| // 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 <assert.h> |
| |
| #include <wasm_simd128.h> |
| |
| #include <xnnpack/gavgpool.h> |
| #include <xnnpack/math.h> |
| |
| |
| void xnn_f32_gavgpool_minmax_ukernel_7p7x__wasmsimd_x86_c4( |
| size_t rows, |
| size_t channels, |
| const float* input, |
| size_t input_stride, |
| const float* zero, |
| float* buffer, |
| float* output, |
| const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN |
| { |
| assert(rows > 7); |
| assert(channels != 0); |
| |
| const float* i0 = input; |
| const float* i1 = (const float*) ((uintptr_t) i0 + input_stride); |
| const float* i2 = (const float*) ((uintptr_t) i1 + input_stride); |
| const float* i3 = (const float*) ((uintptr_t) i2 + input_stride); |
| const float* i4 = (const float*) ((uintptr_t) i3 + input_stride); |
| const float* i5 = (const float*) ((uintptr_t) i4 + input_stride); |
| const float* i6 = (const float*) ((uintptr_t) i5 + input_stride); |
| const size_t packed_channels = round_up_po2(channels, 4); |
| const size_t input_increment = 7 * input_stride - packed_channels * sizeof(float); |
| |
| float* b = buffer; |
| for (size_t c = 0; c < channels; c += 4) { |
| const v128_t vi0 = wasm_v128_load(i0); |
| i0 += 4; |
| const v128_t vi1 = wasm_v128_load(i1); |
| i1 += 4; |
| const v128_t vi2 = wasm_v128_load(i2); |
| i2 += 4; |
| const v128_t vi3 = wasm_v128_load(i3); |
| i3 += 4; |
| const v128_t vi4 = wasm_v128_load(i4); |
| i4 += 4; |
| const v128_t vi5 = wasm_v128_load(i5); |
| i5 += 4; |
| const v128_t vi6 = wasm_v128_load(i6); |
| i6 += 4; |
| |
| const v128_t vsum01 = wasm_f32x4_add(vi0, vi1); |
| const v128_t vsum23 = wasm_f32x4_add(vi2, vi3); |
| const v128_t vsum45 = wasm_f32x4_add(vi4, vi5); |
| |
| const v128_t vsum016 = wasm_f32x4_add(vsum01, vi6); |
| const v128_t vsum2345 = wasm_f32x4_add(vsum23, vsum45); |
| |
| const v128_t vsum = wasm_f32x4_add(vsum016, vsum2345); |
| |
| wasm_v128_store(b, vsum); |
| b += 4; |
| } |
| for (rows -= 7; rows > 7; rows -= 7) { |
| b = buffer; |
| |
| i0 = (const float*) ((uintptr_t) i0 + input_increment); |
| i1 = (const float*) ((uintptr_t) i1 + input_increment); |
| i2 = (const float*) ((uintptr_t) i2 + input_increment); |
| i3 = (const float*) ((uintptr_t) i3 + input_increment); |
| i4 = (const float*) ((uintptr_t) i4 + input_increment); |
| i5 = (const float*) ((uintptr_t) i5 + input_increment); |
| i6 = (const float*) ((uintptr_t) i6 + input_increment); |
| |
| for (size_t c = 0; c < channels; c += 4) { |
| const v128_t vi0 = wasm_v128_load(i0); |
| i0 += 4; |
| const v128_t vi1 = wasm_v128_load(i1); |
| i1 += 4; |
| const v128_t vi2 = wasm_v128_load(i2); |
| i2 += 4; |
| const v128_t vi3 = wasm_v128_load(i3); |
| i3 += 4; |
| const v128_t vi4 = wasm_v128_load(i4); |
| i4 += 4; |
| const v128_t vi5 = wasm_v128_load(i5); |
| i5 += 4; |
| const v128_t vi6 = wasm_v128_load(i6); |
| i6 += 4; |
| const v128_t vacc = wasm_v128_load(b); |
| |
| const v128_t vsum01 = wasm_f32x4_add(vi0, vi1); |
| const v128_t vsum23 = wasm_f32x4_add(vi2, vi3); |
| const v128_t vsum45 = wasm_f32x4_add(vi4, vi5); |
| const v128_t vsum6a = wasm_f32x4_add(vi6, vacc); |
| |
| const v128_t vsum0123 = wasm_f32x4_add(vsum01, vsum23); |
| const v128_t vsum456a = wasm_f32x4_add(vsum45, vsum6a); |
| |
| const v128_t vsum = wasm_f32x4_add(vsum0123, vsum456a); |
| |
| wasm_v128_store(b, vsum); b += 4; |
| } |
| } |
| |
| i0 = (const float*) ((uintptr_t) i0 + input_increment); |
| i1 = (const float*) ((uintptr_t) i1 + input_increment); |
| if (rows < 2) { |
| i1 = zero; |
| } |
| i2 = (const float*) ((uintptr_t) i2 + input_increment); |
| if (rows <= 2) { |
| i2 = zero; |
| } |
| i3 = (const float*) ((uintptr_t) i3 + input_increment); |
| if (rows < 4) { |
| i3 = zero; |
| } |
| i4 = (const float*) ((uintptr_t) i4 + input_increment); |
| if (rows <= 4) { |
| i4 = zero; |
| } |
| i5 = (const float*) ((uintptr_t) i5 + input_increment); |
| if (rows < 6) { |
| i5 = zero; |
| } |
| i6 = (const float*) ((uintptr_t) i6 + input_increment); |
| if (rows <= 6) { |
| i6 = zero; |
| } |
| const v128_t vscale = wasm_v32x4_load_splat(¶ms->scalar.scale); |
| const v128_t vmin = wasm_v32x4_load_splat(¶ms->scalar.min); |
| const v128_t vmax = wasm_v32x4_load_splat(¶ms->scalar.max); |
| |
| b = buffer; |
| while (channels >= 4) { |
| const v128_t vi0 = wasm_v128_load(i0); |
| i0 += 4; |
| const v128_t vi1 = wasm_v128_load(i1); |
| i1 += 4; |
| const v128_t vi2 = wasm_v128_load(i2); |
| i2 += 4; |
| const v128_t vi3 = wasm_v128_load(i3); |
| i3 += 4; |
| const v128_t vi4 = wasm_v128_load(i4); |
| i4 += 4; |
| const v128_t vi5 = wasm_v128_load(i5); |
| i5 += 4; |
| const v128_t vi6 = wasm_v128_load(i6); |
| i6 += 4; |
| const v128_t vacc = wasm_v128_load(b); |
| b += 4; |
| |
| const v128_t vsum01 = wasm_f32x4_add(vi0, vi1); |
| const v128_t vsum23 = wasm_f32x4_add(vi2, vi3); |
| const v128_t vsum45 = wasm_f32x4_add(vi4, vi5); |
| const v128_t vsum6a = wasm_f32x4_add(vi6, vacc); |
| |
| const v128_t vsum0123 = wasm_f32x4_add(vsum01, vsum23); |
| const v128_t vsum456a = wasm_f32x4_add(vsum45, vsum6a); |
| |
| const v128_t vsum = wasm_f32x4_add(vsum0123, vsum456a); |
| |
| v128_t vout = wasm_f32x4_mul(vsum, vscale); |
| vout = wasm_f32x4_max(vout, vmin); |
| vout = wasm_f32x4_min(vout, vmax); |
| |
| wasm_v128_store(output, vout); |
| output += 4; |
| |
| channels -= 4; |
| } |
| if (channels != 0) { |
| const v128_t vi0 = wasm_v128_load(i0); |
| const v128_t vi1 = wasm_v128_load(i1); |
| const v128_t vi2 = wasm_v128_load(i2); |
| const v128_t vi3 = wasm_v128_load(i3); |
| const v128_t vi4 = wasm_v128_load(i4); |
| const v128_t vi5 = wasm_v128_load(i5); |
| const v128_t vi6 = wasm_v128_load(i6); |
| const v128_t vacc = wasm_v128_load(b); |
| |
| const v128_t vsum01 = wasm_f32x4_add(vi0, vi1); |
| const v128_t vsum23 = wasm_f32x4_add(vi2, vi3); |
| const v128_t vsum45 = wasm_f32x4_add(vi4, vi5); |
| const v128_t vsum6a = wasm_f32x4_add(vi6, vacc); |
| |
| const v128_t vsum0123 = wasm_f32x4_add(vsum01, vsum23); |
| const v128_t vsum456a = wasm_f32x4_add(vsum45, vsum6a); |
| |
| const v128_t vsum = wasm_f32x4_add(vsum0123, vsum456a); |
| |
| v128_t vout = wasm_f32x4_mul(vsum, vscale); |
| vout = wasm_f32x4_max(vout, vmin); |
| vout = wasm_f32x4_min(vout, vmax); |
| |
| if (channels & 2) { |
| *((double*) output) = wasm_f64x2_extract_lane(vout, 0); |
| output += 2; |
| vout = wasm_v32x4_shuffle(vout, vout, 2, 3, 2, 3); |
| } |
| if (channels & 1) { |
| *output++ = wasm_f32x4_extract_lane(vout, 0); |
| } |
| } |
| } |