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#include <assert.h> |
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#include <xnnpack/dwconv.h> |
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#include <xnnpack/math.h> |
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void xnn_f32_dwconv_minmax_ukernel_25p2c__scalar_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)]) |
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{ |
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assert(channels != 0); |
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assert(output_width != 0); |
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const float vmin = params->scalar.min; |
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const float vmax = params->scalar.max; |
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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 >= 2; c -= 2) { |
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float vacc0p0 = w[0]; |
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float vacc1p0 = w[1]; |
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const float vi0x0 = i0[0]; |
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const float vi0x1 = i0[1]; |
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i0 += 2; |
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const float vk0x0 = w[2]; |
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vacc0p0 = math_muladd_f32(vi0x0, vk0x0, vacc0p0); |
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const float vk0x1 = w[3]; |
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vacc1p0 = math_muladd_f32(vi0x1, vk0x1, vacc1p0); |
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const float vi1x0 = i1[0]; |
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const float vi1x1 = i1[1]; |
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i1 += 2; |
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const float vk1x0 = w[4]; |
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float vacc0p1 = vi1x0 * vk1x0; |
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const float vk1x1 = w[5]; |
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float vacc1p1 = vi1x1 * vk1x1; |
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const float vi2x0 = i2[0]; |
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const float vi2x1 = i2[1]; |
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i2 += 2; |
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const float vk2x0 = w[6]; |
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vacc0p0 = math_muladd_f32(vi2x0, vk2x0, vacc0p0); |
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const float vk2x1 = w[7]; |
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vacc1p0 = math_muladd_f32(vi2x1, vk2x1, vacc1p0); |
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const float vi3x0 = i3[0]; |
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const float vi3x1 = i3[1]; |
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i3 += 2; |
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const float vk3x0 = w[8]; |
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vacc0p1 = math_muladd_f32(vi3x0, vk3x0, vacc0p1); |
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const float vk3x1 = w[9]; |
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vacc1p1 = math_muladd_f32(vi3x1, vk3x1, vacc1p1); |
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const float vi4x0 = i4[0]; |
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const float vi4x1 = i4[1]; |
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i4 += 2; |
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const float vk4x0 = w[10]; |
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vacc0p0 = math_muladd_f32(vi4x0, vk4x0, vacc0p0); |
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const float vk4x1 = w[11]; |
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vacc1p0 = math_muladd_f32(vi4x1, vk4x1, vacc1p0); |
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const float vi5x0 = i5[0]; |
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const float vi5x1 = i5[1]; |
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i5 += 2; |
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const float vk5x0 = w[12]; |
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vacc0p1 = math_muladd_f32(vi5x0, vk5x0, vacc0p1); |
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const float vk5x1 = w[13]; |
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vacc1p1 = math_muladd_f32(vi5x1, vk5x1, vacc1p1); |
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const float vi6x0 = i6[0]; |
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const float vi6x1 = i6[1]; |
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i6 += 2; |
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const float vk6x0 = w[14]; |
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vacc0p0 = math_muladd_f32(vi6x0, vk6x0, vacc0p0); |
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const float vk6x1 = w[15]; |
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vacc1p0 = math_muladd_f32(vi6x1, vk6x1, vacc1p0); |
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const float vi7x0 = i7[0]; |
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const float vi7x1 = i7[1]; |
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i7 += 2; |
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const float vk7x0 = w[16]; |
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vacc0p1 = math_muladd_f32(vi7x0, vk7x0, vacc0p1); |
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const float vk7x1 = w[17]; |
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vacc1p1 = math_muladd_f32(vi7x1, vk7x1, vacc1p1); |
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const float vi8x0 = i8[0]; |
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const float vi8x1 = i8[1]; |
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i8 += 2; |
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const float vk8x0 = w[18]; |
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vacc0p0 = math_muladd_f32(vi8x0, vk8x0, vacc0p0); |
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const float vk8x1 = w[19]; |
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vacc1p0 = math_muladd_f32(vi8x1, vk8x1, vacc1p0); |
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const float vi9x0 = i9[0]; |
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const float vi9x1 = i9[1]; |
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i9 += 2; |
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const float vk9x0 = w[20]; |
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vacc0p1 = math_muladd_f32(vi9x0, vk9x0, vacc0p1); |
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const float vk9x1 = w[21]; |
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vacc1p1 = math_muladd_f32(vi9x1, vk9x1, vacc1p1); |
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const float vi10x0 = i10[0]; |
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const float vi10x1 = i10[1]; |
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i10 += 2; |
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const float vk10x0 = w[22]; |
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vacc0p0 = math_muladd_f32(vi10x0, vk10x0, vacc0p0); |
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const float vk10x1 = w[23]; |
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vacc1p0 = math_muladd_f32(vi10x1, vk10x1, vacc1p0); |
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const float vi11x0 = i11[0]; |
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const float vi11x1 = i11[1]; |
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i11 += 2; |
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const float vk11x0 = w[24]; |
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vacc0p1 = math_muladd_f32(vi11x0, vk11x0, vacc0p1); |
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const float vk11x1 = w[25]; |
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vacc1p1 = math_muladd_f32(vi11x1, vk11x1, vacc1p1); |
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const float vi12x0 = i12[0]; |
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const float vi12x1 = i12[1]; |
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i12 += 2; |
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const float vk12x0 = w[26]; |
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vacc0p0 = math_muladd_f32(vi12x0, vk12x0, vacc0p0); |
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const float vk12x1 = w[27]; |
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vacc1p0 = math_muladd_f32(vi12x1, vk12x1, vacc1p0); |
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const float vi13x0 = i13[0]; |
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const float vi13x1 = i13[1]; |
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i13 += 2; |
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const float vk13x0 = w[28]; |
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vacc0p1 = math_muladd_f32(vi13x0, vk13x0, vacc0p1); |
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const float vk13x1 = w[29]; |
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vacc1p1 = math_muladd_f32(vi13x1, vk13x1, vacc1p1); |
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const float vi14x0 = i14[0]; |
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const float vi14x1 = i14[1]; |
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i14 += 2; |
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const float vk14x0 = w[30]; |
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vacc0p0 = math_muladd_f32(vi14x0, vk14x0, vacc0p0); |
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const float vk14x1 = w[31]; |
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vacc1p0 = math_muladd_f32(vi14x1, vk14x1, vacc1p0); |
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const float vi15x0 = i15[0]; |
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const float vi15x1 = i15[1]; |
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i15 += 2; |
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const float vk15x0 = w[32]; |
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vacc0p1 = math_muladd_f32(vi15x0, vk15x0, vacc0p1); |
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const float vk15x1 = w[33]; |
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vacc1p1 = math_muladd_f32(vi15x1, vk15x1, vacc1p1); |
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const float vi16x0 = i16[0]; |
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const float vi16x1 = i16[1]; |
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i16 += 2; |
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const float vk16x0 = w[34]; |
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vacc0p0 = math_muladd_f32(vi16x0, vk16x0, vacc0p0); |
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const float vk16x1 = w[35]; |
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vacc1p0 = math_muladd_f32(vi16x1, vk16x1, vacc1p0); |
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const float vi17x0 = i17[0]; |
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const float vi17x1 = i17[1]; |
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i17 += 2; |
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const float vk17x0 = w[36]; |
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vacc0p1 = math_muladd_f32(vi17x0, vk17x0, vacc0p1); |
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const float vk17x1 = w[37]; |
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vacc1p1 = math_muladd_f32(vi17x1, vk17x1, vacc1p1); |
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const float vi18x0 = i18[0]; |
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const float vi18x1 = i18[1]; |
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i18 += 2; |
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const float vk18x0 = w[38]; |
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vacc0p0 = math_muladd_f32(vi18x0, vk18x0, vacc0p0); |
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const float vk18x1 = w[39]; |
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vacc1p0 = math_muladd_f32(vi18x1, vk18x1, vacc1p0); |
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const float vi19x0 = i19[0]; |
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const float vi19x1 = i19[1]; |
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i19 += 2; |
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const float vk19x0 = w[40]; |
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vacc0p1 = math_muladd_f32(vi19x0, vk19x0, vacc0p1); |
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const float vk19x1 = w[41]; |
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vacc1p1 = math_muladd_f32(vi19x1, vk19x1, vacc1p1); |
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const float vi20x0 = i20[0]; |
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const float vi20x1 = i20[1]; |
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i20 += 2; |
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const float vk20x0 = w[42]; |
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vacc0p0 = math_muladd_f32(vi20x0, vk20x0, vacc0p0); |
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const float vk20x1 = w[43]; |
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vacc1p0 = math_muladd_f32(vi20x1, vk20x1, vacc1p0); |
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const float vi21x0 = i21[0]; |
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const float vi21x1 = i21[1]; |
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i21 += 2; |
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const float vk21x0 = w[44]; |
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vacc0p1 = math_muladd_f32(vi21x0, vk21x0, vacc0p1); |
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const float vk21x1 = w[45]; |
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vacc1p1 = math_muladd_f32(vi21x1, vk21x1, vacc1p1); |
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const float vi22x0 = i22[0]; |
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const float vi22x1 = i22[1]; |
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i22 += 2; |
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const float vk22x0 = w[46]; |
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vacc0p0 = math_muladd_f32(vi22x0, vk22x0, vacc0p0); |
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const float vk22x1 = w[47]; |
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vacc1p0 = math_muladd_f32(vi22x1, vk22x1, vacc1p0); |
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const float vi23x0 = i23[0]; |
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const float vi23x1 = i23[1]; |
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i23 += 2; |
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const float vk23x0 = w[48]; |
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vacc0p1 = math_muladd_f32(vi23x0, vk23x0, vacc0p1); |
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const float vk23x1 = w[49]; |
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vacc1p1 = math_muladd_f32(vi23x1, vk23x1, vacc1p1); |
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const float vi24x0 = i24[0]; |
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const float vi24x1 = i24[1]; |
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i24 += 2; |
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const float vk24x0 = w[50]; |
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vacc0p0 = math_muladd_f32(vi24x0, vk24x0, vacc0p0); |
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const float vk24x1 = w[51]; |
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vacc1p0 = math_muladd_f32(vi24x1, vk24x1, vacc1p0); |
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w += 52; |
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vacc0p0 = vacc0p0 + vacc0p1; |
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vacc1p0 = vacc1p0 + vacc1p1; |
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float vacc0 = math_max_f32(vacc0p0, vmin); |
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float vacc1 = math_max_f32(vacc1p0, vmin); |
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vacc0 = math_min_f32(vacc0, vmax); |
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vacc1 = math_min_f32(vacc1, vmax); |
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output[0] = vacc0; |
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output[1] = vacc1; |
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output += 2; |
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} |
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for (; c >= 1; c -= 1) { |
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float vacc0p0 = *w++; |
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const float vi0 = *i0++; |
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const float vk0 = w[1]; |
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vacc0p0 = math_muladd_f32(vi0, vk0, vacc0p0); |
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const float vi1 = *i1++; |
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const float vk1 = w[3]; |
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float vacc0p1 = vi1 * vk1; |
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const float vi2 = *i2++; |
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const float vk2 = w[5]; |
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vacc0p0 = math_muladd_f32(vi2, vk2, vacc0p0); |
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const float vi3 = *i3++; |
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const float vk3 = w[7]; |
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vacc0p1 = math_muladd_f32(vi3, vk3, vacc0p1); |
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const float vi4 = *i4++; |
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const float vk4 = w[9]; |
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vacc0p0 = math_muladd_f32(vi4, vk4, vacc0p0); |
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const float vi5 = *i5++; |
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const float vk5 = w[11]; |
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vacc0p1 = math_muladd_f32(vi5, vk5, vacc0p1); |
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const float vi6 = *i6++; |
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const float vk6 = w[13]; |
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vacc0p0 = math_muladd_f32(vi6, vk6, vacc0p0); |
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const float vi7 = *i7++; |
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const float vk7 = w[15]; |
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vacc0p1 = math_muladd_f32(vi7, vk7, vacc0p1); |
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const float vi8 = *i8++; |
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const float vk8 = w[17]; |
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vacc0p0 = math_muladd_f32(vi8, vk8, vacc0p0); |
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const float vi9 = *i9++; |
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const float vk9 = w[19]; |
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vacc0p1 = math_muladd_f32(vi9, vk9, vacc0p1); |
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const float vi10 = *i10++; |
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const float vk10 = w[21]; |
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vacc0p0 = math_muladd_f32(vi10, vk10, vacc0p0); |
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const float vi11 = *i11++; |
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const float vk11 = w[23]; |
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vacc0p1 = math_muladd_f32(vi11, vk11, vacc0p1); |
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const float vi12 = *i12++; |
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const float vk12 = w[25]; |
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vacc0p0 = math_muladd_f32(vi12, vk12, vacc0p0); |
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const float vi13 = *i13++; |
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const float vk13 = w[27]; |
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vacc0p1 = math_muladd_f32(vi13, vk13, vacc0p1); |
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const float vi14 = *i14++; |
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const float vk14 = w[29]; |
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vacc0p0 = math_muladd_f32(vi14, vk14, vacc0p0); |
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const float vi15 = *i15++; |
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const float vk15 = w[31]; |
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vacc0p1 = math_muladd_f32(vi15, vk15, vacc0p1); |
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const float vi16 = *i16++; |
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const float vk16 = w[33]; |
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vacc0p0 = math_muladd_f32(vi16, vk16, vacc0p0); |
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const float vi17 = *i17++; |
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const float vk17 = w[35]; |
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vacc0p1 = math_muladd_f32(vi17, vk17, vacc0p1); |
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const float vi18 = *i18++; |
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const float vk18 = w[37]; |
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vacc0p0 = math_muladd_f32(vi18, vk18, vacc0p0); |
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const float vi19 = *i19++; |
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const float vk19 = w[39]; |
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vacc0p1 = math_muladd_f32(vi19, vk19, vacc0p1); |
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const float vi20 = *i20++; |
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const float vk20 = w[41]; |
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vacc0p0 = math_muladd_f32(vi20, vk20, vacc0p0); |
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const float vi21 = *i21++; |
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const float vk21 = w[43]; |
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vacc0p1 = math_muladd_f32(vi21, vk21, vacc0p1); |
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const float vi22 = *i22++; |
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const float vk22 = w[45]; |
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vacc0p0 = math_muladd_f32(vi22, vk22, vacc0p0); |
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const float vi23 = *i23++; |
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const float vk23 = w[47]; |
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vacc0p1 = math_muladd_f32(vi23, vk23, vacc0p1); |
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const float vi24 = *i24++; |
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const float vk24 = w[49]; |
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vacc0p0 = math_muladd_f32(vi24, vk24, vacc0p0); |
|
|
|
|
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vacc0p0 = vacc0p0 + vacc0p1; |
|
|
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float vacc0 = math_max_f32(vacc0p0, vmin); |
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vacc0 = math_min_f32(vacc0, vmax); |
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*output++ = vacc0; |
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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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