// 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 void xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2( size_t mc, size_t nc, const float*restrict input, const float*restrict weights, const int32_t*restrict widx_dmap, const uint32_t*restrict nidx_nnzmap, float*restrict 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_v32x4_load_splat(¶ms->scalar.min); const v128_t vmax = wasm_v32x4_load_splat(¶ms->scalar.max); const v128_t vzero = wasm_f64x2_splat(0.0); size_t output_decrement = output_stride * nc - 32 * sizeof(float); while XNN_LIKELY(mc >= 32 * sizeof(float)) { const float*restrict 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_v32x4_load_splat(w); w += 1; v128_t vacc0123x1 = vzero; v128_t vacc4567x0 = vacc0123x0; v128_t vacc4567x1 = vzero; v128_t vacc89ABx0 = vacc0123x0; v128_t vacc89ABx1 = vzero; v128_t vaccCDEFx0 = vacc0123x0; v128_t vaccCDEFx1 = vzero; v128_t vaccGHIJx0 = vacc0123x0; v128_t vaccGHIJx1 = vzero; v128_t vaccKLMNx0 = vacc0123x0; v128_t vaccKLMNx1 = vzero; v128_t vaccOPQRx0 = vacc0123x0; v128_t vaccOPQRx1 = vzero; v128_t vaccSTUVx0 = vacc0123x0; v128_t vaccSTUVx1 = vzero; for (; nnz >= 2; nnz -= 2) { const intptr_t diff0 = dmap[0]; const intptr_t diff1 = dmap[1]; dmap += 2; const v128_t vi0123x0 = wasm_v128_load(input); const v128_t vi4567x0 = wasm_v128_load(input + 4); const v128_t vi89ABx0 = wasm_v128_load(input + 8); const v128_t viCDEFx0 = wasm_v128_load(input + 12); const v128_t viGHIJx0 = wasm_v128_load(input + 16); const v128_t viKLMNx0 = wasm_v128_load(input + 20); const v128_t viOPQRx0 = wasm_v128_load(input + 24); const v128_t viSTUVx0 = wasm_v128_load(input + 28); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff0); const v128_t vw0 = wasm_v32x4_load_splat(w); w += 1; vacc0123x0 = wasm_f32x4_add(vacc0123x0, wasm_f32x4_mul(vi0123x0, vw0)); vacc4567x0 = wasm_f32x4_add(vacc4567x0, wasm_f32x4_mul(vi4567x0, vw0)); vacc89ABx0 = wasm_f32x4_add(vacc89ABx0, wasm_f32x4_mul(vi89ABx0, vw0)); vaccCDEFx0 = wasm_f32x4_add(vaccCDEFx0, wasm_f32x4_mul(viCDEFx0, vw0)); vaccGHIJx0 = wasm_f32x4_add(vaccGHIJx0, wasm_f32x4_mul(viGHIJx0, vw0)); vaccKLMNx0 = wasm_f32x4_add(vaccKLMNx0, wasm_f32x4_mul(viKLMNx0, vw0)); vaccOPQRx0 = wasm_f32x4_add(vaccOPQRx0, wasm_f32x4_mul(viOPQRx0, vw0)); vaccSTUVx0 = wasm_f32x4_add(vaccSTUVx0, wasm_f32x4_mul(viSTUVx0, vw0)); const v128_t vi0123x1 = wasm_v128_load(input); const v128_t vi4567x1 = wasm_v128_load(input + 4); const v128_t vi89ABx1 = wasm_v128_load(input + 8); const v128_t viCDEFx1 = wasm_v128_load(input + 12); const v128_t viGHIJx1 = wasm_v128_load(input + 16); const v128_t viKLMNx1 = wasm_v128_load(input + 20); const v128_t viOPQRx1 = wasm_v128_load(input + 24); const v128_t viSTUVx1 = wasm_v128_load(input + 28); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff1); const v128_t vw1 = wasm_v32x4_load_splat(w); w += 1; vacc0123x1 = wasm_f32x4_add(vacc0123x1, wasm_f32x4_mul(vi0123x1, vw1)); vacc4567x1 = wasm_f32x4_add(vacc4567x1, wasm_f32x4_mul(vi4567x1, vw1)); vacc89ABx1 = wasm_f32x4_add(vacc89ABx1, wasm_f32x4_mul(vi89ABx1, vw1)); vaccCDEFx1 = wasm_f32x4_add(vaccCDEFx1, wasm_f32x4_mul(viCDEFx1, vw1)); vaccGHIJx1 = wasm_f32x4_add(vaccGHIJx1, wasm_f32x4_mul(viGHIJx1, vw1)); vaccKLMNx1 = wasm_f32x4_add(vaccKLMNx1, wasm_f32x4_mul(viKLMNx1, vw1)); vaccOPQRx1 = wasm_f32x4_add(vaccOPQRx1, wasm_f32x4_mul(viOPQRx1, vw1)); vaccSTUVx1 = wasm_f32x4_add(vaccSTUVx1, wasm_f32x4_mul(viSTUVx1, vw1)); } v128_t vacc0123 = vacc0123x0; v128_t vacc4567 = vacc4567x0; v128_t vacc89AB = vacc89ABx0; v128_t vaccCDEF = vaccCDEFx0; v128_t vaccGHIJ = vaccGHIJx0; v128_t vaccKLMN = vaccKLMNx0; v128_t vaccOPQR = vaccOPQRx0; v128_t vaccSTUV = vaccSTUVx0; vacc0123 = wasm_f32x4_add(vacc0123, vacc0123x1); vacc4567 = wasm_f32x4_add(vacc4567, vacc4567x1); vacc89AB = wasm_f32x4_add(vacc89AB, vacc89ABx1); vaccCDEF = wasm_f32x4_add(vaccCDEF, vaccCDEFx1); vaccGHIJ = wasm_f32x4_add(vaccGHIJ, vaccGHIJx1); vaccKLMN = wasm_f32x4_add(vaccKLMN, vaccKLMNx1); vaccOPQR = wasm_f32x4_add(vaccOPQR, vaccOPQRx1); vaccSTUV = wasm_f32x4_add(vaccSTUV, vaccSTUVx1); 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); const v128_t vi89AB = wasm_v128_load(input + 8); const v128_t viCDEF = wasm_v128_load(input + 12); const v128_t viGHIJ = wasm_v128_load(input + 16); const v128_t viKLMN = wasm_v128_load(input + 20); const v128_t viOPQR = wasm_v128_load(input + 24); const v128_t viSTUV = wasm_v128_load(input + 28); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v32x4_load_splat(w); w += 1; vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw)); vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw)); vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw)); vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw)); vaccGHIJ = wasm_f32x4_add(vaccGHIJ, wasm_f32x4_mul(viGHIJ, vw)); vaccKLMN = wasm_f32x4_add(vaccKLMN, wasm_f32x4_mul(viKLMN, vw)); vaccOPQR = wasm_f32x4_add(vaccOPQR, wasm_f32x4_mul(viOPQR, vw)); vaccSTUV = wasm_f32x4_add(vaccSTUV, wasm_f32x4_mul(viSTUV, vw)); } while (--nnz != 0); } v128_t vout0123 = wasm_v128_bitselect(vacc0123, vmax, wasm_f32x4_le(vacc0123, vmax)); v128_t vout4567 = wasm_v128_bitselect(vacc4567, vmax, wasm_f32x4_le(vacc4567, vmax)); v128_t vout89AB = wasm_v128_bitselect(vacc89AB, vmax, wasm_f32x4_le(vacc89AB, vmax)); v128_t voutCDEF = wasm_v128_bitselect(vaccCDEF, vmax, wasm_f32x4_le(vaccCDEF, vmax)); v128_t voutGHIJ = wasm_v128_bitselect(vaccGHIJ, vmax, wasm_f32x4_le(vaccGHIJ, vmax)); v128_t voutKLMN = wasm_v128_bitselect(vaccKLMN, vmax, wasm_f32x4_le(vaccKLMN, vmax)); v128_t voutOPQR = wasm_v128_bitselect(vaccOPQR, vmax, wasm_f32x4_le(vaccOPQR, vmax)); v128_t voutSTUV = wasm_v128_bitselect(vaccSTUV, vmax, wasm_f32x4_le(vaccSTUV, vmax)); vout0123 = wasm_v128_bitselect(vmin, vout0123, wasm_f32x4_lt(vout0123, vmin)); vout4567 = wasm_v128_bitselect(vmin, vout4567, wasm_f32x4_lt(vout4567, vmin)); vout89AB = wasm_v128_bitselect(vmin, vout89AB, wasm_f32x4_lt(vout89AB, vmin)); voutCDEF = wasm_v128_bitselect(vmin, voutCDEF, wasm_f32x4_lt(voutCDEF, vmin)); voutGHIJ = wasm_v128_bitselect(vmin, voutGHIJ, wasm_f32x4_lt(voutGHIJ, vmin)); voutKLMN = wasm_v128_bitselect(vmin, voutKLMN, wasm_f32x4_lt(voutKLMN, vmin)); voutOPQR = wasm_v128_bitselect(vmin, voutOPQR, wasm_f32x4_lt(voutOPQR, vmin)); voutSTUV = wasm_v128_bitselect(vmin, voutSTUV, wasm_f32x4_lt(voutSTUV, vmin)); wasm_v128_store(output, vout0123); wasm_v128_store(output + 4, vout4567); wasm_v128_store(output + 8, vout89AB); wasm_v128_store(output + 12, voutCDEF); wasm_v128_store(output + 16, voutGHIJ); wasm_v128_store(output + 20, voutKLMN); wasm_v128_store(output + 24, voutOPQR); wasm_v128_store(output + 28, voutSTUV); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((uintptr_t) output - output_decrement); input += 32; mc -= 32 * sizeof(float); } if XNN_UNLIKELY(mc != 0) { output_decrement += 16 * sizeof(float); if (mc & (16 * sizeof(float))) { const float*restrict 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_v32x4_load_splat(w); w += 1; v128_t vacc4567 = vacc0123; v128_t vacc89AB = vacc0123; v128_t vaccCDEF = vacc0123; 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); const v128_t vi89AB = wasm_v128_load(input + 8); const v128_t viCDEF = wasm_v128_load(input + 12); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v32x4_load_splat(w); w += 1; vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw)); vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw)); vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw)); vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw)); } while (--nnz != 0); } v128_t vout0123 = wasm_v128_bitselect(vacc0123, vmax, wasm_f32x4_le(vacc0123, vmax)); v128_t vout4567 = wasm_v128_bitselect(vacc4567, vmax, wasm_f32x4_le(vacc4567, vmax)); v128_t vout89AB = wasm_v128_bitselect(vacc89AB, vmax, wasm_f32x4_le(vacc89AB, vmax)); v128_t voutCDEF = wasm_v128_bitselect(vaccCDEF, vmax, wasm_f32x4_le(vaccCDEF, vmax)); vout0123 = wasm_v128_bitselect(vmin, vout0123, wasm_f32x4_lt(vout0123, vmin)); vout4567 = wasm_v128_bitselect(vmin, vout4567, wasm_f32x4_lt(vout4567, vmin)); vout89AB = wasm_v128_bitselect(vmin, vout89AB, wasm_f32x4_lt(vout89AB, vmin)); voutCDEF = wasm_v128_bitselect(vmin, voutCDEF, wasm_f32x4_lt(voutCDEF, vmin)); wasm_v128_store(output, vout0123); wasm_v128_store(output + 4, vout4567); wasm_v128_store(output + 8, vout89AB); wasm_v128_store(output + 12, voutCDEF); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((uintptr_t) output - output_decrement); input += 16; } output_decrement += 8 * sizeof(float); if (mc & (8 * sizeof(float))) { const float*restrict 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_v32x4_load_splat(w); w += 1; v128_t vacc4567 = vacc0123; 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_v32x4_load_splat(w); w += 1; vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw)); vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw)); } while (--nnz != 0); } v128_t vout0123 = wasm_v128_bitselect(vacc0123, vmax, wasm_f32x4_le(vacc0123, vmax)); v128_t vout4567 = wasm_v128_bitselect(vacc4567, vmax, wasm_f32x4_le(vacc4567, vmax)); vout0123 = wasm_v128_bitselect(vmin, vout0123, wasm_f32x4_lt(vout0123, vmin)); vout4567 = wasm_v128_bitselect(vmin, vout4567, wasm_f32x4_lt(vout4567, vmin)); 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; } output_decrement += 4 * sizeof(float); if (mc & (4 * sizeof(float))) { const float*restrict 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_v32x4_load_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_v32x4_load_splat(w); w += 1; vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw)); } while (--nnz != 0); } v128_t vout0123 = wasm_v128_bitselect(vacc0123, vmax, wasm_f32x4_le(vacc0123, vmax)); vout0123 = wasm_v128_bitselect(vmin, vout0123, wasm_f32x4_lt(vout0123, vmin)); 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*restrict 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_v32x4_load_splat(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const v128_t vi01 = wasm_v64x2_load_splat(input); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v32x4_load_splat(w); w += 1; vacc01 = wasm_f32x4_add(vacc01, wasm_f32x4_mul(vi01, vw)); } while (--nnz != 0); } v128_t vout01 = wasm_v128_bitselect(vacc01, vmax, wasm_f32x4_le(vacc01, vmax)); vout01 = wasm_v128_bitselect(vmin, vout01, wasm_f32x4_lt(vout01, vmin)); *((double*) output) = wasm_f64x2_extract_lane(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*restrict 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_v32x4_load_splat(w); w += 1; if XNN_LIKELY(nnz != 0) { do { const intptr_t diff = *dmap++; const v128_t vi0 = wasm_v32x4_load_splat(input); input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff); const v128_t vw = wasm_v32x4_load_splat(w); w += 1; vacc0 = wasm_f32x4_add(vacc0, wasm_f32x4_mul(vi0, vw)); } while (--nnz != 0); } v128_t vout0 = wasm_v128_bitselect(vacc0, vmax, wasm_f32x4_le(vacc0, vmax)); vout0 = wasm_v128_bitselect(vmin, vout0, wasm_f32x4_lt(vout0, vmin)); *output = wasm_f32x4_extract_lane(vout0, 0); output = (float*restrict) ((uintptr_t) output + output_stride); } while (--n != 0); output = (float*restrict) ((uintptr_t) output - output_decrement); input += 1; } } }