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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_f32_dwconv_minmax_ukernel_25p4c__neonfma_acc2( |
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size_t channels, |
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size_t output_width, |
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const float** input, |
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const float* weights, |
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float* output, |
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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 float* zero, |
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const union xnn_f32_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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const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max); |
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const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min); |
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do { |
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const float* i0 = input[0]; |
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assert(i0 != NULL); |
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if XNN_UNPREDICTABLE(i0 != zero) { |
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i0 = (const float*) ((uintptr_t) i0 + input_offset); |
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} |
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const float* i1 = input[1]; |
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assert(i1 != NULL); |
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if XNN_UNPREDICTABLE(i1 != zero) { |
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i1 = (const float*) ((uintptr_t) i1 + input_offset); |
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} |
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const float* i2 = input[2]; |
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assert(i2 != NULL); |
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if XNN_UNPREDICTABLE(i2 != zero) { |
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i2 = (const float*) ((uintptr_t) i2 + input_offset); |
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} |
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const float* i3 = input[3]; |
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assert(i3 != NULL); |
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if XNN_UNPREDICTABLE(i3 != zero) { |
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i3 = (const float*) ((uintptr_t) i3 + input_offset); |
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} |
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const float* i4 = input[4]; |
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assert(i4 != NULL); |
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if XNN_UNPREDICTABLE(i4 != zero) { |
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i4 = (const float*) ((uintptr_t) i4 + input_offset); |
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} |
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const float* i5 = input[5]; |
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assert(i5 != NULL); |
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if XNN_UNPREDICTABLE(i5 != zero) { |
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i5 = (const float*) ((uintptr_t) i5 + input_offset); |
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} |
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const float* i6 = input[6]; |
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assert(i6 != NULL); |
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if XNN_UNPREDICTABLE(i6 != zero) { |
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i6 = (const float*) ((uintptr_t) i6 + input_offset); |
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} |
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const float* i7 = input[7]; |
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assert(i7 != NULL); |
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if XNN_UNPREDICTABLE(i7 != zero) { |
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i7 = (const float*) ((uintptr_t) i7 + input_offset); |
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} |
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const float* i8 = input[8]; |
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assert(i8 != NULL); |
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if XNN_UNPREDICTABLE(i8 != zero) { |
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i8 = (const float*) ((uintptr_t) i8 + input_offset); |
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} |
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const float* i9 = input[9]; |
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assert(i9 != NULL); |
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if XNN_UNPREDICTABLE(i9 != zero) { |
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i9 = (const float*) ((uintptr_t) i9 + input_offset); |
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} |
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const float* i10 = input[10]; |
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assert(i10 != NULL); |
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if XNN_UNPREDICTABLE(i10 != zero) { |
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i10 = (const float*) ((uintptr_t) i10 + input_offset); |
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} |
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const float* i11 = input[11]; |
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assert(i11 != NULL); |
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if XNN_UNPREDICTABLE(i11 != zero) { |
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i11 = (const float*) ((uintptr_t) i11 + input_offset); |
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} |
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const float* i12 = input[12]; |
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assert(i12 != NULL); |
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if XNN_UNPREDICTABLE(i12 != zero) { |
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i12 = (const float*) ((uintptr_t) i12 + input_offset); |
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} |
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const float* i13 = input[13]; |
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assert(i13 != NULL); |
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if XNN_UNPREDICTABLE(i13 != zero) { |
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i13 = (const float*) ((uintptr_t) i13 + input_offset); |
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} |
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const float* i14 = input[14]; |
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assert(i14 != NULL); |
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if XNN_UNPREDICTABLE(i14 != zero) { |
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i14 = (const float*) ((uintptr_t) i14 + input_offset); |
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} |
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const float* i15 = input[15]; |
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assert(i15 != NULL); |
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if XNN_UNPREDICTABLE(i15 != zero) { |
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i15 = (const float*) ((uintptr_t) i15 + input_offset); |
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} |
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const float* i16 = input[16]; |
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assert(i16 != NULL); |
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if XNN_UNPREDICTABLE(i16 != zero) { |
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i16 = (const float*) ((uintptr_t) i16 + input_offset); |
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} |
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const float* i17 = input[17]; |
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assert(i17 != NULL); |
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if XNN_UNPREDICTABLE(i17 != zero) { |
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i17 = (const float*) ((uintptr_t) i17 + input_offset); |
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} |
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const float* i18 = input[18]; |
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assert(i18 != NULL); |
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if XNN_UNPREDICTABLE(i18 != zero) { |
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i18 = (const float*) ((uintptr_t) i18 + input_offset); |
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} |
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const float* i19 = input[19]; |
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assert(i19 != NULL); |
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if XNN_UNPREDICTABLE(i19 != zero) { |
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i19 = (const float*) ((uintptr_t) i19 + input_offset); |
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} |
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const float* i20 = input[20]; |
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assert(i20 != NULL); |
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if XNN_UNPREDICTABLE(i20 != zero) { |
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i20 = (const float*) ((uintptr_t) i20 + input_offset); |
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} |
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const float* i21 = input[21]; |
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assert(i21 != NULL); |
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if XNN_UNPREDICTABLE(i21 != zero) { |
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i21 = (const float*) ((uintptr_t) i21 + input_offset); |
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} |
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const float* i22 = input[22]; |
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assert(i22 != NULL); |
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if XNN_UNPREDICTABLE(i22 != zero) { |
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i22 = (const float*) ((uintptr_t) i22 + input_offset); |
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} |
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const float* i23 = input[23]; |
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assert(i23 != NULL); |
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if XNN_UNPREDICTABLE(i23 != zero) { |
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i23 = (const float*) ((uintptr_t) i23 + input_offset); |
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} |
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const float* i24 = input[24]; |
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assert(i24 != NULL); |
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if XNN_UNPREDICTABLE(i24 != zero) { |
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i24 = (const float*) ((uintptr_t) i24 + input_offset); |
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} |
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input = (const float**) ((uintptr_t) input + input_stride); |
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size_t c = channels; |
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const float* w = weights; |
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for (; c >= 4; c -= 4) { |
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float32x4_t vacc0123p0 = vld1q_f32(w); w += 4; |
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const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4; |
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const float32x4_t vk0x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); |
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const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4; |
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const float32x4_t vk1x0123 = vld1q_f32(w); w += 4; |
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float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123); |
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const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; |
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const float32x4_t vk2x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); |
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const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; |
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const float32x4_t vk3x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123); |
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const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4; |
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const float32x4_t vk4x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); |
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const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4; |
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const float32x4_t vk5x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123); |
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const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4; |
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const float32x4_t vk6x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); |
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const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4; |
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const float32x4_t vk7x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123); |
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const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4; |
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const float32x4_t vk8x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); |
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const float32x4_t vi9x0123 = vld1q_f32(i9); i9 += 4; |
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const float32x4_t vk9x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123); |
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const float32x4_t vi10x0123 = vld1q_f32(i10); i10 += 4; |
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const float32x4_t vk10x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123); |
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const float32x4_t vi11x0123 = vld1q_f32(i11); i11 += 4; |
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const float32x4_t vk11x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123); |
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const float32x4_t vi12x0123 = vld1q_f32(i12); i12 += 4; |
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const float32x4_t vk12x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123); |
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const float32x4_t vi13x0123 = vld1q_f32(i13); i13 += 4; |
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const float32x4_t vk13x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123); |
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const float32x4_t vi14x0123 = vld1q_f32(i14); i14 += 4; |
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const float32x4_t vk14x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123); |
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const float32x4_t vi15x0123 = vld1q_f32(i15); i15 += 4; |
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const float32x4_t vk15x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123); |
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const float32x4_t vi16x0123 = vld1q_f32(i16); i16 += 4; |
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const float32x4_t vk16x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123); |
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const float32x4_t vi17x0123 = vld1q_f32(i17); i17 += 4; |
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const float32x4_t vk17x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123); |
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const float32x4_t vi18x0123 = vld1q_f32(i18); i18 += 4; |
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const float32x4_t vk18x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123); |
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const float32x4_t vi19x0123 = vld1q_f32(i19); i19 += 4; |
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const float32x4_t vk19x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123); |
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const float32x4_t vi20x0123 = vld1q_f32(i20); i20 += 4; |
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const float32x4_t vk20x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123); |
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const float32x4_t vi21x0123 = vld1q_f32(i21); i21 += 4; |
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const float32x4_t vk21x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123); |
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const float32x4_t vi22x0123 = vld1q_f32(i22); i22 += 4; |
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const float32x4_t vk22x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123); |
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const float32x4_t vi23x0123 = vld1q_f32(i23); i23 += 4; |
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const float32x4_t vk23x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123); |
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const float32x4_t vi24x0123 = vld1q_f32(i24); i24 += 4; |
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const float32x4_t vk24x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123); |
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vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1); |
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float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); |
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vacc0123 = vminq_f32(vacc0123, vmax); |
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vst1q_f32(output, vacc0123); output += 4; |
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} |
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if XNN_UNLIKELY(c != 0) { |
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float32x4_t vacc0123p0 = vld1q_f32(w); w += 4; |
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const float32x4_t vi0x0123 = vld1q_f32(i0); |
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const float32x4_t vk0x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); |
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const float32x4_t vi1x0123 = vld1q_f32(i1); |
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const float32x4_t vk1x0123 = vld1q_f32(w); w += 4; |
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float32x4_t vacc0123p1 = vmulq_f32(vi1x0123, vk1x0123); |
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const float32x4_t vi2x0123 = vld1q_f32(i2); |
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const float32x4_t vk2x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); |
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const float32x4_t vi3x0123 = vld1q_f32(i3); |
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const float32x4_t vk3x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi3x0123, vk3x0123); |
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const float32x4_t vi4x0123 = vld1q_f32(i4); |
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const float32x4_t vk4x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); |
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const float32x4_t vi5x0123 = vld1q_f32(i5); |
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const float32x4_t vk5x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi5x0123, vk5x0123); |
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const float32x4_t vi6x0123 = vld1q_f32(i6); |
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const float32x4_t vk6x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); |
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const float32x4_t vi7x0123 = vld1q_f32(i7); |
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const float32x4_t vk7x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi7x0123, vk7x0123); |
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const float32x4_t vi8x0123 = vld1q_f32(i8); |
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const float32x4_t vk8x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); |
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const float32x4_t vi9x0123 = vld1q_f32(i9); |
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const float32x4_t vk9x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi9x0123, vk9x0123); |
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const float32x4_t vi10x0123 = vld1q_f32(i10); |
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const float32x4_t vk10x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi10x0123, vk10x0123); |
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const float32x4_t vi11x0123 = vld1q_f32(i11); |
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const float32x4_t vk11x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi11x0123, vk11x0123); |
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const float32x4_t vi12x0123 = vld1q_f32(i12); |
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const float32x4_t vk12x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi12x0123, vk12x0123); |
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const float32x4_t vi13x0123 = vld1q_f32(i13); |
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const float32x4_t vk13x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi13x0123, vk13x0123); |
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const float32x4_t vi14x0123 = vld1q_f32(i14); |
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const float32x4_t vk14x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi14x0123, vk14x0123); |
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const float32x4_t vi15x0123 = vld1q_f32(i15); |
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const float32x4_t vk15x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi15x0123, vk15x0123); |
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const float32x4_t vi16x0123 = vld1q_f32(i16); |
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const float32x4_t vk16x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi16x0123, vk16x0123); |
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const float32x4_t vi17x0123 = vld1q_f32(i17); |
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const float32x4_t vk17x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi17x0123, vk17x0123); |
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const float32x4_t vi18x0123 = vld1q_f32(i18); |
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const float32x4_t vk18x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi18x0123, vk18x0123); |
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const float32x4_t vi19x0123 = vld1q_f32(i19); |
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const float32x4_t vk19x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi19x0123, vk19x0123); |
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const float32x4_t vi20x0123 = vld1q_f32(i20); |
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const float32x4_t vk20x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi20x0123, vk20x0123); |
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const float32x4_t vi21x0123 = vld1q_f32(i21); |
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const float32x4_t vk21x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi21x0123, vk21x0123); |
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const float32x4_t vi22x0123 = vld1q_f32(i22); |
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const float32x4_t vk22x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi22x0123, vk22x0123); |
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const float32x4_t vi23x0123 = vld1q_f32(i23); |
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const float32x4_t vk23x0123 = vld1q_f32(w); w += 4; |
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vacc0123p1 = vfmaq_f32(vacc0123p1, vi23x0123, vk23x0123); |
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const float32x4_t vi24x0123 = vld1q_f32(i24); |
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const float32x4_t vk24x0123 = vld1q_f32(w); w += 4; |
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vacc0123p0 = vfmaq_f32(vacc0123p0, vi24x0123, vk24x0123); |
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vacc0123p0 = vaddq_f32(vacc0123p0, vacc0123p1); |
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float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); |
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vacc0123 = vminq_f32(vacc0123, vmax); |
|
|
|
float32x2_t vacc01 = vget_low_f32(vacc0123); |
|
if (c & 2) { |
|
vst1_f32(output, vacc01); output += 2; |
|
vacc01 = vget_high_f32(vacc0123); |
|
} |
|
if (c & 1) { |
|
vst1_lane_f32(output, vacc01, 0); output += 1; |
|
} |
|
} |
|
|
|
output = (float*) ((uintptr_t) output + output_increment); |
|
} while (--output_width != 0); |
|
} |
|
|