// Auto-generated file. Do not edit! // Template: src/qs8-igemm/c8-wasmdot.c.in // Generator: tools/xngen // // Copyright 2023 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/gemm.h" #include "xnnpack/math.h" void xnn_qs8_qc8w_igemm_minmax_fp32_ukernel_2x8c8__wasmusdot_u2( size_t mr, size_t nc, size_t kc, size_t ks, const int8_t** restrict a, const void* restrict w, int8_t* restrict c, size_t cm_stride, size_t cn_stride, size_t a_offset, const int8_t* zero, const union xnn_qs8_qc8w_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(mr != 0); assert(mr <= 2); assert(nc != 0); assert(kc != 0); assert(ks != 0); assert(ks % (2 * sizeof(void*)) == 0); assert(a_offset % sizeof(int8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8 * sizeof(int8_t)); int8_t* c0 = c; int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); if XNN_UNPREDICTABLE(mr != 2) { c1 = c0; } 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); const v128_t vsign_mask = wasm_u8x16_const_splat(UINT8_C(0x80)); XNN_FORCE_REALIZATION(vsign_mask); do { v128_t vacc0x01 = wasm_u64x2_load32x2(w); w = (const int32_t*) w + 2; v128_t vacc0x23 = wasm_u64x2_load32x2(w); w = (const int32_t*) w + 2; v128_t vacc0x45 = wasm_u64x2_load32x2(w); w = (const int32_t*) w + 2; v128_t vacc0x67 = wasm_u64x2_load32x2(w); w = (const int32_t*) w + 2; v128_t vacc1x01 = vacc0x01; v128_t vacc1x23 = vacc0x23; v128_t vacc1x45 = vacc0x45; v128_t vacc1x67 = vacc0x67; size_t p = ks; do { const int8_t* restrict a0 = a[0]; if XNN_UNPREDICTABLE(a0 != zero) { a0 = (const int8_t*) ((uintptr_t) a0 + a_offset); } const int8_t* restrict a1 = a[1]; if XNN_UNPREDICTABLE(a1 != zero) { a1 = (const int8_t*) ((uintptr_t) a1 + a_offset); } a += 2; size_t k = kc; while (k >= 16 * sizeof(int8_t)) { const v128_t va0x01 = wasm_v128_xor(wasm_v128_load64_splat(a0), vsign_mask); const v128_t va0x23 = wasm_v128_xor(wasm_v128_load64_splat((const int8_t*) a0 + 8), vsign_mask); a0 += 16; const v128_t va1x01 = wasm_v128_xor(wasm_v128_load64_splat(a1), vsign_mask); const v128_t va1x23 = wasm_v128_xor(wasm_v128_load64_splat((const int8_t*) a1 + 8), vsign_mask); a1 += 16; const v128_t vb01x01 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb23x01 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb45x01 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb67x01 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb01x23 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb23x23 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb45x23 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb67x23 = wasm_v128_load(w); w = (const int8_t*) w + 16; vacc0x01 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb01x01, va0x01, vacc0x01); vacc0x23 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb23x01, va0x01, vacc0x23); vacc0x45 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb45x01, va0x01, vacc0x45); vacc0x67 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb67x01, va0x01, vacc0x67); vacc1x01 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb01x01, va1x01, vacc1x01); vacc1x23 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb23x01, va1x01, vacc1x23); vacc1x45 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb45x01, va1x01, vacc1x45); vacc1x67 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb67x01, va1x01, vacc1x67); vacc0x01 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb01x23, va0x23, vacc0x01); vacc0x23 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb23x23, va0x23, vacc0x23); vacc0x45 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb45x23, va0x23, vacc0x45); vacc0x67 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb67x23, va0x23, vacc0x67); vacc1x01 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb01x23, va1x23, vacc1x01); vacc1x23 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb23x23, va1x23, vacc1x23); vacc1x45 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb45x23, va1x23, vacc1x45); vacc1x67 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb67x23, va1x23, vacc1x67); k -= 16 * sizeof(int8_t); } if (k != 0) { const v128_t va0x01 = wasm_v128_xor(wasm_v128_load64_splat(a0), vsign_mask); a0 += 8; const v128_t va1x01 = wasm_v128_xor(wasm_v128_load64_splat(a1), vsign_mask); a1 += 8; const v128_t vb01 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb23 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb45 = wasm_v128_load(w); w = (const int8_t*) w + 16; const v128_t vb67 = wasm_v128_load(w); w = (const int8_t*) w + 16; vacc0x01 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb01, va0x01, vacc0x01); vacc0x23 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb23, va0x01, vacc0x23); vacc0x45 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb45, va0x01, vacc0x45); vacc0x67 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb67, va0x01, vacc0x67); vacc1x01 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb01, va1x01, vacc1x01); vacc1x23 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb23, va1x01, vacc1x23); vacc1x45 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb45, va1x01, vacc1x45); vacc1x67 = wasm_i32x4_relaxed_dot_i8x16_i7x16_add(vb67, va1x01, vacc1x67); k -= 8 * sizeof(int8_t); } p -= 2 * sizeof(void*); } while (p != 0); v128_t vacc0x0123 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x01, vacc0x23, 0, 2, 4, 6), wasm_v32x4_shuffle(vacc0x01, vacc0x23, 1, 3, 5, 7)); v128_t vacc0x4567 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x45, vacc0x67, 0, 2, 4, 6), wasm_v32x4_shuffle(vacc0x45, vacc0x67, 1, 3, 5, 7)); v128_t vacc1x0123 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc1x01, vacc1x23, 0, 2, 4, 6), wasm_v32x4_shuffle(vacc1x01, vacc1x23, 1, 3, 5, 7)); v128_t vacc1x4567 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc1x45, vacc1x67, 0, 2, 4, 6), wasm_v32x4_shuffle(vacc1x45, vacc1x67, 1, 3, 5, 7)); vacc0x0123 = wasm_f32x4_convert_i32x4(vacc0x0123); vacc0x4567 = wasm_f32x4_convert_i32x4(vacc0x4567); vacc1x0123 = wasm_f32x4_convert_i32x4(vacc1x0123); vacc1x4567 = wasm_f32x4_convert_i32x4(vacc1x4567); const v128_t vscale0123 = wasm_v128_load(w); w = (const float*) w + 4; const v128_t vscale4567 = wasm_v128_load(w); w = (const float*) w + 4; vacc0x0123 = wasm_f32x4_mul(vacc0x0123, vscale0123); vacc0x4567 = wasm_f32x4_mul(vacc0x4567, vscale4567); vacc1x0123 = wasm_f32x4_mul(vacc1x0123, vscale0123); vacc1x4567 = wasm_f32x4_mul(vacc1x4567, vscale4567); vacc0x0123 = wasm_f32x4_add(vacc0x0123, vmagic_bias); vacc0x4567 = wasm_f32x4_add(vacc0x4567, vmagic_bias); vacc1x0123 = wasm_f32x4_add(vacc1x0123, vmagic_bias); vacc1x4567 = wasm_f32x4_add(vacc1x4567, vmagic_bias); vacc0x0123 = wasm_i32x4_max(vacc0x0123, vmagic_min); vacc0x4567 = wasm_i32x4_max(vacc0x4567, vmagic_min); vacc1x0123 = wasm_i32x4_max(vacc1x0123, vmagic_min); vacc1x4567 = wasm_i32x4_max(vacc1x4567, vmagic_min); vacc0x0123 = wasm_i32x4_sub(vacc0x0123, vmagic_bias_less_output_zero_point); vacc0x4567 = wasm_i32x4_sub(vacc0x4567, vmagic_bias_less_output_zero_point); vacc1x0123 = wasm_i32x4_sub(vacc1x0123, vmagic_bias_less_output_zero_point); vacc1x4567 = wasm_i32x4_sub(vacc1x4567, vmagic_bias_less_output_zero_point); v128_t vacc0x01234567 = wasm_i16x8_narrow_i32x4(vacc0x0123, vacc0x4567); v128_t vacc1x01234567 = wasm_i16x8_narrow_i32x4(vacc1x0123, vacc1x4567); v128_t vout0x01234567_1x01234567 = wasm_i8x16_narrow_i16x8(vacc0x01234567, vacc1x01234567); vout0x01234567_1x01234567 = wasm_i8x16_min(vout0x01234567_1x01234567, voutput_max); if (nc >= 8) { wasm_v128_store64_lane(c1, vout0x01234567_1x01234567, 1); wasm_v128_store64_lane(c0, vout0x01234567_1x01234567, 0); c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); a = (const int8_t**restrict) ((uintptr_t) a - ks); nc -= 8; } else { if (nc & 4) { wasm_v128_store32_lane(c1, vout0x01234567_1x01234567, 2); c1 += 4; wasm_v128_store32_lane(c0, vout0x01234567_1x01234567, 0); c0 += 4; vout0x01234567_1x01234567 = wasm_u64x2_shr(vout0x01234567_1x01234567, 32); } if (nc & 2) { wasm_v128_store16_lane(c1, vout0x01234567_1x01234567, 4); c1 += 2; wasm_v128_store16_lane(c0, vout0x01234567_1x01234567, 0); c0 += 2; vout0x01234567_1x01234567 = wasm_u32x4_shr(vout0x01234567_1x01234567, 16); } if (nc & 1) { wasm_v128_store8_lane(c1, vout0x01234567_1x01234567, 8); wasm_v128_store8_lane(c0, vout0x01234567_1x01234567, 0); } nc = 0; } } while (nc != 0); }