// Auto-generated file. Do not edit! // Template: src/f32-dwconv/multipass-wasmsimd.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 #include "xnnpack/dwconv.h" #include "xnnpack/math.h" void xnn_f32_dwconv_minmax_ukernel_3f3m3l8c4s4r__wasmsimd_arm_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 union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(channels != 0); assert(output_width != 0); assert(kernel_size > 3); const v128_t vmin = wasm_v128_load32_splat(¶ms->scalar.min); const v128_t vmax = wasm_v128_load32_splat(¶ms->scalar.max); XNN_FORCE_REALIZATION(vmin); XNN_FORCE_REALIZATION(vmax); do { const float* w = weights; // First pass to process 3 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); } input += 3; // Process c channels and write to buffer. size_t c = round_up_po2(channels, 4); for (; c >= 8; c -= 8) { v128_t vacc0123p0 = wasm_v128_load(w); v128_t vacc4567p0 = wasm_v128_load(w + 4); const v128_t vi0x0123 = wasm_v128_load(i0); const v128_t vi0x4567 = wasm_v128_load(i0 + 4); i0 += 8; const v128_t vk0x0123 = wasm_v128_load(w + 8); const v128_t vk0x4567 = wasm_v128_load(w + 12); vacc0123p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0123p0); vacc4567p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x4567, vk0x4567), vacc4567p0); const v128_t vi1x0123 = wasm_v128_load(i1); const v128_t vi1x4567 = wasm_v128_load(i1 + 4); i1 += 8; const v128_t vk1x0123 = wasm_v128_load(w + 16); const v128_t vk1x4567 = wasm_v128_load(w + 20); v128_t vacc0123p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); v128_t vacc4567p1 = wasm_f32x4_mul(vi1x4567, vk1x4567); const v128_t vi2x0123 = wasm_v128_load(i2); const v128_t vi2x4567 = wasm_v128_load(i2 + 4); i2 += 8; const v128_t vk2x0123 = wasm_v128_load(w + 24); const v128_t vk2x4567 = wasm_v128_load(w + 28); vacc0123p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0123p0); vacc4567p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x4567, vk2x4567), vacc4567p0); w += 32; // Add up all accumulators to vacc0123p0 vacc0123p0 = wasm_f32x4_add(vacc0123p0, vacc0123p1); vacc4567p0 = wasm_f32x4_add(vacc4567p0, vacc4567p1); wasm_v128_store(b, vacc0123p0); wasm_v128_store(b + 4, vacc4567p0); b += 8; } if (c != 0) { v128_t vacc0p0 = wasm_v128_load(w); const v128_t vi0x0123 = wasm_v128_load(i0); i0 += 4; const v128_t vk0x0123 = wasm_v128_load(w + 4); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0p0); const v128_t vi1x0123 = wasm_v128_load(i1); i1 += 4; const v128_t vk1x0123 = wasm_v128_load(w + 8); v128_t vacc0p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); const v128_t vi2x0123 = wasm_v128_load(i2); i2 += 4; const v128_t vk2x0123 = wasm_v128_load(w + 12); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0p0); w += 16; // Add up all accumulators to vacc0p0 vacc0p0 = wasm_f32x4_add(vacc0p0, vacc0p1); wasm_v128_store(b, vacc0p0); b += 4; } } // Middle pass to process 3 inputs in each iteration. for (size_t ks = kernel_size - 3; ks > 3; ks -= 3) { 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); } input += 3; size_t c = round_up_po2(channels, 4); for (; c >= 8; c -= 8) { v128_t vacc0123p0 = wasm_v128_load(b); v128_t vacc4567p0 = wasm_v128_load(b + 4); const v128_t vi0x0123 = wasm_v128_load(i0); const v128_t vi0x4567 = wasm_v128_load(i0 + 4); i0 += 8; const v128_t vk0x0123 = wasm_v128_load(w); const v128_t vk0x4567 = wasm_v128_load(w + 4); vacc0123p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0123p0); vacc4567p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x4567, vk0x4567), vacc4567p0); const v128_t vi1x0123 = wasm_v128_load(i1); const v128_t vi1x4567 = wasm_v128_load(i1 + 4); i1 += 8; const v128_t vk1x0123 = wasm_v128_load(w + 8); const v128_t vk1x4567 = wasm_v128_load(w + 12); v128_t vacc0123p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); v128_t vacc4567p1 = wasm_f32x4_mul(vi1x4567, vk1x4567); const v128_t vi2x0123 = wasm_v128_load(i2); const v128_t vi2x4567 = wasm_v128_load(i2 + 4); i2 += 8; const v128_t vk2x0123 = wasm_v128_load(w + 16); const v128_t vk2x4567 = wasm_v128_load(w + 20); vacc0123p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0123p0); vacc4567p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x4567, vk2x4567), vacc4567p0); w += 24; // Add up all accumulators to vacc0123p0 vacc0123p0 = wasm_f32x4_add(vacc0123p0, vacc0123p1); vacc4567p0 = wasm_f32x4_add(vacc4567p0, vacc4567p1); wasm_v128_store(b, vacc0123p0); wasm_v128_store(b + 4, vacc4567p0); b += 8; } if (c != 0) { v128_t vacc0p0 = wasm_v128_load(b); const v128_t vi0x0123 = wasm_v128_load(i0); i0 += 4; const v128_t vk0x0123 = wasm_v128_load(w); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0p0); const v128_t vi1x0123 = wasm_v128_load(i1); i1 += 4; const v128_t vk1x0123 = wasm_v128_load(w + 4); v128_t vacc0p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); const v128_t vi2x0123 = wasm_v128_load(i2); i2 += 4; const v128_t vk2x0123 = wasm_v128_load(w + 8); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0p0); w += 12; // Add up all accumulators to vacc0p0 vacc0p0 = wasm_f32x4_add(vacc0p0, vacc0p1); wasm_v128_store(b, vacc0p0); b += 4; } } // Last pass to process up to 3 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); } size_t c = channels; for (; c >= 8; c -= 8) { v128_t vacc0123p0 = wasm_v128_load(b); v128_t vacc4567p0 = wasm_v128_load(b + 4); b += 8; const v128_t vi0x0123 = wasm_v128_load(i0); const v128_t vi0x4567 = wasm_v128_load(i0 + 4); i0 += 8; v128_t vk0x0123 = wasm_v128_load(w); v128_t vk0x4567 = wasm_v128_load(w + 4); vacc0123p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0123p0); vacc4567p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x4567, vk0x4567), vacc4567p0); const v128_t vi1x0123 = wasm_v128_load(i1); const v128_t vi1x4567 = wasm_v128_load(i1 + 4); i1 += 8; v128_t vk1x0123 = wasm_v128_load(w + 8); v128_t vk1x4567 = wasm_v128_load(w + 12); v128_t vacc0123p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); v128_t vacc4567p1 = wasm_f32x4_mul(vi1x4567, vk1x4567); const v128_t vi2x0123 = wasm_v128_load(i2); const v128_t vi2x4567 = wasm_v128_load(i2 + 4); i2 += 8; v128_t vk2x0123 = wasm_v128_load(w + 16); v128_t vk2x4567 = wasm_v128_load(w + 20); vacc0123p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0123p0); vacc4567p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x4567, vk2x4567), vacc4567p0); w += 24; // Add up all accumulators to vacc0123p0 vacc0123p0 = wasm_f32x4_add(vacc0123p0, vacc0123p1); vacc4567p0 = wasm_f32x4_add(vacc4567p0, vacc4567p1); v128_t vacc0123 = wasm_f32x4_max(vacc0123p0, vmin); v128_t vacc4567 = wasm_f32x4_max(vacc4567p0, vmin); vacc0123 = wasm_f32x4_min(vacc0123, vmax); vacc4567 = wasm_f32x4_min(vacc4567, vmax); wasm_v128_store(output, vacc0123); wasm_v128_store(output + 4, vacc4567); output += 8; } for (; c >= 4; c -= 4) { v128_t vacc0p0 = wasm_v128_load(b); b += 4; const v128_t vi0x0123 = wasm_v128_load(i0); i0 += 4; v128_t vk0x0123 = wasm_v128_load(w); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0p0); const v128_t vi1x0123 = wasm_v128_load(i1); i1 += 4; v128_t vk1x0123 = wasm_v128_load(w + 4); v128_t vacc0p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); const v128_t vi2x0123 = wasm_v128_load(i2); i2 += 4; v128_t vk2x0123 = wasm_v128_load(w + 8); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0p0); w += 12; // Add up all accumulators to vacc0p0 vacc0p0 = wasm_f32x4_add(vacc0p0, vacc0p1); v128_t vacc0 = wasm_f32x4_max(vacc0p0, vmin); vacc0 = wasm_f32x4_min(vacc0, vmax); wasm_v128_store(output, vacc0); output += 4; } if XNN_UNLIKELY(c != 0) { v128_t vacc0p0 = wasm_v128_load(b); const v128_t vi0x0123 = wasm_v128_load(i0); v128_t vk0x0123 = wasm_v128_load(w); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi0x0123, vk0x0123), vacc0p0); const v128_t vi1x0123 = wasm_v128_load(i1); v128_t vk1x0123 = wasm_v128_load(w + 4); v128_t vacc0p1 = wasm_f32x4_mul(vi1x0123, vk1x0123); const v128_t vi2x0123 = wasm_v128_load(i2); v128_t vk2x0123 = wasm_v128_load(w + 8); vacc0p0 = wasm_f32x4_add(wasm_f32x4_mul(vi2x0123, vk2x0123), vacc0p0); // Add up all accumulators to vacc0123p0 vacc0p0 = wasm_f32x4_add(vacc0p0, vacc0p1); v128_t vacc0 = wasm_f32x4_max(vacc0p0, vmin); vacc0 = wasm_f32x4_min(vacc0, vmax); if (c & 2) { wasm_v128_store64_lane(output, vacc0, 0); vacc0 = wasm_v64x2_shuffle(vacc0, vacc0, 1, 1); output += 2; } if (c & 1) { wasm_v128_store32_lane(output, vacc0, 0); output += 1; } } } input = (const float**) ((uintptr_t) input + input_stride); output = (float*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }