// Auto-generated file. Do not edit! // Template: src/f32-spmm/hvx.c.in // Generator: tools/xngen // // Copyright 2024 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 #include "xnnpack/simd/f32-hvx.h" #include "xnnpack/prefetch.h" #include "xnnpack/spmm.h" void xnn_f32_spmm_minmax_ukernel_64x1__hvx( 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); const HVX_Vector vmin = xnn_set1_f32(params->scalar.min); const HVX_Vector vmax = xnn_set1_f32(params->scalar.max); size_t output_decrement = output_stride * nc - 64 * sizeof(float); while XNN_LIKELY(mc >= 64 * 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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; HVX_Vector vacc1 = vacc0; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); const HVX_Vector vi1 = xnn_loadu_f32(input + 32); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); vacc1 = xnn_fmadd_f32(vi1, vw, vacc1); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); HVX_Vector vout1 = xnn_min_f32(vacc1, vmax); vout0 = xnn_max_f32(vout0, vmin); vout1 = xnn_max_f32(vout1, vmin); xnn_storeu_f32(output, vout0); xnn_storeu_f32(output + 32, vout1); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 64; mc -= 64 * sizeof(float); } if XNN_UNLIKELY(mc != 0) { output_decrement += 32 * sizeof(float); if (mc & (32 * 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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); vout0 = xnn_max_f32(vout0, vmin); xnn_storeu_f32(output, vout0); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 32; } output_decrement += 16 * sizeof(float); if (mc & (16 * 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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); vout0 = xnn_max_f32(vout0, vmin); xnn_store_tail_f32(output, vout0, 16); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 16; } output_decrement += 8 * sizeof(float); if (mc & (8 * 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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); vout0 = xnn_max_f32(vout0, vmin); xnn_store_tail_f32(output, vout0, 8); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 8; } output_decrement += 4 * sizeof(float); if (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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); vout0 = xnn_max_f32(vout0, vmin); xnn_store_tail_f32(output, vout0, 4); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 4; } 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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); vout0 = xnn_max_f32(vout0, vmin); xnn_store_tail_f32(output, vout0, 2); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*) ((uintptr_t) output - output_decrement); input += 2; } 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++; HVX_Vector vacc0 = xnn_set1_f32(*w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const HVX_Vector vi0 = xnn_loadu_f32(input); input = (const float*) ((uintptr_t) input + (uintptr_t) diff); const HVX_Vector vw = xnn_set1_f32(*w); w += 1; vacc0 = xnn_fmadd_f32(vi0, vw, vacc0); } while (--nnz != 0); } HVX_Vector vout0 = xnn_min_f32(vacc0, vmax); vout0 = xnn_max_f32(vout0, vmin); xnn_store_tail_f32(output, vout0, 1); output = (float*) ((uintptr_t) output + output_stride); } while (--n != 0); } } }