// 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 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f32_relu_ukernel__neon_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(n != 0); assert(n % sizeof(float) == 0); assert(x != NULL); assert(y != NULL); const float32x4_t vzero = vmovq_n_f32(0.0f); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { $for N in range(0, BATCH_TILE, 4): float32x4_t vacc${ABC[N:N+4]} = vld1q_f32(x); x += 4; $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = vmaxq_f32(vacc${ABC[N:N+4]}, vzero); $for N in range(0, BATCH_TILE, 4): vst1q_f32(y, vacc${ABC[N:N+4]}); y += 4; } $if BATCH_TILE > 4: for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { float32x4_t vacc = vld1q_f32(x); x += 4; vacc = vmaxq_f32(vacc, vzero); vst1q_f32(y, vacc); y += 4; } if XNN_UNLIKELY(n != 0) { float32x4_t vacc = vld1q_f32(x); vacc = vmaxq_f32(vacc, vzero); 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); } } }