// 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 #include #include "xnnpack/dwconv.h" #include "xnnpack/math.h" void xnn_qu8_dwconv_minmax_fp32_ukernel_25p8c__wasmsimd_mul16( size_t channels, size_t output_width, const uint8_t** input, const void* weights, uint8_t* output, intptr_t input_stride, size_t output_increment, size_t input_offset, const uint8_t* zero, const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(channels != 0); assert(output_width != 0); const v128_t vkernel_zero_point = wasm_u32x4_splat(params->fp32_scalar.kernel_zero_point); XNN_FORCE_REALIZATION(vkernel_zero_point); const v128_t vscale = wasm_v128_load32_splat(¶ms->fp32_scalar.scale); XNN_FORCE_REALIZATION(vscale); const v128_t vmagic_bias = wasm_f32x4_const_splat(12582912.0f); const int32_t output_min_less_zero_point = (int32_t) params->fp32_scalar.output_min - (int32_t) params->fp32_scalar.output_zero_point; const v128_t vmagic_min = wasm_i32x4_splat((int32_t) float_as_uint32(12582912.0f + output_min_less_zero_point)); const v128_t vmagic_bias_less_output_zero_point = wasm_i32x4_splat(INT32_C(0x4B400000) - (int32_t) params->fp32_scalar.output_zero_point); const v128_t voutput_max = wasm_i8x16_splat(params->fp32_scalar.output_max); XNN_FORCE_REALIZATION(vmagic_bias); XNN_FORCE_REALIZATION(vmagic_min); XNN_FORCE_REALIZATION(vmagic_bias_less_output_zero_point); XNN_FORCE_REALIZATION(voutput_max); do { const uint8_t* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const uint8_t*) ((uintptr_t) i0 + input_offset); } const uint8_t* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const uint8_t*) ((uintptr_t) i1 + input_offset); } const uint8_t* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const uint8_t*) ((uintptr_t) i2 + input_offset); } const uint8_t* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const uint8_t*) ((uintptr_t) i3 + input_offset); } const uint8_t* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const uint8_t*) ((uintptr_t) i4 + input_offset); } const uint8_t* i5 = input[5]; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const uint8_t*) ((uintptr_t) i5 + input_offset); } const uint8_t* i6 = input[6]; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const uint8_t*) ((uintptr_t) i6 + input_offset); } const uint8_t* i7 = input[7]; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const uint8_t*) ((uintptr_t) i7 + input_offset); } const uint8_t* i8 = input[8]; assert(i8 != NULL); if XNN_UNPREDICTABLE(i8 != zero) { i8 = (const uint8_t*) ((uintptr_t) i8 + input_offset); } const uint8_t* i9 = input[9]; assert(i9 != NULL); if XNN_UNPREDICTABLE(i9 != zero) { i9 = (const uint8_t*) ((uintptr_t) i9 + input_offset); } const uint8_t* i10 = input[10]; assert(i10 != NULL); if XNN_UNPREDICTABLE(i10 != zero) { i10 = (const uint8_t*) ((uintptr_t) i10 + input_offset); } const uint8_t* i11 = input[11]; assert(i11 != NULL); if XNN_UNPREDICTABLE(i11 != zero) { i11 = (const uint8_t*) ((uintptr_t) i11 + input_offset); } const uint8_t* i12 = input[12]; assert(i12 != NULL); if XNN_UNPREDICTABLE(i12 != zero) { i12 = (const uint8_t*) ((uintptr_t) i12 + input_offset); } const uint8_t* i13 = input[13]; assert(i13 != NULL); if XNN_UNPREDICTABLE(i13 != zero) { i13 = (const uint8_t*) ((uintptr_t) i13 + input_offset); } const uint8_t* i14 = input[14]; assert(i14 != NULL); if XNN_UNPREDICTABLE(i14 != zero) { i14 = (const uint8_t*) ((uintptr_t) i14 + input_offset); } const uint8_t* i15 = input[15]; assert(i15 != NULL); if XNN_UNPREDICTABLE(i15 != zero) { i15 = (const uint8_t*) ((uintptr_t) i15 + input_offset); } const uint8_t* i16 = input[16]; assert(i16 != NULL); if XNN_UNPREDICTABLE(i16 != zero) { i16 = (const uint8_t*) ((uintptr_t) i16 + input_offset); } const uint8_t* i17 = input[17]; assert(i17 != NULL); if XNN_UNPREDICTABLE(i17 != zero) { i17 = (const uint8_t*) ((uintptr_t) i17 + input_offset); } const uint8_t* i18 = input[18]; assert(i18 != NULL); if XNN_UNPREDICTABLE(i18 != zero) { i18 = (const uint8_t*) ((uintptr_t) i18 + input_offset); } const uint8_t* i19 = input[19]; assert(i19 != NULL); if XNN_UNPREDICTABLE(i19 != zero) { i19 = (const uint8_t*) ((uintptr_t) i19 + input_offset); } const uint8_t* i20 = input[20]; assert(i20 != NULL); if XNN_UNPREDICTABLE(i20 != zero) { i20 = (const uint8_t*) ((uintptr_t) i20 + input_offset); } const uint8_t* i21 = input[21]; assert(i21 != NULL); if XNN_UNPREDICTABLE(i21 != zero) { i21 = (const uint8_t*) ((uintptr_t) i21 + input_offset); } const uint8_t* i22 = input[22]; assert(i22 != NULL); if XNN_UNPREDICTABLE(i22 != zero) { i22 = (const uint8_t*) ((uintptr_t) i22 + input_offset); } const uint8_t* i23 = input[23]; assert(i23 != NULL); if XNN_UNPREDICTABLE(i23 != zero) { i23 = (const uint8_t*) ((uintptr_t) i23 + input_offset); } const uint8_t* i24 = input[24]; assert(i24 != NULL); if XNN_UNPREDICTABLE(i24 != zero) { i24 = (const uint8_t*) ((uintptr_t) i24 + input_offset); } input = (const uint8_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_u16x8_load8x8(i0); const v128_t vk0x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(uint8_t))); i0 += 8; v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi1x01234567 = wasm_u16x8_load8x8(i1); const v128_t vk1x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(uint8_t))); v128_t vsumx01234567 = wasm_i16x8_add(vi0x01234567, vi1x01234567); i1 += 8; vprod01234567 = wasm_i16x8_mul(vi1x01234567, vk1x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi2x01234567 = wasm_u16x8_load8x8(i2); const v128_t vk2x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi2x01234567); i2 += 8; vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi3x01234567 = wasm_u16x8_load8x8(i3); const v128_t vk3x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi3x01234567); i3 += 8; vprod01234567 = wasm_i16x8_mul(vi3x01234567, vk3x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi4x01234567 = wasm_u16x8_load8x8(i4); const v128_t vk4x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi4x01234567); i4 += 8; vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi5x01234567 = wasm_u16x8_load8x8(i5); const v128_t vk5x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi5x01234567); i5 += 8; vprod01234567 = wasm_i16x8_mul(vi5x01234567, vk5x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi6x01234567 = wasm_u16x8_load8x8(i6); const v128_t vk6x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi6x01234567); i6 += 8; vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi7x01234567 = wasm_u16x8_load8x8(i7); const v128_t vk7x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi7x01234567); i7 += 8; vprod01234567 = wasm_i16x8_mul(vi7x01234567, vk7x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi8x01234567 = wasm_u16x8_load8x8(i8); const v128_t vk8x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi8x01234567); i8 += 8; vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi9x01234567 = wasm_u16x8_load8x8(i9); const v128_t vk9x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi9x01234567); i9 += 8; vprod01234567 = wasm_i16x8_mul(vi9x01234567, vk9x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi10x01234567 = wasm_u16x8_load8x8(i10); const v128_t vk10x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi10x01234567); i10 += 8; vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi11x01234567 = wasm_u16x8_load8x8(i11); const v128_t vk11x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi11x01234567); i11 += 8; vprod01234567 = wasm_i16x8_mul(vi11x01234567, vk11x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi12x01234567 = wasm_u16x8_load8x8(i12); const v128_t vk12x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi12x01234567); i12 += 8; vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi13x01234567 = wasm_u16x8_load8x8(i13); const v128_t vk13x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi13x01234567); i13 += 8; vprod01234567 = wasm_i16x8_mul(vi13x01234567, vk13x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi14x01234567 = wasm_u16x8_load8x8(i14); const v128_t vk14x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi14x01234567); i14 += 8; vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi15x01234567 = wasm_u16x8_load8x8(i15); const v128_t vk15x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi15x01234567); i15 += 8; vprod01234567 = wasm_i16x8_mul(vi15x01234567, vk15x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi16x01234567 = wasm_u16x8_load8x8(i16); const v128_t vk16x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi16x01234567); i16 += 8; vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi17x01234567 = wasm_u16x8_load8x8(i17); const v128_t vk17x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi17x01234567); i17 += 8; vprod01234567 = wasm_i16x8_mul(vi17x01234567, vk17x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi18x01234567 = wasm_u16x8_load8x8(i18); const v128_t vk18x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi18x01234567); i18 += 8; vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi19x01234567 = wasm_u16x8_load8x8(i19); const v128_t vk19x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi19x01234567); i19 += 8; vprod01234567 = wasm_i16x8_mul(vi19x01234567, vk19x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi20x01234567 = wasm_u16x8_load8x8(i20); const v128_t vk20x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi20x01234567); i20 += 8; vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi21x01234567 = wasm_u16x8_load8x8(i21); const v128_t vk21x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi21x01234567); i21 += 8; vprod01234567 = wasm_i16x8_mul(vi21x01234567, vk21x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi22x01234567 = wasm_u16x8_load8x8(i22); const v128_t vk22x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi22x01234567); i22 += 8; vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi23x01234567 = wasm_u16x8_load8x8(i23); const v128_t vk23x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi23x01234567); i23 += 8; vprod01234567 = wasm_i16x8_mul(vi23x01234567, vk23x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi24x01234567 = wasm_u16x8_load8x8(i24); const v128_t vk24x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi24x01234567); i24 += 8; vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); vacc0123 = wasm_i32x4_sub(vacc0123, wasm_i32x4_mul(wasm_u32x4_extend_low_u16x8(vsumx01234567), vkernel_zero_point)); vacc4567 = wasm_i32x4_sub(vacc4567, wasm_i32x4_mul(wasm_u32x4_extend_high_u16x8(vsumx01234567), vkernel_zero_point)); w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 200 * sizeof(uint8_t)); vacc0123 = wasm_f32x4_convert_i32x4(vacc0123); vacc4567 = wasm_f32x4_convert_i32x4(vacc4567); vacc0123 = wasm_f32x4_mul(vacc0123, vscale); vacc4567 = wasm_f32x4_mul(vacc4567, vscale); vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias); vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias); vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min); vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min); 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_u8x16_narrow_i16x8(vout01234567, vout01234567); vout0123456701234567 = wasm_u8x16_min(vout0123456701234567, voutput_max); wasm_v128_store64_lane(output, 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_u16x8_load8x8(i0); const v128_t vk0x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(uint8_t))); v128_t vprod01234567 = wasm_i16x8_mul(vi0x01234567, vk0x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi1x01234567 = wasm_u16x8_load8x8(i1); const v128_t vk1x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(uint8_t))); v128_t vsumx01234567 = wasm_i16x8_add(vi0x01234567, vi1x01234567); vprod01234567 = wasm_i16x8_mul(vi1x01234567, vk1x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi2x01234567 = wasm_u16x8_load8x8(i2); const v128_t vk2x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi2x01234567); vprod01234567 = wasm_i16x8_mul(vi2x01234567, vk2x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi3x01234567 = wasm_u16x8_load8x8(i3); const v128_t vk3x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi3x01234567); vprod01234567 = wasm_i16x8_mul(vi3x01234567, vk3x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi4x01234567 = wasm_u16x8_load8x8(i4); const v128_t vk4x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi4x01234567); vprod01234567 = wasm_i16x8_mul(vi4x01234567, vk4x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi5x01234567 = wasm_u16x8_load8x8(i5); const v128_t vk5x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi5x01234567); vprod01234567 = wasm_i16x8_mul(vi5x01234567, vk5x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi6x01234567 = wasm_u16x8_load8x8(i6); const v128_t vk6x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi6x01234567); vprod01234567 = wasm_i16x8_mul(vi6x01234567, vk6x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi7x01234567 = wasm_u16x8_load8x8(i7); const v128_t vk7x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi7x01234567); vprod01234567 = wasm_i16x8_mul(vi7x01234567, vk7x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi8x01234567 = wasm_u16x8_load8x8(i8); const v128_t vk8x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi8x01234567); vprod01234567 = wasm_i16x8_mul(vi8x01234567, vk8x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi9x01234567 = wasm_u16x8_load8x8(i9); const v128_t vk9x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi9x01234567); vprod01234567 = wasm_i16x8_mul(vi9x01234567, vk9x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi10x01234567 = wasm_u16x8_load8x8(i10); const v128_t vk10x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 80 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi10x01234567); vprod01234567 = wasm_i16x8_mul(vi10x01234567, vk10x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi11x01234567 = wasm_u16x8_load8x8(i11); const v128_t vk11x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 88 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi11x01234567); vprod01234567 = wasm_i16x8_mul(vi11x01234567, vk11x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi12x01234567 = wasm_u16x8_load8x8(i12); const v128_t vk12x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 96 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi12x01234567); vprod01234567 = wasm_i16x8_mul(vi12x01234567, vk12x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi13x01234567 = wasm_u16x8_load8x8(i13); const v128_t vk13x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 104 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi13x01234567); vprod01234567 = wasm_i16x8_mul(vi13x01234567, vk13x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi14x01234567 = wasm_u16x8_load8x8(i14); const v128_t vk14x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 112 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi14x01234567); vprod01234567 = wasm_i16x8_mul(vi14x01234567, vk14x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi15x01234567 = wasm_u16x8_load8x8(i15); const v128_t vk15x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 120 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi15x01234567); vprod01234567 = wasm_i16x8_mul(vi15x01234567, vk15x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi16x01234567 = wasm_u16x8_load8x8(i16); const v128_t vk16x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 128 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi16x01234567); vprod01234567 = wasm_i16x8_mul(vi16x01234567, vk16x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi17x01234567 = wasm_u16x8_load8x8(i17); const v128_t vk17x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 136 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi17x01234567); vprod01234567 = wasm_i16x8_mul(vi17x01234567, vk17x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi18x01234567 = wasm_u16x8_load8x8(i18); const v128_t vk18x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi18x01234567); vprod01234567 = wasm_i16x8_mul(vi18x01234567, vk18x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi19x01234567 = wasm_u16x8_load8x8(i19); const v128_t vk19x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 152 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi19x01234567); vprod01234567 = wasm_i16x8_mul(vi19x01234567, vk19x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi20x01234567 = wasm_u16x8_load8x8(i20); const v128_t vk20x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 160 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi20x01234567); vprod01234567 = wasm_i16x8_mul(vi20x01234567, vk20x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi21x01234567 = wasm_u16x8_load8x8(i21); const v128_t vk21x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 168 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi21x01234567); vprod01234567 = wasm_i16x8_mul(vi21x01234567, vk21x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi22x01234567 = wasm_u16x8_load8x8(i22); const v128_t vk22x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 176 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi22x01234567); vprod01234567 = wasm_i16x8_mul(vi22x01234567, vk22x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi23x01234567 = wasm_u16x8_load8x8(i23); const v128_t vk23x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 184 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi23x01234567); vprod01234567 = wasm_i16x8_mul(vi23x01234567, vk23x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); const v128_t vi24x01234567 = wasm_u16x8_load8x8(i24); const v128_t vk24x01234567 = wasm_u16x8_load8x8((const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 192 * sizeof(uint8_t))); vsumx01234567 = wasm_i16x8_add(vsumx01234567, vi24x01234567); vprod01234567 = wasm_i16x8_mul(vi24x01234567, vk24x01234567); vacc0123 = wasm_i32x4_add(vacc0123, wasm_u32x4_extend_low_u16x8(vprod01234567)); vacc4567 = wasm_i32x4_add(vacc4567, wasm_u32x4_extend_high_u16x8(vprod01234567)); vacc0123 = wasm_i32x4_sub(vacc0123, wasm_i32x4_mul(wasm_u32x4_extend_low_u16x8(vsumx01234567), vkernel_zero_point)); vacc4567 = wasm_i32x4_sub(vacc4567, wasm_i32x4_mul(wasm_u32x4_extend_high_u16x8(vsumx01234567), vkernel_zero_point)); vacc0123 = wasm_f32x4_convert_i32x4(vacc0123); vacc4567 = wasm_f32x4_convert_i32x4(vacc4567); vacc0123 = wasm_f32x4_mul(vacc0123, vscale); vacc4567 = wasm_f32x4_mul(vacc4567, vscale); vacc0123 = wasm_f32x4_add(vacc0123, vmagic_bias); vacc4567 = wasm_f32x4_add(vacc4567, vmagic_bias); vacc0123 = wasm_i32x4_max(vacc0123, vmagic_min); vacc4567 = wasm_i32x4_max(vacc4567, vmagic_min); 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_u8x16_narrow_i16x8(vout01234567, vout01234567); vout0123456701234567 = wasm_u8x16_min(vout0123456701234567, voutput_max); if (c & 4) { wasm_v128_store32_lane(output, vout0123456701234567, 0); vout0123456701234567 = wasm_u64x2_shr(vout0123456701234567, 32); output += 4; } if (c & 2) { wasm_v128_store16_lane(output, vout0123456701234567, 0); vout0123456701234567 = wasm_u32x4_shr(vout0123456701234567, 16); output += 2; } if (c & 1) { wasm_v128_store8_lane(output, vout0123456701234567, 0); output += 1; } } } output = (uint8_t*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }