// Auto-generated file. Do not edit! // Template: src/bf16-gemm/c2-neonbf16-bfdot-lane-ld128.c.in // Generator: tools/xngen // // Copyright 2022 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_bf16_gemm_minmax_ukernel_1x8c2__neonbf16_bfdot_lane_ld128( size_t mr, size_t nc, size_t kc, const void* restrict a, size_t a_stride, const void* restrict w_ptr, void* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_bf16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(mr != 0); assert(mr <= 1); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(bfloat16_t) == 0); assert(a != NULL); assert(w_ptr != NULL); assert(c != NULL); const bfloat16_t* a0 = (const bfloat16_t*) a; bfloat16_t* c0 = (bfloat16_t*) c; const bfloat16_t* w = (const bfloat16_t*) w_ptr; do { float32x4_t vacc0x0123 = vcvt_f32_bf16(vld1_bf16(w)); w += 4; float32x4_t vacc0x4567 = vcvt_f32_bf16(vld1_bf16(w)); w += 4; size_t k = kc; for (; k >= 8 * sizeof(bfloat16_t); k -= 8 * sizeof(bfloat16_t)) { const bfloat16x8_t va0 = vld1q_bf16(a0); a0 += 8; const bfloat16x8_t vb0123c01 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c01 = vld1q_bf16(w); w += 8; vacc0x0123 = vbfdotq_laneq_f32(vacc0x0123, vb0123c01, va0, 0); vacc0x4567 = vbfdotq_laneq_f32(vacc0x4567, vb4567c01, va0, 0); const bfloat16x8_t vb0123c23 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c23 = vld1q_bf16(w); w += 8; vacc0x0123 = vbfdotq_laneq_f32(vacc0x0123, vb0123c23, va0, 1); vacc0x4567 = vbfdotq_laneq_f32(vacc0x4567, vb4567c23, va0, 1); const bfloat16x8_t vb0123c45 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c45 = vld1q_bf16(w); w += 8; vacc0x0123 = vbfdotq_laneq_f32(vacc0x0123, vb0123c45, va0, 2); vacc0x4567 = vbfdotq_laneq_f32(vacc0x4567, vb4567c45, va0, 2); const bfloat16x8_t vb0123c67 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c67 = vld1q_bf16(w); w += 8; vacc0x0123 = vbfdotq_laneq_f32(vacc0x0123, vb0123c67, va0, 3); vacc0x4567 = vbfdotq_laneq_f32(vacc0x4567, vb4567c67, va0, 3); } if XNN_UNLIKELY(k != 0) { const bfloat16x8_t va0 = vld1q_bf16(a0); a0 = (const bfloat16_t*) ((uintptr_t) a0 + k); const bfloat16x8_t vb0123c01 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c01 = vld1q_bf16(w); w += 8; const uint32x4_t va0c01 = vdupq_lane_u32(vreinterpret_u32_bf16(vget_low_bf16(va0)), 0); const uint32x4_t vm0123c01 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb0123c01), vmovq_n_u16(0))); const uint32x4_t vm4567c01 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb4567c01), vmovq_n_u16(0))); const uint32x4_t va0x0123c01 = vbicq_u32(va0c01, vm0123c01); vacc0x0123 = vbfdotq_f32(vacc0x0123, vb0123c01, vreinterpretq_bf16_u32(va0x0123c01)); const uint32x4_t va0x4567c01 = vbicq_u32(va0c01, vm4567c01); vacc0x4567 = vbfdotq_f32(vacc0x4567, vb4567c01, vreinterpretq_bf16_u32(va0x4567c01)); if (k > 2 * sizeof(bfloat16_t)) { const bfloat16x8_t vb0123c23 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c23 = vld1q_bf16(w); w += 8; const uint32x4_t va0c23 = vdupq_lane_u32(vreinterpret_u32_bf16(vget_low_bf16(va0)), 1); const uint32x4_t vm0123c23 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb0123c23), vmovq_n_u16(0))); const uint32x4_t vm4567c23 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb4567c23), vmovq_n_u16(0))); const uint32x4_t va0x0123c23 = vbicq_u32(va0c23, vm0123c23); vacc0x0123 = vbfdotq_f32(vacc0x0123, vb0123c23, vreinterpretq_bf16_u32(va0x0123c23)); const uint32x4_t va0x4567c23 = vbicq_u32(va0c23, vm4567c23); vacc0x4567 = vbfdotq_f32(vacc0x4567, vb4567c23, vreinterpretq_bf16_u32(va0x4567c23)); if (k > 4 * sizeof(bfloat16_t)) { const bfloat16x8_t vb0123c45 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c45 = vld1q_bf16(w); w += 8; const uint32x4_t va0c45 = vdupq_lane_u32(vreinterpret_u32_bf16(vget_high_bf16(va0)), 0); const uint32x4_t vm0123c45 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb0123c45), vmovq_n_u16(0))); const uint32x4_t vm4567c45 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb4567c45), vmovq_n_u16(0))); const uint32x4_t va0x0123c45 = vbicq_u32(va0c45, vm0123c45); vacc0x0123 = vbfdotq_f32(vacc0x0123, vb0123c45, vreinterpretq_bf16_u32(va0x0123c45)); const uint32x4_t va0x4567c45 = vbicq_u32(va0c45, vm4567c45); vacc0x4567 = vbfdotq_f32(vacc0x4567, vb4567c45, vreinterpretq_bf16_u32(va0x4567c45)); if (k > 6 * sizeof(bfloat16_t)) { const bfloat16x8_t vb0123c67 = vld1q_bf16(w); w += 8; const bfloat16x8_t vb4567c67 = vld1q_bf16(w); w += 8; const uint32x4_t va0c67 = vdupq_lane_u32(vreinterpret_u32_bf16(vget_high_bf16(va0)), 1); const uint32x4_t vm0123c67 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb0123c67), vmovq_n_u16(0))); const uint32x4_t vm4567c67 = vreinterpretq_u32_u16(vceqq_u16(vreinterpretq_u16_bf16(vb4567c67), vmovq_n_u16(0))); const uint32x4_t va0x0123c67 = vbicq_u32(va0c67, vm0123c67); vacc0x0123 = vbfdotq_f32(vacc0x0123, vb0123c67, vreinterpretq_bf16_u32(va0x0123c67)); const uint32x4_t va0x4567c67 = vbicq_u32(va0c67, vm4567c67); vacc0x4567 = vbfdotq_f32(vacc0x4567, vb4567c67, vreinterpretq_bf16_u32(va0x4567c67)); } } } } 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); bfloat16x4_t vout0x0123 = vcvt_bf16_f32(vacc0x0123); bfloat16x4_t vout0x4567 = vcvt_bf16_f32(vacc0x4567); if XNN_LIKELY(nc >= 8) { vst1_bf16(c0, vout0x0123); vst1_bf16(c0 + 4, vout0x4567); c0 = (bfloat16_t*) ((uintptr_t) c0 + cn_stride); a0 = (const bfloat16_t*) ((uintptr_t) a0 - kc); nc -= 8; } else { if (nc & 4) { vst1_bf16(c0, vout0x0123); c0 += 4; vout0x0123 = vout0x4567; } if (nc & 2) { vst1_lane_u32((void*) c0, vreinterpret_u32_bf16(vout0x0123), 0); c0 += 2; vout0x0123 = vreinterpret_bf16_u16(vext_u16(vreinterpret_u16_bf16(vout0x0123), vreinterpret_u16_bf16(vout0x0123), 2)); } if (nc & 1) { vst1_lane_bf16(c0, vout0x0123, 0); } nc = 0; } } while (nc != 0); }