// Auto-generated file. Do not edit! // Template: src/x8-packw/scalar.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 #include "xnnpack/math.h" #include "xnnpack/packw.h" #include "xnnpack/unaligned.h" void xnn_x8_packw_gemm_goi_ukernel_x16__scalar_u2( size_t g, size_t nc, size_t kc, size_t nr, size_t kr, size_t sr, const int8_t* weights, const uint32_t* bias, const void* scale, int8_t* packed_weights, size_t extra_bytes, const void* params) { assert(g != 0); assert(nc != 0); assert(kc != 0); assert(nr == 16); // This kernel is for NR=16 assert(kr == 1); assert(sr == 1); assert(weights != NULL); assert(packed_weights != NULL); int8_t* out = (int8_t*) packed_weights; const uint32_t* b = (const uint32_t*) bias; do { // NC main loop multiple of 16 const int8_t* w0 = (const int8_t*) weights; size_t n = nc; for (;n >= 16; n -= 16) { if XNN_LIKELY(b != NULL) { unaligned_store_s32(out + 0 * sizeof(int32_t), b[0]); unaligned_store_s32(out + 1 * sizeof(int32_t), b[1]); unaligned_store_s32(out + 2 * sizeof(int32_t), b[2]); unaligned_store_s32(out + 3 * sizeof(int32_t), b[3]); unaligned_store_s32(out + 4 * sizeof(int32_t), b[4]); unaligned_store_s32(out + 5 * sizeof(int32_t), b[5]); unaligned_store_s32(out + 6 * sizeof(int32_t), b[6]); unaligned_store_s32(out + 7 * sizeof(int32_t), b[7]); unaligned_store_s32(out + 8 * sizeof(int32_t), b[8]); unaligned_store_s32(out + 9 * sizeof(int32_t), b[9]); unaligned_store_s32(out + 10 * sizeof(int32_t), b[10]); unaligned_store_s32(out + 11 * sizeof(int32_t), b[11]); unaligned_store_s32(out + 12 * sizeof(int32_t), b[12]); unaligned_store_s32(out + 13 * sizeof(int32_t), b[13]); unaligned_store_s32(out + 14 * sizeof(int32_t), b[14]); unaligned_store_s32(out + 15 * sizeof(int32_t), b[15]); b += 16; } else { unaligned_store_s32(out + 0 * sizeof(int32_t), 0); unaligned_store_s32(out + 1 * sizeof(int32_t), 0); unaligned_store_s32(out + 2 * sizeof(int32_t), 0); unaligned_store_s32(out + 3 * sizeof(int32_t), 0); unaligned_store_s32(out + 4 * sizeof(int32_t), 0); unaligned_store_s32(out + 5 * sizeof(int32_t), 0); unaligned_store_s32(out + 6 * sizeof(int32_t), 0); unaligned_store_s32(out + 7 * sizeof(int32_t), 0); unaligned_store_s32(out + 8 * sizeof(int32_t), 0); unaligned_store_s32(out + 9 * sizeof(int32_t), 0); unaligned_store_s32(out + 10 * sizeof(int32_t), 0); unaligned_store_s32(out + 11 * sizeof(int32_t), 0); unaligned_store_s32(out + 12 * sizeof(int32_t), 0); unaligned_store_s32(out + 13 * sizeof(int32_t), 0); unaligned_store_s32(out + 14 * sizeof(int32_t), 0); unaligned_store_s32(out + 15 * sizeof(int32_t), 0); } out += 16 * sizeof(uint32_t); const int8_t* w1 = w0 + kc; const int8_t* w2 = w1 + kc; const int8_t* w3 = w2 + kc; const int8_t* w4 = w3 + kc; const int8_t* w5 = w4 + kc; const int8_t* w6 = w5 + kc; const int8_t* w7 = w6 + kc; const int8_t* w8 = w7 + kc; const int8_t* w9 = w8 + kc; const int8_t* w10 = w9 + kc; const int8_t* w11 = w10 + kc; const int8_t* w12 = w11 + kc; const int8_t* w13 = w12 + kc; const int8_t* w14 = w13 + kc; const int8_t* w15 = w14 + kc; // KC main loop multiple of 16x2 size_t k = kc; for (; k >= 2; k -= 2) { const int8_t v00 = w0[0]; const int8_t v01 = w0[1]; w0 += 2; const int8_t v10 = w1[0]; const int8_t v11 = w1[1]; w1 += 2; const int8_t v20 = w2[0]; const int8_t v21 = w2[1]; w2 += 2; const int8_t v30 = w3[0]; const int8_t v31 = w3[1]; w3 += 2; const int8_t v40 = w4[0]; const int8_t v41 = w4[1]; w4 += 2; const int8_t v50 = w5[0]; const int8_t v51 = w5[1]; w5 += 2; const int8_t v60 = w6[0]; const int8_t v61 = w6[1]; w6 += 2; const int8_t v70 = w7[0]; const int8_t v71 = w7[1]; w7 += 2; const int8_t v80 = w8[0]; const int8_t v81 = w8[1]; w8 += 2; const int8_t v90 = w9[0]; const int8_t v91 = w9[1]; w9 += 2; const int8_t v100 = w10[0]; const int8_t v101 = w10[1]; w10 += 2; const int8_t v110 = w11[0]; const int8_t v111 = w11[1]; w11 += 2; const int8_t v120 = w12[0]; const int8_t v121 = w12[1]; w12 += 2; const int8_t v130 = w13[0]; const int8_t v131 = w13[1]; w13 += 2; const int8_t v140 = w14[0]; const int8_t v141 = w14[1]; w14 += 2; const int8_t v150 = w15[0]; const int8_t v151 = w15[1]; w15 += 2; out[0] = v00; out[1] = v10; out[2] = v20; out[3] = v30; out[4] = v40; out[5] = v50; out[6] = v60; out[7] = v70; out[8] = v80; out[9] = v90; out[10] = v100; out[11] = v110; out[12] = v120; out[13] = v130; out[14] = v140; out[15] = v150; out[16] = v01; out[17] = v11; out[18] = v21; out[19] = v31; out[20] = v41; out[21] = v51; out[22] = v61; out[23] = v71; out[24] = v81; out[25] = v91; out[26] = v101; out[27] = v111; out[28] = v121; out[29] = v131; out[30] = v141; out[31] = v151; out += 32; } // KC remainder for (; k != 0; --k) { const int8_t v0 = *w0++; out[0] = v0; const int8_t v1 = *w1++; out[1] = v1; const int8_t v2 = *w2++; out[2] = v2; const int8_t v3 = *w3++; out[3] = v3; const int8_t v4 = *w4++; out[4] = v4; const int8_t v5 = *w5++; out[5] = v5; const int8_t v6 = *w6++; out[6] = v6; const int8_t v7 = *w7++; out[7] = v7; const int8_t v8 = *w8++; out[8] = v8; const int8_t v9 = *w9++; out[9] = v9; const int8_t v10 = *w10++; out[10] = v10; const int8_t v11 = *w11++; out[11] = v11; const int8_t v12 = *w12++; out[12] = v12; const int8_t v13 = *w13++; out[13] = v13; const int8_t v14 = *w14++; out[14] = v14; const int8_t v15 = *w15++; out[15] = v15; out += 16; } out = (int8_t*) ((uintptr_t) out + extra_bytes); w0 = w15; } // NC remainder (1..15) if XNN_UNLIKELY(n != 0) { if XNN_LIKELY(b != NULL) { size_t nb = n; do { unaligned_store_s32(out, *b++); out += sizeof(uint32_t); } while (--nb != 0); } else { size_t nb = n; do { unaligned_store_s32(out, 0); out += sizeof(uint32_t); } while (--nb != 0); } out += (16 - n) * sizeof(uint32_t); // NR remainder has less than 16 rows so last row is not loaded const int8_t* w1 = w0 + kc; if XNN_UNPREDICTABLE(n < 2) { w1 = w0; } const int8_t* w2 = w1 + kc; if XNN_UNPREDICTABLE(n <= 2) { w2 = w1; } const int8_t* w3 = w2 + kc; if XNN_UNPREDICTABLE(n < 4) { w3 = w2; } const int8_t* w4 = w3 + kc; if XNN_UNPREDICTABLE(n <= 4) { w4 = w3; } const int8_t* w5 = w4 + kc; if XNN_UNPREDICTABLE(n < 6) { w5 = w4; } const int8_t* w6 = w5 + kc; if XNN_UNPREDICTABLE(n <= 6) { w6 = w5; } const int8_t* w7 = w6 + kc; if XNN_UNPREDICTABLE(n < 8) { w7 = w6; } const int8_t* w8 = w7 + kc; if XNN_UNPREDICTABLE(n <= 8) { w8 = w7; } const int8_t* w9 = w8 + kc; if XNN_UNPREDICTABLE(n < 10) { w9 = w8; } const int8_t* w10 = w9 + kc; if XNN_UNPREDICTABLE(n <= 10) { w10 = w9; } const int8_t* w11 = w10 + kc; if XNN_UNPREDICTABLE(n < 12) { w11 = w10; } const int8_t* w12 = w11 + kc; if XNN_UNPREDICTABLE(n <= 12) { w12 = w11; } const int8_t* w13 = w12 + kc; if XNN_UNPREDICTABLE(n < 14) { w13 = w12; } const int8_t* w14 = w13 + kc; if XNN_UNPREDICTABLE(n <= 14) { w14 = w13; } // KC main loop multiple of 16x2 size_t k = kc; for (; k >= 2; k -= 2) { const int8_t v00 = w0[0]; const int8_t v01 = w0[1]; w0 += 2; const int8_t v10 = w1[0]; const int8_t v11 = w1[1]; w1 += 2; const int8_t v20 = w2[0]; const int8_t v21 = w2[1]; w2 += 2; const int8_t v30 = w3[0]; const int8_t v31 = w3[1]; w3 += 2; const int8_t v40 = w4[0]; const int8_t v41 = w4[1]; w4 += 2; const int8_t v50 = w5[0]; const int8_t v51 = w5[1]; w5 += 2; const int8_t v60 = w6[0]; const int8_t v61 = w6[1]; w6 += 2; const int8_t v70 = w7[0]; const int8_t v71 = w7[1]; w7 += 2; const int8_t v80 = w8[0]; const int8_t v81 = w8[1]; w8 += 2; const int8_t v90 = w9[0]; const int8_t v91 = w9[1]; w9 += 2; const int8_t v100 = w10[0]; const int8_t v101 = w10[1]; w10 += 2; const int8_t v110 = w11[0]; const int8_t v111 = w11[1]; w11 += 2; const int8_t v120 = w12[0]; const int8_t v121 = w12[1]; w12 += 2; const int8_t v130 = w13[0]; const int8_t v131 = w13[1]; w13 += 2; const int8_t v140 = w14[0]; const int8_t v141 = w14[1]; w14 += 2; out[0] = v00; out[1] = v10; out[2] = v20; out[3] = v30; out[4] = v40; out[5] = v50; out[6] = v60; out[7] = v70; out[8] = v80; out[9] = v90; out[10] = v100; out[11] = v110; out[12] = v120; out[13] = v130; out[14] = v140; out[16] = v01; out[17] = v11; out[18] = v21; out[19] = v31; out[20] = v41; out[21] = v51; out[22] = v61; out[23] = v71; out[24] = v81; out[25] = v91; out[26] = v101; out[27] = v111; out[28] = v121; out[29] = v131; out[30] = v141; out += 32; } // KC remainder of 1..1 for (; k != 0; --k) { const int8_t v0 = *w0++; out[0] = v0; const int8_t v1 = *w1++; out[1] = v1; const int8_t v2 = *w2++; out[2] = v2; const int8_t v3 = *w3++; out[3] = v3; const int8_t v4 = *w4++; out[4] = v4; const int8_t v5 = *w5++; out[5] = v5; const int8_t v6 = *w6++; out[6] = v6; const int8_t v7 = *w7++; out[7] = v7; const int8_t v8 = *w8++; out[8] = v8; const int8_t v9 = *w9++; out[9] = v9; const int8_t v10 = *w10++; out[10] = v10; const int8_t v11 = *w11++; out[11] = v11; const int8_t v12 = *w12++; out[12] = v12; const int8_t v13 = *w13++; out[13] = v13; const int8_t v14 = *w14++; out[14] = v14; out += 16; } out = (int8_t*) ((uintptr_t) out + extra_bytes); } weights += nc * kc; } while (--g != 0); }