// 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. $assert BATCH_TILE % 4 == 0 $assert BATCH_TILE >= 4 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f32_vlrelu_ukernel__neon_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(n != 0); assert(n % sizeof(float) == 0); const float32x4_t vslope = vld1q_dup_f32(¶ms->scalar.slope); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { $for N in range(0, BATCH_TILE, 4): const float32x4_t vx${ABC[N:N+4]} = vld1q_f32(x); x += 4; $for N in range(0, BATCH_TILE, 4): float32x4_t vacc${ABC[N:N+4]} = vmulq_f32(vx${ABC[N:N+4]}, vslope); const uint32x4_t vmask${ABC[N:N+4]} = vcltq_s32(vreinterpretq_s32_f32(vx${ABC[N:N+4]}), vmovq_n_s32(0)); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = vbslq_f32(vmask${ABC[N:N+4]}, vacc${ABC[N:N+4]}, vx${ABC[N:N+4]}); $for N in range(0, BATCH_TILE, 4): vst1q_f32(y, vacc${ABC[N:N+4]}); y += 4; } $if BATCH_TILE > 4: for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { const float32x4_t vx = vld1q_f32(x); x += 4; float32x4_t vacc = vmulq_f32(vx, vslope); const uint32x4_t vmask = vcltq_s32(vreinterpretq_s32_f32(vx), vmovq_n_s32(0)); vacc = vbslq_f32(vmask, vacc, vx); vst1q_f32(y, vacc); y += 4; } if XNN_UNLIKELY(n != 0) { const float32x4_t vx = vld1q_f32(x); float32x4_t vacc = vmulq_f32(vx, vslope); const uint32x4_t vmask = vcltq_s32(vreinterpretq_s32_f32(vx), vmovq_n_s32(0)); vacc = vbslq_f32(vmask, vacc, vx); float32x2_t vacc_lo = vget_low_f32(vacc); if (n & (2 * sizeof(float))) { vst1_f32(y, vacc_lo); y += 2; vacc_lo = vget_high_f32(vacc); } if (n & (1 * sizeof(float))) { vst1_lane_f32(y, vacc_lo, 0); } } }