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#include <assert.h> |
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#include <arm_neon.h> |
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#include <xnnpack/math.h> |
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#include <xnnpack/prelu.h> |
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void xnn_f16_prelu_ukernel__neonfp16arith_2x16( |
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size_t rows, |
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size_t channels, |
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const void* restrict input, |
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size_t input_stride, |
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const void* restrict weights, |
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void* restrict output, |
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size_t output_stride) XNN_OOB_READS |
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{ |
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assert(rows != 0); |
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assert(channels != 0); |
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assert(channels % sizeof(uint16_t) == 0); |
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const uint16_t* i0 = (const uint16_t*) input; |
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uint16_t* o0 = (uint16_t*) output; |
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const uint16_t* i1 = (const uint16_t*) ((uintptr_t) i0 + input_stride); |
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uint16_t* o1 = (uint16_t*) ((uintptr_t) o0 + output_stride); |
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const size_t input_increment = input_stride * 2 - channels; |
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const size_t output_increment = output_stride * 2 - channels; |
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do { |
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if XNN_UNPREDICTABLE(rows < 2) { |
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i1 = i0; |
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o1 = o0; |
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} |
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const uint16_t* w = (const uint16_t*) weights; |
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size_t c = channels; |
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for (; c >= 16 * sizeof(uint16_t); c -= 16 * sizeof(uint16_t)) { |
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const float16x8_t vw01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vw89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vi0x001234567 = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vi0x089ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; |
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const float16x8_t vi1x001234567 = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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const float16x8_t vi1x089ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; |
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float16x8_t vacc0x001234567 = vmulq_f16(vi0x001234567, vw01234567); |
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const uint16x8_t vm0x001234567 = vcltq_s16(vreinterpretq_s16_f16(vi0x001234567), vmovq_n_s16(0)); |
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float16x8_t vacc0x089ABCDEF = vmulq_f16(vi0x089ABCDEF, vw89ABCDEF); |
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const uint16x8_t vm0x089ABCDEF = vcltq_s16(vreinterpretq_s16_f16(vi0x089ABCDEF), vmovq_n_s16(0)); |
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float16x8_t vacc1x001234567 = vmulq_f16(vi1x001234567, vw01234567); |
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const uint16x8_t vm1x001234567 = vcltq_s16(vreinterpretq_s16_f16(vi1x001234567), vmovq_n_s16(0)); |
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float16x8_t vacc1x089ABCDEF = vmulq_f16(vi1x089ABCDEF, vw89ABCDEF); |
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const uint16x8_t vm1x089ABCDEF = vcltq_s16(vreinterpretq_s16_f16(vi1x089ABCDEF), vmovq_n_s16(0)); |
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vacc0x001234567 = vbslq_f16(vm0x001234567, vacc0x001234567, vi0x001234567); |
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vacc0x089ABCDEF = vbslq_f16(vm0x089ABCDEF, vacc0x089ABCDEF, vi0x089ABCDEF); |
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vacc1x001234567 = vbslq_f16(vm1x001234567, vacc1x001234567, vi1x001234567); |
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vacc1x089ABCDEF = vbslq_f16(vm1x089ABCDEF, vacc1x089ABCDEF, vi1x089ABCDEF); |
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vst1q_u16(o0, vreinterpretq_u16_f16(vacc0x001234567)); o0 += 8; |
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vst1q_u16(o0, vreinterpretq_u16_f16(vacc0x089ABCDEF)); o0 += 8; |
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vst1q_u16(o1, vreinterpretq_u16_f16(vacc1x001234567)); o1 += 8; |
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vst1q_u16(o1, vreinterpretq_u16_f16(vacc1x089ABCDEF)); o1 += 8; |
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} |
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for (; c >= 8 * sizeof(uint16_t); c -= 8 * sizeof(uint16_t)) { |
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const float16x8_t vw01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w += 8; |
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const float16x8_t vi0x01234567 = vreinterpretq_f16_u16(vld1q_u16(i0)); |
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i0 += 8; |
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const float16x8_t vi1x01234567 = vreinterpretq_f16_u16(vld1q_u16(i1)); |
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i1 += 8; |
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float16x8_t vacc0x01234567 = vmulq_f16(vi0x01234567, vw01234567); |
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const uint16x8_t vm0x01234567 = vcltq_s16(vreinterpretq_s16_f16(vi0x01234567), vmovq_n_s16(0)); |
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float16x8_t vacc1x01234567 = vmulq_f16(vi1x01234567, vw01234567); |
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const uint16x8_t vm1x01234567 = vcltq_s16(vreinterpretq_s16_f16(vi1x01234567), vmovq_n_s16(0)); |
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vacc0x01234567 = vbslq_f16(vm0x01234567, vacc0x01234567, vi0x01234567); |
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vacc1x01234567 = vbslq_f16(vm1x01234567, vacc1x01234567, vi1x01234567); |
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vst1q_u16(o0, vreinterpretq_u16_f16(vacc0x01234567)); o0 += 8; |
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vst1q_u16(o1, vreinterpretq_u16_f16(vacc1x01234567)); o1 += 8; |
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} |
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if XNN_UNLIKELY(c != 0) { |
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const float16x8_t vw01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); |
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const float16x8_t vi0x01234567 = vreinterpretq_f16_u16(vld1q_u16(i0)); |
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i0 = (const uint16_t*) ((uintptr_t) i0 + c); |
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const float16x8_t vi1x01234567 = vreinterpretq_f16_u16(vld1q_u16(i1)); |
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i1 = (const uint16_t*) ((uintptr_t) i1 + c); |
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float16x8_t vacc0x01234567 = vmulq_f16(vi0x01234567, vw01234567); |
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const uint16x8_t vm0x01234567 = vcltq_s16(vreinterpretq_s16_f16(vi0x01234567), vmovq_n_s16(0)); |
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float16x8_t vacc1x01234567 = vmulq_f16(vi1x01234567, vw01234567); |
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const uint16x8_t vm1x01234567 = vcltq_s16(vreinterpretq_s16_f16(vi1x01234567), vmovq_n_s16(0)); |
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vacc0x01234567 = vbslq_f16(vm0x01234567, vacc0x01234567, vi0x01234567); |
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vacc1x01234567 = vbslq_f16(vm1x01234567, vacc1x01234567, vi1x01234567); |
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float16x4_t vacc0x0123 = vget_low_f16(vacc0x01234567); |
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float16x4_t vacc1x0123 = vget_low_f16(vacc1x01234567); |
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if (c & (4 * sizeof(uint16_t))) { |
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vst1_u16(o0, vreinterpret_u16_f16(vacc0x0123)); o0 += 4; |
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vst1_u16(o1, vreinterpret_u16_f16(vacc1x0123)); o1 += 4; |
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vacc0x0123 = vget_high_f16(vacc0x01234567); |
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vacc1x0123 = vget_high_f16(vacc1x01234567); |
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} |
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if (c & (2 * sizeof(uint16_t))) { |
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vst1_lane_u32((void*) o0, vreinterpret_u32_f16(vacc0x0123), 0); o0 += 2; |
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vacc0x0123 = vext_f16(vacc0x0123, vacc0x0123, 2); |
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vst1_lane_u32((void*) o1, vreinterpret_u32_f16(vacc1x0123), 0); o1 += 2; |
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vacc1x0123 = vext_f16(vacc1x0123, vacc1x0123, 2); |
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} |
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if (c & (1 * sizeof(uint16_t))) { |
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vst1_lane_u16(o0, vreinterpret_u16_f16(vacc0x0123), 0); o0 += 1; |
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vst1_lane_u16(o1, vreinterpret_u16_f16(vacc1x0123), 0); o1 += 1; |
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} |
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} |
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i0 = (const uint16_t*) ((uintptr_t) i0 + input_increment); |
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o0 = (uint16_t*) ((uintptr_t) o0 + output_increment); |
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i1 = (const uint16_t*) ((uintptr_t) i1 + input_increment); |
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o1 = (uint16_t*) ((uintptr_t) o1 + output_increment); |
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rows = doz(rows, 2); |
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} while (rows != 0); |
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} |
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