// 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. #include #include #include #include #include void xnn_f16_f32_vcvt_ukernel__neonfp16_x16( 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; for (; batch >= 16 * sizeof(uint16_t); batch -= 16 * sizeof(uint16_t)) { const float16x8_t vh0 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float16x8_t vh1 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float32x4_t vf0 = vcvt_f32_f16(vget_low_f16(vh0)); const float32x4_t vf1 = vcvt_f32_f16(vget_high_f16(vh0)); const float32x4_t vf2 = vcvt_f32_f16(vget_low_f16(vh1)); const float32x4_t vf3 = vcvt_f32_f16(vget_high_f16(vh1)); vst1q_f32(output, vf0); output += 4; vst1q_f32(output, vf1); output += 4; vst1q_f32(output, vf2); output += 4; vst1q_f32(output, vf3); 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); } } } void xnn_f16_f32acc_rsum_ukernel__neonfp16_x32_acc4( size_t batch, const void* input, void* output, const union xnn_f16_f32acc_scale_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(batch != 0); assert(batch % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const uint16_t* i = (const uint16_t*) input; uint16_t* o = (uint16_t*) output; float32x4_t vacc0 = vmovq_n_f32(0.0f); float32x4_t vacc1 = vmovq_n_f32(0.0f); float32x4_t vacc2 = vmovq_n_f32(0.0f); float32x4_t vacc3 = vmovq_n_f32(0.0f); for (; batch >= 32 * sizeof(uint16_t); batch -= 32 * sizeof(uint16_t)) { const float16x8_t vh01 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float16x8_t vh23 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float16x8_t vh45 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float16x8_t vh67 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; const float32x4_t vt0 = vcvt_f32_f16(vget_low_f16(vh01)); const float32x4_t vt1 = vcvt_f32_f16(vget_high_f16(vh01)); const float32x4_t vt2 = vcvt_f32_f16(vget_low_f16(vh23)); const float32x4_t vt3 = vcvt_f32_f16(vget_high_f16(vh23)); const float32x4_t vt4 = vcvt_f32_f16(vget_low_f16(vh45)); const float32x4_t vt5 = vcvt_f32_f16(vget_high_f16(vh45)); const float32x4_t vt6 = vcvt_f32_f16(vget_low_f16(vh67)); const float32x4_t vt7 = vcvt_f32_f16(vget_high_f16(vh67)); vacc0 = vaddq_f32(vacc0, vt0); vacc1 = vaddq_f32(vacc1, vt1); vacc2 = vaddq_f32(vacc2, vt2); vacc3 = vaddq_f32(vacc3, vt3); vacc0 = vaddq_f32(vacc0, vt4); vacc1 = vaddq_f32(vacc1, vt5); vacc2 = vaddq_f32(vacc2, vt6); vacc3 = vaddq_f32(vacc3, vt7); } vacc0 = vaddq_f32(vacc0, vacc1); vacc2 = vaddq_f32(vacc2, vacc3); vacc0 = vaddq_f32(vacc0, vacc2); for (; batch >= 4 * sizeof(uint16_t); batch -= 4 * sizeof(uint16_t)) { const float16x4_t vh = vreinterpret_f16_u16(vld1_u16(i)); i += 4; const float32x4_t vt = vcvt_f32_f16(vh); vacc0 = vaddq_f32(vacc0, vt); } const float32x2_t vscale = vld1_dup_f32(¶ms->scalar.scale); float32x2_t vacc = vadd_f32(vget_low_f32(vacc0), vget_high_f32(vacc0)); if XNN_UNLIKELY(batch & (2 * sizeof(uint16_t))) { const float16x4_t vh = vreinterpret_f16_u32(vld1_dup_u32((const void*) i)); i += 2; const float32x4_t vt = vcvt_f32_f16(vh); vacc = vadd_f32(vacc, vget_low_f32(vt)); } vacc = vpadd_f32(vacc, vacc); if XNN_UNLIKELY(batch & (1 * sizeof(uint16_t))) { const float16x4_t vh = vreinterpret_f16_u16(vld1_dup_u16(i)); const float32x4_t vt = vcvt_f32_f16(vh); vacc = vadd_f32(vacc, vget_low_f32(vt)); } vacc = vmul_f32(vacc, vscale); const float16x4_t vout = vcvt_f16_f32(vcombine_f32(vacc, vacc)); vst1_lane_u16(o, vreinterpret_u16_f16(vout), 0); } void xnn_f32_f16_vcvt_ukernel__neonfp16_x16( size_t batch, const float* input, void* output, const union xnn_f32_f16_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(batch != 0); assert(batch % sizeof(float) == 0); assert(input != NULL); assert(output != NULL); uint16_t* o = (uint16_t*) output; for (; batch >= 16 * sizeof(float); batch -= 16 * sizeof(float)) { const float32x4_t vf0 = vld1q_f32(input); input += 4; const float32x4_t vf1 = vld1q_f32(input); input += 4; const float32x4_t vf2 = vld1q_f32(input); input += 4; const float32x4_t vf3 = vld1q_f32(input); input += 4; const uint16x8_t vh0 = vreinterpretq_u16_f16(vcombine_f16(vcvt_f16_f32(vf0), vcvt_f16_f32(vf1))); const uint16x8_t vh1 = vreinterpretq_u16_f16(vcombine_f16(vcvt_f16_f32(vf2), vcvt_f16_f32(vf3))); vst1q_u16(o, vh0); o += 8; vst1q_u16(o, vh1); o += 8; } for (; batch >= 4 * sizeof(float); batch -= 4 * sizeof(float)) { const float32x4_t vf = vld1q_f32(input); input += 4; const uint16x4_t vh = vreinterpret_u16_f16(vcvt_f16_f32(vf)); vst1_u16(o, vh); o += 4; } if XNN_UNLIKELY(batch != 0) { assert(batch % sizeof(float) == 0); assert(batch >= 1 * sizeof(float)); assert(batch <= 3 * sizeof(float)); const float32x4_t vf = vld1q_f32(input); uint16x4_t vh = vreinterpret_u16_f16(vcvt_f16_f32(vf)); if (batch & (2 * sizeof(float))) { vst1_lane_u32((void*) o, vreinterpret_u32_u16(vh), 0); o += 2; vh = vext_u16(vh, vh, 2); } if (batch & (1 * sizeof(float))) { vst1_lane_u16(o, vh, 0); } } }