// Auto-generated file. Do not edit! // Template: src/f16-dwconv/up-neonfp16arith.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 #include #include void xnn_f16_dwconv_minmax_ukernel_up16x25__neonfp16arith( size_t channels, size_t output_width, const void** input, const void* weights, void* output_ptr, size_t input_stride, size_t output_increment, size_t input_offset, const void* zero, const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(channels != 0); assert(output_width != 0); __fp16* output = (__fp16*) output_ptr; const float16x8_t vmax = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.max)); const float16x8_t vmin = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.min)); do { const __fp16* i0 = (const __fp16*) input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != (const __fp16*) zero) { i0 = (const __fp16*) ((uintptr_t) i0 + input_offset); } const __fp16* i1 = (const __fp16*) input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != (const __fp16*) zero) { i1 = (const __fp16*) ((uintptr_t) i1 + input_offset); } const __fp16* i2 = (const __fp16*) input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != (const __fp16*) zero) { i2 = (const __fp16*) ((uintptr_t) i2 + input_offset); } const __fp16* i3 = (const __fp16*) input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != (const __fp16*) zero) { i3 = (const __fp16*) ((uintptr_t) i3 + input_offset); } const __fp16* i4 = (const __fp16*) input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != (const __fp16*) zero) { i4 = (const __fp16*) ((uintptr_t) i4 + input_offset); } const __fp16* i5 = (const __fp16*) input[5]; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != (const __fp16*) zero) { i5 = (const __fp16*) ((uintptr_t) i5 + input_offset); } const __fp16* i6 = (const __fp16*) input[6]; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != (const __fp16*) zero) { i6 = (const __fp16*) ((uintptr_t) i6 + input_offset); } const __fp16* i7 = (const __fp16*) input[7]; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != (const __fp16*) zero) { i7 = (const __fp16*) ((uintptr_t) i7 + input_offset); } const __fp16* i8 = (const __fp16*) input[8]; assert(i8 != NULL); if XNN_UNPREDICTABLE(i8 != (const __fp16*) zero) { i8 = (const __fp16*) ((uintptr_t) i8 + input_offset); } const __fp16* i9 = (const __fp16*) input[9]; assert(i9 != NULL); if XNN_UNPREDICTABLE(i9 != (const __fp16*) zero) { i9 = (const __fp16*) ((uintptr_t) i9 + input_offset); } const __fp16* i10 = (const __fp16*) input[10]; assert(i10 != NULL); if XNN_UNPREDICTABLE(i10 != (const __fp16*) zero) { i10 = (const __fp16*) ((uintptr_t) i10 + input_offset); } const __fp16* i11 = (const __fp16*) input[11]; assert(i11 != NULL); if XNN_UNPREDICTABLE(i11 != (const __fp16*) zero) { i11 = (const __fp16*) ((uintptr_t) i11 + input_offset); } const __fp16* i12 = (const __fp16*) input[12]; assert(i12 != NULL); if XNN_UNPREDICTABLE(i12 != (const __fp16*) zero) { i12 = (const __fp16*) ((uintptr_t) i12 + input_offset); } const __fp16* i13 = (const __fp16*) input[13]; assert(i13 != NULL); if XNN_UNPREDICTABLE(i13 != (const __fp16*) zero) { i13 = (const __fp16*) ((uintptr_t) i13 + input_offset); } const __fp16* i14 = (const __fp16*) input[14]; assert(i14 != NULL); if XNN_UNPREDICTABLE(i14 != (const __fp16*) zero) { i14 = (const __fp16*) ((uintptr_t) i14 + input_offset); } const __fp16* i15 = (const __fp16*) input[15]; assert(i15 != NULL); if XNN_UNPREDICTABLE(i15 != (const __fp16*) zero) { i15 = (const __fp16*) ((uintptr_t) i15 + input_offset); } const __fp16* i16 = (const __fp16*) input[16]; assert(i16 != NULL); if XNN_UNPREDICTABLE(i16 != (const __fp16*) zero) { i16 = (const __fp16*) ((uintptr_t) i16 + input_offset); } const __fp16* i17 = (const __fp16*) input[17]; assert(i17 != NULL); if XNN_UNPREDICTABLE(i17 != (const __fp16*) zero) { i17 = (const __fp16*) ((uintptr_t) i17 + input_offset); } const __fp16* i18 = (const __fp16*) input[18]; assert(i18 != NULL); if XNN_UNPREDICTABLE(i18 != (const __fp16*) zero) { i18 = (const __fp16*) ((uintptr_t) i18 + input_offset); } const __fp16* i19 = (const __fp16*) input[19]; assert(i19 != NULL); if XNN_UNPREDICTABLE(i19 != (const __fp16*) zero) { i19 = (const __fp16*) ((uintptr_t) i19 + input_offset); } const __fp16* i20 = (const __fp16*) input[20]; assert(i20 != NULL); if XNN_UNPREDICTABLE(i20 != (const __fp16*) zero) { i20 = (const __fp16*) ((uintptr_t) i20 + input_offset); } const __fp16* i21 = (const __fp16*) input[21]; assert(i21 != NULL); if XNN_UNPREDICTABLE(i21 != (const __fp16*) zero) { i21 = (const __fp16*) ((uintptr_t) i21 + input_offset); } const __fp16* i22 = (const __fp16*) input[22]; assert(i22 != NULL); if XNN_UNPREDICTABLE(i22 != (const __fp16*) zero) { i22 = (const __fp16*) ((uintptr_t) i22 + input_offset); } const __fp16* i23 = (const __fp16*) input[23]; assert(i23 != NULL); if XNN_UNPREDICTABLE(i23 != (const __fp16*) zero) { i23 = (const __fp16*) ((uintptr_t) i23 + input_offset); } const __fp16* i24 = (const __fp16*) input[24]; assert(i24 != NULL); if XNN_UNPREDICTABLE(i24 != (const __fp16*) zero) { i24 = (const __fp16*) ((uintptr_t) i24 + input_offset); } input = (const void**) ((uintptr_t) input + input_stride); size_t c = channels; const __fp16* w = (const __fp16*) weights; for (; c >= 16; c -= 16) { float16x8_t vacc01234567p0 = vld1q_f16(w); w += 8; float16x8_t vacc89ABCDEFp0 = vld1q_f16(w); w += 8; const float16x8_t vi0x01234567 = vld1q_f16(i0); i0 += 8; const float16x8_t vi0x89ABCDEF = vld1q_f16(i0); i0 += 8; const float16x8_t vk0x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk0x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi0x01234567, vk0x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi0x89ABCDEF, vk0x89ABCDEF); const float16x8_t vi1x01234567 = vld1q_f16(i1); i1 += 8; const float16x8_t vi1x89ABCDEF = vld1q_f16(i1); i1 += 8; const float16x8_t vk1x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk1x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi1x01234567, vk1x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi1x89ABCDEF, vk1x89ABCDEF); const float16x8_t vi2x01234567 = vld1q_f16(i2); i2 += 8; const float16x8_t vi2x89ABCDEF = vld1q_f16(i2); i2 += 8; const float16x8_t vk2x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk2x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi2x01234567, vk2x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi2x89ABCDEF, vk2x89ABCDEF); const float16x8_t vi3x01234567 = vld1q_f16(i3); i3 += 8; const float16x8_t vi3x89ABCDEF = vld1q_f16(i3); i3 += 8; const float16x8_t vk3x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk3x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi3x01234567, vk3x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi3x89ABCDEF, vk3x89ABCDEF); const float16x8_t vi4x01234567 = vld1q_f16(i4); i4 += 8; const float16x8_t vi4x89ABCDEF = vld1q_f16(i4); i4 += 8; const float16x8_t vk4x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk4x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi4x01234567, vk4x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi4x89ABCDEF, vk4x89ABCDEF); const float16x8_t vi5x01234567 = vld1q_f16(i5); i5 += 8; const float16x8_t vi5x89ABCDEF = vld1q_f16(i5); i5 += 8; const float16x8_t vk5x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk5x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi5x01234567, vk5x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi5x89ABCDEF, vk5x89ABCDEF); const float16x8_t vi6x01234567 = vld1q_f16(i6); i6 += 8; const float16x8_t vi6x89ABCDEF = vld1q_f16(i6); i6 += 8; const float16x8_t vk6x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk6x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi6x01234567, vk6x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi6x89ABCDEF, vk6x89ABCDEF); const float16x8_t vi7x01234567 = vld1q_f16(i7); i7 += 8; const float16x8_t vi7x89ABCDEF = vld1q_f16(i7); i7 += 8; const float16x8_t vk7x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk7x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi7x01234567, vk7x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi7x89ABCDEF, vk7x89ABCDEF); const float16x8_t vi8x01234567 = vld1q_f16(i8); i8 += 8; const float16x8_t vi8x89ABCDEF = vld1q_f16(i8); i8 += 8; const float16x8_t vk8x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk8x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi8x01234567, vk8x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi8x89ABCDEF, vk8x89ABCDEF); const float16x8_t vi9x01234567 = vld1q_f16(i9); i9 += 8; const float16x8_t vi9x89ABCDEF = vld1q_f16(i9); i9 += 8; const float16x8_t vk9x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk9x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi9x01234567, vk9x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi9x89ABCDEF, vk9x89ABCDEF); const float16x8_t vi10x01234567 = vld1q_f16(i10); i10 += 8; const float16x8_t vi10x89ABCDEF = vld1q_f16(i10); i10 += 8; const float16x8_t vk10x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk10x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi10x01234567, vk10x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi10x89ABCDEF, vk10x89ABCDEF); const float16x8_t vi11x01234567 = vld1q_f16(i11); i11 += 8; const float16x8_t vi11x89ABCDEF = vld1q_f16(i11); i11 += 8; const float16x8_t vk11x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk11x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi11x01234567, vk11x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi11x89ABCDEF, vk11x89ABCDEF); const float16x8_t vi12x01234567 = vld1q_f16(i12); i12 += 8; const float16x8_t vi12x89ABCDEF = vld1q_f16(i12); i12 += 8; const float16x8_t vk12x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk12x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi12x01234567, vk12x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi12x89ABCDEF, vk12x89ABCDEF); const float16x8_t vi13x01234567 = vld1q_f16(i13); i13 += 8; const float16x8_t vi13x89ABCDEF = vld1q_f16(i13); i13 += 8; const float16x8_t vk13x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk13x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi13x01234567, vk13x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi13x89ABCDEF, vk13x89ABCDEF); const float16x8_t vi14x01234567 = vld1q_f16(i14); i14 += 8; const float16x8_t vi14x89ABCDEF = vld1q_f16(i14); i14 += 8; const float16x8_t vk14x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk14x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi14x01234567, vk14x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi14x89ABCDEF, vk14x89ABCDEF); const float16x8_t vi15x01234567 = vld1q_f16(i15); i15 += 8; const float16x8_t vi15x89ABCDEF = vld1q_f16(i15); i15 += 8; const float16x8_t vk15x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk15x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi15x01234567, vk15x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi15x89ABCDEF, vk15x89ABCDEF); const float16x8_t vi16x01234567 = vld1q_f16(i16); i16 += 8; const float16x8_t vi16x89ABCDEF = vld1q_f16(i16); i16 += 8; const float16x8_t vk16x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk16x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi16x01234567, vk16x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi16x89ABCDEF, vk16x89ABCDEF); const float16x8_t vi17x01234567 = vld1q_f16(i17); i17 += 8; const float16x8_t vi17x89ABCDEF = vld1q_f16(i17); i17 += 8; const float16x8_t vk17x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk17x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi17x01234567, vk17x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi17x89ABCDEF, vk17x89ABCDEF); const float16x8_t vi18x01234567 = vld1q_f16(i18); i18 += 8; const float16x8_t vi18x89ABCDEF = vld1q_f16(i18); i18 += 8; const float16x8_t vk18x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk18x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi18x01234567, vk18x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi18x89ABCDEF, vk18x89ABCDEF); const float16x8_t vi19x01234567 = vld1q_f16(i19); i19 += 8; const float16x8_t vi19x89ABCDEF = vld1q_f16(i19); i19 += 8; const float16x8_t vk19x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk19x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi19x01234567, vk19x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi19x89ABCDEF, vk19x89ABCDEF); const float16x8_t vi20x01234567 = vld1q_f16(i20); i20 += 8; const float16x8_t vi20x89ABCDEF = vld1q_f16(i20); i20 += 8; const float16x8_t vk20x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk20x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi20x01234567, vk20x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi20x89ABCDEF, vk20x89ABCDEF); const float16x8_t vi21x01234567 = vld1q_f16(i21); i21 += 8; const float16x8_t vi21x89ABCDEF = vld1q_f16(i21); i21 += 8; const float16x8_t vk21x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk21x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi21x01234567, vk21x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi21x89ABCDEF, vk21x89ABCDEF); const float16x8_t vi22x01234567 = vld1q_f16(i22); i22 += 8; const float16x8_t vi22x89ABCDEF = vld1q_f16(i22); i22 += 8; const float16x8_t vk22x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk22x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi22x01234567, vk22x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi22x89ABCDEF, vk22x89ABCDEF); const float16x8_t vi23x01234567 = vld1q_f16(i23); i23 += 8; const float16x8_t vi23x89ABCDEF = vld1q_f16(i23); i23 += 8; const float16x8_t vk23x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk23x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi23x01234567, vk23x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi23x89ABCDEF, vk23x89ABCDEF); const float16x8_t vi24x01234567 = vld1q_f16(i24); i24 += 8; const float16x8_t vi24x89ABCDEF = vld1q_f16(i24); i24 += 8; const float16x8_t vk24x01234567 = vld1q_f16(w); w += 8; const float16x8_t vk24x89ABCDEF = vld1q_f16(w); w += 8; vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi24x01234567, vk24x01234567); vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi24x89ABCDEF, vk24x89ABCDEF); float16x8_t vacc01234567 = vmaxq_f16(vacc01234567p0, vmin); float16x8_t vacc89ABCDEF = vmaxq_f16(vacc89ABCDEFp0, vmin); vacc01234567 = vminq_f16(vacc01234567, vmax); vacc89ABCDEF = vminq_f16(vacc89ABCDEF, vmax); vst1q_f16(output, vacc01234567); output += 8; vst1q_f16(output, vacc89ABCDEF); output += 8; } for (; c >= 8; c -= 8) { float16x8_t vacc01234567p0 = vld1q_f16(w); w += 8; const float16x8_t vi0x01234567 = vld1q_f16(i0); i0 += 8; const float16x8_t vk0x01234567 = vld1q_f16(w + 8); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi0x01234567, vk0x01234567); const float16x8_t vi1x01234567 = vld1q_f16(i1); i1 += 8; const float16x8_t vk1x01234567 = vld1q_f16(w + 24); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi1x01234567, vk1x01234567); const float16x8_t vi2x01234567 = vld1q_f16(i2); i2 += 8; const float16x8_t vk2x01234567 = vld1q_f16(w + 40); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi2x01234567, vk2x01234567); const float16x8_t vi3x01234567 = vld1q_f16(i3); i3 += 8; const float16x8_t vk3x01234567 = vld1q_f16(w + 56); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi3x01234567, vk3x01234567); const float16x8_t vi4x01234567 = vld1q_f16(i4); i4 += 8; const float16x8_t vk4x01234567 = vld1q_f16(w + 72); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi4x01234567, vk4x01234567); const float16x8_t vi5x01234567 = vld1q_f16(i5); i5 += 8; const float16x8_t vk5x01234567 = vld1q_f16(w + 88); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi5x01234567, vk5x01234567); const float16x8_t vi6x01234567 = vld1q_f16(i6); i6 += 8; const float16x8_t vk6x01234567 = vld1q_f16(w + 104); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi6x01234567, vk6x01234567); const float16x8_t vi7x01234567 = vld1q_f16(i7); i7 += 8; const float16x8_t vk7x01234567 = vld1q_f16(w + 120); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi7x01234567, vk7x01234567); const float16x8_t vi8x01234567 = vld1q_f16(i8); i8 += 8; const float16x8_t vk8x01234567 = vld1q_f16(w + 136); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi8x01234567, vk8x01234567); const float16x8_t vi9x01234567 = vld1q_f16(i9); i9 += 8; const float16x8_t vk9x01234567 = vld1q_f16(w + 152); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi9x01234567, vk9x01234567); const float16x8_t vi10x01234567 = vld1q_f16(i10); i10 += 8; const float16x8_t vk10x01234567 = vld1q_f16(w + 168); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi10x01234567, vk10x01234567); const float16x8_t vi11x01234567 = vld1q_f16(i11); i11 += 8; const float16x8_t vk11x01234567 = vld1q_f16(w + 184); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi11x01234567, vk11x01234567); const float16x8_t vi12x01234567 = vld1q_f16(i12); i12 += 8; const float16x8_t vk12x01234567 = vld1q_f16(w + 200); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi12x01234567, vk12x01234567); const float16x8_t vi13x01234567 = vld1q_f16(i13); i13 += 8; const float16x8_t vk13x01234567 = vld1q_f16(w + 216); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi13x01234567, vk13x01234567); const float16x8_t vi14x01234567 = vld1q_f16(i14); i14 += 8; const float16x8_t vk14x01234567 = vld1q_f16(w + 232); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi14x01234567, vk14x01234567); const float16x8_t vi15x01234567 = vld1q_f16(i15); i15 += 8; const float16x8_t vk15x01234567 = vld1q_f16(w + 248); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi15x01234567, vk15x01234567); const float16x8_t vi16x01234567 = vld1q_f16(i16); i16 += 8; const float16x8_t vk16x01234567 = vld1q_f16(w + 264); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi16x01234567, vk16x01234567); const float16x8_t vi17x01234567 = vld1q_f16(i17); i17 += 8; const float16x8_t vk17x01234567 = vld1q_f16(w + 280); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi17x01234567, vk17x01234567); const float16x8_t vi18x01234567 = vld1q_f16(i18); i18 += 8; const float16x8_t vk18x01234567 = vld1q_f16(w + 296); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi18x01234567, vk18x01234567); const float16x8_t vi19x01234567 = vld1q_f16(i19); i19 += 8; const float16x8_t vk19x01234567 = vld1q_f16(w + 312); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi19x01234567, vk19x01234567); const float16x8_t vi20x01234567 = vld1q_f16(i20); i20 += 8; const float16x8_t vk20x01234567 = vld1q_f16(w + 328); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi20x01234567, vk20x01234567); const float16x8_t vi21x01234567 = vld1q_f16(i21); i21 += 8; const float16x8_t vk21x01234567 = vld1q_f16(w + 344); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi21x01234567, vk21x01234567); const float16x8_t vi22x01234567 = vld1q_f16(i22); i22 += 8; const float16x8_t vk22x01234567 = vld1q_f16(w + 360); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi22x01234567, vk22x01234567); const float16x8_t vi23x01234567 = vld1q_f16(i23); i23 += 8; const float16x8_t vk23x01234567 = vld1q_f16(w + 376); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi23x01234567, vk23x01234567); const float16x8_t vi24x01234567 = vld1q_f16(i24); i24 += 8; const float16x8_t vk24x01234567 = vld1q_f16(w + 392); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi24x01234567, vk24x01234567); float16x8_t vacc01234567 = vmaxq_f16(vacc01234567p0, vmin); vacc01234567 = vminq_f16(vacc01234567, vmax); vst1q_f16(output, vacc01234567); output += 8; } if XNN_UNLIKELY(c != 0) { float16x8_t vacc01234567p0 = vld1q_f16(w); const float16x8_t vi0x01234567 = vld1q_f16(i0); const float16x8_t vk0x01234567 = vld1q_f16(w + 16); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi0x01234567, vk0x01234567); const float16x8_t vi1x01234567 = vld1q_f16(i1); const float16x8_t vk1x01234567 = vld1q_f16(w + 32); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi1x01234567, vk1x01234567); const float16x8_t vi2x01234567 = vld1q_f16(i2); const float16x8_t vk2x01234567 = vld1q_f16(w + 48); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi2x01234567, vk2x01234567); const float16x8_t vi3x01234567 = vld1q_f16(i3); const float16x8_t vk3x01234567 = vld1q_f16(w + 64); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi3x01234567, vk3x01234567); const float16x8_t vi4x01234567 = vld1q_f16(i4); const float16x8_t vk4x01234567 = vld1q_f16(w + 80); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi4x01234567, vk4x01234567); const float16x8_t vi5x01234567 = vld1q_f16(i5); const float16x8_t vk5x01234567 = vld1q_f16(w + 96); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi5x01234567, vk5x01234567); const float16x8_t vi6x01234567 = vld1q_f16(i6); const float16x8_t vk6x01234567 = vld1q_f16(w + 112); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi6x01234567, vk6x01234567); const float16x8_t vi7x01234567 = vld1q_f16(i7); const float16x8_t vk7x01234567 = vld1q_f16(w + 128); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi7x01234567, vk7x01234567); const float16x8_t vi8x01234567 = vld1q_f16(i8); const float16x8_t vk8x01234567 = vld1q_f16(w + 144); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi8x01234567, vk8x01234567); const float16x8_t vi9x01234567 = vld1q_f16(i9); const float16x8_t vk9x01234567 = vld1q_f16(w + 160); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi9x01234567, vk9x01234567); const float16x8_t vi10x01234567 = vld1q_f16(i10); const float16x8_t vk10x01234567 = vld1q_f16(w + 176); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi10x01234567, vk10x01234567); const float16x8_t vi11x01234567 = vld1q_f16(i11); const float16x8_t vk11x01234567 = vld1q_f16(w + 192); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi11x01234567, vk11x01234567); const float16x8_t vi12x01234567 = vld1q_f16(i12); const float16x8_t vk12x01234567 = vld1q_f16(w + 208); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi12x01234567, vk12x01234567); const float16x8_t vi13x01234567 = vld1q_f16(i13); const float16x8_t vk13x01234567 = vld1q_f16(w + 224); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi13x01234567, vk13x01234567); const float16x8_t vi14x01234567 = vld1q_f16(i14); const float16x8_t vk14x01234567 = vld1q_f16(w + 240); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi14x01234567, vk14x01234567); const float16x8_t vi15x01234567 = vld1q_f16(i15); const float16x8_t vk15x01234567 = vld1q_f16(w + 256); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi15x01234567, vk15x01234567); const float16x8_t vi16x01234567 = vld1q_f16(i16); const float16x8_t vk16x01234567 = vld1q_f16(w + 272); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi16x01234567, vk16x01234567); const float16x8_t vi17x01234567 = vld1q_f16(i17); const float16x8_t vk17x01234567 = vld1q_f16(w + 288); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi17x01234567, vk17x01234567); const float16x8_t vi18x01234567 = vld1q_f16(i18); const float16x8_t vk18x01234567 = vld1q_f16(w + 304); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi18x01234567, vk18x01234567); const float16x8_t vi19x01234567 = vld1q_f16(i19); const float16x8_t vk19x01234567 = vld1q_f16(w + 320); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi19x01234567, vk19x01234567); const float16x8_t vi20x01234567 = vld1q_f16(i20); const float16x8_t vk20x01234567 = vld1q_f16(w + 336); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi20x01234567, vk20x01234567); const float16x8_t vi21x01234567 = vld1q_f16(i21); const float16x8_t vk21x01234567 = vld1q_f16(w + 352); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi21x01234567, vk21x01234567); const float16x8_t vi22x01234567 = vld1q_f16(i22); const float16x8_t vk22x01234567 = vld1q_f16(w + 368); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi22x01234567, vk22x01234567); const float16x8_t vi23x01234567 = vld1q_f16(i23); const float16x8_t vk23x01234567 = vld1q_f16(w + 384); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi23x01234567, vk23x01234567); const float16x8_t vi24x01234567 = vld1q_f16(i24); const float16x8_t vk24x01234567 = vld1q_f16(w + 400); vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi24x01234567, vk24x01234567); float16x8_t vacc01234567 = vmaxq_f16(vacc01234567p0, vmin); vacc01234567 = vminq_f16(vacc01234567, vmax); float16x4_t vacc0123 = vget_low_f16(vacc01234567); if (c & 4) { vst1_f16(output, vacc0123); output += 4; vacc0123 = vget_high_f16(vacc01234567); } if (c & 2) { vst1_lane_u32((void*) output, vreinterpret_u32_f16(vacc0123), 0); output += 2; vacc0123 = vext_f16(vacc0123, vacc0123, 2); } if (c & 1) { vst1_lane_f16(output, vacc0123, 0); output += 1; } } output = (__fp16*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }