// 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 % 8 == 0 $assert BATCH_TILE >= 8 $ABC = "01234567456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" $assert OP in ["ADD", "DIV", "RDIV", "MAX", "MIN", "MUL", "SUB", "RSUB", "SQRDIFF"] $assert ACTIVATION in ["LINEAR", "MINMAX"] #include #include #include #include $VOPQ_f16 = { $ "ADD": lambda x: "vaddq_f16(%s, vb)" % x, $ "DIV": lambda x: "vdivq_f16(%s, vb)" % x, $ "RDIV": lambda x: "vdivq_f16(vb, %s)" % x, $ "MAX": lambda x: "vmaxq_f16(%s, vb)" % x, $ "MIN": lambda x: "vminq_f16(%s, vb)" % x, $ "MUL": lambda x: "vmulq_f16(%s, vb)" % x, $ "SUB": lambda x: "vsubq_f16(%s, vb)" % x, $ "RSUB": lambda x: "vsubq_f16(vb, %s)" % x, $ "SQRDIFF": lambda x: "vsubq_f16(%s, vb)" % x, $}[OP] $SUFFIX = {"LINEAR": "", "MINMAX": "_minmax"}[ACTIVATION] $PARAMS = {"LINEAR": "xnn_f16_default_params", "MINMAX": "xnn_f16_minmax_params"}[ACTIVATION] void xnn_f16_v${OP.lower()}c${SUFFIX}_ukernel__neonfp16arith_x${BATCH_TILE}( size_t n, const void* restrict a_ptr, const void* restrict b_ptr, void* restrict y_ptr, const union ${PARAMS} params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(n != 0); assert(n % sizeof(__fp16) == 0); assert(a_ptr != NULL); assert(b_ptr != NULL); assert(y_ptr != NULL); const __fp16* a = (const __fp16*) a_ptr; const __fp16* b = (const __fp16*) b_ptr; __fp16* y = (__fp16*) y_ptr; $if ACTIVATION == "MINMAX": const float16x8_t vy_min = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.min)); const float16x8_t vy_max = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neon.max)); const float16x8_t vb = vld1q_dup_f16(b); $if BATCH_TILE > 8: for (; n >= ${BATCH_TILE} * sizeof(__fp16); n -= ${BATCH_TILE} * sizeof(__fp16)) { $for N in range(0, BATCH_TILE, 8): const float16x8_t va${ABC[N:N+8]} = vld1q_f16(a); a += 8; $for N in range(0, BATCH_TILE, 8): float16x8_t vy${ABC[N:N+8]} = ${VOPQ_f16("va" + ABC[N:N+8])}; $if OP == "SQRDIFF": $for N in range(0, BATCH_TILE, 8): vy${ABC[N:N+8]} = vmulq_f16(vy${ABC[N:N+8]}, vy${ABC[N:N+8]}); $if ACTIVATION == "MINMAX": $for N in range(0, BATCH_TILE, 8): vy${ABC[N:N+8]} = vmaxq_f16(vy${ABC[N:N+8]}, vy_min); $for N in range(0, BATCH_TILE, 8): vy${ABC[N:N+8]} = vminq_f16(vy${ABC[N:N+8]}, vy_max); $for N in range(0, BATCH_TILE, 8): vst1q_f16(y, vy${ABC[N:N+8]}); y += 8; } for (; n >= 8 * sizeof(__fp16); n -= 8 * sizeof(__fp16)) { const float16x8_t va01234567 = vld1q_f16(a); a += 8; float16x8_t vy01234567 = ${VOPQ_f16("va01234567")}; $if OP == "SQRDIFF": vy01234567 = vmulq_f16(vy01234567, vy01234567); $if ACTIVATION == "MINMAX": vy01234567 = vmaxq_f16(vy01234567, vy_min); vy01234567 = vminq_f16(vy01234567, vy_max); vst1q_f16(y, vy01234567); y += 8; } if XNN_UNLIKELY(n != 0) { const float16x8_t va01234567 = vld1q_f16(a); float16x8_t vy01234567 = ${VOPQ_f16("va01234567")}; $if OP == "SQRDIFF": vy01234567 = vmulq_f16(vy01234567, vy01234567); $if ACTIVATION == "MINMAX": vy01234567 = vmaxq_f16(vy01234567, vy_min); vy01234567 = vminq_f16(vy01234567, vy_max); float16x4_t vy0123 = vget_low_f16(vy01234567); if (n & (4 * sizeof(__fp16))) { vst1_f16(y, vy0123); y += 4; vy0123 = vget_high_f16(vy01234567); } if (n & (2 * sizeof(__fp16))) { vst1_lane_u32((void*) y, vreinterpret_u32_f16(vy0123), 0); y += 2; vy0123 = vext_f16(vy0123, vy0123, 2); } if (n & (1 * sizeof(__fp16))) { vst1_lane_f16(y, vy0123, 0); } } }