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#include <assert.h> |
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#include <xmmintrin.h> |
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#include <xnnpack/dwconv.h> |
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void xnn_f32_dwconv_minmax_ukernel_25p4c__sse( |
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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 __m128 vmax = _mm_load_ps(params->sse.max); |
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const __m128 vmin = _mm_load_ps(params->sse.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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__m128 vacc0123p0 = _mm_load_ps(w); |
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const __m128 vi0x0123 = _mm_loadu_ps(i0); |
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i0 += 4; |
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const __m128 vk0x0123 = _mm_load_ps(w + 4); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi0x0123, vk0x0123)); |
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const __m128 vi1x0123 = _mm_loadu_ps(i1); |
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i1 += 4; |
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const __m128 vk1x0123 = _mm_load_ps(w + 8); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi1x0123, vk1x0123)); |
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const __m128 vi2x0123 = _mm_loadu_ps(i2); |
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i2 += 4; |
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const __m128 vk2x0123 = _mm_load_ps(w + 12); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi2x0123, vk2x0123)); |
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const __m128 vi3x0123 = _mm_loadu_ps(i3); |
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i3 += 4; |
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const __m128 vk3x0123 = _mm_load_ps(w + 16); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi3x0123, vk3x0123)); |
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const __m128 vi4x0123 = _mm_loadu_ps(i4); |
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i4 += 4; |
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const __m128 vk4x0123 = _mm_load_ps(w + 20); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi4x0123, vk4x0123)); |
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const __m128 vi5x0123 = _mm_loadu_ps(i5); |
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i5 += 4; |
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const __m128 vk5x0123 = _mm_load_ps(w + 24); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi5x0123, vk5x0123)); |
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const __m128 vi6x0123 = _mm_loadu_ps(i6); |
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i6 += 4; |
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const __m128 vk6x0123 = _mm_load_ps(w + 28); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi6x0123, vk6x0123)); |
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const __m128 vi7x0123 = _mm_loadu_ps(i7); |
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i7 += 4; |
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const __m128 vk7x0123 = _mm_load_ps(w + 32); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi7x0123, vk7x0123)); |
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const __m128 vi8x0123 = _mm_loadu_ps(i8); |
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i8 += 4; |
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const __m128 vk8x0123 = _mm_load_ps(w + 36); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi8x0123, vk8x0123)); |
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const __m128 vi9x0123 = _mm_loadu_ps(i9); |
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i9 += 4; |
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const __m128 vk9x0123 = _mm_load_ps(w + 40); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi9x0123, vk9x0123)); |
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const __m128 vi10x0123 = _mm_loadu_ps(i10); |
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i10 += 4; |
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const __m128 vk10x0123 = _mm_load_ps(w + 44); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi10x0123, vk10x0123)); |
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const __m128 vi11x0123 = _mm_loadu_ps(i11); |
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i11 += 4; |
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const __m128 vk11x0123 = _mm_load_ps(w + 48); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi11x0123, vk11x0123)); |
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const __m128 vi12x0123 = _mm_loadu_ps(i12); |
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i12 += 4; |
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const __m128 vk12x0123 = _mm_load_ps(w + 52); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi12x0123, vk12x0123)); |
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const __m128 vi13x0123 = _mm_loadu_ps(i13); |
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i13 += 4; |
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const __m128 vk13x0123 = _mm_load_ps(w + 56); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi13x0123, vk13x0123)); |
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const __m128 vi14x0123 = _mm_loadu_ps(i14); |
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i14 += 4; |
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const __m128 vk14x0123 = _mm_load_ps(w + 60); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi14x0123, vk14x0123)); |
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const __m128 vi15x0123 = _mm_loadu_ps(i15); |
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i15 += 4; |
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const __m128 vk15x0123 = _mm_load_ps(w + 64); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi15x0123, vk15x0123)); |
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const __m128 vi16x0123 = _mm_loadu_ps(i16); |
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i16 += 4; |
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const __m128 vk16x0123 = _mm_load_ps(w + 68); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi16x0123, vk16x0123)); |
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const __m128 vi17x0123 = _mm_loadu_ps(i17); |
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i17 += 4; |
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const __m128 vk17x0123 = _mm_load_ps(w + 72); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi17x0123, vk17x0123)); |
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const __m128 vi18x0123 = _mm_loadu_ps(i18); |
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i18 += 4; |
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const __m128 vk18x0123 = _mm_load_ps(w + 76); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi18x0123, vk18x0123)); |
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const __m128 vi19x0123 = _mm_loadu_ps(i19); |
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i19 += 4; |
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const __m128 vk19x0123 = _mm_load_ps(w + 80); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi19x0123, vk19x0123)); |
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const __m128 vi20x0123 = _mm_loadu_ps(i20); |
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i20 += 4; |
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const __m128 vk20x0123 = _mm_load_ps(w + 84); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi20x0123, vk20x0123)); |
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const __m128 vi21x0123 = _mm_loadu_ps(i21); |
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i21 += 4; |
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const __m128 vk21x0123 = _mm_load_ps(w + 88); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi21x0123, vk21x0123)); |
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const __m128 vi22x0123 = _mm_loadu_ps(i22); |
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i22 += 4; |
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const __m128 vk22x0123 = _mm_load_ps(w + 92); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi22x0123, vk22x0123)); |
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const __m128 vi23x0123 = _mm_loadu_ps(i23); |
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i23 += 4; |
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const __m128 vk23x0123 = _mm_load_ps(w + 96); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi23x0123, vk23x0123)); |
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const __m128 vi24x0123 = _mm_loadu_ps(i24); |
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i24 += 4; |
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const __m128 vk24x0123 = _mm_load_ps(w + 100); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi24x0123, vk24x0123)); |
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w += 104; |
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__m128 vacc0123 = _mm_max_ps(vacc0123p0, vmin); |
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vacc0123 = _mm_min_ps(vacc0123, vmax); |
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_mm_storeu_ps(output, vacc0123); |
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output += 4; |
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} |
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if XNN_UNLIKELY(c != 0) { |
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__m128 vacc0123p0 = _mm_load_ps(w); |
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const __m128 vi0x0123 = _mm_loadu_ps(i0); |
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const __m128 vk0x0123 = _mm_load_ps(w + 4); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi0x0123, vk0x0123)); |
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const __m128 vi1x0123 = _mm_loadu_ps(i1); |
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const __m128 vk1x0123 = _mm_load_ps(w + 8); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi1x0123, vk1x0123)); |
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const __m128 vi2x0123 = _mm_loadu_ps(i2); |
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const __m128 vk2x0123 = _mm_load_ps(w + 12); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi2x0123, vk2x0123)); |
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const __m128 vi3x0123 = _mm_loadu_ps(i3); |
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const __m128 vk3x0123 = _mm_load_ps(w + 16); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi3x0123, vk3x0123)); |
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const __m128 vi4x0123 = _mm_loadu_ps(i4); |
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const __m128 vk4x0123 = _mm_load_ps(w + 20); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi4x0123, vk4x0123)); |
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const __m128 vi5x0123 = _mm_loadu_ps(i5); |
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const __m128 vk5x0123 = _mm_load_ps(w + 24); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi5x0123, vk5x0123)); |
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const __m128 vi6x0123 = _mm_loadu_ps(i6); |
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const __m128 vk6x0123 = _mm_load_ps(w + 28); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi6x0123, vk6x0123)); |
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const __m128 vi7x0123 = _mm_loadu_ps(i7); |
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const __m128 vk7x0123 = _mm_load_ps(w + 32); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi7x0123, vk7x0123)); |
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const __m128 vi8x0123 = _mm_loadu_ps(i8); |
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const __m128 vk8x0123 = _mm_load_ps(w + 36); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi8x0123, vk8x0123)); |
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const __m128 vi9x0123 = _mm_loadu_ps(i9); |
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const __m128 vk9x0123 = _mm_load_ps(w + 40); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi9x0123, vk9x0123)); |
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const __m128 vi10x0123 = _mm_loadu_ps(i10); |
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const __m128 vk10x0123 = _mm_load_ps(w + 44); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi10x0123, vk10x0123)); |
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const __m128 vi11x0123 = _mm_loadu_ps(i11); |
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const __m128 vk11x0123 = _mm_load_ps(w + 48); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi11x0123, vk11x0123)); |
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const __m128 vi12x0123 = _mm_loadu_ps(i12); |
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const __m128 vk12x0123 = _mm_load_ps(w + 52); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi12x0123, vk12x0123)); |
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const __m128 vi13x0123 = _mm_loadu_ps(i13); |
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const __m128 vk13x0123 = _mm_load_ps(w + 56); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi13x0123, vk13x0123)); |
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const __m128 vi14x0123 = _mm_loadu_ps(i14); |
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const __m128 vk14x0123 = _mm_load_ps(w + 60); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi14x0123, vk14x0123)); |
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const __m128 vi15x0123 = _mm_loadu_ps(i15); |
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const __m128 vk15x0123 = _mm_load_ps(w + 64); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi15x0123, vk15x0123)); |
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const __m128 vi16x0123 = _mm_loadu_ps(i16); |
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const __m128 vk16x0123 = _mm_load_ps(w + 68); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi16x0123, vk16x0123)); |
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const __m128 vi17x0123 = _mm_loadu_ps(i17); |
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const __m128 vk17x0123 = _mm_load_ps(w + 72); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi17x0123, vk17x0123)); |
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const __m128 vi18x0123 = _mm_loadu_ps(i18); |
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const __m128 vk18x0123 = _mm_load_ps(w + 76); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi18x0123, vk18x0123)); |
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const __m128 vi19x0123 = _mm_loadu_ps(i19); |
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const __m128 vk19x0123 = _mm_load_ps(w + 80); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi19x0123, vk19x0123)); |
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const __m128 vi20x0123 = _mm_loadu_ps(i20); |
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const __m128 vk20x0123 = _mm_load_ps(w + 84); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi20x0123, vk20x0123)); |
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const __m128 vi21x0123 = _mm_loadu_ps(i21); |
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const __m128 vk21x0123 = _mm_load_ps(w + 88); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi21x0123, vk21x0123)); |
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const __m128 vi22x0123 = _mm_loadu_ps(i22); |
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const __m128 vk22x0123 = _mm_load_ps(w + 92); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi22x0123, vk22x0123)); |
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const __m128 vi23x0123 = _mm_loadu_ps(i23); |
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const __m128 vk23x0123 = _mm_load_ps(w + 96); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi23x0123, vk23x0123)); |
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const __m128 vi24x0123 = _mm_loadu_ps(i24); |
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const __m128 vk24x0123 = _mm_load_ps(w + 100); |
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vacc0123p0 = _mm_add_ps(vacc0123p0, _mm_mul_ps(vi24x0123, vk24x0123)); |
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|
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__m128 vacc0123 = _mm_max_ps(vacc0123p0, vmin); |
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vacc0123 = _mm_min_ps(vacc0123, vmax); |
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|
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if (c & 2) { |
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_mm_storel_pi((__m64*) output, vacc0123); |
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vacc0123 = _mm_movehl_ps(vacc0123, vacc0123); |
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output += 2; |
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} |
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if (c & 1) { |
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_mm_store_ss(output, vacc0123); |
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output += 1; |
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} |
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} |
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|
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output = (float*) ((uintptr_t) output + output_increment); |
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} while (--output_width != 0); |
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} |
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|