// Auto-generated file. Do not edit! // Template: src/f32-dwconv/multipass-scalar.c.in // Generator: tools/xngen // // Copyright 2022 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 #include "xnnpack/dwconv.h" #include "xnnpack/math.h" void xnn_f32_dwconv_ukernel_5f5m5l1c1s1r__scalar_acc2( size_t channels, size_t output_width, const float** input, const float* weights, float* output, intptr_t input_stride, size_t output_increment, size_t input_offset, const float* zero, size_t kernel_size, float* buffer, const struct xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(channels != 0); assert(output_width != 0); assert(kernel_size > 5); do { const float* w = weights; // First pass to process 5 inputs. { float* b = buffer; const float* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } input += 5; // Process c channels and write to buffer. for (size_t c = channels; c >= 1; c -= 1) { float vacc0p0 = w[0]; const float vi0 = *i0++; const float vk0 = w[1]; vacc0p0 = math_muladd_f32(vi0, vk0, vacc0p0); const float vi1 = *i1++; const float vk1 = w[2]; float vacc0p1 = vi1 * vk1; const float vi2 = *i2++; const float vk2 = w[3]; vacc0p0 = math_muladd_f32(vi2, vk2, vacc0p0); const float vi3 = *i3++; const float vk3 = w[4]; vacc0p1 = math_muladd_f32(vi3, vk3, vacc0p1); const float vi4 = *i4++; const float vk4 = w[5]; vacc0p0 = math_muladd_f32(vi4, vk4, vacc0p0); w += 6; // Add up all accumulators to vacc0p0 vacc0p0 = vacc0p0 + vacc0p1; *b++ = vacc0p0; } } // Middle pass to process 5 inputs in each iteration. for (size_t ks = kernel_size - 5; ks > 5; ks -= 5) { float* b = buffer; const float* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } input += 5; for (size_t c = channels; c >= 1; c -= 1) { float vacc0p0 = *b; const float vi0 = *i0++; const float vk0 = w[0]; vacc0p0 = math_muladd_f32(vi0, vk0, vacc0p0); const float vi1 = *i1++; const float vk1 = w[1]; float vacc0p1 = vi1 * vk1; const float vi2 = *i2++; const float vk2 = w[2]; vacc0p0 = math_muladd_f32(vi2, vk2, vacc0p0); const float vi3 = *i3++; const float vk3 = w[3]; vacc0p1 = math_muladd_f32(vi3, vk3, vacc0p1); const float vi4 = *i4++; const float vk4 = w[4]; vacc0p0 = math_muladd_f32(vi4, vk4, vacc0p0); // Add up all accumulators to vacc0p0 vacc0p0 = vacc0p0 + vacc0p1; w += 5; *b++ = vacc0p0; } } // Last pass to process up to 5 inputs. { float* b = buffer; const float* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const float*) ((uintptr_t) i0 + input_offset); } const float* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const float*) ((uintptr_t) i1 + input_offset); } const float* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const float*) ((uintptr_t) i2 + input_offset); } const float* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const float*) ((uintptr_t) i3 + input_offset); } const float* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const float*) ((uintptr_t) i4 + input_offset); } for (size_t c = channels; c >= 1; c -= 1) { float vacc0p0 = *b++; const float vi0 = *i0++; const float vk0 = w[0]; vacc0p0 = math_muladd_f32(vi0, vk0, vacc0p0); const float vi1 = *i1++; const float vk1 = w[1]; float vacc0p1 = vi1 * vk1; const float vi2 = *i2++; const float vk2 = w[2]; vacc0p0 = math_muladd_f32(vi2, vk2, vacc0p0); const float vi3 = *i3++; const float vk3 = w[3]; vacc0p1 = math_muladd_f32(vi3, vk3, vacc0p1); const float vi4 = *i4++; const float vk4 = w[4]; vacc0p0 = math_muladd_f32(vi4, vk4, vacc0p0); w += 5; // Add up all accumulators to vacc0p0 vacc0p0 = vacc0p0 + vacc0p1; *output++ = vacc0p0; } } input = (const float**) ((uintptr_t) input + input_stride); output = (float*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }