// Auto-generated file. Do not edit! // Template: src/f32-dwconv/unipass-avx512.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 #include #include #include void xnn_f32_dwconv_minmax_ukernel_25p32c__avx512f( size_t channels, size_t output_width, const float** input, const float* weights, float* output, intptr_t input_stride, size_t output_increment, size_t input_offset, const float* zero, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(channels != 0); assert(output_width != 0); const __m512 vmin = _mm512_set1_ps(params->scalar.min); const __m512 vmax = _mm512_set1_ps(params->scalar.max); do { const float* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } const float* i5 = input[5]; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const float*) ((uintptr_t) i5 + input_offset); } const float* i6 = input[6]; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const float*) ((uintptr_t) i6 + input_offset); } const float* i7 = input[7]; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const float*) ((uintptr_t) i7 + input_offset); } const float* i8 = input[8]; assert(i8 != NULL); if XNN_UNPREDICTABLE(i8 != zero) { i8 = (const float*) ((uintptr_t) i8 + input_offset); } const float* i9 = input[9]; assert(i9 != NULL); if XNN_UNPREDICTABLE(i9 != zero) { i9 = (const float*) ((uintptr_t) i9 + input_offset); } const float* i10 = input[10]; assert(i10 != NULL); if XNN_UNPREDICTABLE(i10 != zero) { i10 = (const float*) ((uintptr_t) i10 + input_offset); } const float* i11 = input[11]; assert(i11 != NULL); if XNN_UNPREDICTABLE(i11 != zero) { i11 = (const float*) ((uintptr_t) i11 + input_offset); } const float* i12 = input[12]; assert(i12 != NULL); if XNN_UNPREDICTABLE(i12 != zero) { i12 = (const float*) ((uintptr_t) i12 + input_offset); } const float* i13 = input[13]; assert(i13 != NULL); if XNN_UNPREDICTABLE(i13 != zero) { i13 = (const float*) ((uintptr_t) i13 + input_offset); } const float* i14 = input[14]; assert(i14 != NULL); if XNN_UNPREDICTABLE(i14 != zero) { i14 = (const float*) ((uintptr_t) i14 + input_offset); } const float* i15 = input[15]; assert(i15 != NULL); if XNN_UNPREDICTABLE(i15 != zero) { i15 = (const float*) ((uintptr_t) i15 + input_offset); } const float* i16 = input[16]; assert(i16 != NULL); if XNN_UNPREDICTABLE(i16 != zero) { i16 = (const float*) ((uintptr_t) i16 + input_offset); } const float* i17 = input[17]; assert(i17 != NULL); if XNN_UNPREDICTABLE(i17 != zero) { i17 = (const float*) ((uintptr_t) i17 + input_offset); } const float* i18 = input[18]; assert(i18 != NULL); if XNN_UNPREDICTABLE(i18 != zero) { i18 = (const float*) ((uintptr_t) i18 + input_offset); } const float* i19 = input[19]; assert(i19 != NULL); if XNN_UNPREDICTABLE(i19 != zero) { i19 = (const float*) ((uintptr_t) i19 + input_offset); } const float* i20 = input[20]; assert(i20 != NULL); if XNN_UNPREDICTABLE(i20 != zero) { i20 = (const float*) ((uintptr_t) i20 + input_offset); } const float* i21 = input[21]; assert(i21 != NULL); if XNN_UNPREDICTABLE(i21 != zero) { i21 = (const float*) ((uintptr_t) i21 + input_offset); } const float* i22 = input[22]; assert(i22 != NULL); if XNN_UNPREDICTABLE(i22 != zero) { i22 = (const float*) ((uintptr_t) i22 + input_offset); } const float* i23 = input[23]; assert(i23 != NULL); if XNN_UNPREDICTABLE(i23 != zero) { i23 = (const float*) ((uintptr_t) i23 + input_offset); } const float* i24 = input[24]; assert(i24 != NULL); if XNN_UNPREDICTABLE(i24 != zero) { i24 = (const float*) ((uintptr_t) i24 + input_offset); } input = (const float**) ((uintptr_t) input + input_stride); size_t c = channels; const float* w = weights; for (; c >= 32; c -= 32) { __m512 vacc0123456789ABCDEFp0 = _mm512_load_ps(w); __m512 vaccGHIJKLMNOPQRSTUVp0 = _mm512_load_ps(w + 16); const __m512 vi0x0123456789ABCDEF = _mm512_loadu_ps(i0); const __m512 vi0xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i0 + 16); i0 += 32; const __m512 vk0x0123456789ABCDEF = _mm512_load_ps(w + 32); const __m512 vk0xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 48); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi0x0123456789ABCDEF, vk0x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi0xGHIJKLMNOPQRSTUV, vk0xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi1x0123456789ABCDEF = _mm512_loadu_ps(i1); const __m512 vi1xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i1 + 16); i1 += 32; const __m512 vk1x0123456789ABCDEF = _mm512_load_ps(w + 64); const __m512 vk1xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 80); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi1x0123456789ABCDEF, vk1x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi1xGHIJKLMNOPQRSTUV, vk1xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi2x0123456789ABCDEF = _mm512_loadu_ps(i2); const __m512 vi2xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i2 + 16); i2 += 32; const __m512 vk2x0123456789ABCDEF = _mm512_load_ps(w + 96); const __m512 vk2xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 112); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi2x0123456789ABCDEF, vk2x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi2xGHIJKLMNOPQRSTUV, vk2xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi3x0123456789ABCDEF = _mm512_loadu_ps(i3); const __m512 vi3xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i3 + 16); i3 += 32; const __m512 vk3x0123456789ABCDEF = _mm512_load_ps(w + 128); const __m512 vk3xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 144); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi3x0123456789ABCDEF, vk3x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi3xGHIJKLMNOPQRSTUV, vk3xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi4x0123456789ABCDEF = _mm512_loadu_ps(i4); const __m512 vi4xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i4 + 16); i4 += 32; const __m512 vk4x0123456789ABCDEF = _mm512_load_ps(w + 160); const __m512 vk4xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 176); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi4x0123456789ABCDEF, vk4x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi4xGHIJKLMNOPQRSTUV, vk4xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi5x0123456789ABCDEF = _mm512_loadu_ps(i5); const __m512 vi5xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i5 + 16); i5 += 32; const __m512 vk5x0123456789ABCDEF = _mm512_load_ps(w + 192); const __m512 vk5xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 208); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi5x0123456789ABCDEF, vk5x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi5xGHIJKLMNOPQRSTUV, vk5xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi6x0123456789ABCDEF = _mm512_loadu_ps(i6); const __m512 vi6xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i6 + 16); i6 += 32; const __m512 vk6x0123456789ABCDEF = _mm512_load_ps(w + 224); const __m512 vk6xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 240); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi6x0123456789ABCDEF, vk6x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi6xGHIJKLMNOPQRSTUV, vk6xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi7x0123456789ABCDEF = _mm512_loadu_ps(i7); const __m512 vi7xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i7 + 16); i7 += 32; const __m512 vk7x0123456789ABCDEF = _mm512_load_ps(w + 256); const __m512 vk7xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 272); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi7x0123456789ABCDEF, vk7x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi7xGHIJKLMNOPQRSTUV, vk7xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi8x0123456789ABCDEF = _mm512_loadu_ps(i8); const __m512 vi8xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i8 + 16); i8 += 32; const __m512 vk8x0123456789ABCDEF = _mm512_load_ps(w + 288); const __m512 vk8xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 304); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi8x0123456789ABCDEF, vk8x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi8xGHIJKLMNOPQRSTUV, vk8xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi9x0123456789ABCDEF = _mm512_loadu_ps(i9); const __m512 vi9xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i9 + 16); i9 += 32; const __m512 vk9x0123456789ABCDEF = _mm512_load_ps(w + 320); const __m512 vk9xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 336); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi9x0123456789ABCDEF, vk9x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi9xGHIJKLMNOPQRSTUV, vk9xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi10x0123456789ABCDEF = _mm512_loadu_ps(i10); const __m512 vi10xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i10 + 16); i10 += 32; const __m512 vk10x0123456789ABCDEF = _mm512_load_ps(w + 352); const __m512 vk10xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 368); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi10x0123456789ABCDEF, vk10x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi10xGHIJKLMNOPQRSTUV, vk10xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi11x0123456789ABCDEF = _mm512_loadu_ps(i11); const __m512 vi11xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i11 + 16); i11 += 32; const __m512 vk11x0123456789ABCDEF = _mm512_load_ps(w + 384); const __m512 vk11xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 400); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi11x0123456789ABCDEF, vk11x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi11xGHIJKLMNOPQRSTUV, vk11xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi12x0123456789ABCDEF = _mm512_loadu_ps(i12); const __m512 vi12xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i12 + 16); i12 += 32; const __m512 vk12x0123456789ABCDEF = _mm512_load_ps(w + 416); const __m512 vk12xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 432); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi12x0123456789ABCDEF, vk12x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi12xGHIJKLMNOPQRSTUV, vk12xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi13x0123456789ABCDEF = _mm512_loadu_ps(i13); const __m512 vi13xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i13 + 16); i13 += 32; const __m512 vk13x0123456789ABCDEF = _mm512_load_ps(w + 448); const __m512 vk13xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 464); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi13x0123456789ABCDEF, vk13x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi13xGHIJKLMNOPQRSTUV, vk13xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi14x0123456789ABCDEF = _mm512_loadu_ps(i14); const __m512 vi14xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i14 + 16); i14 += 32; const __m512 vk14x0123456789ABCDEF = _mm512_load_ps(w + 480); const __m512 vk14xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 496); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi14x0123456789ABCDEF, vk14x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi14xGHIJKLMNOPQRSTUV, vk14xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi15x0123456789ABCDEF = _mm512_loadu_ps(i15); const __m512 vi15xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i15 + 16); i15 += 32; const __m512 vk15x0123456789ABCDEF = _mm512_load_ps(w + 512); const __m512 vk15xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 528); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi15x0123456789ABCDEF, vk15x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi15xGHIJKLMNOPQRSTUV, vk15xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi16x0123456789ABCDEF = _mm512_loadu_ps(i16); const __m512 vi16xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i16 + 16); i16 += 32; const __m512 vk16x0123456789ABCDEF = _mm512_load_ps(w + 544); const __m512 vk16xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 560); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi16x0123456789ABCDEF, vk16x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi16xGHIJKLMNOPQRSTUV, vk16xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi17x0123456789ABCDEF = _mm512_loadu_ps(i17); const __m512 vi17xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i17 + 16); i17 += 32; const __m512 vk17x0123456789ABCDEF = _mm512_load_ps(w + 576); const __m512 vk17xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 592); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi17x0123456789ABCDEF, vk17x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi17xGHIJKLMNOPQRSTUV, vk17xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi18x0123456789ABCDEF = _mm512_loadu_ps(i18); const __m512 vi18xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i18 + 16); i18 += 32; const __m512 vk18x0123456789ABCDEF = _mm512_load_ps(w + 608); const __m512 vk18xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 624); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi18x0123456789ABCDEF, vk18x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi18xGHIJKLMNOPQRSTUV, vk18xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi19x0123456789ABCDEF = _mm512_loadu_ps(i19); const __m512 vi19xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i19 + 16); i19 += 32; const __m512 vk19x0123456789ABCDEF = _mm512_load_ps(w + 640); const __m512 vk19xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 656); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi19x0123456789ABCDEF, vk19x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi19xGHIJKLMNOPQRSTUV, vk19xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi20x0123456789ABCDEF = _mm512_loadu_ps(i20); const __m512 vi20xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i20 + 16); i20 += 32; const __m512 vk20x0123456789ABCDEF = _mm512_load_ps(w + 672); const __m512 vk20xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 688); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi20x0123456789ABCDEF, vk20x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi20xGHIJKLMNOPQRSTUV, vk20xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi21x0123456789ABCDEF = _mm512_loadu_ps(i21); const __m512 vi21xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i21 + 16); i21 += 32; const __m512 vk21x0123456789ABCDEF = _mm512_load_ps(w + 704); const __m512 vk21xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 720); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi21x0123456789ABCDEF, vk21x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi21xGHIJKLMNOPQRSTUV, vk21xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi22x0123456789ABCDEF = _mm512_loadu_ps(i22); const __m512 vi22xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i22 + 16); i22 += 32; const __m512 vk22x0123456789ABCDEF = _mm512_load_ps(w + 736); const __m512 vk22xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 752); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi22x0123456789ABCDEF, vk22x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi22xGHIJKLMNOPQRSTUV, vk22xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi23x0123456789ABCDEF = _mm512_loadu_ps(i23); const __m512 vi23xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i23 + 16); i23 += 32; const __m512 vk23x0123456789ABCDEF = _mm512_load_ps(w + 768); const __m512 vk23xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 784); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi23x0123456789ABCDEF, vk23x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi23xGHIJKLMNOPQRSTUV, vk23xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); const __m512 vi24x0123456789ABCDEF = _mm512_loadu_ps(i24); const __m512 vi24xGHIJKLMNOPQRSTUV = _mm512_loadu_ps(i24 + 16); i24 += 32; const __m512 vk24x0123456789ABCDEF = _mm512_load_ps(w + 800); const __m512 vk24xGHIJKLMNOPQRSTUV = _mm512_load_ps(w + 816); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi24x0123456789ABCDEF, vk24x0123456789ABCDEF, vacc0123456789ABCDEFp0); vaccGHIJKLMNOPQRSTUVp0 = _mm512_fmadd_ps(vi24xGHIJKLMNOPQRSTUV, vk24xGHIJKLMNOPQRSTUV, vaccGHIJKLMNOPQRSTUVp0); w += 832; __m512 vacc0123456789ABCDEF = _mm512_max_ps(vmin, vacc0123456789ABCDEFp0); __m512 vaccGHIJKLMNOPQRSTUV = _mm512_max_ps(vmin, vaccGHIJKLMNOPQRSTUVp0); vacc0123456789ABCDEF = _mm512_min_ps(vmax, vacc0123456789ABCDEF); vaccGHIJKLMNOPQRSTUV = _mm512_min_ps(vmax, vaccGHIJKLMNOPQRSTUV); _mm512_storeu_ps(output, vacc0123456789ABCDEF); _mm512_storeu_ps(output + 16, vaccGHIJKLMNOPQRSTUV); output += 32; } for (; c >= 16; c -= 16) { __m512 vacc0123456789ABCDEFp0 = _mm512_load_ps(w); const __m512 vi0x0123456789ABCDEF = _mm512_loadu_ps(i0); i0 += 16; const __m512 vk0x0123456789ABCDEF = _mm512_load_ps(w + 32); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi0x0123456789ABCDEF, vk0x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi1x0123456789ABCDEF = _mm512_loadu_ps(i1); i1 += 16; const __m512 vk1x0123456789ABCDEF = _mm512_load_ps(w + 64); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi1x0123456789ABCDEF, vk1x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi2x0123456789ABCDEF = _mm512_loadu_ps(i2); i2 += 16; const __m512 vk2x0123456789ABCDEF = _mm512_load_ps(w + 96); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi2x0123456789ABCDEF, vk2x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi3x0123456789ABCDEF = _mm512_loadu_ps(i3); i3 += 16; const __m512 vk3x0123456789ABCDEF = _mm512_load_ps(w + 128); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi3x0123456789ABCDEF, vk3x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi4x0123456789ABCDEF = _mm512_loadu_ps(i4); i4 += 16; const __m512 vk4x0123456789ABCDEF = _mm512_load_ps(w + 160); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi4x0123456789ABCDEF, vk4x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi5x0123456789ABCDEF = _mm512_loadu_ps(i5); i5 += 16; const __m512 vk5x0123456789ABCDEF = _mm512_load_ps(w + 192); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi5x0123456789ABCDEF, vk5x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi6x0123456789ABCDEF = _mm512_loadu_ps(i6); i6 += 16; const __m512 vk6x0123456789ABCDEF = _mm512_load_ps(w + 224); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi6x0123456789ABCDEF, vk6x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi7x0123456789ABCDEF = _mm512_loadu_ps(i7); i7 += 16; const __m512 vk7x0123456789ABCDEF = _mm512_load_ps(w + 256); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi7x0123456789ABCDEF, vk7x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi8x0123456789ABCDEF = _mm512_loadu_ps(i8); i8 += 16; const __m512 vk8x0123456789ABCDEF = _mm512_load_ps(w + 288); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi8x0123456789ABCDEF, vk8x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi9x0123456789ABCDEF = _mm512_loadu_ps(i9); i9 += 16; const __m512 vk9x0123456789ABCDEF = _mm512_load_ps(w + 320); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi9x0123456789ABCDEF, vk9x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi10x0123456789ABCDEF = _mm512_loadu_ps(i10); i10 += 16; const __m512 vk10x0123456789ABCDEF = _mm512_load_ps(w + 352); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi10x0123456789ABCDEF, vk10x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi11x0123456789ABCDEF = _mm512_loadu_ps(i11); i11 += 16; const __m512 vk11x0123456789ABCDEF = _mm512_load_ps(w + 384); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi11x0123456789ABCDEF, vk11x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi12x0123456789ABCDEF = _mm512_loadu_ps(i12); i12 += 16; const __m512 vk12x0123456789ABCDEF = _mm512_load_ps(w + 416); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi12x0123456789ABCDEF, vk12x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi13x0123456789ABCDEF = _mm512_loadu_ps(i13); i13 += 16; const __m512 vk13x0123456789ABCDEF = _mm512_load_ps(w + 448); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi13x0123456789ABCDEF, vk13x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi14x0123456789ABCDEF = _mm512_loadu_ps(i14); i14 += 16; const __m512 vk14x0123456789ABCDEF = _mm512_load_ps(w + 480); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi14x0123456789ABCDEF, vk14x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi15x0123456789ABCDEF = _mm512_loadu_ps(i15); i15 += 16; const __m512 vk15x0123456789ABCDEF = _mm512_load_ps(w + 512); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi15x0123456789ABCDEF, vk15x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi16x0123456789ABCDEF = _mm512_loadu_ps(i16); i16 += 16; const __m512 vk16x0123456789ABCDEF = _mm512_load_ps(w + 544); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi16x0123456789ABCDEF, vk16x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi17x0123456789ABCDEF = _mm512_loadu_ps(i17); i17 += 16; const __m512 vk17x0123456789ABCDEF = _mm512_load_ps(w + 576); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi17x0123456789ABCDEF, vk17x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi18x0123456789ABCDEF = _mm512_loadu_ps(i18); i18 += 16; const __m512 vk18x0123456789ABCDEF = _mm512_load_ps(w + 608); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi18x0123456789ABCDEF, vk18x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi19x0123456789ABCDEF = _mm512_loadu_ps(i19); i19 += 16; const __m512 vk19x0123456789ABCDEF = _mm512_load_ps(w + 640); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi19x0123456789ABCDEF, vk19x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi20x0123456789ABCDEF = _mm512_loadu_ps(i20); i20 += 16; const __m512 vk20x0123456789ABCDEF = _mm512_load_ps(w + 672); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi20x0123456789ABCDEF, vk20x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi21x0123456789ABCDEF = _mm512_loadu_ps(i21); i21 += 16; const __m512 vk21x0123456789ABCDEF = _mm512_load_ps(w + 704); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi21x0123456789ABCDEF, vk21x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi22x0123456789ABCDEF = _mm512_loadu_ps(i22); i22 += 16; const __m512 vk22x0123456789ABCDEF = _mm512_load_ps(w + 736); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi22x0123456789ABCDEF, vk22x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi23x0123456789ABCDEF = _mm512_loadu_ps(i23); i23 += 16; const __m512 vk23x0123456789ABCDEF = _mm512_load_ps(w + 768); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi23x0123456789ABCDEF, vk23x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi24x0123456789ABCDEF = _mm512_loadu_ps(i24); i24 += 16; const __m512 vk24x0123456789ABCDEF = _mm512_load_ps(w + 800); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi24x0123456789ABCDEF, vk24x0123456789ABCDEF, vacc0123456789ABCDEFp0); w += 16; __m512 vacc0123456789ABCDEF = _mm512_max_ps(vmin, vacc0123456789ABCDEFp0); vacc0123456789ABCDEF = _mm512_min_ps(vmax, vacc0123456789ABCDEF); _mm512_storeu_ps(output, vacc0123456789ABCDEF); output += 16; } if XNN_UNLIKELY(c != 0) { assert(c >= 1); assert(c <= 16); // Prepare mask for valid 32-bit elements (depends on nc). const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << c) - UINT32_C(1))); __m512 vacc0123456789ABCDEFp0 = _mm512_maskz_loadu_ps(vmask, w); const __m512 vi0x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i0); const __m512 vk0x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 32); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi0x0123456789ABCDEF, vk0x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi1x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i1); const __m512 vk1x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 64); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi1x0123456789ABCDEF, vk1x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi2x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i2); const __m512 vk2x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 96); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi2x0123456789ABCDEF, vk2x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi3x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i3); const __m512 vk3x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 128); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi3x0123456789ABCDEF, vk3x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi4x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i4); const __m512 vk4x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 160); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi4x0123456789ABCDEF, vk4x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi5x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i5); const __m512 vk5x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 192); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi5x0123456789ABCDEF, vk5x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi6x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i6); const __m512 vk6x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 224); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi6x0123456789ABCDEF, vk6x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi7x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i7); const __m512 vk7x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 256); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi7x0123456789ABCDEF, vk7x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi8x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i8); const __m512 vk8x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 288); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi8x0123456789ABCDEF, vk8x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi9x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i9); const __m512 vk9x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 320); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi9x0123456789ABCDEF, vk9x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi10x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i10); const __m512 vk10x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 352); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi10x0123456789ABCDEF, vk10x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi11x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i11); const __m512 vk11x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 384); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi11x0123456789ABCDEF, vk11x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi12x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i12); const __m512 vk12x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 416); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi12x0123456789ABCDEF, vk12x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi13x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i13); const __m512 vk13x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 448); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi13x0123456789ABCDEF, vk13x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi14x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i14); const __m512 vk14x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 480); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi14x0123456789ABCDEF, vk14x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi15x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i15); const __m512 vk15x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 512); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi15x0123456789ABCDEF, vk15x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi16x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i16); const __m512 vk16x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 544); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi16x0123456789ABCDEF, vk16x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi17x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i17); const __m512 vk17x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 576); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi17x0123456789ABCDEF, vk17x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi18x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i18); const __m512 vk18x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 608); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi18x0123456789ABCDEF, vk18x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi19x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i19); const __m512 vk19x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 640); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi19x0123456789ABCDEF, vk19x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi20x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i20); const __m512 vk20x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 672); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi20x0123456789ABCDEF, vk20x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi21x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i21); const __m512 vk21x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 704); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi21x0123456789ABCDEF, vk21x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi22x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i22); const __m512 vk22x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 736); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi22x0123456789ABCDEF, vk22x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi23x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i23); const __m512 vk23x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 768); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi23x0123456789ABCDEF, vk23x0123456789ABCDEF, vacc0123456789ABCDEFp0); const __m512 vi24x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, i24); const __m512 vk24x0123456789ABCDEF = _mm512_maskz_loadu_ps(vmask, w + 800); vacc0123456789ABCDEFp0 = _mm512_fmadd_ps(vi24x0123456789ABCDEF, vk24x0123456789ABCDEF, vacc0123456789ABCDEFp0); __m512 vacc0123456789ABCDEF = _mm512_max_ps(vmin, vacc0123456789ABCDEFp0); vacc0123456789ABCDEF = _mm512_min_ps(vmax, vacc0123456789ABCDEF); _mm512_mask_storeu_ps(output, vmask, vacc0123456789ABCDEF); output += c; } output = (float*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }