// Copyright 2021 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 $SIMD_TILE = BATCH_TILE // 8 #include #include #include #include void xnn_f16_f32_vcvt_ukernel__neonfp16_x${BATCH_TILE}( size_t batch, const void* input, float* output, const union xnn_f16_f32_cvt_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 uint16_t* i = (const uint16_t*) input; $if BATCH_TILE > 8: for (; batch >= ${BATCH_TILE} * sizeof(uint16_t); batch -= ${BATCH_TILE} * sizeof(uint16_t)) { $for N in range(SIMD_TILE): const float16x8_t vh${N} = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; $for N in range(SIMD_TILE): const float32x4_t vf${2*N} = vcvt_f32_f16(vget_low_f16(vh${N})); const float32x4_t vf${2*N+1} = vcvt_f32_f16(vget_high_f16(vh${N})); $for N in range(2*SIMD_TILE): vst1q_f32(output, vf${N}); output += 4; } for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { const float16x8_t vh = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float32x4_t vf_lo = vcvt_f32_f16(vget_low_f16(vh)); const float32x4_t vf_hi = vcvt_f32_f16(vget_high_f16(vh)); vst1q_f32(output, vf_lo); output += 4; vst1q_f32(output, vf_hi); output += 4; } if XNN_UNLIKELY(batch != 0) { assert(batch >= 1 * sizeof(uint16_t)); assert(batch <= 7 * sizeof(uint16_t)); const float16x8_t vh = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; float32x4_t vf = vcvt_f32_f16(vget_low_f16(vh)); if (batch & (4 * sizeof(uint16_t))) { vst1q_f32(output, vf); output += 4; vf = vcvt_f32_f16(vget_high_f16(vh)); } float32x2_t vf_lo = vget_low_f32(vf); if (batch & (2 * sizeof(uint16_t))) { vst1_f32(output, vf_lo); output += 2; vf_lo = vget_high_f32(vf); } if (batch & (1 * sizeof(uint16_t))) { vst1_lane_f32(output, vf_lo, 0); } } }