// Auto-generated file. Do not edit! // Template: src/f32-gemm/psimd-s4.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 void xnn_f32_gemm_ukernel_6x8s4__psimd( 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_output_params params[restrict static 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 { psimd_f32 vacc0x0123 = psimd_load_f32(w + 0); psimd_f32 vacc0x4567 = psimd_load_f32(w + 4); psimd_f32 vacc1x0123 = vacc0x0123; psimd_f32 vacc1x4567 = vacc0x4567; psimd_f32 vacc2x0123 = vacc0x0123; psimd_f32 vacc2x4567 = vacc0x4567; psimd_f32 vacc3x0123 = vacc0x0123; psimd_f32 vacc3x4567 = vacc0x4567; psimd_f32 vacc4x0123 = vacc0x0123; psimd_f32 vacc4x4567 = vacc0x4567; psimd_f32 vacc5x0123 = vacc0x0123; psimd_f32 vacc5x4567 = vacc0x4567; w += 8; size_t k = kc; while (k >= 4 * sizeof(float)) { psimd_f32 va0 = psimd_load_f32(a0); a0 += 4; psimd_f32 va1 = psimd_load_f32(a1); a1 += 4; psimd_f32 va2 = psimd_load_f32(a2); a2 += 4; psimd_f32 va3 = psimd_load_f32(a3); a3 += 4; psimd_f32 va4 = psimd_load_f32(a4); a4 += 4; psimd_f32 va5 = psimd_load_f32(a5); a5 += 4; const psimd_f32 vb0123c0 = psimd_load_f32(w + 0); const psimd_f32 vb4567c0 = psimd_load_f32(w + 4); vacc0x0123 = psimd_qfma_f32(vacc0x0123, va0, vb0123c0); vacc1x0123 = psimd_qfma_f32(vacc1x0123, va1, vb0123c0); vacc2x0123 = psimd_qfma_f32(vacc2x0123, va2, vb0123c0); vacc3x0123 = psimd_qfma_f32(vacc3x0123, va3, vb0123c0); vacc4x0123 = psimd_qfma_f32(vacc4x0123, va4, vb0123c0); vacc5x0123 = psimd_qfma_f32(vacc5x0123, va5, vb0123c0); vacc0x4567 = psimd_qfma_f32(vacc0x4567, va0, vb4567c0); vacc1x4567 = psimd_qfma_f32(vacc1x4567, va1, vb4567c0); vacc2x4567 = psimd_qfma_f32(vacc2x4567, va2, vb4567c0); vacc3x4567 = psimd_qfma_f32(vacc3x4567, va3, vb4567c0); vacc4x4567 = psimd_qfma_f32(vacc4x4567, va4, vb4567c0); vacc5x4567 = psimd_qfma_f32(vacc5x4567, va5, vb4567c0); #ifdef __clang__ va0 = __builtin_shufflevector(va0, va0, 1, 2, 3, 0); va1 = __builtin_shufflevector(va1, va1, 1, 2, 3, 0); va2 = __builtin_shufflevector(va2, va2, 1, 2, 3, 0); va3 = __builtin_shufflevector(va3, va3, 1, 2, 3, 0); va4 = __builtin_shufflevector(va4, va4, 1, 2, 3, 0); va5 = __builtin_shufflevector(va5, va5, 1, 2, 3, 0); #else va0 = __builtin_shuffle(va0, va0, (psimd_s32) { 1, 2, 3, 0 }); va1 = __builtin_shuffle(va1, va1, (psimd_s32) { 1, 2, 3, 0 }); va2 = __builtin_shuffle(va2, va2, (psimd_s32) { 1, 2, 3, 0 }); va3 = __builtin_shuffle(va3, va3, (psimd_s32) { 1, 2, 3, 0 }); va4 = __builtin_shuffle(va4, va4, (psimd_s32) { 1, 2, 3, 0 }); va5 = __builtin_shuffle(va5, va5, (psimd_s32) { 1, 2, 3, 0 }); #endif const psimd_f32 vb0123c1 = psimd_load_f32(w + 8); const psimd_f32 vb4567c1 = psimd_load_f32(w + 12); vacc0x0123 = psimd_qfma_f32(vacc0x0123, va0, vb0123c1); vacc1x0123 = psimd_qfma_f32(vacc1x0123, va1, vb0123c1); vacc2x0123 = psimd_qfma_f32(vacc2x0123, va2, vb0123c1); vacc3x0123 = psimd_qfma_f32(vacc3x0123, va3, vb0123c1); vacc4x0123 = psimd_qfma_f32(vacc4x0123, va4, vb0123c1); vacc5x0123 = psimd_qfma_f32(vacc5x0123, va5, vb0123c1); vacc0x4567 = psimd_qfma_f32(vacc0x4567, va0, vb4567c1); vacc1x4567 = psimd_qfma_f32(vacc1x4567, va1, vb4567c1); vacc2x4567 = psimd_qfma_f32(vacc2x4567, va2, vb4567c1); vacc3x4567 = psimd_qfma_f32(vacc3x4567, va3, vb4567c1); vacc4x4567 = psimd_qfma_f32(vacc4x4567, va4, vb4567c1); vacc5x4567 = psimd_qfma_f32(vacc5x4567, va5, vb4567c1); #ifdef __clang__ va0 = __builtin_shufflevector(va0, va0, 1, 2, 3, 0); va1 = __builtin_shufflevector(va1, va1, 1, 2, 3, 0); va2 = __builtin_shufflevector(va2, va2, 1, 2, 3, 0); va3 = __builtin_shufflevector(va3, va3, 1, 2, 3, 0); va4 = __builtin_shufflevector(va4, va4, 1, 2, 3, 0); va5 = __builtin_shufflevector(va5, va5, 1, 2, 3, 0); #else va0 = __builtin_shuffle(va0, va0, (psimd_s32) { 1, 2, 3, 0 }); va1 = __builtin_shuffle(va1, va1, (psimd_s32) { 1, 2, 3, 0 }); va2 = __builtin_shuffle(va2, va2, (psimd_s32) { 1, 2, 3, 0 }); va3 = __builtin_shuffle(va3, va3, (psimd_s32) { 1, 2, 3, 0 }); va4 = __builtin_shuffle(va4, va4, (psimd_s32) { 1, 2, 3, 0 }); va5 = __builtin_shuffle(va5, va5, (psimd_s32) { 1, 2, 3, 0 }); #endif const psimd_f32 vb0123c2 = psimd_load_f32(w + 16); const psimd_f32 vb4567c2 = psimd_load_f32(w + 20); vacc0x0123 = psimd_qfma_f32(vacc0x0123, va0, vb0123c2); vacc1x0123 = psimd_qfma_f32(vacc1x0123, va1, vb0123c2); vacc2x0123 = psimd_qfma_f32(vacc2x0123, va2, vb0123c2); vacc3x0123 = psimd_qfma_f32(vacc3x0123, va3, vb0123c2); vacc4x0123 = psimd_qfma_f32(vacc4x0123, va4, vb0123c2); vacc5x0123 = psimd_qfma_f32(vacc5x0123, va5, vb0123c2); vacc0x4567 = psimd_qfma_f32(vacc0x4567, va0, vb4567c2); vacc1x4567 = psimd_qfma_f32(vacc1x4567, va1, vb4567c2); vacc2x4567 = psimd_qfma_f32(vacc2x4567, va2, vb4567c2); vacc3x4567 = psimd_qfma_f32(vacc3x4567, va3, vb4567c2); vacc4x4567 = psimd_qfma_f32(vacc4x4567, va4, vb4567c2); vacc5x4567 = psimd_qfma_f32(vacc5x4567, va5, vb4567c2); #ifdef __clang__ va0 = __builtin_shufflevector(va0, va0, 1, 2, 3, 0); va1 = __builtin_shufflevector(va1, va1, 1, 2, 3, 0); va2 = __builtin_shufflevector(va2, va2, 1, 2, 3, 0); va3 = __builtin_shufflevector(va3, va3, 1, 2, 3, 0); va4 = __builtin_shufflevector(va4, va4, 1, 2, 3, 0); va5 = __builtin_shufflevector(va5, va5, 1, 2, 3, 0); #else va0 = __builtin_shuffle(va0, va0, (psimd_s32) { 1, 2, 3, 0 }); va1 = __builtin_shuffle(va1, va1, (psimd_s32) { 1, 2, 3, 0 }); va2 = __builtin_shuffle(va2, va2, (psimd_s32) { 1, 2, 3, 0 }); va3 = __builtin_shuffle(va3, va3, (psimd_s32) { 1, 2, 3, 0 }); va4 = __builtin_shuffle(va4, va4, (psimd_s32) { 1, 2, 3, 0 }); va5 = __builtin_shuffle(va5, va5, (psimd_s32) { 1, 2, 3, 0 }); #endif const psimd_f32 vb0123c3 = psimd_load_f32(w + 24); const psimd_f32 vb4567c3 = psimd_load_f32(w + 28); vacc0x0123 = psimd_qfma_f32(vacc0x0123, va0, vb0123c3); vacc1x0123 = psimd_qfma_f32(vacc1x0123, va1, vb0123c3); vacc2x0123 = psimd_qfma_f32(vacc2x0123, va2, vb0123c3); vacc3x0123 = psimd_qfma_f32(vacc3x0123, va3, vb0123c3); vacc4x0123 = psimd_qfma_f32(vacc4x0123, va4, vb0123c3); vacc5x0123 = psimd_qfma_f32(vacc5x0123, va5, vb0123c3); vacc0x4567 = psimd_qfma_f32(vacc0x4567, va0, vb4567c3); vacc1x4567 = psimd_qfma_f32(vacc1x4567, va1, vb4567c3); vacc2x4567 = psimd_qfma_f32(vacc2x4567, va2, vb4567c3); vacc3x4567 = psimd_qfma_f32(vacc3x4567, va3, vb4567c3); vacc4x4567 = psimd_qfma_f32(vacc4x4567, va4, vb4567c3); vacc5x4567 = psimd_qfma_f32(vacc5x4567, va5, vb4567c3); w += 32; k -= 4 * sizeof(float); } if XNN_UNLIKELY(k != 0) { do { const psimd_f32 va0 = psimd_load_splat_f32(a0); a0 += 1; const psimd_f32 va1 = psimd_load_splat_f32(a1); a1 += 1; const psimd_f32 va2 = psimd_load_splat_f32(a2); a2 += 1; const psimd_f32 va3 = psimd_load_splat_f32(a3); a3 += 1; const psimd_f32 va4 = psimd_load_splat_f32(a4); a4 += 1; const psimd_f32 va5 = psimd_load_splat_f32(a5); a5 += 1; const psimd_f32 vb0123 = psimd_load_f32(w); const psimd_f32 vb4567 = psimd_load_f32(w + 4); w += 8; vacc0x0123 = psimd_qfma_f32(vacc0x0123, va0, vb0123); vacc1x0123 = psimd_qfma_f32(vacc1x0123, va1, vb0123); vacc2x0123 = psimd_qfma_f32(vacc2x0123, va2, vb0123); vacc3x0123 = psimd_qfma_f32(vacc3x0123, va3, vb0123); vacc4x0123 = psimd_qfma_f32(vacc4x0123, va4, vb0123); vacc5x0123 = psimd_qfma_f32(vacc5x0123, va5, vb0123); vacc0x4567 = psimd_qfma_f32(vacc0x4567, va0, vb4567); vacc1x4567 = psimd_qfma_f32(vacc1x4567, va1, vb4567); vacc2x4567 = psimd_qfma_f32(vacc2x4567, va2, vb4567); vacc3x4567 = psimd_qfma_f32(vacc3x4567, va3, vb4567); vacc4x4567 = psimd_qfma_f32(vacc4x4567, va4, vb4567); vacc5x4567 = psimd_qfma_f32(vacc5x4567, va5, vb4567); k -= sizeof(float); } while (k != 0); } const psimd_f32 vmax = psimd_load_splat_f32(¶ms->scalar.max); vacc0x0123 = psimd_min_f32(vacc0x0123, vmax); vacc1x0123 = psimd_min_f32(vacc1x0123, vmax); vacc2x0123 = psimd_min_f32(vacc2x0123, vmax); vacc3x0123 = psimd_min_f32(vacc3x0123, vmax); vacc4x0123 = psimd_min_f32(vacc4x0123, vmax); vacc5x0123 = psimd_min_f32(vacc5x0123, vmax); vacc0x4567 = psimd_min_f32(vacc0x4567, vmax); vacc1x4567 = psimd_min_f32(vacc1x4567, vmax); vacc2x4567 = psimd_min_f32(vacc2x4567, vmax); vacc3x4567 = psimd_min_f32(vacc3x4567, vmax); vacc4x4567 = psimd_min_f32(vacc4x4567, vmax); vacc5x4567 = psimd_min_f32(vacc5x4567, vmax); const psimd_f32 vmin = psimd_load_splat_f32(¶ms->scalar.min); vacc0x0123 = psimd_max_f32(vacc0x0123, vmin); vacc1x0123 = psimd_max_f32(vacc1x0123, vmin); vacc2x0123 = psimd_max_f32(vacc2x0123, vmin); vacc3x0123 = psimd_max_f32(vacc3x0123, vmin); vacc4x0123 = psimd_max_f32(vacc4x0123, vmin); vacc5x0123 = psimd_max_f32(vacc5x0123, vmin); vacc0x4567 = psimd_max_f32(vacc0x4567, vmin); vacc1x4567 = psimd_max_f32(vacc1x4567, vmin); vacc2x4567 = psimd_max_f32(vacc2x4567, vmin); vacc3x4567 = psimd_max_f32(vacc3x4567, vmin); vacc4x4567 = psimd_max_f32(vacc4x4567, vmin); vacc5x4567 = psimd_max_f32(vacc5x4567, vmin); if XNN_LIKELY(nc >= 8) { psimd_store_f32(c5, vacc5x0123); psimd_store_f32(c5 + 4, vacc5x4567); c5 = (float*) ((uintptr_t) c5 + cn_stride); psimd_store_f32(c4, vacc4x0123); psimd_store_f32(c4 + 4, vacc4x4567); c4 = (float*) ((uintptr_t) c4 + cn_stride); psimd_store_f32(c3, vacc3x0123); psimd_store_f32(c3 + 4, vacc3x4567); c3 = (float*) ((uintptr_t) c3 + cn_stride); psimd_store_f32(c2, vacc2x0123); psimd_store_f32(c2 + 4, vacc2x4567); c2 = (float*) ((uintptr_t) c2 + cn_stride); psimd_store_f32(c1, vacc1x0123); psimd_store_f32(c1 + 4, vacc1x4567); c1 = (float*) ((uintptr_t) c1 + cn_stride); psimd_store_f32(c0, vacc0x0123); psimd_store_f32(c0 + 4, vacc0x4567); c0 = (float*) ((uintptr_t) c0 + cn_stride); a5 = (const float*) ((uintptr_t) a5 - kc); a4 = (const float*) ((uintptr_t) a4 - kc); a3 = (const float*) ((uintptr_t) a3 - kc); a2 = (const float*) ((uintptr_t) a2 - kc); a1 = (const float*) ((uintptr_t) a1 - kc); a0 = (const float*) ((uintptr_t) a0 - kc); nc -= 8; } else { if (nc & 4) { psimd_store_f32(c5, vacc5x0123); psimd_store_f32(c4, vacc4x0123); psimd_store_f32(c3, vacc3x0123); psimd_store_f32(c2, vacc2x0123); psimd_store_f32(c1, vacc1x0123); psimd_store_f32(c0, vacc0x0123); vacc5x0123 = vacc5x4567; vacc4x0123 = vacc4x4567; vacc3x0123 = vacc3x4567; vacc2x0123 = vacc2x4567; vacc1x0123 = vacc1x4567; vacc0x0123 = vacc0x4567; c5 += 4; c4 += 4; c3 += 4; c2 += 4; c1 += 4; c0 += 4; } if (nc & 2) { psimd_store2_f32(c5, vacc5x0123); psimd_store2_f32(c4, vacc4x0123); psimd_store2_f32(c3, vacc3x0123); psimd_store2_f32(c2, vacc2x0123); psimd_store2_f32(c1, vacc1x0123); psimd_store2_f32(c0, vacc0x0123); vacc5x0123 = psimd_concat_hi_f32(vacc5x0123, vacc5x0123); vacc4x0123 = psimd_concat_hi_f32(vacc4x0123, vacc4x0123); vacc3x0123 = psimd_concat_hi_f32(vacc3x0123, vacc3x0123); vacc2x0123 = psimd_concat_hi_f32(vacc2x0123, vacc2x0123); vacc1x0123 = psimd_concat_hi_f32(vacc1x0123, vacc1x0123); vacc0x0123 = psimd_concat_hi_f32(vacc0x0123, vacc0x0123); c5 += 2; c4 += 2; c3 += 2; c2 += 2; c1 += 2; c0 += 2; } if (nc & 1) { psimd_store1_f32(c5, vacc5x0123); psimd_store1_f32(c4, vacc4x0123); psimd_store1_f32(c3, vacc3x0123); psimd_store1_f32(c2, vacc2x0123); psimd_store1_f32(c1, vacc1x0123); psimd_store1_f32(c0, vacc0x0123); } nc = 0; } } while (nc != 0); }