// 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. $assert BATCH_TILE % 4 == 0 $assert BATCH_TILE >= 4 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f32_hswish_ukernel__${"neonfma" if FMA else "neon"}_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_hswish_params params[restrict static 1]) { assert(n != 0); assert(n % sizeof(float) == 0); const float32x4_t vsixth = vld1q_dup_f32(¶ms->scalar.sixth); const float32x4_t vhalf = vld1q_dup_f32(¶ms->scalar.half); const float32x4_t vone = vld1q_dup_f32(¶ms->scalar.one); const float32x4_t vzero = vdupq_n_f32(0.0f); 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): $if FMA: float32x4_t vacc${ABC[N:N+4]} = vfmaq_f32(vhalf, vx${ABC[N:N+4]}, vsixth); $else: float32x4_t vacc${ABC[N:N+4]} = vmlaq_f32(vhalf, vx${ABC[N:N+4]}, vsixth); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = vmaxq_f32(vacc${ABC[N:N+4]}, vzero); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = vminq_f32(vacc${ABC[N:N+4]}, vone); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = vmulq_f32(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 vx0123 = vld1q_f32(x); x += 4; $if FMA: float32x4_t vacc0123 = vfmaq_f32(vhalf, vx0123, vsixth); $else: float32x4_t vacc0123 = vmlaq_f32(vhalf, vx0123, vsixth); vacc0123 = vmaxq_f32(vacc0123, vzero); vacc0123 = vminq_f32(vacc0123, vone); vacc0123 = vmulq_f32(vacc0123, vx0123); vst1q_f32(y, vacc0123); y += 4; } if XNN_UNLIKELY(n != 0) { const float32x4_t vx0123 = vld1q_f32(x); $if FMA: float32x4_t vacc0123 = vfmaq_f32(vhalf, vx0123, vsixth); $else: float32x4_t vacc0123 = vmlaq_f32(vhalf, vx0123, vsixth); vacc0123 = vmaxq_f32(vacc0123, vzero); vacc0123 = vminq_f32(vacc0123, vone); vacc0123 = vmulq_f32(vacc0123, vx0123); float32x2_t vacc01 = vget_low_f32(vacc0123); if (n & (2 * sizeof(float))) { vst1_f32(y, vacc01); y += 2; vacc01 = vget_high_f32(vacc0123); } if (n & (1 * sizeof(float))) { vst1_lane_f32(y, vacc01, 0); } } }