// Auto-generated file. Do not edit! // Template: src/f32-gemm/neon-ld128.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 "xnnpack/gemm.h" void xnn_f32_gemm_minmax_ukernel_6x16__neon_lane_ld128( size_t mr, size_t nc, size_t kc, const float* restrict a, size_t a_stride, const float* restrict w, float* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(mr != 0); assert(mr <= 6); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(float) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); const float* a0 = a; float* c0 = c; const float* a1 = (const float*) ((uintptr_t) a0 + a_stride); float* c1 = (float*) ((uintptr_t) c0 + cm_stride); if XNN_UNPREDICTABLE(mr < 2) { a1 = a0; c1 = c0; } const float* a2 = (const float*) ((uintptr_t) a1 + a_stride); float* c2 = (float*) ((uintptr_t) c1 + cm_stride); if XNN_UNPREDICTABLE(mr <= 2) { a2 = a1; c2 = c1; } const float* a3 = (const float*) ((uintptr_t) a2 + a_stride); float* c3 = (float*) ((uintptr_t) c2 + cm_stride); if XNN_UNPREDICTABLE(mr < 4) { a3 = a2; c3 = c2; } const float* a4 = (const float*) ((uintptr_t) a3 + a_stride); float* c4 = (float*) ((uintptr_t) c3 + cm_stride); if XNN_UNPREDICTABLE(mr <= 4) { a4 = a3; c4 = c3; } const float* a5 = (const float*) ((uintptr_t) a4 + a_stride); float* c5 = (float*) ((uintptr_t) c4 + cm_stride); if XNN_UNPREDICTABLE(mr != 6) { a5 = a4; c5 = c4; } do { float32x4_t vacc0x0 = vld1q_f32(w); w += 4; float32x4_t vacc0x1 = vld1q_f32(w); w += 4; float32x4_t vacc0x2 = vld1q_f32(w); w += 4; float32x4_t vacc0x3 = vld1q_f32(w); w += 4; float32x4_t vacc1x0 = vacc0x0; float32x4_t vacc1x1 = vacc0x1; float32x4_t vacc1x2 = vacc0x2; float32x4_t vacc1x3 = vacc0x3; float32x4_t vacc2x0 = vacc0x0; float32x4_t vacc2x1 = vacc0x1; float32x4_t vacc2x2 = vacc0x2; float32x4_t vacc2x3 = vacc0x3; float32x4_t vacc3x0 = vacc0x0; float32x4_t vacc3x1 = vacc0x1; float32x4_t vacc3x2 = vacc0x2; float32x4_t vacc3x3 = vacc0x3; float32x4_t vacc4x0 = vacc0x0; float32x4_t vacc4x1 = vacc0x1; float32x4_t vacc4x2 = vacc0x2; float32x4_t vacc4x3 = vacc0x3; float32x4_t vacc5x0 = vacc0x0; float32x4_t vacc5x1 = vacc0x1; float32x4_t vacc5x2 = vacc0x2; float32x4_t vacc5x3 = vacc0x3; size_t k = kc; if XNN_LIKELY(k >= 4 * sizeof(float)) { do { const float32x4_t va0 = vld1q_f32(a0); a0 += 4; const float32x4_t va1 = vld1q_f32(a1); a1 += 4; const float32x4_t va2 = vld1q_f32(a2); a2 += 4; const float32x4_t va3 = vld1q_f32(a3); a3 += 4; const float32x4_t va4 = vld1q_f32(a4); a4 += 4; const float32x4_t va5 = vld1q_f32(a5); a5 += 4; const float32x4_t vb0123c0 = vld1q_f32(w); w += 4; const float32x4_t vb4567c0 = vld1q_f32(w); w += 4; const float32x4_t vb89ABc0 = vld1q_f32(w); w += 4; const float32x4_t vbCDEFc0 = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_lane_f32(vacc0x0, vb0123c0, vget_low_f32(va0), 0); vacc1x0 = vmlaq_lane_f32(vacc1x0, vb0123c0, vget_low_f32(va1), 0); vacc2x0 = vmlaq_lane_f32(vacc2x0, vb0123c0, vget_low_f32(va2), 0); vacc3x0 = vmlaq_lane_f32(vacc3x0, vb0123c0, vget_low_f32(va3), 0); vacc4x0 = vmlaq_lane_f32(vacc4x0, vb0123c0, vget_low_f32(va4), 0); vacc5x0 = vmlaq_lane_f32(vacc5x0, vb0123c0, vget_low_f32(va5), 0); vacc0x1 = vmlaq_lane_f32(vacc0x1, vb4567c0, vget_low_f32(va0), 0); vacc1x1 = vmlaq_lane_f32(vacc1x1, vb4567c0, vget_low_f32(va1), 0); vacc2x1 = vmlaq_lane_f32(vacc2x1, vb4567c0, vget_low_f32(va2), 0); vacc3x1 = vmlaq_lane_f32(vacc3x1, vb4567c0, vget_low_f32(va3), 0); vacc4x1 = vmlaq_lane_f32(vacc4x1, vb4567c0, vget_low_f32(va4), 0); vacc5x1 = vmlaq_lane_f32(vacc5x1, vb4567c0, vget_low_f32(va5), 0); vacc0x2 = vmlaq_lane_f32(vacc0x2, vb89ABc0, vget_low_f32(va0), 0); vacc1x2 = vmlaq_lane_f32(vacc1x2, vb89ABc0, vget_low_f32(va1), 0); vacc2x2 = vmlaq_lane_f32(vacc2x2, vb89ABc0, vget_low_f32(va2), 0); vacc3x2 = vmlaq_lane_f32(vacc3x2, vb89ABc0, vget_low_f32(va3), 0); vacc4x2 = vmlaq_lane_f32(vacc4x2, vb89ABc0, vget_low_f32(va4), 0); vacc5x2 = vmlaq_lane_f32(vacc5x2, vb89ABc0, vget_low_f32(va5), 0); vacc0x3 = vmlaq_lane_f32(vacc0x3, vbCDEFc0, vget_low_f32(va0), 0); vacc1x3 = vmlaq_lane_f32(vacc1x3, vbCDEFc0, vget_low_f32(va1), 0); vacc2x3 = vmlaq_lane_f32(vacc2x3, vbCDEFc0, vget_low_f32(va2), 0); vacc3x3 = vmlaq_lane_f32(vacc3x3, vbCDEFc0, vget_low_f32(va3), 0); vacc4x3 = vmlaq_lane_f32(vacc4x3, vbCDEFc0, vget_low_f32(va4), 0); vacc5x3 = vmlaq_lane_f32(vacc5x3, vbCDEFc0, vget_low_f32(va5), 0); const float32x4_t vb0123c1 = vld1q_f32(w); w += 4; const float32x4_t vb4567c1 = vld1q_f32(w); w += 4; const float32x4_t vb89ABc1 = vld1q_f32(w); w += 4; const float32x4_t vbCDEFc1 = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_lane_f32(vacc0x0, vb0123c1, vget_low_f32(va0), 1); vacc1x0 = vmlaq_lane_f32(vacc1x0, vb0123c1, vget_low_f32(va1), 1); vacc2x0 = vmlaq_lane_f32(vacc2x0, vb0123c1, vget_low_f32(va2), 1); vacc3x0 = vmlaq_lane_f32(vacc3x0, vb0123c1, vget_low_f32(va3), 1); vacc4x0 = vmlaq_lane_f32(vacc4x0, vb0123c1, vget_low_f32(va4), 1); vacc5x0 = vmlaq_lane_f32(vacc5x0, vb0123c1, vget_low_f32(va5), 1); vacc0x1 = vmlaq_lane_f32(vacc0x1, vb4567c1, vget_low_f32(va0), 1); vacc1x1 = vmlaq_lane_f32(vacc1x1, vb4567c1, vget_low_f32(va1), 1); vacc2x1 = vmlaq_lane_f32(vacc2x1, vb4567c1, vget_low_f32(va2), 1); vacc3x1 = vmlaq_lane_f32(vacc3x1, vb4567c1, vget_low_f32(va3), 1); vacc4x1 = vmlaq_lane_f32(vacc4x1, vb4567c1, vget_low_f32(va4), 1); vacc5x1 = vmlaq_lane_f32(vacc5x1, vb4567c1, vget_low_f32(va5), 1); vacc0x2 = vmlaq_lane_f32(vacc0x2, vb89ABc1, vget_low_f32(va0), 1); vacc1x2 = vmlaq_lane_f32(vacc1x2, vb89ABc1, vget_low_f32(va1), 1); vacc2x2 = vmlaq_lane_f32(vacc2x2, vb89ABc1, vget_low_f32(va2), 1); vacc3x2 = vmlaq_lane_f32(vacc3x2, vb89ABc1, vget_low_f32(va3), 1); vacc4x2 = vmlaq_lane_f32(vacc4x2, vb89ABc1, vget_low_f32(va4), 1); vacc5x2 = vmlaq_lane_f32(vacc5x2, vb89ABc1, vget_low_f32(va5), 1); vacc0x3 = vmlaq_lane_f32(vacc0x3, vbCDEFc1, vget_low_f32(va0), 1); vacc1x3 = vmlaq_lane_f32(vacc1x3, vbCDEFc1, vget_low_f32(va1), 1); vacc2x3 = vmlaq_lane_f32(vacc2x3, vbCDEFc1, vget_low_f32(va2), 1); vacc3x3 = vmlaq_lane_f32(vacc3x3, vbCDEFc1, vget_low_f32(va3), 1); vacc4x3 = vmlaq_lane_f32(vacc4x3, vbCDEFc1, vget_low_f32(va4), 1); vacc5x3 = vmlaq_lane_f32(vacc5x3, vbCDEFc1, vget_low_f32(va5), 1); const float32x4_t vb0123c2 = vld1q_f32(w); w += 4; const float32x4_t vb4567c2 = vld1q_f32(w); w += 4; const float32x4_t vb89ABc2 = vld1q_f32(w); w += 4; const float32x4_t vbCDEFc2 = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_lane_f32(vacc0x0, vb0123c2, vget_high_f32(va0), 0); vacc1x0 = vmlaq_lane_f32(vacc1x0, vb0123c2, vget_high_f32(va1), 0); vacc2x0 = vmlaq_lane_f32(vacc2x0, vb0123c2, vget_high_f32(va2), 0); vacc3x0 = vmlaq_lane_f32(vacc3x0, vb0123c2, vget_high_f32(va3), 0); vacc4x0 = vmlaq_lane_f32(vacc4x0, vb0123c2, vget_high_f32(va4), 0); vacc5x0 = vmlaq_lane_f32(vacc5x0, vb0123c2, vget_high_f32(va5), 0); vacc0x1 = vmlaq_lane_f32(vacc0x1, vb4567c2, vget_high_f32(va0), 0); vacc1x1 = vmlaq_lane_f32(vacc1x1, vb4567c2, vget_high_f32(va1), 0); vacc2x1 = vmlaq_lane_f32(vacc2x1, vb4567c2, vget_high_f32(va2), 0); vacc3x1 = vmlaq_lane_f32(vacc3x1, vb4567c2, vget_high_f32(va3), 0); vacc4x1 = vmlaq_lane_f32(vacc4x1, vb4567c2, vget_high_f32(va4), 0); vacc5x1 = vmlaq_lane_f32(vacc5x1, vb4567c2, vget_high_f32(va5), 0); vacc0x2 = vmlaq_lane_f32(vacc0x2, vb89ABc2, vget_high_f32(va0), 0); vacc1x2 = vmlaq_lane_f32(vacc1x2, vb89ABc2, vget_high_f32(va1), 0); vacc2x2 = vmlaq_lane_f32(vacc2x2, vb89ABc2, vget_high_f32(va2), 0); vacc3x2 = vmlaq_lane_f32(vacc3x2, vb89ABc2, vget_high_f32(va3), 0); vacc4x2 = vmlaq_lane_f32(vacc4x2, vb89ABc2, vget_high_f32(va4), 0); vacc5x2 = vmlaq_lane_f32(vacc5x2, vb89ABc2, vget_high_f32(va5), 0); vacc0x3 = vmlaq_lane_f32(vacc0x3, vbCDEFc2, vget_high_f32(va0), 0); vacc1x3 = vmlaq_lane_f32(vacc1x3, vbCDEFc2, vget_high_f32(va1), 0); vacc2x3 = vmlaq_lane_f32(vacc2x3, vbCDEFc2, vget_high_f32(va2), 0); vacc3x3 = vmlaq_lane_f32(vacc3x3, vbCDEFc2, vget_high_f32(va3), 0); vacc4x3 = vmlaq_lane_f32(vacc4x3, vbCDEFc2, vget_high_f32(va4), 0); vacc5x3 = vmlaq_lane_f32(vacc5x3, vbCDEFc2, vget_high_f32(va5), 0); const float32x4_t vb0123c3 = vld1q_f32(w); w += 4; const float32x4_t vb4567c3 = vld1q_f32(w); w += 4; const float32x4_t vb89ABc3 = vld1q_f32(w); w += 4; const float32x4_t vbCDEFc3 = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_lane_f32(vacc0x0, vb0123c3, vget_high_f32(va0), 1); vacc1x0 = vmlaq_lane_f32(vacc1x0, vb0123c3, vget_high_f32(va1), 1); vacc2x0 = vmlaq_lane_f32(vacc2x0, vb0123c3, vget_high_f32(va2), 1); vacc3x0 = vmlaq_lane_f32(vacc3x0, vb0123c3, vget_high_f32(va3), 1); vacc4x0 = vmlaq_lane_f32(vacc4x0, vb0123c3, vget_high_f32(va4), 1); vacc5x0 = vmlaq_lane_f32(vacc5x0, vb0123c3, vget_high_f32(va5), 1); vacc0x1 = vmlaq_lane_f32(vacc0x1, vb4567c3, vget_high_f32(va0), 1); vacc1x1 = vmlaq_lane_f32(vacc1x1, vb4567c3, vget_high_f32(va1), 1); vacc2x1 = vmlaq_lane_f32(vacc2x1, vb4567c3, vget_high_f32(va2), 1); vacc3x1 = vmlaq_lane_f32(vacc3x1, vb4567c3, vget_high_f32(va3), 1); vacc4x1 = vmlaq_lane_f32(vacc4x1, vb4567c3, vget_high_f32(va4), 1); vacc5x1 = vmlaq_lane_f32(vacc5x1, vb4567c3, vget_high_f32(va5), 1); vacc0x2 = vmlaq_lane_f32(vacc0x2, vb89ABc3, vget_high_f32(va0), 1); vacc1x2 = vmlaq_lane_f32(vacc1x2, vb89ABc3, vget_high_f32(va1), 1); vacc2x2 = vmlaq_lane_f32(vacc2x2, vb89ABc3, vget_high_f32(va2), 1); vacc3x2 = vmlaq_lane_f32(vacc3x2, vb89ABc3, vget_high_f32(va3), 1); vacc4x2 = vmlaq_lane_f32(vacc4x2, vb89ABc3, vget_high_f32(va4), 1); vacc5x2 = vmlaq_lane_f32(vacc5x2, vb89ABc3, vget_high_f32(va5), 1); vacc0x3 = vmlaq_lane_f32(vacc0x3, vbCDEFc3, vget_high_f32(va0), 1); vacc1x3 = vmlaq_lane_f32(vacc1x3, vbCDEFc3, vget_high_f32(va1), 1); vacc2x3 = vmlaq_lane_f32(vacc2x3, vbCDEFc3, vget_high_f32(va2), 1); vacc3x3 = vmlaq_lane_f32(vacc3x3, vbCDEFc3, vget_high_f32(va3), 1); vacc4x3 = vmlaq_lane_f32(vacc4x3, vbCDEFc3, vget_high_f32(va4), 1); vacc5x3 = vmlaq_lane_f32(vacc5x3, vbCDEFc3, vget_high_f32(va5), 1); k -= 4 * sizeof(float); } while (k >= 4 * sizeof(float)); } if XNN_UNLIKELY(k != 0) { if XNN_UNLIKELY(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 va4 = vld1_f32(a4); a4 += 2; const float32x2_t va5 = vld1_f32(a5); a5 += 2; const float32x4_t vb0123c0 = vld1q_f32(w); w += 4; const float32x4_t vb4567c0 = vld1q_f32(w); w += 4; const float32x4_t vb89ABc0 = vld1q_f32(w); w += 4; const float32x4_t vbCDEFc0 = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_lane_f32(vacc0x0, vb0123c0, va0, 0); vacc1x0 = vmlaq_lane_f32(vacc1x0, vb0123c0, va1, 0); vacc2x0 = vmlaq_lane_f32(vacc2x0, vb0123c0, va2, 0); vacc3x0 = vmlaq_lane_f32(vacc3x0, vb0123c0, va3, 0); vacc4x0 = vmlaq_lane_f32(vacc4x0, vb0123c0, va4, 0); vacc5x0 = vmlaq_lane_f32(vacc5x0, vb0123c0, va5, 0); vacc0x1 = vmlaq_lane_f32(vacc0x1, vb4567c0, va0, 0); vacc1x1 = vmlaq_lane_f32(vacc1x1, vb4567c0, va1, 0); vacc2x1 = vmlaq_lane_f32(vacc2x1, vb4567c0, va2, 0); vacc3x1 = vmlaq_lane_f32(vacc3x1, vb4567c0, va3, 0); vacc4x1 = vmlaq_lane_f32(vacc4x1, vb4567c0, va4, 0); vacc5x1 = vmlaq_lane_f32(vacc5x1, vb4567c0, va5, 0); vacc0x2 = vmlaq_lane_f32(vacc0x2, vb89ABc0, va0, 0); vacc1x2 = vmlaq_lane_f32(vacc1x2, vb89ABc0, va1, 0); vacc2x2 = vmlaq_lane_f32(vacc2x2, vb89ABc0, va2, 0); vacc3x2 = vmlaq_lane_f32(vacc3x2, vb89ABc0, va3, 0); vacc4x2 = vmlaq_lane_f32(vacc4x2, vb89ABc0, va4, 0); vacc5x2 = vmlaq_lane_f32(vacc5x2, vb89ABc0, va5, 0); vacc0x3 = vmlaq_lane_f32(vacc0x3, vbCDEFc0, va0, 0); vacc1x3 = vmlaq_lane_f32(vacc1x3, vbCDEFc0, va1, 0); vacc2x3 = vmlaq_lane_f32(vacc2x3, vbCDEFc0, va2, 0); vacc3x3 = vmlaq_lane_f32(vacc3x3, vbCDEFc0, va3, 0); vacc4x3 = vmlaq_lane_f32(vacc4x3, vbCDEFc0, va4, 0); vacc5x3 = vmlaq_lane_f32(vacc5x3, vbCDEFc0, va5, 0); const float32x4_t vb0123c1 = vld1q_f32(w); w += 4; const float32x4_t vb4567c1 = vld1q_f32(w); w += 4; const float32x4_t vb89ABc1 = vld1q_f32(w); w += 4; const float32x4_t vbCDEFc1 = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_lane_f32(vacc0x0, vb0123c1, va0, 1); vacc1x0 = vmlaq_lane_f32(vacc1x0, vb0123c1, va1, 1); vacc2x0 = vmlaq_lane_f32(vacc2x0, vb0123c1, va2, 1); vacc3x0 = vmlaq_lane_f32(vacc3x0, vb0123c1, va3, 1); vacc4x0 = vmlaq_lane_f32(vacc4x0, vb0123c1, va4, 1); vacc5x0 = vmlaq_lane_f32(vacc5x0, vb0123c1, va5, 1); vacc0x1 = vmlaq_lane_f32(vacc0x1, vb4567c1, va0, 1); vacc1x1 = vmlaq_lane_f32(vacc1x1, vb4567c1, va1, 1); vacc2x1 = vmlaq_lane_f32(vacc2x1, vb4567c1, va2, 1); vacc3x1 = vmlaq_lane_f32(vacc3x1, vb4567c1, va3, 1); vacc4x1 = vmlaq_lane_f32(vacc4x1, vb4567c1, va4, 1); vacc5x1 = vmlaq_lane_f32(vacc5x1, vb4567c1, va5, 1); vacc0x2 = vmlaq_lane_f32(vacc0x2, vb89ABc1, va0, 1); vacc1x2 = vmlaq_lane_f32(vacc1x2, vb89ABc1, va1, 1); vacc2x2 = vmlaq_lane_f32(vacc2x2, vb89ABc1, va2, 1); vacc3x2 = vmlaq_lane_f32(vacc3x2, vb89ABc1, va3, 1); vacc4x2 = vmlaq_lane_f32(vacc4x2, vb89ABc1, va4, 1); vacc5x2 = vmlaq_lane_f32(vacc5x2, vb89ABc1, va5, 1); vacc0x3 = vmlaq_lane_f32(vacc0x3, vbCDEFc1, va0, 1); vacc1x3 = vmlaq_lane_f32(vacc1x3, vbCDEFc1, va1, 1); vacc2x3 = vmlaq_lane_f32(vacc2x3, vbCDEFc1, va2, 1); vacc3x3 = vmlaq_lane_f32(vacc3x3, vbCDEFc1, va3, 1); vacc4x3 = vmlaq_lane_f32(vacc4x3, vbCDEFc1, va4, 1); vacc5x3 = vmlaq_lane_f32(vacc5x3, vbCDEFc1, va5, 1); } if XNN_UNLIKELY(k & (1 * sizeof(float))) { const float32x4_t va0 = vld1q_dup_f32(a0); a0 += 1; const float32x4_t va1 = vld1q_dup_f32(a1); a1 += 1; const float32x4_t va2 = vld1q_dup_f32(a2); a2 += 1; const float32x4_t va3 = vld1q_dup_f32(a3); a3 += 1; const float32x4_t va4 = vld1q_dup_f32(a4); a4 += 1; const float32x4_t va5 = vld1q_dup_f32(a5); a5 += 1; const float32x4_t vb0123 = vld1q_f32(w); w += 4; const float32x4_t vb4567 = vld1q_f32(w); w += 4; const float32x4_t vb89AB = vld1q_f32(w); w += 4; const float32x4_t vbCDEF = vld1q_f32(w); w += 4; vacc0x0 = vmlaq_f32(vacc0x0, va0, vb0123); vacc1x0 = vmlaq_f32(vacc1x0, va1, vb0123); vacc2x0 = vmlaq_f32(vacc2x0, va2, vb0123); vacc3x0 = vmlaq_f32(vacc3x0, va3, vb0123); vacc4x0 = vmlaq_f32(vacc4x0, va4, vb0123); vacc5x0 = vmlaq_f32(vacc5x0, va5, vb0123); vacc0x1 = vmlaq_f32(vacc0x1, va0, vb4567); vacc1x1 = vmlaq_f32(vacc1x1, va1, vb4567); vacc2x1 = vmlaq_f32(vacc2x1, va2, vb4567); vacc3x1 = vmlaq_f32(vacc3x1, va3, vb4567); vacc4x1 = vmlaq_f32(vacc4x1, va4, vb4567); vacc5x1 = vmlaq_f32(vacc5x1, va5, vb4567); vacc0x2 = vmlaq_f32(vacc0x2, va0, vb89AB); vacc1x2 = vmlaq_f32(vacc1x2, va1, vb89AB); vacc2x2 = vmlaq_f32(vacc2x2, va2, vb89AB); vacc3x2 = vmlaq_f32(vacc3x2, va3, vb89AB); vacc4x2 = vmlaq_f32(vacc4x2, va4, vb89AB); vacc5x2 = vmlaq_f32(vacc5x2, va5, vb89AB); vacc0x3 = vmlaq_f32(vacc0x3, va0, vbCDEF); vacc1x3 = vmlaq_f32(vacc1x3, va1, vbCDEF); vacc2x3 = vmlaq_f32(vacc2x3, va2, vbCDEF); vacc3x3 = vmlaq_f32(vacc3x3, va3, vbCDEF); vacc4x3 = vmlaq_f32(vacc4x3, va4, vbCDEF); vacc5x3 = vmlaq_f32(vacc5x3, va5, vbCDEF); } } const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max); vacc0x0 = vminq_f32(vacc0x0, vmax); vacc1x0 = vminq_f32(vacc1x0, vmax); vacc2x0 = vminq_f32(vacc2x0, vmax); vacc3x0 = vminq_f32(vacc3x0, vmax); vacc4x0 = vminq_f32(vacc4x0, vmax); vacc5x0 = vminq_f32(vacc5x0, vmax); vacc0x1 = vminq_f32(vacc0x1, vmax); vacc1x1 = vminq_f32(vacc1x1, vmax); vacc2x1 = vminq_f32(vacc2x1, vmax); vacc3x1 = vminq_f32(vacc3x1, vmax); vacc4x1 = vminq_f32(vacc4x1, vmax); vacc5x1 = vminq_f32(vacc5x1, vmax); vacc0x2 = vminq_f32(vacc0x2, vmax); vacc1x2 = vminq_f32(vacc1x2, vmax); vacc2x2 = vminq_f32(vacc2x2, vmax); vacc3x2 = vminq_f32(vacc3x2, vmax); vacc4x2 = vminq_f32(vacc4x2, vmax); vacc5x2 = vminq_f32(vacc5x2, vmax); vacc0x3 = vminq_f32(vacc0x3, vmax); vacc1x3 = vminq_f32(vacc1x3, vmax); vacc2x3 = vminq_f32(vacc2x3, vmax); vacc3x3 = vminq_f32(vacc3x3, vmax); vacc4x3 = vminq_f32(vacc4x3, vmax); vacc5x3 = vminq_f32(vacc5x3, vmax); const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min); vacc0x0 = vmaxq_f32(vacc0x0, vmin); vacc1x0 = vmaxq_f32(vacc1x0, vmin); vacc2x0 = vmaxq_f32(vacc2x0, vmin); vacc3x0 = vmaxq_f32(vacc3x0, vmin); vacc4x0 = vmaxq_f32(vacc4x0, vmin); vacc5x0 = vmaxq_f32(vacc5x0, vmin); vacc0x1 = vmaxq_f32(vacc0x1, vmin); vacc1x1 = vmaxq_f32(vacc1x1, vmin); vacc2x1 = vmaxq_f32(vacc2x1, vmin); vacc3x1 = vmaxq_f32(vacc3x1, vmin); vacc4x1 = vmaxq_f32(vacc4x1, vmin); vacc5x1 = vmaxq_f32(vacc5x1, vmin); vacc0x2 = vmaxq_f32(vacc0x2, vmin); vacc1x2 = vmaxq_f32(vacc1x2, vmin); vacc2x2 = vmaxq_f32(vacc2x2, vmin); vacc3x2 = vmaxq_f32(vacc3x2, vmin); vacc4x2 = vmaxq_f32(vacc4x2, vmin); vacc5x2 = vmaxq_f32(vacc5x2, vmin); vacc0x3 = vmaxq_f32(vacc0x3, vmin); vacc1x3 = vmaxq_f32(vacc1x3, vmin); vacc2x3 = vmaxq_f32(vacc2x3, vmin); vacc3x3 = vmaxq_f32(vacc3x3, vmin); vacc4x3 = vmaxq_f32(vacc4x3, vmin); vacc5x3 = vmaxq_f32(vacc5x3, vmin); if XNN_LIKELY(nc >= 16) { vst1q_f32(c0, vacc0x0); vst1q_f32(c0 + 4, vacc0x1); vst1q_f32(c0 + 8, vacc0x2); vst1q_f32(c0 + 12, vacc0x3); c0 = (float*) ((uintptr_t) c0 + cn_stride); vst1q_f32(c1, vacc1x0); vst1q_f32(c1 + 4, vacc1x1); vst1q_f32(c1 + 8, vacc1x2); vst1q_f32(c1 + 12, vacc1x3); c1 = (float*) ((uintptr_t) c1 + cn_stride); vst1q_f32(c2, vacc2x0); vst1q_f32(c2 + 4, vacc2x1); vst1q_f32(c2 + 8, vacc2x2); vst1q_f32(c2 + 12, vacc2x3); c2 = (float*) ((uintptr_t) c2 + cn_stride); vst1q_f32(c3, vacc3x0); vst1q_f32(c3 + 4, vacc3x1); vst1q_f32(c3 + 8, vacc3x2); vst1q_f32(c3 + 12, vacc3x3); c3 = (float*) ((uintptr_t) c3 + cn_stride); vst1q_f32(c4, vacc4x0); vst1q_f32(c4 + 4, vacc4x1); vst1q_f32(c4 + 8, vacc4x2); vst1q_f32(c4 + 12, vacc4x3); c4 = (float*) ((uintptr_t) c4 + cn_stride); vst1q_f32(c5, vacc5x0); vst1q_f32(c5 + 4, vacc5x1); vst1q_f32(c5 + 8, vacc5x2); vst1q_f32(c5 + 12, vacc5x3); c5 = (float*) ((uintptr_t) c5 + cn_stride); a0 = (const float*) ((uintptr_t) a0 - kc); a1 = (const float*) ((uintptr_t) a1 - kc); a2 = (const float*) ((uintptr_t) a2 - kc); a3 = (const float*) ((uintptr_t) a3 - kc); a4 = (const float*) ((uintptr_t) a4 - kc); a5 = (const float*) ((uintptr_t) a5 - kc); nc -= 16; } else { if (nc & 8) { vst1q_f32(c0, vacc0x0); c0 += 4; vst1q_f32(c1, vacc1x0); c1 += 4; vst1q_f32(c2, vacc2x0); c2 += 4; vst1q_f32(c3, vacc3x0); c3 += 4; vst1q_f32(c4, vacc4x0); c4 += 4; vst1q_f32(c5, vacc5x0); c5 += 4; vst1q_f32(c0, vacc0x1); c0 += 4; vst1q_f32(c1, vacc1x1); c1 += 4; vst1q_f32(c2, vacc2x1); c2 += 4; vst1q_f32(c3, vacc3x1); c3 += 4; vst1q_f32(c4, vacc4x1); c4 += 4; vst1q_f32(c5, vacc5x1); c5 += 4; vacc0x0 = vacc0x2; vacc0x1 = vacc0x3; vacc1x0 = vacc1x2; vacc1x1 = vacc1x3; vacc2x0 = vacc2x2; vacc2x1 = vacc2x3; vacc3x0 = vacc3x2; vacc3x1 = vacc3x3; vacc4x0 = vacc4x2; vacc4x1 = vacc4x3; vacc5x0 = vacc5x2; vacc5x1 = vacc5x3; } if (nc & 4) { vst1q_f32(c0, vacc0x0); c0 += 4; vst1q_f32(c1, vacc1x0); c1 += 4; vst1q_f32(c2, vacc2x0); c2 += 4; vst1q_f32(c3, vacc3x0); c3 += 4; vst1q_f32(c4, vacc4x0); c4 += 4; vst1q_f32(c5, vacc5x0); c5 += 4; vacc0x0 = vacc0x1; vacc0x1 = vacc0x2; vacc0x2 = vacc0x3; vacc1x0 = vacc1x1; vacc1x1 = vacc1x2; vacc1x2 = vacc1x3; vacc2x0 = vacc2x1; vacc2x1 = vacc2x2; vacc2x2 = vacc2x3; vacc3x0 = vacc3x1; vacc3x1 = vacc3x2; vacc3x2 = vacc3x3; vacc4x0 = vacc4x1; vacc4x1 = vacc4x2; vacc4x2 = vacc4x3; vacc5x0 = vacc5x1; vacc5x1 = vacc5x2; vacc5x2 = vacc5x3; } float32x2_t vacc0 = vget_low_f32(vacc0x0); float32x2_t vacc1 = vget_low_f32(vacc1x0); float32x2_t vacc2 = vget_low_f32(vacc2x0); float32x2_t vacc3 = vget_low_f32(vacc3x0); float32x2_t vacc4 = vget_low_f32(vacc4x0); float32x2_t vacc5 = vget_low_f32(vacc5x0); if (nc & 2) { vst1_f32(c0, vacc0); c0 += 2; vst1_f32(c1, vacc1); c1 += 2; vst1_f32(c2, vacc2); c2 += 2; vst1_f32(c3, vacc3); c3 += 2; vst1_f32(c4, vacc4); c4 += 2; vst1_f32(c5, vacc5); c5 += 2; vacc0 = vget_high_f32(vacc0x0); vacc1 = vget_high_f32(vacc1x0); vacc2 = vget_high_f32(vacc2x0); vacc3 = vget_high_f32(vacc3x0); vacc4 = vget_high_f32(vacc4x0); vacc5 = vget_high_f32(vacc5x0); } if (nc & 1) { vst1_lane_f32(c0, vacc0, 0); vst1_lane_f32(c1, vacc1, 0); vst1_lane_f32(c2, vacc2, 0); vst1_lane_f32(c3, vacc3, 0); vst1_lane_f32(c4, vacc4, 0); vst1_lane_f32(c5, vacc5, 0); } nc = 0; } } while (nc != 0); }