// 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_qd8_f32_qc8w_igemm_minmax_ukernel_1x8c8__wasmusdot( size_t mr, size_t nc, size_t kc, size_t ks, const int8_t** restrict a, const void* restrict w, float* restrict c, size_t cm_stride, size_t cn_stride, size_t a_offset, const int8_t* zero, const int8_t* zero_data, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)], const struct xnn_qd8_quantization_params quantization_params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(mr != 0); assert(mr <= 1); assert(nc != 0); assert(kc != 0); assert(ks != 0); assert(ks % (1 * 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)); float* c0 = c; 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); const v128_t vsign_mask = wasm_u8x16_const_splat(UINT8_C(0x80)); XNN_FORCE_REALIZATION(vsign_mask); do { const v128_t vinput_zero_point = wasm_i32x4_splat((int32_t) quantization_params->zero_point + 128); v128_t vksum0123 = wasm_v128_load(w); w = (const int32_t*) w + 4; v128_t vsum0x0123 = wasm_i32x4_mul(vksum0123, vinput_zero_point); v128_t vacc0x01 = wasm_u64x2_extend_low_u32x4(vsum0x0123); v128_t vacc0x23 = wasm_u64x2_extend_high_u32x4(vsum0x0123); v128_t vksum4567 = wasm_v128_load(w); w = (const int32_t*) w + 4; v128_t vsum0x4567 = wasm_i32x4_mul(vksum4567, vinput_zero_point); v128_t vacc0x45 = wasm_u64x2_extend_low_u32x4(vsum0x4567); v128_t vacc0x67 = wasm_u64x2_extend_high_u32x4(vsum0x4567); 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); } else { a0 = zero_data; } a += 1; size_t k = kc; while (k != 0) { const v128_t va0x01 = wasm_v128_xor(wasm_v128_load64_splat(a0), vsign_mask); a0 += 8; 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; 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); k -= 8 * sizeof(int8_t); } p -= 1 * 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)); vacc0x0123 = wasm_f32x4_convert_i32x4(vacc0x0123); vacc0x4567 = wasm_f32x4_convert_i32x4(vacc0x4567); const v128_t vinput_scale = wasm_v128_load32_splat(&quantization_params->inv_scale); vacc0x0123 = wasm_f32x4_mul(vacc0x0123, vinput_scale); vacc0x4567 = wasm_f32x4_mul(vacc0x4567, vinput_scale); const v128_t vfilter_output_scale0123 = wasm_v128_load(w); w = (const float*) w + 4; const v128_t vfilter_output_scale4567 = wasm_v128_load(w); w = (const float*) w + 4; vacc0x0123 = wasm_f32x4_mul(vacc0x0123, vfilter_output_scale0123); vacc0x4567 = wasm_f32x4_mul(vacc0x4567, vfilter_output_scale4567); const v128_t vbias0123 = wasm_v128_load(w); w = (const float*) w + 4; const v128_t vbias4567 = wasm_v128_load(w); w = (const float*) w + 4; vacc0x0123 = wasm_f32x4_add(vacc0x0123, vbias0123); vacc0x4567 = wasm_f32x4_add(vacc0x4567, vbias4567); vacc0x0123 = wasm_f32x4_pmax(vacc0x0123, vmin); vacc0x4567 = wasm_f32x4_pmax(vacc0x4567, vmin); vacc0x0123 = wasm_f32x4_pmin(vacc0x0123, vmax); vacc0x4567 = wasm_f32x4_pmin(vacc0x4567, vmax); if XNN_LIKELY(nc >= 8) { wasm_v128_store(c0, vacc0x0123); wasm_v128_store(c0 + 4, vacc0x4567); c0 = (float*) ((uintptr_t) c0 + cn_stride); a = (const int8_t**restrict) ((uintptr_t) a - ks); nc -= 8; } else { if (nc & 4) { wasm_v128_store(c0, vacc0x0123); vacc0x0123 = vacc0x4567; c0 += 4; } if (nc & 2) { wasm_v128_store64_lane(c0, vacc0x0123, 0); vacc0x0123 = wasm_v64x2_shuffle(vacc0x0123, vacc0x0123, 1, 1); c0 += 2; } if (nc & 1) { wasm_v128_store32_lane(c0, vacc0x0123, 0); } nc = 0; } } while (nc != 0); }