| // Auto-generated file. Do not edit! |
| // Template: src/qs8-dwconv/unipass-wasmsimd-mul16.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 <assert.h> |
| |
| #include <wasm_simd128.h> |
| |
| #include <xnnpack/dwconv.h> |
| |
| |
| void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__wasmsimd_mul16( |
| 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)]) XNN_OOB_READS |
| { |
| assert(channels != 0); |
| assert(output_width != 0); |
| |
| 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 >= 8; c -= 8) { |
| v128_t vacc0123 = wasm_v128_load(w); |
| v128_t vacc4567 = wasm_v128_load((const void*) ((uintptr_t) w + 4 * sizeof(int32_t))); |
| |
| |
| const v128_t vi0x01234567 = wasm_i16x8_load8x8(i0); |
| const v128_t vk0x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t))); |
| i0 += 8; |
| |
| v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi1x01234567 = wasm_i16x8_load8x8(i1); |
| const v128_t vk1x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t))); |
| i1 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi1x01234567, vk1x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi2x01234567 = wasm_i16x8_load8x8(i2); |
| const v128_t vk2x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t))); |
| i2 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi3x01234567 = wasm_i16x8_load8x8(i3); |
| const v128_t vk3x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t))); |
| i3 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi3x01234567, vk3x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi4x01234567 = wasm_i16x8_load8x8(i4); |
| const v128_t vk4x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t))); |
| i4 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi5x01234567 = wasm_i16x8_load8x8(i5); |
| const v128_t vk5x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t))); |
| i5 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi5x01234567, vk5x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi6x01234567 = wasm_i16x8_load8x8(i6); |
| const v128_t vk6x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t))); |
| i6 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi7x01234567 = wasm_i16x8_load8x8(i7); |
| const v128_t vk7x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t))); |
| i7 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi7x01234567, vk7x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi8x01234567 = wasm_i16x8_load8x8(i8); |
| const v128_t vk8x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t))); |
| i8 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi9x01234567 = wasm_i16x8_load8x8(i9); |
| const v128_t vk9x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t))); |
| i9 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi9x01234567, vk9x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi10x01234567 = wasm_i16x8_load8x8(i10); |
| const v128_t vk10x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t))); |
| i10 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi11x01234567 = wasm_i16x8_load8x8(i11); |
| const v128_t vk11x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t))); |
| i11 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi11x01234567, vk11x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi12x01234567 = wasm_i16x8_load8x8(i12); |
| const v128_t vk12x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t))); |
| i12 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi13x01234567 = wasm_i16x8_load8x8(i13); |
| const v128_t vk13x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t))); |
| i13 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi13x01234567, vk13x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi14x01234567 = wasm_i16x8_load8x8(i14); |
| const v128_t vk14x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t))); |
| i14 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi15x01234567 = wasm_i16x8_load8x8(i15); |
| const v128_t vk15x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t))); |
| i15 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi15x01234567, vk15x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi16x01234567 = wasm_i16x8_load8x8(i16); |
| const v128_t vk16x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t))); |
| i16 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi17x01234567 = wasm_i16x8_load8x8(i17); |
| const v128_t vk17x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t))); |
| i17 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi17x01234567, vk17x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi18x01234567 = wasm_i16x8_load8x8(i18); |
| const v128_t vk18x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t))); |
| i18 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi19x01234567 = wasm_i16x8_load8x8(i19); |
| const v128_t vk19x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t))); |
| i19 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi19x01234567, vk19x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi20x01234567 = wasm_i16x8_load8x8(i20); |
| const v128_t vk20x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t))); |
| i20 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi21x01234567 = wasm_i16x8_load8x8(i21); |
| const v128_t vk21x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t))); |
| i21 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi21x01234567, vk21x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi22x01234567 = wasm_i16x8_load8x8(i22); |
| const v128_t vk22x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t))); |
| i22 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi23x01234567 = wasm_i16x8_load8x8(i23); |
| const v128_t vk23x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t))); |
| i23 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi23x01234567, vk23x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi24x01234567 = wasm_i16x8_load8x8(i24); |
| const v128_t vk24x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t))); |
| i24 += 8; |
| |
| vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| |
| w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t)); |
| |
| vacc0123 = wasm_f32x4_convert_i32x4(vacc0123); |
| vacc4567 = wasm_f32x4_convert_i32x4(vacc4567); |
| |
| const v128_t vscale0123 = wasm_v128_load(w); |
| const v128_t vscale4567 = wasm_v128_load((const float*) w + 4); |
| w = (const void*) ((const float*) w + 8); |
| |
| vacc0123 = wasm_f32x4_mul(vacc0123, vscale0123); |
| vacc4567 = wasm_f32x4_mul(vacc4567, vscale4567); |
| |
| const v128_t vmagic_bias = wasm_v128_load64_splat(params->wasmsimd.magic_bias); |
| vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias); |
| vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias); |
| |
| const v128_t vmagic_min = wasm_v128_load64_splat(params->wasmsimd.magic_min); |
| vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min); |
| vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min); |
| |
| const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->wasmsimd.magic_bias_less_output_zero_point); |
| vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point); |
| vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point); |
| |
| v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567); |
| |
| v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567); |
| |
| const v128_t voutput_max = wasm_v128_load64_splat(params->wasmsimd.output_max); |
| vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max); |
| |
| *((double*) output) = wasm_f64x2_extract_lane(vout0123456701234567, 0); |
| output += 8; |
| } |
| if XNN_UNLIKELY(c != 0) { |
| { |
| v128_t vacc0123 = wasm_v128_load(w); |
| v128_t vacc4567 = wasm_v128_load((const void*) ((uintptr_t) w + 4 * sizeof(int32_t))); |
| |
| |
| const v128_t vi0x01234567 = wasm_i16x8_load8x8(i0); |
| const v128_t vk0x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t))); |
| |
| v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi1x01234567 = wasm_i16x8_load8x8(i1); |
| const v128_t vk1x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi1x01234567, vk1x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi2x01234567 = wasm_i16x8_load8x8(i2); |
| const v128_t vk2x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi3x01234567 = wasm_i16x8_load8x8(i3); |
| const v128_t vk3x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi3x01234567, vk3x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi4x01234567 = wasm_i16x8_load8x8(i4); |
| const v128_t vk4x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi5x01234567 = wasm_i16x8_load8x8(i5); |
| const v128_t vk5x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi5x01234567, vk5x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi6x01234567 = wasm_i16x8_load8x8(i6); |
| const v128_t vk6x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi7x01234567 = wasm_i16x8_load8x8(i7); |
| const v128_t vk7x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi7x01234567, vk7x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi8x01234567 = wasm_i16x8_load8x8(i8); |
| const v128_t vk8x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi9x01234567 = wasm_i16x8_load8x8(i9); |
| const v128_t vk9x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi9x01234567, vk9x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi10x01234567 = wasm_i16x8_load8x8(i10); |
| const v128_t vk10x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi11x01234567 = wasm_i16x8_load8x8(i11); |
| const v128_t vk11x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi11x01234567, vk11x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi12x01234567 = wasm_i16x8_load8x8(i12); |
| const v128_t vk12x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi13x01234567 = wasm_i16x8_load8x8(i13); |
| const v128_t vk13x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi13x01234567, vk13x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi14x01234567 = wasm_i16x8_load8x8(i14); |
| const v128_t vk14x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi15x01234567 = wasm_i16x8_load8x8(i15); |
| const v128_t vk15x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi15x01234567, vk15x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi16x01234567 = wasm_i16x8_load8x8(i16); |
| const v128_t vk16x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi17x01234567 = wasm_i16x8_load8x8(i17); |
| const v128_t vk17x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi17x01234567, vk17x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi18x01234567 = wasm_i16x8_load8x8(i18); |
| const v128_t vk18x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi19x01234567 = wasm_i16x8_load8x8(i19); |
| const v128_t vk19x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi19x01234567, vk19x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi20x01234567 = wasm_i16x8_load8x8(i20); |
| const v128_t vk20x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi21x01234567 = wasm_i16x8_load8x8(i21); |
| const v128_t vk21x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi21x01234567, vk21x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi22x01234567 = wasm_i16x8_load8x8(i22); |
| const v128_t vk22x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi23x01234567 = wasm_i16x8_load8x8(i23); |
| const v128_t vk23x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi23x01234567, vk23x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| const v128_t vi24x01234567 = wasm_i16x8_load8x8(i24); |
| const v128_t vk24x01234567 = wasm_i16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(int8_t))); |
| |
| vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567); |
| |
| vacc0123 = wasm_i32x4_add(vacc0123, wasm_i32x4_extend_low_i16x8(vprod01234567)); |
| vacc4567 = wasm_i32x4_add(vacc4567, wasm_i32x4_extend_high_i16x8(vprod01234567)); |
| |
| |
| |
| vacc0123 = wasm_f32x4_convert_i32x4(vacc0123); |
| vacc4567 = wasm_f32x4_convert_i32x4(vacc4567); |
| |
| const v128_t vscale0123 = wasm_v128_load((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t))); |
| const v128_t vscale4567 = wasm_v128_load((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(int8_t) + 4 * sizeof(float))); |
| |
| vacc0123 = wasm_f32x4_mul(vacc0123, vscale0123); |
| vacc4567 = wasm_f32x4_mul(vacc4567, vscale4567); |
| |
| const v128_t vmagic_bias = wasm_v128_load64_splat(params->wasmsimd.magic_bias); |
| vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias); |
| vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias); |
| |
| const v128_t vmagic_min = wasm_v128_load64_splat(params->wasmsimd.magic_min); |
| vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min); |
| vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min); |
| |
| const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->wasmsimd.magic_bias_less_output_zero_point); |
| vacc0123 = wasm_i32x4_sub(vacc0123, vmagic_bias_less_output_zero_point); |
| vacc4567 = wasm_i32x4_sub(vacc4567, vmagic_bias_less_output_zero_point); |
| |
| v128_t vout01234567 = wasm_i16x8_narrow_i32x4(vacc0123, vacc4567); |
| v128_t vout0123456701234567 = wasm_i8x16_narrow_i16x8(vout01234567, vout01234567); |
| |
| const v128_t voutput_max = wasm_v128_load64_splat(params->wasmsimd.output_max); |
| vout0123456701234567 = wasm_i8x16_min(vout0123456701234567, voutput_max); |
| |
| |
| if (c & 4) { |
| *((float*) output) = wasm_f32x4_extract_lane(vout0123456701234567, 0); |
| vout0123456701234567 = wasm_u64x2_shr(vout0123456701234567, 32); |
| output += 4; |
| } |
| uint32_t vout0123 = wasm_i32x4_extract_lane(vout0123456701234567, 0); |
| if (c & 2) { |
| *((uint16_t*) output) = (uint16_t) vout0123; |
| vout0123 >>= 16; |
| output += 2; |
| } |
| if (c & 1) { |
| *output = (int8_t) vout0123; |
| output += 1; |
| } |
| } |
| } |
| |
| output = (int8_t*) ((uintptr_t) output + output_increment); |
| } while (--output_width != 0); |
| } |