi2x0123, vk2x0123)); |
| |
| const __m128 vi3x0123 = _mm_loadu_ps(i3); |
| i3 += 4; |
| |
| const __m128 vk3x0123 = _mm_load_ps(w + 16); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi3x0123, vk3x0123)); |
| |
| const __m128 vi4x0123 = _mm_loadu_ps(i4); |
| i4 += 4; |
| |
| const __m128 vk4x0123 = _mm_load_ps(w + 20); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi4x0123, vk4x0123)); |
| |
| const __m128 vi5x0123 = _mm_loadu_ps(i5); |
| i5 += 4; |
| |
| const __m128 vk5x0123 = _mm_load_ps(w + 24); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi5x0123, vk5x0123)); |
| |
| const __m128 vi6x0123 = _mm_loadu_ps(i6); |
| i6 += 4; |
| |
| const __m128 vk6x0123 = _mm_load_ps(w + 28); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi6x0123, vk6x0123)); |
| |
| const __m128 vi7x0123 = _mm_loadu_ps(i7); |
| i7 += 4; |
| |
| const __m128 vk7x0123 = _mm_load_ps(w + 32); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi7x0123, vk7x0123)); |
| |
| const __m128 vi8x0123 = _mm_loadu_ps(i8); |
| i8 += 4; |
| |
| const __m128 vk8x0123 = _mm_load_ps(w + 36); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi8x0123, vk8x0123)); |
| |
| const __m128 vi9x0123 = _mm_loadu_ps(i9); |
| i9 += 4; |
| |
| const __m128 vk9x0123 = _mm_load_ps(w + 40); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi9x0123, vk9x0123)); |
| |
| const __m128 vi10x0123 = _mm_loadu_ps(i10); |
| i10 += 4; |
| |
| const __m128 vk10x0123 = _mm_load_ps(w + 44); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi10x0123, vk10x0123)); |
| |
| const __m128 vi11x0123 = _mm_loadu_ps(i11); |
| i11 += 4; |
| |
| const __m128 vk11x0123 = _mm_load_ps(w + 48); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi11x0123, vk11x0123)); |
| |
| const __m128 vi12x0123 = _mm_loadu_ps(i12); |
| i12 += 4; |
| |
| const __m128 vk12x0123 = _mm_load_ps(w + 52); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi12x0123, vk12x0123)); |
| |
| const __m128 vi13x0123 = _mm_loadu_ps(i13); |
| i13 += 4; |
| |
| const __m128 vk13x0123 = _mm_load_ps(w + 56); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi13x0123, vk13x0123)); |
| |
| const __m128 vi14x0123 = _mm_loadu_ps(i14); |
| i14 += 4; |
| |
| const __m128 vk14x0123 = _mm_load_ps(w + 60); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi14x0123, vk14x0123)); |
| |
| const __m128 vi15x0123 = _mm_loadu_ps(i15); |
| i15 += 4; |
| |
| const __m128 vk15x0123 = _mm_load_ps(w + 64); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi15x0123, vk15x0123)); |
| |
| const __m128 vi16x0123 = _mm_loadu_ps(i16); |
| i16 += 4; |
| |
| const __m128 vk16x0123 = _mm_load_ps(w + 68); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi16x0123, vk16x0123)); |
| |
| const __m128 vi17x0123 = _mm_loadu_ps(i17); |
| i17 += 4; |
| |
| const __m128 vk17x0123 = _mm_load_ps(w + 72); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi17x0123, vk17x0123)); |
| |
| const __m128 vi18x0123 = _mm_loadu_ps(i18); |
| i18 += 4; |
| |
| const __m128 vk18x0123 = _mm_load_ps(w + 76); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi18x0123, vk18x0123)); |
| |
| const __m128 vi19x0123 = _mm_loadu_ps(i19); |
| i19 += 4; |
| |
| const __m128 vk19x0123 = _mm_load_ps(w + 80); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi19x0123, vk19x0123)); |
| |
| const __m128 vi20x0123 = _mm_loadu_ps(i20); |
| i20 += 4; |
| |
| const __m128 vk20x0123 = _mm_load_ps(w + 84); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi20x0123, vk20x0123)); |
| |
| const __m128 vi21x0123 = _mm_loadu_ps(i21); |
| i21 += 4; |
| |
| const __m128 vk21x0123 = _mm_load_ps(w + 88); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi21x0123, vk21x0123)); |
| |
| const __m128 vi22x0123 = _mm_loadu_ps(i22); |
| i22 += 4; |
| |
| const __m128 vk22x0123 = _mm_load_ps(w + 92); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi22x0123, vk22x0123)); |
| |
| const __m128 vi23x0123 = _mm_loadu_ps(i23); |
| i23 += 4; |
| |
| const __m128 vk23x0123 = _mm_load_ps(w + 96); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi23x0123, vk23x0123)); |
| |
| const __m128 vi24x0123 = _mm_loadu_ps(i24); |
| i24 += 4; |
| |
| const __m128 vk24x0123 = _mm_load_ps(w + 100); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi24x0123, vk24x0123)); |
| |
| w += 104; |
| |
| // Add up all accumulators to vacc0123p0 |
| vacc0123p0 = _mm_add_ps(vacc0123p0, vacc0123p1); |
| |
| __m128 vacc0123 = _mm_max_ps(vacc0123p0, vmin); |
| vacc0123 = _mm_min_ps(vacc0123, vmax); |
| |
| _mm_storeu_ps(output, vacc0123); |
| output += 4; |
| } |
| if XNN_UNLIKELY(c != 0) { |
| __m128 vacc0123p0 = _mm_load_ps(w); |
| |
| const __m128 vi0x0123 = _mm_loadu_ps(i0); |
| const __m128 vk0x0123 = _mm_load_ps(w + 4); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi0x0123, vk0x0123)); |
| |
| const __m128 vi1x0123 = _mm_loadu_ps(i1); |
| const __m128 vk1x0123 = _mm_load_ps(w + 8); |
| __m128 vacc0123p1 = _mm_mul_ps(vi1x0123, vk1x0123); |
| |
| const __m128 vi2x0123 = _mm_loadu_ps(i2); |
| const __m128 vk2x0123 = _mm_load_ps(w + 12); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi2x0123, vk2x0123)); |
| |
| const __m128 vi3x0123 = _mm_loadu_ps(i3); |
| const __m128 vk3x0123 = _mm_load_ps(w + 16); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi3x0123, vk3x0123)); |
| |
| const __m128 vi4x0123 = _mm_loadu_ps(i4); |
| const __m128 vk4x0123 = _mm_load_ps(w + 20); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi4x0123, vk4x0123)); |
| |
| const __m128 vi5x0123 = _mm_loadu_ps(i5); |
| const __m128 vk5x0123 = _mm_load_ps(w + 24); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi5x0123, vk5x0123)); |
| |
| const __m128 vi6x0123 = _mm_loadu_ps(i6); |
| const __m128 vk6x0123 = _mm_load_ps(w + 28); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi6x0123, vk6x0123)); |
| |
| const __m128 vi7x0123 = _mm_loadu_ps(i7); |
| const __m128 vk7x0123 = _mm_load_ps(w + 32); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi7x0123, vk7x0123)); |
| |
| const __m128 vi8x0123 = _mm_loadu_ps(i8); |
| const __m128 vk8x0123 = _mm_load_ps(w + 36); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi8x0123, vk8x0123)); |
| |
| const __m128 vi9x0123 = _mm_loadu_ps(i9); |
| const __m128 vk9x0123 = _mm_load_ps(w + 40); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi9x0123, vk9x0123)); |
| |
| const __m128 vi10x0123 = _mm_loadu_ps(i10); |
| const __m128 vk10x0123 = _mm_load_ps(w + 44); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi10x0123, vk10x0123)); |
| |
| const __m128 vi11x0123 = _mm_loadu_ps(i11); |
| const __m128 vk11x0123 = _mm_load_ps(w + 48); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi11x0123, vk11x0123)); |
| |
| const __m128 vi12x0123 = _mm_loadu_ps(i12); |
| const __m128 vk12x0123 = _mm_load_ps(w + 52); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi12x0123, vk12x0123)); |
| |
| const __m128 vi13x0123 = _mm_loadu_ps(i13); |
| const __m128 vk13x0123 = _mm_load_ps(w + 56); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi13x0123, vk13x0123)); |
| |
| const __m128 vi14x0123 = _mm_loadu_ps(i14); |
| const __m128 vk14x0123 = _mm_load_ps(w + 60); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi14x0123, vk14x0123)); |
| |
| const __m128 vi15x0123 = _mm_loadu_ps(i15); |
| const __m128 vk15x0123 = _mm_load_ps(w + 64); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi15x0123, vk15x0123)); |
| |
| const __m128 vi16x0123 = _mm_loadu_ps(i16); |
| const __m128 vk16x0123 = _mm_load_ps(w + 68); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi16x0123, vk16x0123)); |
| |
| const __m128 vi17x0123 = _mm_loadu_ps(i17); |
| const __m128 vk17x0123 = _mm_load_ps(w + 72); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi17x0123, vk17x0123)); |
| |
| const __m128 vi18x0123 = _mm_loadu_ps(i18); |
| const __m128 vk18x0123 = _mm_load_ps(w + 76); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi18x0123, vk18x0123)); |
| |
| const __m128 vi19x0123 = _mm_loadu_ps(i19); |
| const __m128 vk19x0123 = _mm_load_ps(w + 80); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi19x0123, vk19x0123)); |
| |
| const __m128 vi20x0123 = _mm_loadu_ps(i20); |
| const __m128 vk20x0123 = _mm_load_ps(w + 84); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi20x0123, vk20x0123)); |
| |
| const __m128 vi21x0123 = _mm_loadu_ps(i21); |
| const __m128 vk21x0123 = _mm_load_ps(w + 88); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi21x0123, vk21x0123)); |
| |
| const __m128 vi22x0123 = _mm_loadu_ps(i22); |
| const __m128 vk22x0123 = _mm_load_ps(w + 92); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi22x0123, vk22x0123)); |
| |
| const __m128 vi23x0123 = _mm_loadu_ps(i23); |
| const __m128 vk23x0123 = _mm_load_ps(w + 96); |
| vacc0123p1 = _mm_add_ps(vacc0123p1, _mm_mul_ps(vi23x0123, vk23x0123)); |
| |
| const __m128 vi24x0123 = _mm_loadu_ps(i24); |
| const __m128 vk24x0123 = _mm_load_ps(w + 100); |
| vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi24x0123, vk24x0123)); |
| |
| // Add up all accumulators to vacc0123p0 |
| vacc0123p0 = _mm_add_ps(vacc0123p0, vacc0123p1); |
| |
| __m128 vacc0123 = _mm_max_ps(vacc0123p0, vmin); |
| vacc0123 = _mm_min_ps(vacc0123, vmax); |
| |
| if (c & 2) { |
| _mm_storel_pi((__m64*) output, vacc0123); |
| vacc0123 = _mm_movehl_ps(vacc0123, vacc0123); |
| output += 2; |
| } |
| if (c & 1) { |
| _mm_store_ss(output, vacc0123); |
| output += 1; |
| } |
| } |
| |
| output = (float*) ((uintptr_t) output + output_increment); |
| } while (--output_width != 0); |
| } |