// Auto-generated file. Do not edit! // Template: src/qs8-gemm/MRx4c8-wasmsimd.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 #include void xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64( size_t mr, size_t nc, size_t kc, const int8_t* restrict a, size_t a_stride, const void* restrict w, int8_t* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(mr != 0); assert(mr <= 1); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(int8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8); const int8_t* a0 = a; int8_t* c0 = c; const v128_t vzero = wasm_f64x2_splat(0.0); do { v128_t vacc0x0 = wasm_f32x4_replace_lane(vzero, 0, ((const float*) w)[0]); v128_t vacc0x1 = wasm_f32x4_replace_lane(vzero, 0, ((const float*) w)[1]); v128_t vacc0x2 = wasm_f32x4_replace_lane(vzero, 0, ((const float*) w)[2]); v128_t vacc0x3 = wasm_f32x4_replace_lane(vzero, 0, ((const float*) w)[3]); w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t)); size_t k = 0; while (k < kc) { const v128_t vxa0 = wasm_i16x8_load_8x8(a0); a0 += 8; const v128_t vxb0 = wasm_i16x8_load_8x8(w); const v128_t vprod0x0 = wasm_i16x8_mul(vxa0, vxb0); vacc0x0 = wasm_i32x4_add(vacc0x0, wasm_i32x4_widen_low_i16x8(vprod0x0)); vacc0x0 = wasm_i32x4_add(vacc0x0, wasm_i32x4_widen_high_i16x8(vprod0x0)); const v128_t vxb1 = wasm_i16x8_load_8x8((const void*) ((uintptr_t) w + 8 * sizeof(int8_t))); const v128_t vprod0x1 = wasm_i16x8_mul(vxa0, vxb1); vacc0x1 = wasm_i32x4_add(vacc0x1, wasm_i32x4_widen_low_i16x8(vprod0x1)); vacc0x1 = wasm_i32x4_add(vacc0x1, wasm_i32x4_widen_high_i16x8(vprod0x1)); const v128_t vxb2 = wasm_i16x8_load_8x8((const void*) ((uintptr_t) w + 16 * sizeof(int8_t))); const v128_t vprod0x2 = wasm_i16x8_mul(vxa0, vxb2); vacc0x2 = wasm_i32x4_add(vacc0x2, wasm_i32x4_widen_low_i16x8(vprod0x2)); vacc0x2 = wasm_i32x4_add(vacc0x2, wasm_i32x4_widen_high_i16x8(vprod0x2)); const v128_t vxb3 = wasm_i16x8_load_8x8((const void*) ((uintptr_t) w + 24 * sizeof(int8_t))); const v128_t vprod0x3 = wasm_i16x8_mul(vxa0, vxb3); vacc0x3 = wasm_i32x4_add(vacc0x3, wasm_i32x4_widen_low_i16x8(vprod0x3)); vacc0x3 = wasm_i32x4_add(vacc0x3, wasm_i32x4_widen_high_i16x8(vprod0x3)); w = (const void*) ((uintptr_t) w + 32 * sizeof(int8_t)); k += 8 * sizeof(int8_t); } const v128_t vacc0x02 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x0, vacc0x2, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc0x0, vacc0x2, 2, 6, 3, 7)); const v128_t vacc0x13 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x1, vacc0x3, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc0x1, vacc0x3, 2, 6, 3, 7)); v128_t vacc0x0123 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x02, vacc0x13, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc0x02, vacc0x13, 2, 6, 3, 7)); const v128_t vsign0x0123 = wasm_i32x4_lt(vacc0x0123, vzero); const v128_t vacc0x01 = wasm_v32x4_shuffle(vacc0x0123, vsign0x0123, 0, 4, 1, 5); const v128_t vmultiplier = wasm_v128_load(params->wasmsimd.multiplier); const v128_t vrounding = wasm_v128_load(params->wasmsimd.rounding); const v128_t vprod0x01 = wasm_i64x2_add(wasm_i64x2_mul(vacc0x01, vmultiplier), vrounding); const v128_t vacc0x23 = wasm_v32x4_shuffle(vacc0x0123, vsign0x0123, 2, 6, 3, 7); const v128_t vprod0x23 = wasm_i64x2_add(wasm_i64x2_mul(vacc0x23, vmultiplier), vrounding); const v128_t vq31prod0x0123 = wasm_v32x4_shuffle(vprod0x01, vprod0x23, 1, 3, 5, 7); const v128_t vremainder_mask = wasm_v128_load(params->wasmsimd.remainder_mask); const v128_t vrem0x0123 = wasm_i32x4_add(wasm_v128_and(vq31prod0x0123, vremainder_mask), wasm_i32x4_lt(vq31prod0x0123, vzero)); const v128_t vthreshold = wasm_v128_load(params->wasmsimd.remainder_threshold); const int32_t vshift = params->wasmsimd.shift; vacc0x0123 = wasm_i32x4_sub(wasm_i32x4_shr(vq31prod0x0123, vshift), wasm_i32x4_gt(vrem0x0123, vthreshold)); const v128_t voutput_zero_point = wasm_v128_load(params->wasmsimd.output_zero_point); v128_t vacc00x0123 = wasm_i16x8_add_saturate(wasm_i16x8_narrow_i32x4(vacc0x0123, vacc0x0123), voutput_zero_point); v128_t vout = wasm_i8x16_narrow_i16x8(vacc00x0123, vacc00x0123); const v128_t voutput_min = wasm_v128_load(params->wasmsimd.output_min); vout = wasm_i8x16_max(vout, voutput_min); const v128_t voutput_max = wasm_v128_load(params->wasmsimd.output_max); vout = wasm_i8x16_min(vout, voutput_max); if (nc >= 4) { *((float*) c0) = (float) wasm_f32x4_extract_lane(vout, 0); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); a0 = (const int8_t*) ((uintptr_t) a0 - kc); nc -= 4; } else { if (nc & 2) { *((uint16_t*) c0) = (uint16_t) wasm_i16x8_extract_lane(vout, 0); c0 += 2; vout = wasm_u32x4_shr(vout, 16); } if (nc & 1) { *c0 = (int8_t) wasm_i8x16_extract_lane(vout, 0); } nc = 0; } } while (nc != 0); }