// Auto-generated file. Do not edit! // Template: src/f32-spmm/neon.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/prefetch.h" #include "xnnpack/spmm.h" void xnn_f32_spmm_minmax_ukernel_4x1__neon( size_t mc, size_t nc, const float* input, const float* weights, const int32_t* widx_dmap, const uint32_t* nidx_nnzmap, float* output, size_t output_stride, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(mc != 0); assert(mc % sizeof(float) == 0); assert(nc != 0); #if XNN_ARCH_ARM64 const float32x4x2_t vminmax = vld2q_dup_f32(¶ms->scalar.min); const float32x4_t vmin = vminmax.val[0]; const float32x4_t vmax = vminmax.val[1]; #else const float32x2x2_t vminmax = vld2_dup_f32(¶ms->scalar.min); const float32x4_t vmin = vcombine_f32(vminmax.val[0], vminmax.val[0]); const float32x4_t vmax = vcombine_f32(vminmax.val[1], vminmax.val[1]); #endif size_t output_decrement = output_stride * nc - 4 * sizeof(float); while XNN_LIKELY(mc >= 4 * sizeof(float)) { const float* w = weights; const int32_t* dmap = widx_dmap; const uint32_t* nnzmap = nidx_nnzmap; size_t n = nc; do { uint32_t nnz = *nnzmap++; float32x4_t vacc0123 = vld1q_dup_f32(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const float32x4_t vi0123 = vld1q_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); xnn_prefetch_to_l1(input + 16); const float32x4_t vw = vld1q_dup_f32(w); w += 1; xnn_prefetch_to_l1(w + 32); vacc0123 = vmlaq_f32(vacc0123, vi0123, vw); } while (--nnz != 0); } float32x4_t vout0123 = vminq_f32(vacc0123, vmax); vout0123 = vmaxq_f32(vout0123, vmin); vst1q_f32(output, vout0123); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 4; mc -= 4 * sizeof(float); } if XNN_UNLIKELY(mc != 0) { output_decrement += 2 * sizeof(float); if (mc & (2 * sizeof(float))) { const float* w = weights; const int32_t* dmap = widx_dmap; const uint32_t* nnzmap = nidx_nnzmap; size_t n = nc; do { uint32_t nnz = *nnzmap++; float32x2_t vacc01 = vld1_dup_f32(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const float32x2_t vi01 = vld1_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const float32x2_t vw = vld1_dup_f32(w); w += 1; vacc01 = vmla_f32(vacc01, vi01, vw); } while (--nnz != 0); } float32x2_t vout01 = vmin_f32(vacc01, vget_low_f32(vmax)); vout01 = vmax_f32(vout01, vget_low_f32(vmin)); vst1_f32(output, vout01); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 2; } output_decrement += 1 * sizeof(float); if (mc & (1 * sizeof(float))) { const float* w = weights; const int32_t* dmap = widx_dmap; const uint32_t* nnzmap = nidx_nnzmap; size_t n = nc; do { uint32_t nnz = *nnzmap++; float32x2_t vacc0 = vld1_dup_f32(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const float32x2_t vi0 = vld1_dup_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const float32x2_t vw = vld1_dup_f32(w); w += 1; vacc0 = vmla_f32(vacc0, vi0, vw); } while (--nnz != 0); } float32x2_t vout0 = vmin_f32(vacc0, vget_low_f32(vmax)); vout0 = vmax_f32(vout0, vget_low_f32(vmin)); vst1_lane_f32(output, vout0, 0); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 1; } } }