// 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 CHANNEL_TILE % 8 == 0 $assert CHANNEL_TILE >= 8 $assert PIXEL_TILE == 1 $ABC = "456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f16_ibilinear_ukernel__neonfp16arith_c${CHANNEL_TILE}${"" if PIXEL_TILE == 1 else "x%d" % PIXEL_TILE}( size_t output_pixels, size_t channels, const void** restrict input, size_t input_offset, const void* restrict weights, void* restrict output, size_t output_increment) XNN_OOB_READS { assert(output_pixels != 0); assert(channels != 0); assert(channels % sizeof(uint16_t) == 0); uint16_t* o = (uint16_t*) output; do { const uint16_t* i0 = (const uint16_t*) ((uintptr_t) input[0] + input_offset); const uint16_t* i1 = (const uint16_t*) ((uintptr_t) input[1] + input_offset); const uint16_t* i2 = (const uint16_t*) ((uintptr_t) input[2] + input_offset); const uint16_t* i3 = (const uint16_t*) ((uintptr_t) input[3] + input_offset); input += 4; const float16x8_t valphah = vreinterpretq_f16_u16(vld1q_dup_u16(weights)); weights = (const uint16_t*) weights + 1; const float16x8_t valphav = vreinterpretq_f16_u16(vld1q_dup_u16(weights)); weights = (const uint16_t*) weights + 1; size_t c = channels; $if CHANNEL_TILE > 8: for (; c >= ${CHANNEL_TILE} * sizeof(uint16_t); c -= ${CHANNEL_TILE} * sizeof(uint16_t)) { $for C in range(0, CHANNEL_TILE, 8): const float16x8_t vtl${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; const float16x8_t vtr${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; const float16x8_t vbl${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; const float16x8_t vbr${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; $for C in range(0, CHANNEL_TILE, 8): const float16x8_t vtd${ABC[C:C+8]} = vsubq_f16(vtr${ABC[C:C+8]}, vtl${ABC[C:C+8]}); const float16x8_t vbd${ABC[C:C+8]} = vsubq_f16(vbr${ABC[C:C+8]}, vbl${ABC[C:C+8]}); $for C in range(0, CHANNEL_TILE, 8): const float16x8_t vt${ABC[C:C+8]} = vfmaq_f16(vtl${ABC[C:C+8]}, vtd${ABC[C:C+8]}, valphah); const float16x8_t vb${ABC[C:C+8]} = vfmaq_f16(vbl${ABC[C:C+8]}, vbd${ABC[C:C+8]}, valphah); $for C in range(0, CHANNEL_TILE, 8): const float16x8_t vd${ABC[C:C+8]} = vsubq_f16(vb${ABC[C:C+8]}, vt${ABC[C:C+8]}); $for C in range(0, CHANNEL_TILE, 8): const float16x8_t vo${ABC[C:C+8]} = vfmaq_f16(vt${ABC[C:C+8]}, vd${ABC[C:C+8]}, valphav); $for C in range(0, CHANNEL_TILE, 8): vst1q_u16(o, vreinterpretq_u16_f16(vo${ABC[C:C+8]})); o += 8; } for (; c >= 8 * sizeof(uint16_t); c -= 8 * sizeof(uint16_t)) { const float16x8_t vtl = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; const float16x8_t vtr = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; const float16x8_t vbl = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; const float16x8_t vbr = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; const float16x8_t vtd = vsubq_f16(vtr, vtl); const float16x8_t vbd = vsubq_f16(vbr, vbl); const float16x8_t vt = vfmaq_f16(vtl, vtd, valphah); const float16x8_t vb = vfmaq_f16(vbl, vbd, valphah); const float16x8_t vd = vsubq_f16(vb, vt); const float16x8_t vo = vfmaq_f16(vt, vd, valphav); vst1q_u16(o, vreinterpretq_u16_f16(vo)); o += 8; } if XNN_UNLIKELY(c != 0) { const float16x8_t vtl = vreinterpretq_f16_u16(vld1q_u16(i0)); const float16x8_t vtr = vreinterpretq_f16_u16(vld1q_u16(i1)); const float16x8_t vbl = vreinterpretq_f16_u16(vld1q_u16(i2)); const float16x8_t vbr = vreinterpretq_f16_u16(vld1q_u16(i3)); const float16x8_t vtd = vsubq_f16(vtr, vtl); const float16x8_t vbd = vsubq_f16(vbr, vbl); const float16x8_t vt = vfmaq_f16(vtl, vtd, valphah); const float16x8_t vb = vfmaq_f16(vbl, vbd, valphah); const float16x8_t vd = vsubq_f16(vb, vt); float16x8_t vo = vfmaq_f16(vt, vd, valphav); float16x4_t vo_lo = vget_low_f16(vo); if (c & (4 * sizeof(uint16_t))) { vst1_u16(o, vreinterpret_u16_f16(vo_lo)); o += 4; vo_lo = vget_high_f16(vo); } if (c & (2 * sizeof(uint16_t))) { vst1_lane_u32((void*) o, vreinterpret_u32_f16(vo_lo), 0); o += 2; vo_lo = vext_f16(vo_lo, vo_lo, 2); } if (c & (1 * sizeof(uint16_t))) { vst1_lane_u16(o, vreinterpret_u16_f16(vo_lo), 0); o += 1; } } o = (uint16_t*) ((uintptr_t) o + output_increment); } while (--output_pixels != 0); }