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#include <assert.h> |
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#include <arm_neon.h> |
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#include <xnnpack/dwconv.h> |
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void xnn_f16_dwconv_minmax_ukernel_3p32c__neonfp16arith_acc2( |
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size_t channels, |
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size_t output_width, |
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const void** input, |
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const void* weights, |
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void* output_ptr, |
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intptr_t input_stride, |
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size_t output_increment, |
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size_t input_offset, |
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const void* zero, |
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const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS |
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{ |
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assert(channels != 0); |
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assert(output_width != 0); |
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uint16_t* output = (uint16_t*) output_ptr; |
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const float16x8_t vmin = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.min)); |
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const float16x8_t vmax = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.max)); |
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do { |
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const uint16_t* i0 = (const uint16_t*) input[0]; |
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assert(i0 != NULL); |
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if XNN_UNPREDICTABLE(i0 != (const uint16_t*) zero) { |
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i0 = (const uint16_t*) ((uintptr_t) i0 + input_offset); |
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} |
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const uint16_t* i1 = (const uint16_t*) input[1]; |
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assert(i1 != NULL); |
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if XNN_UNPREDICTABLE(i1 != (const uint16_t*) zero) { |
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i1 = (const uint16_t*) ((uintptr_t) i1 + input_offset); |
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} |
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const uint16_t* i2 = (const uint16_t*) input[2]; |
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assert(i2 != NULL); |
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if XNN_UNPREDICTABLE(i2 != (const uint16_t*) zero) { |
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i2 = (const uint16_t*) ((uintptr_t) i2 + input_offset); |
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} |
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input = (const void**) ((uintptr_t) input + input_stride); |
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size_t c = channels; |
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const uint16_t* w = (const uint16_t*) weights; |
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for (; c >= 32; c -= 32) { |
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float16x8_t vacc01234567p0 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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float16x8_t vacc89ABCDEFp0 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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float16x8_t vaccGHIJKLMNp0 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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float16x8_t vaccOPQRSTUVp0 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vi0x01234567 = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vi0x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vi0xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vi0xOPQRSTUV = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vk0x01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk0x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk0xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk0xOPQRSTUV = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi0x01234567, vk0x01234567); |
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vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi0x89ABCDEF, vk0x89ABCDEF); |
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vaccGHIJKLMNp0 = vfmaq_f16(vaccGHIJKLMNp0, vi0xGHIJKLMN, vk0xGHIJKLMN); |
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vaccOPQRSTUVp0 = vfmaq_f16(vaccOPQRSTUVp0, vi0xOPQRSTUV, vk0xOPQRSTUV); |
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const float16x8_t vi1x01234567 = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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const float16x8_t vi1x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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const float16x8_t vi1xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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const float16x8_t vi1xOPQRSTUV = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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const float16x8_t vk1x01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk1x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk1xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk1xOPQRSTUV = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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float16x8_t vacc01234567p1 = vmulq_f16(vi1x01234567, vk1x01234567); |
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float16x8_t vacc89ABCDEFp1 = vmulq_f16(vi1x89ABCDEF, vk1x89ABCDEF); |
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float16x8_t vaccGHIJKLMNp1 = vmulq_f16(vi1xGHIJKLMN, vk1xGHIJKLMN); |
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float16x8_t vaccOPQRSTUVp1 = vmulq_f16(vi1xOPQRSTUV, vk1xOPQRSTUV); |
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const float16x8_t vi2x01234567 = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; |
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const float16x8_t vi2x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; |
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const float16x8_t vi2xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; |
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const float16x8_t vi2xOPQRSTUV = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; |
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const float16x8_t vk2x01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk2x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk2xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vk2xOPQRSTUV = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi2x01234567, vk2x01234567); |
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vacc89ABCDEFp0 = vfmaq_f16(vacc89ABCDEFp0, vi2x89ABCDEF, vk2x89ABCDEF); |
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vaccGHIJKLMNp0 = vfmaq_f16(vaccGHIJKLMNp0, vi2xGHIJKLMN, vk2xGHIJKLMN); |
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vaccOPQRSTUVp0 = vfmaq_f16(vaccOPQRSTUVp0, vi2xOPQRSTUV, vk2xOPQRSTUV); |
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vacc01234567p0 = vaddq_f16(vacc01234567p0, vacc01234567p1); |
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vacc89ABCDEFp0 = vaddq_f16(vacc89ABCDEFp0, vacc89ABCDEFp1); |
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vaccGHIJKLMNp0 = vaddq_f16(vaccGHIJKLMNp0, vaccGHIJKLMNp1); |
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vaccOPQRSTUVp0 = vaddq_f16(vaccOPQRSTUVp0, vaccOPQRSTUVp1); |
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float16x8_t vacc01234567 = vmaxq_f16(vacc01234567p0, vmin); |
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float16x8_t vacc89ABCDEF = vmaxq_f16(vacc89ABCDEFp0, vmin); |
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float16x8_t vaccGHIJKLMN = vmaxq_f16(vaccGHIJKLMNp0, vmin); |
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float16x8_t vaccOPQRSTUV = vmaxq_f16(vaccOPQRSTUVp0, vmin); |
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vacc01234567 = vminq_f16(vacc01234567, vmax); |
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vacc89ABCDEF = vminq_f16(vacc89ABCDEF, vmax); |
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vaccGHIJKLMN = vminq_f16(vaccGHIJKLMN, vmax); |
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vaccOPQRSTUV = vminq_f16(vaccOPQRSTUV, vmax); |
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vst1q_u16(output, vreinterpretq_u16_f16(vacc01234567)); output += 8; |
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vst1q_u16(output, vreinterpretq_u16_f16(vacc89ABCDEF)); output += 8; |
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vst1q_u16(output, vreinterpretq_u16_f16(vaccGHIJKLMN)); output += 8; |
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vst1q_u16(output, vreinterpretq_u16_f16(vaccOPQRSTUV)); output += 8; |
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} |
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for (; c >= 8; c -= 8) { |
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float16x8_t vacc01234567p0 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vi0x01234567 = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vk0x01234567 = vreinterpretq_f16_u16(vld1q_u16(w + 24)); |
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vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi0x01234567, vk0x01234567); |
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const float16x8_t vi1x01234567 = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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const float16x8_t vk1x01234567 = vreinterpretq_f16_u16(vld1q_u16(w + 56)); |
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float16x8_t vacc01234567p1 = vmulq_f16(vi1x01234567, vk1x01234567); |
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const float16x8_t vi2x01234567 = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; |
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const float16x8_t vk2x01234567 = vreinterpretq_f16_u16(vld1q_u16(w + 88)); |
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vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi2x01234567, vk2x01234567); |
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vacc01234567p0 = vaddq_f16(vacc01234567p0, vacc01234567p1); |
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float16x8_t vacc01234567 = vmaxq_f16(vacc01234567p0, vmin); |
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vacc01234567 = vminq_f16(vacc01234567, vmax); |
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vst1q_u16(output, vreinterpretq_u16_f16(vacc01234567)); output += 8; |
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} |
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if XNN_UNLIKELY(c != 0) { |
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float16x8_t vacc01234567p0 = vreinterpretq_f16_u16(vld1q_u16(w)); |
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const float16x8_t vi0x01234567 = vreinterpretq_f16_u16(vld1q_u16(i0)); |
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const float16x8_t vk0x01234567 = vreinterpretq_f16_u16(vld1q_u16(w + 32)); |
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vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi0x01234567, vk0x01234567); |
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const float16x8_t vi1x01234567 = vreinterpretq_f16_u16(vld1q_u16(i1)); |
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const float16x8_t vk1x01234567 = vreinterpretq_f16_u16(vld1q_u16(w + 64)); |
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float16x8_t vacc01234567p1 = vmulq_f16(vi1x01234567, vk1x01234567); |
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const float16x8_t vi2x01234567 = vreinterpretq_f16_u16(vld1q_u16(i2)); |
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const float16x8_t vk2x01234567 = vreinterpretq_f16_u16(vld1q_u16(w + 96)); |
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vacc01234567p0 = vfmaq_f16(vacc01234567p0, vi2x01234567, vk2x01234567); |
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vacc01234567p0 = vaddq_f16(vacc01234567p0, vacc01234567p1); |
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float16x8_t vacc01234567 = vmaxq_f16(vacc01234567p0, vmin); |
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vacc01234567 = vminq_f16(vacc01234567, vmax); |
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float16x4_t vacc0123 = vget_low_f16(vacc01234567); |
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if (c & 4) { |
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vst1_u16(output, vreinterpret_u16_f16(vacc0123)); output += 4; |
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vacc0123 = vget_high_f16(vacc01234567); |
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} |
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if (c & 2) { |
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vst1_lane_u32((void*) output, vreinterpret_u32_f16(vacc0123), 0); output += 2; |
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vacc0123 = vext_f16(vacc0123, vacc0123, 2); |
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} |
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if (c & 1) { |
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vst1_lane_u16(output, vreinterpret_u16_f16(vacc0123), 0); output += 1; |
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} |
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} |
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output = (uint16_t*) ((uintptr_t) output + output_increment); |
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} while (--output_width != 0); |
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} |
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