// Auto-generated file. Do not edit! // Template: src/f32-dwconv2d-chw/5x5s2p2-scalar.c.in // Generator: tools/xngen // // Copyright 2020 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 #include #include void xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__scalar_3x1( size_t input_height, size_t input_width, const float* input, const float* weights, const float* zero, float* output, uint32_t padding_top, const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(input_height != 0); assert(input_width != 0); assert(input_width % sizeof(float) == 0); assert(padding_top >= 1); assert(padding_top <= 2); const float vmax = params->scalar.max; const float vmin = params->scalar.min; const float vbias = weights[0]; const float vk00 = weights[1]; const float vk01 = weights[2]; const float vk02 = weights[3]; const float vk03 = weights[4]; const float vk04 = weights[5]; const float vk10 = weights[6]; const float vk11 = weights[7]; const float vk12 = weights[8]; const float vk13 = weights[9]; const float vk14 = weights[10]; const float vk20 = weights[11]; const float vk21 = weights[12]; const float vk22 = weights[13]; const float vk23 = weights[14]; const float vk24 = weights[15]; const float vk30 = weights[16]; const float vk31 = weights[17]; const float vk32 = weights[18]; const float vk33 = weights[19]; const float vk34 = weights[20]; const float vk40 = weights[21]; const float vk41 = weights[22]; const float vk42 = weights[23]; const float vk43 = weights[24]; const float vk44 = weights[25]; const uint32_t padding_top_less_1 = padding_top - 1; const float* i0 = zero; const float* i1 = (const float*) ((uintptr_t) input - ((-padding_top_less_1) & input_width)); const float* i2 = (const float*) ((uintptr_t) i1 + input_width); if XNN_UNPREDICTABLE(padding_top_less_1 != 0) { i1 = zero; } const float* i3 = (const float*) ((uintptr_t) i2 + input_width); const float* i4 = (const float*) ((uintptr_t) i3 + input_width); const float* i5 = (const float*) ((uintptr_t) i4 + input_width); const float* i6 = (const float*) ((uintptr_t) i5 + input_width); const float* i7 = (const float*) ((uintptr_t) i6 + input_width); const float* i8 = (const float*) ((uintptr_t) i7 + input_width); const size_t output_width = round_down_po2((input_width + (2 /* padding */ - 3 /* kernel size */ + 2 /* subsampling */) * sizeof(float)) / 2, sizeof(float)); float* o0 = output; float* o1 = (float*) ((uintptr_t) o0 + output_width); float* o2 = (float*) ((uintptr_t) o1 + output_width); size_t padded_input_height = input_height + (padding_top_less_1 + 1) + 2 /* padding bottom */; size_t output_height = (padded_input_height - 5 /* kernel size */ + 2 /* subsampling */) / 2; do { if XNN_UNPREDICTABLE(padded_input_height < 6) { i3 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 7) { i4 = zero; o1 = o0; } if XNN_UNPREDICTABLE(padded_input_height < 8) { i5 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 9) { i6 = zero; o2 = o1; } if XNN_UNPREDICTABLE(padded_input_height < 10) { i7 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 11) { i8 = zero; } float vi0x0 = 0.0f; float vi1x0 = 0.0f; float vi2x0 = 0.0f; float vi3x0 = 0.0f; float vi4x0 = 0.0f; float vi5x0 = 0.0f; float vi6x0 = 0.0f; float vi7x0 = 0.0f; float vi8x0 = 0.0f; float vi0x1 = 0.0f; float vi1x1 = 0.0f; float vi2x1 = 0.0f; float vi3x1 = 0.0f; float vi4x1 = 0.0f; float vi5x1 = 0.0f; float vi6x1 = 0.0f; float vi7x1 = 0.0f; float vi8x1 = 0.0f; float vi0x2 = *i0++; float vi1x2 = *i1++; float vi2x2 = *i2++; float vi3x2 = *i3++; float vi4x2 = *i4++; float vi5x2 = *i5++; float vi6x2 = *i6++; float vi7x2 = *i7++; float vi8x2 = *i8++; size_t w = input_width; for (; w > 2 * sizeof(float); w -= 2 * sizeof(float)) { const float vi0x3 = i0[0]; const float vi1x3 = i1[0]; const float vi2x3 = i2[0]; const float vi3x3 = i3[0]; const float vi4x3 = i4[0]; const float vi5x3 = i5[0]; const float vi6x3 = i6[0]; const float vi7x3 = i7[0]; const float vi8x3 = i8[0]; const float vi0x4 = i0[1]; i0 += 2; const float vi1x4 = i1[1]; i1 += 2; const float vi2x4 = i2[1]; i2 += 2; const float vi3x4 = i3[1]; i3 += 2; const float vi4x4 = i4[1]; i4 += 2; const float vi5x4 = i5[1]; i5 += 2; const float vi6x4 = i6[1]; i6 += 2; const float vi7x4 = i7[1]; i7 += 2; const float vi8x4 = i8[1]; i8 += 2; float vo0p0 = vbias + vi0x0 * vk00; float vo1p0 = vbias + vi2x0 * vk00; float vo2p0 = vbias + vi4x0 * vk00; vo0p0 += vi1x0 * vk10; vo1p0 += vi3x0 * vk10; vo2p0 += vi5x0 * vk10; vo0p0 += vi2x0 * vk20; vo1p0 += vi4x0 * vk20; vo2p0 += vi6x0 * vk20; vo0p0 += vi3x0 * vk30; vo1p0 += vi5x0 * vk30; vo2p0 += vi7x0 * vk30; vo0p0 += vi4x0 * vk40; vo1p0 += vi6x0 * vk40; vo2p0 += vi8x0 * vk40; vi0x0 = vi0x2; vi1x0 = vi1x2; vi2x0 = vi2x2; vi3x0 = vi3x2; vi4x0 = vi4x2; vi5x0 = vi5x2; vi6x0 = vi6x2; vi7x0 = vi7x2; vi8x0 = vi8x2; vo0p0 += vi0x1 * vk01; vo1p0 += vi2x1 * vk01; vo2p0 += vi4x1 * vk01; vo0p0 += vi1x1 * vk11; vo1p0 += vi3x1 * vk11; vo2p0 += vi5x1 * vk11; vo0p0 += vi2x1 * vk21; vo1p0 += vi4x1 * vk21; vo2p0 += vi6x1 * vk21; vo0p0 += vi3x1 * vk31; vo1p0 += vi5x1 * vk31; vo2p0 += vi7x1 * vk31; vo0p0 += vi4x1 * vk41; vo1p0 += vi6x1 * vk41; vo2p0 += vi8x1 * vk41; vi0x1 = vi0x3; vi1x1 = vi1x3; vi2x1 = vi2x3; vi3x1 = vi3x3; vi4x1 = vi4x3; vi5x1 = vi5x3; vi6x1 = vi6x3; vi7x1 = vi7x3; vi8x1 = vi8x3; vo0p0 += vi0x2 * vk02; vo1p0 += vi2x2 * vk02; vo2p0 += vi4x2 * vk02; vo0p0 += vi1x2 * vk12; vo1p0 += vi3x2 * vk12; vo2p0 += vi5x2 * vk12; vo0p0 += vi2x2 * vk22; vo1p0 += vi4x2 * vk22; vo2p0 += vi6x2 * vk22; vo0p0 += vi3x2 * vk32; vo1p0 += vi5x2 * vk32; vo2p0 += vi7x2 * vk32; vo0p0 += vi4x2 * vk42; vo1p0 += vi6x2 * vk42; vo2p0 += vi8x2 * vk42; vi0x2 = vi0x4; vi1x2 = vi1x4; vi2x2 = vi2x4; vi3x2 = vi3x4; vi4x2 = vi4x4; vi5x2 = vi5x4; vi6x2 = vi6x4; vi7x2 = vi7x4; vi8x2 = vi8x4; vo0p0 += vi0x3 * vk03; vo1p0 += vi2x3 * vk03; vo2p0 += vi4x3 * vk03; vo0p0 += vi1x3 * vk13; vo1p0 += vi3x3 * vk13; vo2p0 += vi5x3 * vk13; vo0p0 += vi2x3 * vk23; vo1p0 += vi4x3 * vk23; vo2p0 += vi6x3 * vk23; vo0p0 += vi3x3 * vk33; vo1p0 += vi5x3 * vk33; vo2p0 += vi7x3 * vk33; vo0p0 += vi4x3 * vk43; vo1p0 += vi6x3 * vk43; vo2p0 += vi8x3 * vk43; vo0p0 += vi0x4 * vk04; vo1p0 += vi2x4 * vk04; vo2p0 += vi4x4 * vk04; vo0p0 += vi1x4 * vk14; vo1p0 += vi3x4 * vk14; vo2p0 += vi5x4 * vk14; vo0p0 += vi2x4 * vk24; vo1p0 += vi4x4 * vk24; vo2p0 += vi6x4 * vk24; vo0p0 += vi3x4 * vk34; vo1p0 += vi5x4 * vk34; vo2p0 += vi7x4 * vk34; vo0p0 += vi4x4 * vk44; vo1p0 += vi6x4 * vk44; vo2p0 += vi8x4 * vk44; float vo0 = math_max_f32(vo0p0, vmin); float vo1 = math_max_f32(vo1p0, vmin); float vo2 = math_max_f32(vo2p0, vmin); vo0 = math_min_f32(vo0, vmax); vo1 = math_min_f32(vo1, vmax); vo2 = math_min_f32(vo2, vmax); *o2++ = vo2; *o1++ = vo1; *o0++ = vo0; } if XNN_LIKELY(w == 2 * sizeof(float)) { const float vi0x3 = *i0++; const float vi1x3 = *i1++; const float vi2x3 = *i2++; const float vi3x3 = *i3++; const float vi4x3 = *i4++; const float vi5x3 = *i5++; const float vi6x3 = *i6++; const float vi7x3 = *i7++; const float vi8x3 = *i8++; float vo0p0 = vbias + vi0x0 * vk00; float vo1p0 = vbias + vi2x0 * vk00; float vo2p0 = vbias + vi4x0 * vk00; vo0p0 += vi1x0 * vk10; vo1p0 += vi3x0 * vk10; vo2p0 += vi5x0 * vk10; vo0p0 += vi2x0 * vk20; vo1p0 += vi4x0 * vk20; vo2p0 += vi6x0 * vk20; vo0p0 += vi3x0 * vk30; vo1p0 += vi5x0 * vk30; vo2p0 += vi7x0 * vk30; vo0p0 += vi4x0 * vk40; vo1p0 += vi6x0 * vk40; vo2p0 += vi8x0 * vk40; vo0p0 += vi0x1 * vk01; vo1p0 += vi2x1 * vk01; vo2p0 += vi4x1 * vk01; vo0p0 += vi1x1 * vk11; vo1p0 += vi3x1 * vk11; vo2p0 += vi5x1 * vk11; vo0p0 += vi2x1 * vk21; vo1p0 += vi4x1 * vk21; vo2p0 += vi6x1 * vk21; vo0p0 += vi3x1 * vk31; vo1p0 += vi5x1 * vk31; vo2p0 += vi7x1 * vk31; vo0p0 += vi4x1 * vk41; vo1p0 += vi6x1 * vk41; vo2p0 += vi8x1 * vk41; vo0p0 += vi0x2 * vk02; vo1p0 += vi2x2 * vk02; vo2p0 += vi4x2 * vk02; vo0p0 += vi1x2 * vk12; vo1p0 += vi3x2 * vk12; vo2p0 += vi5x2 * vk12; vo0p0 += vi2x2 * vk22; vo1p0 += vi4x2 * vk22; vo2p0 += vi6x2 * vk22; vo0p0 += vi3x2 * vk32; vo1p0 += vi5x2 * vk32; vo2p0 += vi7x2 * vk32; vo0p0 += vi4x2 * vk42; vo1p0 += vi6x2 * vk42; vo2p0 += vi8x2 * vk42; vo0p0 += vi0x3 * vk03; vo1p0 += vi2x3 * vk03; vo2p0 += vi4x3 * vk03; vo0p0 += vi1x3 * vk13; vo1p0 += vi3x3 * vk13; vo2p0 += vi5x3 * vk13; vo0p0 += vi2x3 * vk23; vo1p0 += vi4x3 * vk23; vo2p0 += vi6x3 * vk23; vo0p0 += vi3x3 * vk33; vo1p0 += vi5x3 * vk33; vo2p0 += vi7x3 * vk33; vo0p0 += vi4x3 * vk43; vo1p0 += vi6x3 * vk43; vo2p0 += vi8x3 * vk43; float vo0 = math_max_f32(vo0p0, vmin); float vo1 = math_max_f32(vo1p0, vmin); float vo2 = math_max_f32(vo2p0, vmin); vo0 = math_min_f32(vo0, vmax); vo1 = math_min_f32(vo1, vmax); vo2 = math_min_f32(vo2, vmax); *o2++ = vo2; *o1++ = vo1; *o0++ = vo0; } else { float vo0p0 = vbias + vi0x0 * vk00; float vo1p0 = vbias + vi2x0 * vk00; float vo2p0 = vbias + vi4x0 * vk00; vo0p0 += vi1x0 * vk10; vo1p0 += vi3x0 * vk10; vo2p0 += vi5x0 * vk10; vo0p0 += vi2x0 * vk20; vo1p0 += vi4x0 * vk20; vo2p0 += vi6x0 * vk20; vo0p0 += vi3x0 * vk30; vo1p0 += vi5x0 * vk30; vo2p0 += vi7x0 * vk30; vo0p0 += vi4x0 * vk40; vo1p0 += vi6x0 * vk40; vo2p0 += vi8x0 * vk40; vo0p0 += vi0x1 * vk01; vo1p0 += vi2x1 * vk01; vo2p0 += vi4x1 * vk01; vo0p0 += vi1x1 * vk11; vo1p0 += vi3x1 * vk11; vo2p0 += vi5x1 * vk11; vo0p0 += vi2x1 * vk21; vo1p0 += vi4x1 * vk21; vo2p0 += vi6x1 * vk21; vo0p0 += vi3x1 * vk31; vo1p0 += vi5x1 * vk31; vo2p0 += vi7x1 * vk31; vo0p0 += vi4x1 * vk41; vo1p0 += vi6x1 * vk41; vo2p0 += vi8x1 * vk41; vo0p0 += vi0x2 * vk02; vo1p0 += vi2x2 * vk02; vo2p0 += vi4x2 * vk02; vo0p0 += vi1x2 * vk12; vo1p0 += vi3x2 * vk12; vo2p0 += vi5x2 * vk12; vo0p0 += vi2x2 * vk22; vo1p0 += vi4x2 * vk22; vo2p0 += vi6x2 * vk22; vo0p0 += vi3x2 * vk32; vo1p0 += vi5x2 * vk32; vo2p0 += vi7x2 * vk32; vo0p0 += vi4x2 * vk42; vo1p0 += vi6x2 * vk42; vo2p0 += vi8x2 * vk42; float vo0 = math_max_f32(vo0p0, vmin); float vo1 = math_max_f32(vo1p0, vmin); float vo2 = math_max_f32(vo2p0, vmin); vo0 = math_min_f32(vo0, vmax); vo1 = math_min_f32(vo1, vmax); vo2 = math_min_f32(vo2, vmax); *o2++ = vo2; *o1++ = vo1; *o0++ = vo0; } i0 = (const float*) ((uintptr_t) i5); i1 = (const float*) ((uintptr_t) i6); i2 = (const float*) ((uintptr_t) i7); i3 = (const float*) ((uintptr_t) i8); i4 = (const float*) ((uintptr_t) i3 + input_width); i5 = (const float*) ((uintptr_t) i4 + input_width); i6 = (const float*) ((uintptr_t) i5 + input_width); i7 = (const float*) ((uintptr_t) i6 + input_width); i8 = (const float*) ((uintptr_t) i7 + input_width); o0 = o2; o1 = (float*) ((uintptr_t) o0 + output_width); o2 = (float*) ((uintptr_t) o1 + output_width); output_height = doz(output_height, 3); padded_input_height = doz(padded_input_height, 6); } while (output_height != 0); }