// Auto-generated file. Do not edit! // Template: src/f32-spmm/wasmsimd.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 "xnnpack/spmm.h" void xnn_f32_spmm_minmax_ukernel_8x1__wasmrelaxedsimd_arm_x4( 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 v128_t vmin = wasm_v128_load32_splat(¶ms->scalar.min); const v128_t vmax = wasm_v128_load32_splat(¶ms->scalar.max); XNN_FORCE_REALIZATION(vmin); XNN_FORCE_REALIZATION(vmax); size_t output_decrement = output_stride * nc - 8 * sizeof(float); while XNN_LIKELY(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++; v128_t vacc0123x0 = wasm_v128_load32_splat(w); w += 1; v128_t vacc0123x1 = wasm_f32x4_const_splat(0.0f); v128_t vacc0123x2 = wasm_f32x4_const_splat(0.0f); v128_t vacc0123x3 = wasm_f32x4_const_splat(0.0f); v128_t vacc4567x0 = vacc0123x0; v128_t vacc4567x1 = wasm_f32x4_const_splat(0.0f); v128_t vacc4567x2 = wasm_f32x4_const_splat(0.0f); v128_t vacc4567x3 = wasm_f32x4_const_splat(0.0f); for (; nnz >= 4; nnz -= 4) { const intptr_t diff0 = dmap[0]; const intptr_t diff1 = dmap[1]; const intptr_t diff2 = dmap[2]; const intptr_t diff3 = dmap[3]; dmap += 4; const v128_t vi0123x0 = wasm_v128_load(input); const v128_t vi4567x0 = wasm_v128_load(input + 4); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff0); const v128_t vw0 = wasm_v128_load32_splat(w); w += 1; vacc0123x0 = wasm_f32x4_relaxed_madd(vi0123x0, vw0, vacc0123x0); vacc4567x0 = wasm_f32x4_relaxed_madd(vi4567x0, vw0, vacc4567x0); const v128_t vi0123x1 = wasm_v128_load(input); const v128_t vi4567x1 = wasm_v128_load(input + 4); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff1); const v128_t vw1 = wasm_v128_load32_splat(w); w += 1; vacc0123x1 = wasm_f32x4_relaxed_madd(vi0123x1, vw1, vacc0123x1); vacc4567x1 = wasm_f32x4_relaxed_madd(vi4567x1, vw1, vacc4567x1); const v128_t vi0123x2 = wasm_v128_load(input); const v128_t vi4567x2 = wasm_v128_load(input + 4); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff2); const v128_t vw2 = wasm_v128_load32_splat(w); w += 1; vacc0123x2 = wasm_f32x4_relaxed_madd(vi0123x2, vw2, vacc0123x2); vacc4567x2 = wasm_f32x4_relaxed_madd(vi4567x2, vw2, vacc4567x2); const v128_t vi0123x3 = wasm_v128_load(input); const v128_t vi4567x3 = wasm_v128_load(input + 4); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff3); const v128_t vw3 = wasm_v128_load32_splat(w); w += 1; vacc0123x3 = wasm_f32x4_relaxed_madd(vi0123x3, vw3, vacc0123x3); vacc4567x3 = wasm_f32x4_relaxed_madd(vi4567x3, vw3, vacc4567x3); } v128_t vacc0123 = vacc0123x0; v128_t vacc4567 = vacc4567x0; vacc0123 = wasm_f32x4_add(vacc0123, vacc0123x1); vacc4567 = wasm_f32x4_add(vacc4567, vacc4567x1); vacc0123 = wasm_f32x4_add(vacc0123, vacc0123x2); vacc4567 = wasm_f32x4_add(vacc4567, vacc4567x2); vacc0123 = wasm_f32x4_add(vacc0123, vacc0123x3); vacc4567 = wasm_f32x4_add(vacc4567, vacc4567x3); if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const v128_t vi0123 = wasm_v128_load(input); const v128_t vi4567 = wasm_v128_load(input + 4); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v128_load32_splat(w); w += 1; vacc0123 = wasm_f32x4_relaxed_madd(vi0123, vw, vacc0123); vacc4567 = wasm_f32x4_relaxed_madd(vi4567, vw, vacc4567); } while (--nnz != 0); } v128_t vout0123 = wasm_f32x4_min(vmax, vacc0123); v128_t vout4567 = wasm_f32x4_min(vmax, vacc4567); vout0123 = wasm_f32x4_max(vmin, vout0123); vout4567 = wasm_f32x4_max(vmin, vout4567); wasm_v128_store(output, vout0123); wasm_v128_store(output + 4, vout4567); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((uintptr_t) output - output_decrement); input += 8; mc -= 8 * sizeof(float); } if XNN_UNLIKELY(mc != 0) { 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++; v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const v128_t vi0123 = wasm_v128_load(input); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v128_load32_splat(w); w += 1; vacc0123 = wasm_f32x4_relaxed_madd(vi0123, vw, vacc0123); } while (--nnz != 0); } v128_t vout0123 = wasm_f32x4_min(vmax, vacc0123); vout0123 = wasm_f32x4_max(vmin, vout0123); wasm_v128_store(output, vout0123); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((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++; v128_t vacc01 = wasm_v128_load32_splat(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const v128_t vi01 = wasm_v128_load64_splat(input); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v128_load32_splat(w); w += 1; vacc01 = wasm_f32x4_relaxed_madd(vi01, vw, vacc01); } while (--nnz != 0); } v128_t vout01 = wasm_f32x4_min(vmax, vacc01); vout01 = wasm_f32x4_max(vmin, vout01); wasm_v128_store64_lane(output, vout01, 0); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((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++; v128_t vacc0 = wasm_v128_load32_splat(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const v128_t vi0 = wasm_v128_load32_splat(input); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v128_load32_splat(w); w += 1; vacc0 = wasm_f32x4_relaxed_madd(vi0, vw, vacc0); } while (--nnz != 0); } v128_t vout0 = wasm_f32x4_min(vmax, vacc0); vout0 = wasm_f32x4_max(vmin, vout0); wasm_v128_store32_lane(output, vout0, 0); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((uintptr_t) output - output_decrement); input += 1; } } }