// Copyright 2022 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 $SIMD_TILE = BATCH_TILE // 8 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f16_vsqrt_ukernel__neonfp16arith_nr1fma1adj_x${BATCH_TILE}( size_t batch, const void* input, void* output, const union xnn_f16_sqrt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(batch != 0); assert(batch % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const uint16x8_t vpositive_infinity = vmovq_n_u16(UINT16_C(0x7C00)); const float16x8_t vhalf = vreinterpretq_f16_u16(vmovq_n_u16(UINT16_C(0x3800))); // 0.5h const uint16x8_t vexp4_mask = vmovq_n_u16(UINT16_C(0x7800)); const uint16_t* i = (const uint16_t*) input; uint16_t* o = (uint16_t*) output; $if BATCH_TILE > 8: for (; batch >= ${BATCH_TILE} * sizeof(uint16_t); batch -= ${BATCH_TILE} * sizeof(uint16_t)) { $for N in range(SIMD_TILE): float16x8_t vi${ABC[N]} = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; $for N in range(SIMD_TILE): const float16x8_t vx${N} = vbslq_f16(vexp4_mask, vhalf, vi${N}); const int16x8_t vexp4i${N} = vreinterpretq_s16_u16(vandq_u16(vreinterpretq_u16_f16(vi${N}), vexp4_mask)); $for N in range(SIMD_TILE): const float16x8_t vrsqrtx${N} = vrsqrteq_f16(vx${N}); const int16x8_t vpostscale${N} = vhsubq_s16(vexp4i${N}, vreinterpretq_s16_f16(vhalf)); $for N in range(SIMD_TILE): float16x8_t vsqrtx${N} = vmulq_f16(vrsqrtx${N}, vx${N}); const float16x8_t vhalfrsqrtx${N} = vmulq_f16(vrsqrtx${N}, vhalf); uint16x8_t vspecial_mask${N} = vcgeq_u16(vreinterpretq_u16_f16(vi${N}), vpositive_infinity); $for N in range(SIMD_TILE): const float16x8_t vresidual${N} = vfmsq_f16(vhalf, vsqrtx${N}, vhalfrsqrtx${N}); const uint16x8_t vzero_mask${N} = vceqq_f16(vi${N}, vreinterpretq_f16_u16(vmovq_n_u16(0))); uint16x8_t vspecial_value${N} = vmovq_n_u16(UINT16_C(0x7E00)); $for N in range(SIMD_TILE): vsqrtx${N} = vfmaq_f16(vsqrtx${N}, vresidual${N}, vsqrtx${N}); vspecial_mask${N} = vorrq_u16(vspecial_mask${N}, vzero_mask${N}); const uint16x8_t vinfinity_mask${N} = vceqq_u16(vreinterpretq_u16_f16(vi${N}), vpositive_infinity); $for N in range(SIMD_TILE): const float16x8_t vadjustment${N} = vfmsq_f16(vx${N}, vsqrtx${N}, vsqrtx${N}); const uint16x8_t vinput_mask${N} = vorrq_u16(vinfinity_mask${N}, vzero_mask${N}); $for N in range(SIMD_TILE): vsqrtx${N} = vfmaq_f16(vsqrtx${N}, vhalfrsqrtx${N}, vadjustment${N}); vspecial_value${N} = vbslq_u16(vinput_mask${N}, vreinterpretq_u16_f16(vi${N}), vspecial_value${N}); $for N in range(SIMD_TILE): float16x8_t vy${N} = vreinterpretq_f16_s16(vaddq_s16(vreinterpretq_s16_f16(vsqrtx${N}), vpostscale${N})); $for N in range(SIMD_TILE): vy${N} = vbslq_f16(vspecial_mask${N}, vreinterpretq_f16_u16(vspecial_value${N}), vy${N}); $for N in range(SIMD_TILE): vst1q_u16(o, vreinterpretq_u16_f16(vy${ABC[N]})); o += 8; } for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { const float16x8_t vi = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float16x8_t vx = vbslq_f16(vexp4_mask, vhalf, vi); const int16x8_t vexp4i = vreinterpretq_s16_u16(vandq_u16(vreinterpretq_u16_f16(vi), vexp4_mask)); const float16x8_t vrsqrtx = vrsqrteq_f16(vx); const int16x8_t vpostscale = vhsubq_s16(vexp4i, vreinterpretq_s16_f16(vhalf)); float16x8_t vsqrtx = vmulq_f16(vrsqrtx, vx); const float16x8_t vhalfrsqrtx = vmulq_f16(vrsqrtx, vhalf); uint16x8_t vspecial_mask = vcgeq_u16(vreinterpretq_u16_f16(vi), vpositive_infinity); const float16x8_t vresidual = vfmsq_f16(vhalf, vsqrtx, vhalfrsqrtx); const uint16x8_t vzero_mask = vceqq_f16(vi, vreinterpretq_f16_u16(vmovq_n_u16(0))); uint16x8_t vspecial_value = vmovq_n_u16(UINT16_C(0x7E00)); vsqrtx = vfmaq_f16(vsqrtx, vresidual, vsqrtx); vspecial_mask = vorrq_u16(vspecial_mask, vzero_mask); const uint16x8_t vinfinity_mask = vceqq_u16(vreinterpretq_u16_f16(vi), vpositive_infinity); const float16x8_t vadjustment = vfmsq_f16(vx, vsqrtx, vsqrtx); const uint16x8_t vinput_mask = vorrq_u16(vinfinity_mask, vzero_mask); vsqrtx = vfmaq_f16(vsqrtx, vhalfrsqrtx, vadjustment); vspecial_value = vbslq_u16(vinput_mask, vreinterpretq_u16_f16(vi), vspecial_value); float16x8_t vy = vreinterpretq_f16_s16(vaddq_s16(vreinterpretq_s16_f16(vsqrtx), vpostscale)); vy = vbslq_f16(vspecial_mask, vreinterpretq_f16_u16(vspecial_value), vy); vst1q_u16(o, vreinterpretq_u16_f16(vy)); o += 8; } if XNN_UNLIKELY(batch != 0) { const float16x8_t vi = vreinterpretq_f16_u16(vld1q_u16(i)); const float16x8_t vx = vbslq_f16(vexp4_mask, vhalf, vi); const int16x8_t vexp4i = vreinterpretq_s16_u16(vandq_u16(vreinterpretq_u16_f16(vi), vexp4_mask)); const float16x8_t vrsqrtx = vrsqrteq_f16(vx); const int16x8_t vpostscale = vhsubq_s16(vexp4i, vreinterpretq_s16_f16(vhalf)); float16x8_t vsqrtx = vmulq_f16(vrsqrtx, vx); const float16x8_t vhalfrsqrtx = vmulq_f16(vrsqrtx, vhalf); uint16x8_t vspecial_mask = vcgeq_u16(vreinterpretq_u16_f16(vi), vpositive_infinity); const float16x8_t vresidual = vfmsq_f16(vhalf, vsqrtx, vhalfrsqrtx); const uint16x8_t vzero_mask = vceqq_f16(vi, vreinterpretq_f16_u16(vmovq_n_u16(0))); uint16x8_t vspecial_value = vmovq_n_u16(UINT16_C(0x7E00)); vsqrtx = vfmaq_f16(vsqrtx, vresidual, vsqrtx); vspecial_mask = vorrq_u16(vspecial_mask, vzero_mask); const uint16x8_t vinfinity_mask = vceqq_u16(vreinterpretq_u16_f16(vi), vpositive_infinity); const float16x8_t vadjustment = vfmsq_f16(vx, vsqrtx, vsqrtx); const uint16x8_t vinput_mask = vorrq_u16(vinfinity_mask, vzero_mask); vsqrtx = vfmaq_f16(vsqrtx, vhalfrsqrtx, vadjustment); vspecial_value = vbslq_u16(vinput_mask, vreinterpretq_u16_f16(vi), vspecial_value); float16x8_t vy = vreinterpretq_f16_s16(vaddq_s16(vreinterpretq_s16_f16(vsqrtx), vpostscale)); vy = vbslq_f16(vspecial_mask, vreinterpretq_f16_u16(vspecial_value), vy); float16x4_t vy_lo = vget_low_f16(vy); if (batch & (4 * sizeof(uint16_t))) { vst1_u16(o, vreinterpret_u16_f16(vy_lo)); o += 4; vy_lo = vget_high_f16(vy); } if (batch & (2 * sizeof(uint16_t))) { vst1_lane_u32((void*) o, vreinterpret_u32_f16(vy_lo), 0); o += 2; vy_lo = vext_f16(vy_lo, vy_lo, 2); } if (batch & (1 * sizeof(uint16_t))) { vst1_lane_u16(o, vreinterpret_u16_f16(vy_lo), 0); } } }