| // Auto-generated file. Do not edit! |
| // Template: src/qs8-dwconv/unipass-scalar.c.in |
| // Generator: tools/xngen |
| // |
| // Copyright 2021 Google LLC |
| // |
| // This source code is licensed under the BSD-style license found in the |
| // LICENSE file in the root directory of this source tree. |
| |
| #include <assert.h> |
| |
| #include <fp16.h> |
| |
| #include <xnnpack/dwconv.h> |
| #include <xnnpack/math.h> |
| |
| |
| void xnn_qc8_dwconv_minmax_fp32_ukernel_up4x25__scalar_imagic( |
| size_t channels, |
| size_t output_width, |
| const int8_t** input, |
| const void* weights, |
| int8_t* output, |
| size_t input_stride, |
| size_t output_increment, |
| size_t input_offset, |
| const int8_t* zero, |
| const union xnn_qs8_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) |
| { |
| assert(channels != 0); |
| assert(output_width != 0); |
| |
| const float vmagic_bias = params->scalar_imagic.magic_bias; |
| const int32_t vmagic_min = params->scalar_imagic.magic_min; |
| const int32_t vmagic_max = params->scalar_imagic.magic_max; |
| const int32_t vmagic_bias_less_zero_point = params->scalar_imagic.magic_bias_less_zero_point; |
| do { |
| const int8_t* i0 = input[0]; |
| assert(i0 != NULL); |
| if XNN_UNPREDICTABLE(i0 != zero) { |
| i0 = (const int8_t*) ((uintptr_t) i0 + input_offset); |
| } |
| const int8_t* i1 = input[1]; |
| assert(i1 != NULL); |
| if XNN_UNPREDICTABLE(i1 != zero) { |
| i1 = (const int8_t*) ((uintptr_t) i1 + input_offset); |
| } |
| const int8_t* i2 = input[2]; |
| assert(i2 != NULL); |
| if XNN_UNPREDICTABLE(i2 != zero) { |
| i2 = (const int8_t*) ((uintptr_t) i2 + input_offset); |
| } |
| const int8_t* i3 = input[3]; |
| assert(i3 != NULL); |
| if XNN_UNPREDICTABLE(i3 != zero) { |
| i3 = (const int8_t*) ((uintptr_t) i3 + input_offset); |
| } |
| const int8_t* i4 = input[4]; |
| assert(i4 != NULL); |
| if XNN_UNPREDICTABLE(i4 != zero) { |
| i4 = (const int8_t*) ((uintptr_t) i4 + input_offset); |
| } |
| const int8_t* i5 = input[5]; |
| assert(i5 != NULL); |
| if XNN_UNPREDICTABLE(i5 != zero) { |
| i5 = (const int8_t*) ((uintptr_t) i5 + input_offset); |
| } |
| const int8_t* i6 = input[6]; |
| assert(i6 != NULL); |
| if XNN_UNPREDICTABLE(i6 != zero) { |
| i6 = (const int8_t*) ((uintptr_t) i6 + input_offset); |
| } |
| const int8_t* i7 = input[7]; |
| assert(i7 != NULL); |
| if XNN_UNPREDICTABLE(i7 != zero) { |
| i7 = (const int8_t*) ((uintptr_t) i7 + input_offset); |
| } |
| const int8_t* i8 = input[8]; |
| assert(i8 != NULL); |
| if XNN_UNPREDICTABLE(i8 != zero) { |
| i8 = (const int8_t*) ((uintptr_t) i8 + input_offset); |
| } |
| const int8_t* i9 = input[9]; |
| assert(i9 != NULL); |
| if XNN_UNPREDICTABLE(i9 != zero) { |
| i9 = (const int8_t*) ((uintptr_t) i9 + input_offset); |
| } |
| const int8_t* i10 = input[10]; |
| assert(i10 != NULL); |
| if XNN_UNPREDICTABLE(i10 != zero) { |
| i10 = (const int8_t*) ((uintptr_t) i10 + input_offset); |
| } |
| const int8_t* i11 = input[11]; |
| assert(i11 != NULL); |
| if XNN_UNPREDICTABLE(i11 != zero) { |
| i11 = (const int8_t*) ((uintptr_t) i11 + input_offset); |
| } |
| const int8_t* i12 = input[12]; |
| assert(i12 != NULL); |
| if XNN_UNPREDICTABLE(i12 != zero) { |
| i12 = (const int8_t*) ((uintptr_t) i12 + input_offset); |
| } |
| const int8_t* i13 = input[13]; |
| assert(i13 != NULL); |
| if XNN_UNPREDICTABLE(i13 != zero) { |
| i13 = (const int8_t*) ((uintptr_t) i13 + input_offset); |
| } |
| const int8_t* i14 = input[14]; |
| assert(i14 != NULL); |
| if XNN_UNPREDICTABLE(i14 != zero) { |
| i14 = (const int8_t*) ((uintptr_t) i14 + input_offset); |
| } |
| const int8_t* i15 = input[15]; |
| assert(i15 != NULL); |
| if XNN_UNPREDICTABLE(i15 != zero) { |
| i15 = (const int8_t*) ((uintptr_t) i15 + input_offset); |
| } |
| const int8_t* i16 = input[16]; |
| assert(i16 != NULL); |
| if XNN_UNPREDICTABLE(i16 != zero) { |
| i16 = (const int8_t*) ((uintptr_t) i16 + input_offset); |
| } |
| const int8_t* i17 = input[17]; |
| assert(i17 != NULL); |
| if XNN_UNPREDICTABLE(i17 != zero) { |
| i17 = (const int8_t*) ((uintptr_t) i17 + input_offset); |
| } |
| const int8_t* i18 = input[18]; |
| assert(i18 != NULL); |
| if XNN_UNPREDICTABLE(i18 != zero) { |
| i18 = (const int8_t*) ((uintptr_t) i18 + input_offset); |
| } |
| const int8_t* i19 = input[19]; |
| assert(i19 != NULL); |
| if XNN_UNPREDICTABLE(i19 != zero) { |
| i19 = (const int8_t*) ((uintptr_t) i19 + input_offset); |
| } |
| const int8_t* i20 = input[20]; |
| assert(i20 != NULL); |
| if XNN_UNPREDICTABLE(i20 != zero) { |
| i20 = (const int8_t*) ((uintptr_t) i20 + input_offset); |
| } |
| const int8_t* i21 = input[21]; |
| assert(i21 != NULL); |
| if XNN_UNPREDICTABLE(i21 != zero) { |
| i21 = (const int8_t*) ((uintptr_t) i21 + input_offset); |
| } |
| const int8_t* i22 = input[22]; |
| assert(i22 != NULL); |
| if XNN_UNPREDICTABLE(i22 != zero) { |
| i22 = (const int8_t*) ((uintptr_t) i22 + input_offset); |
| } |
| const int8_t* i23 = input[23]; |
| assert(i23 != NULL); |
| if XNN_UNPREDICTABLE(i23 != zero) { |
| i23 = (const int8_t*) ((uintptr_t) i23 + input_offset); |
| } |
| const int8_t* i24 = input[24]; |
| assert(i24 != NULL); |
| if XNN_UNPREDICTABLE(i24 != zero) { |
| i24 = (const int8_t*) ((uintptr_t) i24 + input_offset); |
| } |
| input = (const int8_t**) ((uintptr_t) input + input_stride); |
| |
| size_t c = channels; |
| const void* w = weights; |
| for (; c >= 4; c -= 4) { |
| int32_t vacc0 = ((const int32_t*) w)[0]; |
| int32_t vacc1 = ((const int32_t*) w)[1]; |
| int32_t vacc2 = ((const int32_t*) w)[2]; |
| int32_t vacc3 = ((const int32_t*) w)[3]; |
| |
| |
| const int32_t vi0x0 = (int32_t) i0[0]; |
| const int32_t vi0x1 = (int32_t) i0[1]; |
| const int32_t vi0x2 = (int32_t) i0[2]; |
| const int32_t vi0x3 = (int32_t) i0[3]; |
| i0 += 4; |
| |
| const int32_t vk0x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[0]; |
| const int32_t vk0x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[1]; |
| const int32_t vk0x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[2]; |
| const int32_t vk0x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[3]; |
| |
| vacc0 += vi0x0 * vk0x0; |
| vacc1 += vi0x1 * vk0x1; |
| vacc2 += vi0x2 * vk0x2; |
| vacc3 += vi0x3 * vk0x3; |
| |
| const int32_t vi1x0 = (int32_t) i1[0]; |
| const int32_t vi1x1 = (int32_t) i1[1]; |
| const int32_t vi1x2 = (int32_t) i1[2]; |
| const int32_t vi1x3 = (int32_t) i1[3]; |
| i1 += 4; |
| |
| const int32_t vk1x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[4]; |
| const int32_t vk1x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[5]; |
| const int32_t vk1x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[6]; |
| const int32_t vk1x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[7]; |
| |
| vacc0 += vi1x0 * vk1x0; |
| vacc1 += vi1x1 * vk1x1; |
| vacc2 += vi1x2 * vk1x2; |
| vacc3 += vi1x3 * vk1x3; |
| |
| const int32_t vi2x0 = (int32_t) i2[0]; |
| const int32_t vi2x1 = (int32_t) i2[1]; |
| const int32_t vi2x2 = (int32_t) i2[2]; |
| const int32_t vi2x3 = (int32_t) i2[3]; |
| i2 += 4; |
| |
| const int32_t vk2x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[8]; |
| const int32_t vk2x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[9]; |
| const int32_t vk2x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[10]; |
| const int32_t vk2x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[11]; |
| |
| vacc0 += vi2x0 * vk2x0; |
| vacc1 += vi2x1 * vk2x1; |
| vacc2 += vi2x2 * vk2x2; |
| vacc3 += vi2x3 * vk2x3; |
| |
| const int32_t vi3x0 = (int32_t) i3[0]; |
| const int32_t vi3x1 = (int32_t) i3[1]; |
| const int32_t vi3x2 = (int32_t) i3[2]; |
| const int32_t vi3x3 = (int32_t) i3[3]; |
| i3 += 4; |
| |
| const int32_t vk3x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[12]; |
| const int32_t vk3x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[13]; |
| const int32_t vk3x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[14]; |
| const int32_t vk3x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[15]; |
| |
| vacc0 += vi3x0 * vk3x0; |
| vacc1 += vi3x1 * vk3x1; |
| vacc2 += vi3x2 * vk3x2; |
| vacc3 += vi3x3 * vk3x3; |
| |
| const int32_t vi4x0 = (int32_t) i4[0]; |
| const int32_t vi4x1 = (int32_t) i4[1]; |
| const int32_t vi4x2 = (int32_t) i4[2]; |
| const int32_t vi4x3 = (int32_t) i4[3]; |
| i4 += 4; |
| |
| const int32_t vk4x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[16]; |
| const int32_t vk4x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[17]; |
| const int32_t vk4x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[18]; |
| const int32_t vk4x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[19]; |
| |
| vacc0 += vi4x0 * vk4x0; |
| vacc1 += vi4x1 * vk4x1; |
| vacc2 += vi4x2 * vk4x2; |
| vacc3 += vi4x3 * vk4x3; |
| |
| const int32_t vi5x0 = (int32_t) i5[0]; |
| const int32_t vi5x1 = (int32_t) i5[1]; |
| const int32_t vi5x2 = (int32_t) i5[2]; |
| const int32_t vi5x3 = (int32_t) i5[3]; |
| i5 += 4; |
| |
| const int32_t vk5x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[20]; |
| const int32_t vk5x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[21]; |
| const int32_t vk5x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[22]; |
| const int32_t vk5x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[23]; |
| |
| vacc0 += vi5x0 * vk5x0; |
| vacc1 += vi5x1 * vk5x1; |
| vacc2 += vi5x2 * vk5x2; |
| vacc3 += vi5x3 * vk5x3; |
| |
| const int32_t vi6x0 = (int32_t) i6[0]; |
| const int32_t vi6x1 = (int32_t) i6[1]; |
| const int32_t vi6x2 = (int32_t) i6[2]; |
| const int32_t vi6x3 = (int32_t) i6[3]; |
| i6 += 4; |
| |
| const int32_t vk6x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[24]; |
| const int32_t vk6x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[25]; |
| const int32_t vk6x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[26]; |
| const int32_t vk6x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[27]; |
| |
| vacc0 += vi6x0 * vk6x0; |
| vacc1 += vi6x1 * vk6x1; |
| vacc2 += vi6x2 * vk6x2; |
| vacc3 += vi6x3 * vk6x3; |
| |
| const int32_t vi7x0 = (int32_t) i7[0]; |
| const int32_t vi7x1 = (int32_t) i7[1]; |
| const int32_t vi7x2 = (int32_t) i7[2]; |
| const int32_t vi7x3 = (int32_t) i7[3]; |
| i7 += 4; |
| |
| const int32_t vk7x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[28]; |
| const int32_t vk7x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[29]; |
| const int32_t vk7x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[30]; |
| const int32_t vk7x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[31]; |
| |
| vacc0 += vi7x0 * vk7x0; |
| vacc1 += vi7x1 * vk7x1; |
| vacc2 += vi7x2 * vk7x2; |
| vacc3 += vi7x3 * vk7x3; |
| |
| const int32_t vi8x0 = (int32_t) i8[0]; |
| const int32_t vi8x1 = (int32_t) i8[1]; |
| const int32_t vi8x2 = (int32_t) i8[2]; |
| const int32_t vi8x3 = (int32_t) i8[3]; |
| i8 += 4; |
| |
| const int32_t vk8x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[32]; |
| const int32_t vk8x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[33]; |
| const int32_t vk8x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[34]; |
| const int32_t vk8x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[35]; |
| |
| vacc0 += vi8x0 * vk8x0; |
| vacc1 += vi8x1 * vk8x1; |
| vacc2 += vi8x2 * vk8x2; |
| vacc3 += vi8x3 * vk8x3; |
| |
| const int32_t vi9x0 = (int32_t) i9[0]; |
| const int32_t vi9x1 = (int32_t) i9[1]; |
| const int32_t vi9x2 = (int32_t) i9[2]; |
| const int32_t vi9x3 = (int32_t) i9[3]; |
| i9 += 4; |
| |
| const int32_t vk9x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[36]; |
| const int32_t vk9x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[37]; |
| const int32_t vk9x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[38]; |
| const int32_t vk9x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[39]; |
| |
| vacc0 += vi9x0 * vk9x0; |
| vacc1 += vi9x1 * vk9x1; |
| vacc2 += vi9x2 * vk9x2; |
| vacc3 += vi9x3 * vk9x3; |
| |
| const int32_t vi10x0 = (int32_t) i10[0]; |
| const int32_t vi10x1 = (int32_t) i10[1]; |
| const int32_t vi10x2 = (int32_t) i10[2]; |
| const int32_t vi10x3 = (int32_t) i10[3]; |
| i10 += 4; |
| |
| const int32_t vk10x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[40]; |
| const int32_t vk10x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[41]; |
| const int32_t vk10x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[42]; |
| const int32_t vk10x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[43]; |
| |
| vacc0 += vi10x0 * vk10x0; |
| vacc1 += vi10x1 * vk10x1; |
| vacc2 += vi10x2 * vk10x2; |
| vacc3 += vi10x3 * vk10x3; |
| |
| const int32_t vi11x0 = (int32_t) i11[0]; |
| const int32_t vi11x1 = (int32_t) i11[1]; |
| const int32_t vi11x2 = (int32_t) i11[2]; |
| const int32_t vi11x3 = (int32_t) i11[3]; |
| i11 += 4; |
| |
| const int32_t vk11x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[44]; |
| const int32_t vk11x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[45]; |
| const int32_t vk11x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[46]; |
| const int32_t vk11x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[47]; |
| |
| vacc0 += vi11x0 * vk11x0; |
| vacc1 += vi11x1 * vk11x1; |
| vacc2 += vi11x2 * vk11x2; |
| vacc3 += vi11x3 * vk11x3; |
| |
| const int32_t vi12x0 = (int32_t) i12[0]; |
| const int32_t vi12x1 = (int32_t) i12[1]; |
| const int32_t vi12x2 = (int32_t) i12[2]; |
| const int32_t vi12x3 = (int32_t) i12[3]; |
| i12 += 4; |
| |
| const int32_t vk12x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[48]; |
| const int32_t vk12x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[49]; |
| const int32_t vk12x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[50]; |
| const int32_t vk12x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[51]; |
| |
| vacc0 += vi12x0 * vk12x0; |
| vacc1 += vi12x1 * vk12x1; |
| vacc2 += vi12x2 * vk12x2; |
| vacc3 += vi12x3 * vk12x3; |
| |
| const int32_t vi13x0 = (int32_t) i13[0]; |
| const int32_t vi13x1 = (int32_t) i13[1]; |
| const int32_t vi13x2 = (int32_t) i13[2]; |
| const int32_t vi13x3 = (int32_t) i13[3]; |
| i13 += 4; |
| |
| const int32_t vk13x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[52]; |
| const int32_t vk13x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[53]; |
| const int32_t vk13x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[54]; |
| const int32_t vk13x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[55]; |
| |
| vacc0 += vi13x0 * vk13x0; |
| vacc1 += vi13x1 * vk13x1; |
| vacc2 += vi13x2 * vk13x2; |
| vacc3 += vi13x3 * vk13x3; |
| |
| const int32_t vi14x0 = (int32_t) i14[0]; |
| const int32_t vi14x1 = (int32_t) i14[1]; |
| const int32_t vi14x2 = (int32_t) i14[2]; |
| const int32_t vi14x3 = (int32_t) i14[3]; |
| i14 += 4; |
| |
| const int32_t vk14x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[56]; |
| const int32_t vk14x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[57]; |
| const int32_t vk14x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[58]; |
| const int32_t vk14x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[59]; |
| |
| vacc0 += vi14x0 * vk14x0; |
| vacc1 += vi14x1 * vk14x1; |
| vacc2 += vi14x2 * vk14x2; |
| vacc3 += vi14x3 * vk14x3; |
| |
| const int32_t vi15x0 = (int32_t) i15[0]; |
| const int32_t vi15x1 = (int32_t) i15[1]; |
| const int32_t vi15x2 = (int32_t) i15[2]; |
| const int32_t vi15x3 = (int32_t) i15[3]; |
| i15 += 4; |
| |
| const int32_t vk15x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[60]; |
| const int32_t vk15x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[61]; |
| const int32_t vk15x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[62]; |
| const int32_t vk15x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[63]; |
| |
| vacc0 += vi15x0 * vk15x0; |
| vacc1 += vi15x1 * vk15x1; |
| vacc2 += vi15x2 * vk15x2; |
| vacc3 += vi15x3 * vk15x3; |
| |
| const int32_t vi16x0 = (int32_t) i16[0]; |
| const int32_t vi16x1 = (int32_t) i16[1]; |
| const int32_t vi16x2 = (int32_t) i16[2]; |
| const int32_t vi16x3 = (int32_t) i16[3]; |
| i16 += 4; |
| |
| const int32_t vk16x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[64]; |
| const int32_t vk16x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[65]; |
| const int32_t vk16x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[66]; |
| const int32_t vk16x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[67]; |
| |
| vacc0 += vi16x0 * vk16x0; |
| vacc1 += vi16x1 * vk16x1; |
| vacc2 += vi16x2 * vk16x2; |
| vacc3 += vi16x3 * vk16x3; |
| |
| const int32_t vi17x0 = (int32_t) i17[0]; |
| const int32_t vi17x1 = (int32_t) i17[1]; |
| const int32_t vi17x2 = (int32_t) i17[2]; |
| const int32_t vi17x3 = (int32_t) i17[3]; |
| i17 += 4; |
| |
| const int32_t vk17x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[68]; |
| const int32_t vk17x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[69]; |
| const int32_t vk17x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[70]; |
| const int32_t vk17x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[71]; |
| |
| vacc0 += vi17x0 * vk17x0; |
| vacc1 += vi17x1 * vk17x1; |
| vacc2 += vi17x2 * vk17x2; |
| vacc3 += vi17x3 * vk17x3; |
| |
| const int32_t vi18x0 = (int32_t) i18[0]; |
| const int32_t vi18x1 = (int32_t) i18[1]; |
| const int32_t vi18x2 = (int32_t) i18[2]; |
| const int32_t vi18x3 = (int32_t) i18[3]; |
| i18 += 4; |
| |
| const int32_t vk18x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[72]; |
| const int32_t vk18x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[73]; |
| const int32_t vk18x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[74]; |
| const int32_t vk18x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[75]; |
| |
| vacc0 += vi18x0 * vk18x0; |
| vacc1 += vi18x1 * vk18x1; |
| vacc2 += vi18x2 * vk18x2; |
| vacc3 += vi18x3 * vk18x3; |
| |
| const int32_t vi19x0 = (int32_t) i19[0]; |
| const int32_t vi19x1 = (int32_t) i19[1]; |
| const int32_t vi19x2 = (int32_t) i19[2]; |
| const int32_t vi19x3 = (int32_t) i19[3]; |
| i19 += 4; |
| |
| const int32_t vk19x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[76]; |
| const int32_t vk19x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[77]; |
| const int32_t vk19x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[78]; |
| const int32_t vk19x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[79]; |
| |
| vacc0 += vi19x0 * vk19x0; |
| vacc1 += vi19x1 * vk19x1; |
| vacc2 += vi19x2 * vk19x2; |
| vacc3 += vi19x3 * vk19x3; |
| |
| const int32_t vi20x0 = (int32_t) i20[0]; |
| const int32_t vi20x1 = (int32_t) i20[1]; |
| const int32_t vi20x2 = (int32_t) i20[2]; |
| const int32_t vi20x3 = (int32_t) i20[3]; |
| i20 += 4; |
| |
| const int32_t vk20x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[80]; |
| const int32_t vk20x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[81]; |
| const int32_t vk20x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[82]; |
| const int32_t vk20x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[83]; |
| |
| vacc0 += vi20x0 * vk20x0; |
| vacc1 += vi20x1 * vk20x1; |
| vacc2 += vi20x2 * vk20x2; |
| vacc3 += vi20x3 * vk20x3; |
| |
| const int32_t vi21x0 = (int32_t) i21[0]; |
| const int32_t vi21x1 = (int32_t) i21[1]; |
| const int32_t vi21x2 = (int32_t) i21[2]; |
| const int32_t vi21x3 = (int32_t) i21[3]; |
| i21 += 4; |
| |
| const int32_t vk21x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[84]; |
| const int32_t vk21x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[85]; |
| const int32_t vk21x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[86]; |
| const int32_t vk21x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[87]; |
| |
| vacc0 += vi21x0 * vk21x0; |
| vacc1 += vi21x1 * vk21x1; |
| vacc2 += vi21x2 * vk21x2; |
| vacc3 += vi21x3 * vk21x3; |
| |
| const int32_t vi22x0 = (int32_t) i22[0]; |
| const int32_t vi22x1 = (int32_t) i22[1]; |
| const int32_t vi22x2 = (int32_t) i22[2]; |
| const int32_t vi22x3 = (int32_t) i22[3]; |
| i22 += 4; |
| |
| const int32_t vk22x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[88]; |
| const int32_t vk22x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[89]; |
| const int32_t vk22x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[90]; |
| const int32_t vk22x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[91]; |
| |
| vacc0 += vi22x0 * vk22x0; |
| vacc1 += vi22x1 * vk22x1; |
| vacc2 += vi22x2 * vk22x2; |
| vacc3 += vi22x3 * vk22x3; |
| |
| const int32_t vi23x0 = (int32_t) i23[0]; |
| const int32_t vi23x1 = (int32_t) i23[1]; |
| const int32_t vi23x2 = (int32_t) i23[2]; |
| const int32_t vi23x3 = (int32_t) i23[3]; |
| i23 += 4; |
| |
| const int32_t vk23x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[92]; |
| const int32_t vk23x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[93]; |
| const int32_t vk23x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[94]; |
| const int32_t vk23x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[95]; |
| |
| vacc0 += vi23x0 * vk23x0; |
| vacc1 += vi23x1 * vk23x1; |
| vacc2 += vi23x2 * vk23x2; |
| vacc3 += vi23x3 * vk23x3; |
| |
| const int32_t vi24x0 = (int32_t) i24[0]; |
| const int32_t vi24x1 = (int32_t) i24[1]; |
| const int32_t vi24x2 = (int32_t) i24[2]; |
| const int32_t vi24x3 = (int32_t) i24[3]; |
| i24 += 4; |
| |
| const int32_t vk24x0 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[96]; |
| const int32_t vk24x1 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[97]; |
| const int32_t vk24x2 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[98]; |
| const int32_t vk24x3 = (int32_t) ((const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)))[99]; |
| |
| vacc0 += vi24x0 * vk24x0; |
| vacc1 += vi24x1 * vk24x1; |
| vacc2 += vi24x2 * vk24x2; |
| vacc3 += vi24x3 * vk24x3; |
| |
| w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t) + 100 * sizeof(int8_t)); |
| |
| float vfpacc0 = (float) vacc0; |
| float vfpacc1 = (float) vacc1; |
| float vfpacc2 = (float) vacc2; |
| float vfpacc3 = (float) vacc3; |
| |
| const float vscale0 = ((const float*) w)[0]; |
| const float vscale1 = ((const float*) w)[1]; |
| const float vscale2 = ((const float*) w)[2]; |
| const float vscale3 = ((const float*) w)[3]; |
| w = (const void*) ((const float*) w + 4); |
| |
| vfpacc0 *= vscale0; |
| vfpacc1 *= vscale1; |
| vfpacc2 *= vscale2; |
| vfpacc3 *= vscale3; |
| |
| vfpacc0 += vmagic_bias; |
| vfpacc1 += vmagic_bias; |
| vfpacc2 += vmagic_bias; |
| vfpacc3 += vmagic_bias; |
| |
| int32_t vout0 = (int32_t) fp32_to_bits(vfpacc0); |
| int32_t vout1 = (int32_t) fp32_to_bits(vfpacc1); |
| int32_t vout2 = (int32_t) fp32_to_bits(vfpacc2); |
| int32_t vout3 = (int32_t) fp32_to_bits(vfpacc3); |
| |
| vout0 = math_max_s32(vout0, vmagic_min); |
| vout1 = math_max_s32(vout1, vmagic_min); |
| vout2 = math_max_s32(vout2, vmagic_min); |
| vout3 = math_max_s32(vout3, vmagic_min); |
| |
| vout0 = math_min_s32(vout0, vmagic_max); |
| vout1 = math_min_s32(vout1, vmagic_max); |
| vout2 = math_min_s32(vout2, vmagic_max); |
| vout3 = math_min_s32(vout3, vmagic_max); |
| |
| vout0 -= vmagic_bias_less_zero_point; |
| vout1 -= vmagic_bias_less_zero_point; |
| vout2 -= vmagic_bias_less_zero_point; |
| vout3 -= vmagic_bias_less_zero_point; |
| |
| output[0] = (int8_t) vout0; |
| output[1] = (int8_t) vout1; |
| output[2] = (int8_t) vout2; |
| output[3] = (int8_t) vout3; |
| output += 4; |
| } |
| if XNN_UNLIKELY(c != 0) { |
| const int8_t* k = (const int8_t*) ((uintptr_t) w + 4 * sizeof(int32_t)); |
| do { |
| int32_t vacc = *((const int32_t*) w); |
| w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| |
| const int32_t vi0 = (int32_t) *i0++; |
| const int32_t vk0 = (int32_t) k[0]; |
| vacc += vi0 * vk0; |
| const int32_t vi1 = (int32_t) *i1++; |
| const int32_t vk1 = (int32_t) k[4]; |
| vacc += vi1 * vk1; |
| const int32_t vi2 = (int32_t) *i2++; |
| const int32_t vk2 = (int32_t) k[8]; |
| vacc += vi2 * vk2; |
| const int32_t vi3 = (int32_t) *i3++; |
| const int32_t vk3 = (int32_t) k[12]; |
| vacc += vi3 * vk3; |
| const int32_t vi4 = (int32_t) *i4++; |
| const int32_t vk4 = (int32_t) k[16]; |
| vacc += vi4 * vk4; |
| const int32_t vi5 = (int32_t) *i5++; |
| const int32_t vk5 = (int32_t) k[20]; |
| vacc += vi5 * vk5; |
| const int32_t vi6 = (int32_t) *i6++; |
| const int32_t vk6 = (int32_t) k[24]; |
| vacc += vi6 * vk6; |
| const int32_t vi7 = (int32_t) *i7++; |
| const int32_t vk7 = (int32_t) k[28]; |
| vacc += vi7 * vk7; |
| const int32_t vi8 = (int32_t) *i8++; |
| const int32_t vk8 = (int32_t) k[32]; |
| vacc += vi8 * vk8; |
| const int32_t vi9 = (int32_t) *i9++; |
| const int32_t vk9 = (int32_t) k[36]; |
| vacc += vi9 * vk9; |
| const int32_t vi10 = (int32_t) *i10++; |
| const int32_t vk10 = (int32_t) k[40]; |
| vacc += vi10 * vk10; |
| const int32_t vi11 = (int32_t) *i11++; |
| const int32_t vk11 = (int32_t) k[44]; |
| vacc += vi11 * vk11; |
| const int32_t vi12 = (int32_t) *i12++; |
| const int32_t vk12 = (int32_t) k[48]; |
| vacc += vi12 * vk12; |
| const int32_t vi13 = (int32_t) *i13++; |
| const int32_t vk13 = (int32_t) k[52]; |
| vacc += vi13 * vk13; |
| const int32_t vi14 = (int32_t) *i14++; |
| const int32_t vk14 = (int32_t) k[56]; |
| vacc += vi14 * vk14; |
| const int32_t vi15 = (int32_t) *i15++; |
| const int32_t vk15 = (int32_t) k[60]; |
| vacc += vi15 * vk15; |
| const int32_t vi16 = (int32_t) *i16++; |
| const int32_t vk16 = (int32_t) k[64]; |
| vacc += vi16 * vk16; |
| const int32_t vi17 = (int32_t) *i17++; |
| const int32_t vk17 = (int32_t) k[68]; |
| vacc += vi17 * vk17; |
| const int32_t vi18 = (int32_t) *i18++; |
| const int32_t vk18 = (int32_t) k[72]; |
| vacc += vi18 * vk18; |
| const int32_t vi19 = (int32_t) *i19++; |
| const int32_t vk19 = (int32_t) k[76]; |
| vacc += vi19 * vk19; |
| const int32_t vi20 = (int32_t) *i20++; |
| const int32_t vk20 = (int32_t) k[80]; |
| vacc += vi20 * vk20; |
| const int32_t vi21 = (int32_t) *i21++; |
| const int32_t vk21 = (int32_t) k[84]; |
| vacc += vi21 * vk21; |
| const int32_t vi22 = (int32_t) *i22++; |
| const int32_t vk22 = (int32_t) k[88]; |
| vacc += vi22 * vk22; |
| const int32_t vi23 = (int32_t) *i23++; |
| const int32_t vk23 = (int32_t) k[92]; |
| vacc += vi23 * vk23; |
| const int32_t vi24 = (int32_t) *i24++; |
| const int32_t vk24 = (int32_t) k[96]; |
| vacc += vi24 * vk24; |
| k += 1; |
| |
| const float vscale = *((const float*) ((uintptr_t) w + 3 * sizeof(int32_t) + 100 * sizeof(int8_t))); |
| float vfpacc = (float) vacc * vscale; |
| |
| vfpacc += vmagic_bias; |
| int32_t vout = (int32_t) fp32_to_bits(vfpacc); |
| vout = math_max_s32(vout, vmagic_min); |
| vout = math_min_s32(vout, vmagic_max); |
| vout -= vmagic_bias_less_zero_point; |
| |
| *output++ = (int8_t) vout; |
| } while (--c != 0); |
| } |
| |
| output = (int8_t*) ((uintptr_t) output + output_increment); |
| } while (--output_width != 0); |
| } |