// Auto-generated file. Do not edit! // Template: src/x8-packw/kr-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/packw.h" void xnn_qs8_packw_gemm_goi_ukernel_x16c8__scalar( size_t g, size_t nc, size_t kc, size_t nr, size_t kr, size_t sr, const int8_t* weights, const int32_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); assert(kr == 8); assert(sr == 1); assert(weights != NULL); assert(packed_weights != NULL); int8_t* out = (int8_t*) packed_weights; const int32_t* b = (const int32_t*) bias; const uint32_t izp = (uint32_t) (params ? (((const struct xnn_qs8_packw_params*) params)->input_zero_point + 0): 0); do { // NC main loop multiple of 16 const int8_t* w0 = (const int8_t*) weights; size_t n = nc; for (;n >= 16; n -= 16) { int32_t* packed_b = (int32_t*) out; if XNN_LIKELY(b != NULL) { ((int32_t*) out)[0] = b[0]; ((int32_t*) out)[1] = b[1]; ((int32_t*) out)[2] = b[2]; ((int32_t*) out)[3] = b[3]; ((int32_t*) out)[4] = b[4]; ((int32_t*) out)[5] = b[5]; ((int32_t*) out)[6] = b[6]; ((int32_t*) out)[7] = b[7]; ((int32_t*) out)[8] = b[8]; ((int32_t*) out)[9] = b[9]; ((int32_t*) out)[10] = b[10]; ((int32_t*) out)[11] = b[11]; ((int32_t*) out)[12] = b[12]; ((int32_t*) out)[13] = b[13]; ((int32_t*) out)[14] = b[14]; ((int32_t*) out)[15] = b[15]; b += 16; } else { ((int32_t*) out)[0] = 0; ((int32_t*) out)[1] = 0; ((int32_t*) out)[2] = 0; ((int32_t*) out)[3] = 0; ((int32_t*) out)[4] = 0; ((int32_t*) out)[5] = 0; ((int32_t*) out)[6] = 0; ((int32_t*) out)[7] = 0; ((int32_t*) out)[8] = 0; ((int32_t*) out)[9] = 0; ((int32_t*) out)[10] = 0; ((int32_t*) out)[11] = 0; ((int32_t*) out)[12] = 0; ((int32_t*) out)[13] = 0; ((int32_t*) out)[14] = 0; ((int32_t*) out)[15] = 0; } out += 16 * sizeof(int32_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; uint32_t ksum0 = 0; uint32_t ksum1 = 0; uint32_t ksum2 = 0; uint32_t ksum3 = 0; uint32_t ksum4 = 0; uint32_t ksum5 = 0; uint32_t ksum6 = 0; uint32_t ksum7 = 0; uint32_t ksum8 = 0; uint32_t ksum9 = 0; uint32_t ksum10 = 0; uint32_t ksum11 = 0; uint32_t ksum12 = 0; uint32_t ksum13 = 0; uint32_t ksum14 = 0; uint32_t ksum15 = 0; // KC main loop multiple of 16x8 size_t k = kc; for (; k >= 8; k -= 8) { const int8_t v0x0 = w0[0]; const int8_t v0x1 = w0[1]; const int8_t v0x2 = w0[2]; const int8_t v0x3 = w0[3]; const int8_t v0x4 = w0[4]; const int8_t v0x5 = w0[5]; const int8_t v0x6 = w0[6]; const int8_t v0x7 = w0[7]; ksum0 += (uint32_t) v0x0; ksum0 += (uint32_t) v0x1; ksum0 += (uint32_t) v0x2; ksum0 += (uint32_t) v0x3; ksum0 += (uint32_t) v0x4; ksum0 += (uint32_t) v0x5; ksum0 += (uint32_t) v0x6; ksum0 += (uint32_t) v0x7; out[0] = v0x0; out[1] = v0x1; out[2] = v0x2; out[3] = v0x3; out[4] = v0x4; out[5] = v0x5; out[6] = v0x6; out[7] = v0x7; w0 += 8; const int8_t v1x0 = w1[0]; const int8_t v1x1 = w1[1]; const int8_t v1x2 = w1[2]; const int8_t v1x3 = w1[3]; const int8_t v1x4 = w1[4]; const int8_t v1x5 = w1[5]; const int8_t v1x6 = w1[6]; const int8_t v1x7 = w1[7]; ksum1 += (uint32_t) v1x0; ksum1 += (uint32_t) v1x1; ksum1 += (uint32_t) v1x2; ksum1 += (uint32_t) v1x3; ksum1 += (uint32_t) v1x4; ksum1 += (uint32_t) v1x5; ksum1 += (uint32_t) v1x6; ksum1 += (uint32_t) v1x7; out[8] = v1x0; out[9] = v1x1; out[10] = v1x2; out[11] = v1x3; out[12] = v1x4; out[13] = v1x5; out[14] = v1x6; out[15] = v1x7; w1 += 8; const int8_t v2x0 = w2[0]; const int8_t v2x1 = w2[1]; const int8_t v2x2 = w2[2]; const int8_t v2x3 = w2[3]; const int8_t v2x4 = w2[4]; const int8_t v2x5 = w2[5]; const int8_t v2x6 = w2[6]; const int8_t v2x7 = w2[7]; ksum2 += (uint32_t) v2x0; ksum2 += (uint32_t) v2x1; ksum2 += (uint32_t) v2x2; ksum2 += (uint32_t) v2x3; ksum2 += (uint32_t) v2x4; ksum2 += (uint32_t) v2x5; ksum2 += (uint32_t) v2x6; ksum2 += (uint32_t) v2x7; out[16] = v2x0; out[17] = v2x1; out[18] = v2x2; out[19] = v2x3; out[20] = v2x4; out[21] = v2x5; out[22] = v2x6; out[23] = v2x7; w2 += 8; const int8_t v3x0 = w3[0]; const int8_t v3x1 = w3[1]; const int8_t v3x2 = w3[2]; const int8_t v3x3 = w3[3]; const int8_t v3x4 = w3[4]; const int8_t v3x5 = w3[5]; const int8_t v3x6 = w3[6]; const int8_t v3x7 = w3[7]; ksum3 += (uint32_t) v3x0; ksum3 += (uint32_t) v3x1; ksum3 += (uint32_t) v3x2; ksum3 += (uint32_t) v3x3; ksum3 += (uint32_t) v3x4; ksum3 += (uint32_t) v3x5; ksum3 += (uint32_t) v3x6; ksum3 += (uint32_t) v3x7; out[24] = v3x0; out[25] = v3x1; out[26] = v3x2; out[27] = v3x3; out[28] = v3x4; out[29] = v3x5; out[30] = v3x6; out[31] = v3x7; w3 += 8; const int8_t v4x0 = w4[0]; const int8_t v4x1 = w4[1]; const int8_t v4x2 = w4[2]; const int8_t v4x3 = w4[3]; const int8_t v4x4 = w4[4]; const int8_t v4x5 = w4[5]; const int8_t v4x6 = w4[6]; const int8_t v4x7 = w4[7]; ksum4 += (uint32_t) v4x0; ksum4 += (uint32_t) v4x1; ksum4 += (uint32_t) v4x2; ksum4 += (uint32_t) v4x3; ksum4 += (uint32_t) v4x4; ksum4 += (uint32_t) v4x5; ksum4 += (uint32_t) v4x6; ksum4 += (uint32_t) v4x7; out[32] = v4x0; out[33] = v4x1; out[34] = v4x2; out[35] = v4x3; out[36] = v4x4; out[37] = v4x5; out[38] = v4x6; out[39] = v4x7; w4 += 8; const int8_t v5x0 = w5[0]; const int8_t v5x1 = w5[1]; const int8_t v5x2 = w5[2]; const int8_t v5x3 = w5[3]; const int8_t v5x4 = w5[4]; const int8_t v5x5 = w5[5]; const int8_t v5x6 = w5[6]; const int8_t v5x7 = w5[7]; ksum5 += (uint32_t) v5x0; ksum5 += (uint32_t) v5x1; ksum5 += (uint32_t) v5x2; ksum5 += (uint32_t) v5x3; ksum5 += (uint32_t) v5x4; ksum5 += (uint32_t) v5x5; ksum5 += (uint32_t) v5x6; ksum5 += (uint32_t) v5x7; out[40] = v5x0; out[41] = v5x1; out[42] = v5x2; out[43] = v5x3; out[44] = v5x4; out[45] = v5x5; out[46] = v5x6; out[47] = v5x7; w5 += 8; const int8_t v6x0 = w6[0]; const int8_t v6x1 = w6[1]; const int8_t v6x2 = w6[2]; const int8_t v6x3 = w6[3]; const int8_t v6x4 = w6[4]; const int8_t v6x5 = w6[5]; const int8_t v6x6 = w6[6]; const int8_t v6x7 = w6[7]; ksum6 += (uint32_t) v6x0; ksum6 += (uint32_t) v6x1; ksum6 += (uint32_t) v6x2; ksum6 += (uint32_t) v6x3; ksum6 += (uint32_t) v6x4; ksum6 += (uint32_t) v6x5; ksum6 += (uint32_t) v6x6; ksum6 += (uint32_t) v6x7; out[48] = v6x0; out[49] = v6x1; out[50] = v6x2; out[51] = v6x3; out[52] = v6x4; out[53] = v6x5; out[54] = v6x6; out[55] = v6x7; w6 += 8; const int8_t v7x0 = w7[0]; const int8_t v7x1 = w7[1]; const int8_t v7x2 = w7[2]; const int8_t v7x3 = w7[3]; const int8_t v7x4 = w7[4]; const int8_t v7x5 = w7[5]; const int8_t v7x6 = w7[6]; const int8_t v7x7 = w7[7]; ksum7 += (uint32_t) v7x0; ksum7 += (uint32_t) v7x1; ksum7 += (uint32_t) v7x2; ksum7 += (uint32_t) v7x3; ksum7 += (uint32_t) v7x4; ksum7 += (uint32_t) v7x5; ksum7 += (uint32_t) v7x6; ksum7 += (uint32_t) v7x7; out[56] = v7x0; out[57] = v7x1; out[58] = v7x2; out[59] = v7x3; out[60] = v7x4; out[61] = v7x5; out[62] = v7x6; out[63] = v7x7; w7 += 8; const int8_t v8x0 = w8[0]; const int8_t v8x1 = w8[1]; const int8_t v8x2 = w8[2]; const int8_t v8x3 = w8[3]; const int8_t v8x4 = w8[4]; const int8_t v8x5 = w8[5]; const int8_t v8x6 = w8[6]; const int8_t v8x7 = w8[7]; ksum8 += (uint32_t) v8x0; ksum8 += (uint32_t) v8x1; ksum8 += (uint32_t) v8x2; ksum8 += (uint32_t) v8x3; ksum8 += (uint32_t) v8x4; ksum8 += (uint32_t) v8x5; ksum8 += (uint32_t) v8x6; ksum8 += (uint32_t) v8x7; out[64] = v8x0; out[65] = v8x1; out[66] = v8x2; out[67] = v8x3; out[68] = v8x4; out[69] = v8x5; out[70] = v8x6; out[71] = v8x7; w8 += 8; const int8_t v9x0 = w9[0]; const int8_t v9x1 = w9[1]; const int8_t v9x2 = w9[2]; const int8_t v9x3 = w9[3]; const int8_t v9x4 = w9[4]; const int8_t v9x5 = w9[5]; const int8_t v9x6 = w9[6]; const int8_t v9x7 = w9[7]; ksum9 += (uint32_t) v9x0; ksum9 += (uint32_t) v9x1; ksum9 += (uint32_t) v9x2; ksum9 += (uint32_t) v9x3; ksum9 += (uint32_t) v9x4; ksum9 += (uint32_t) v9x5; ksum9 += (uint32_t) v9x6; ksum9 += (uint32_t) v9x7; out[72] = v9x0; out[73] = v9x1; out[74] = v9x2; out[75] = v9x3; out[76] = v9x4; out[77] = v9x5; out[78] = v9x6; out[79] = v9x7; w9 += 8; const int8_t v10x0 = w10[0]; const int8_t v10x1 = w10[1]; const int8_t v10x2 = w10[2]; const int8_t v10x3 = w10[3]; const int8_t v10x4 = w10[4]; const int8_t v10x5 = w10[5]; const int8_t v10x6 = w10[6]; const int8_t v10x7 = w10[7]; ksum10 += (uint32_t) v10x0; ksum10 += (uint32_t) v10x1; ksum10 += (uint32_t) v10x2; ksum10 += (uint32_t) v10x3; ksum10 += (uint32_t) v10x4; ksum10 += (uint32_t) v10x5; ksum10 += (uint32_t) v10x6; ksum10 += (uint32_t) v10x7; out[80] = v10x0; out[81] = v10x1; out[82] = v10x2; out[83] = v10x3; out[84] = v10x4; out[85] = v10x5; out[86] = v10x6; out[87] = v10x7; w10 += 8; const int8_t v11x0 = w11[0]; const int8_t v11x1 = w11[1]; const int8_t v11x2 = w11[2]; const int8_t v11x3 = w11[3]; const int8_t v11x4 = w11[4]; const int8_t v11x5 = w11[5]; const int8_t v11x6 = w11[6]; const int8_t v11x7 = w11[7]; ksum11 += (uint32_t) v11x0; ksum11 += (uint32_t) v11x1; ksum11 += (uint32_t) v11x2; ksum11 += (uint32_t) v11x3; ksum11 += (uint32_t) v11x4; ksum11 += (uint32_t) v11x5; ksum11 += (uint32_t) v11x6; ksum11 += (uint32_t) v11x7; out[88] = v11x0; out[89] = v11x1; out[90] = v11x2; out[91] = v11x3; out[92] = v11x4; out[93] = v11x5; out[94] = v11x6; out[95] = v11x7; w11 += 8; const int8_t v12x0 = w12[0]; const int8_t v12x1 = w12[1]; const int8_t v12x2 = w12[2]; const int8_t v12x3 = w12[3]; const int8_t v12x4 = w12[4]; const int8_t v12x5 = w12[5]; const int8_t v12x6 = w12[6]; const int8_t v12x7 = w12[7]; ksum12 += (uint32_t) v12x0; ksum12 += (uint32_t) v12x1; ksum12 += (uint32_t) v12x2; ksum12 += (uint32_t) v12x3; ksum12 += (uint32_t) v12x4; ksum12 += (uint32_t) v12x5; ksum12 += (uint32_t) v12x6; ksum12 += (uint32_t) v12x7; out[96] = v12x0; out[97] = v12x1; out[98] = v12x2; out[99] = v12x3; out[100] = v12x4; out[101] = v12x5; out[102] = v12x6; out[103] = v12x7; w12 += 8; const int8_t v13x0 = w13[0]; const int8_t v13x1 = w13[1]; const int8_t v13x2 = w13[2]; const int8_t v13x3 = w13[3]; const int8_t v13x4 = w13[4]; const int8_t v13x5 = w13[5]; const int8_t v13x6 = w13[6]; const int8_t v13x7 = w13[7]; ksum13 += (uint32_t) v13x0; ksum13 += (uint32_t) v13x1; ksum13 += (uint32_t) v13x2; ksum13 += (uint32_t) v13x3; ksum13 += (uint32_t) v13x4; ksum13 += (uint32_t) v13x5; ksum13 += (uint32_t) v13x6; ksum13 += (uint32_t) v13x7; out[104] = v13x0; out[105] = v13x1; out[106] = v13x2; out[107] = v13x3; out[108] = v13x4; out[109] = v13x5; out[110] = v13x6; out[111] = v13x7; w13 += 8; const int8_t v14x0 = w14[0]; const int8_t v14x1 = w14[1]; const int8_t v14x2 = w14[2]; const int8_t v14x3 = w14[3]; const int8_t v14x4 = w14[4]; const int8_t v14x5 = w14[5]; const int8_t v14x6 = w14[6]; const int8_t v14x7 = w14[7]; ksum14 += (uint32_t) v14x0; ksum14 += (uint32_t) v14x1; ksum14 += (uint32_t) v14x2; ksum14 += (uint32_t) v14x3; ksum14 += (uint32_t) v14x4; ksum14 += (uint32_t) v14x5; ksum14 += (uint32_t) v14x6; ksum14 += (uint32_t) v14x7; out[112] = v14x0; out[113] = v14x1; out[114] = v14x2; out[115] = v14x3; out[116] = v14x4; out[117] = v14x5; out[118] = v14x6; out[119] = v14x7; w14 += 8; const int8_t v15x0 = w15[0]; const int8_t v15x1 = w15[1]; const int8_t v15x2 = w15[2]; const int8_t v15x3 = w15[3]; const int8_t v15x4 = w15[4]; const int8_t v15x5 = w15[5]; const int8_t v15x6 = w15[6]; const int8_t v15x7 = w15[7]; ksum15 += (uint32_t) v15x0; ksum15 += (uint32_t) v15x1; ksum15 += (uint32_t) v15x2; ksum15 += (uint32_t) v15x3; ksum15 += (uint32_t) v15x4; ksum15 += (uint32_t) v15x5; ksum15 += (uint32_t) v15x6; ksum15 += (uint32_t) v15x7; out[120] = v15x0; out[121] = v15x1; out[122] = v15x2; out[123] = v15x3; out[124] = v15x4; out[125] = v15x5; out[126] = v15x6; out[127] = v15x7; w15 += 8; out += 128; } // KC remainder of 1..7 if (k != 0) { assert(k >= 1 && k <= 7); const int8_t v0x0 = w0[0]; ksum0 += (uint32_t) v0x0; out[0] = v0x0; if (1 < k) { const int8_t v0x1 = w0[1]; ksum0 += (uint32_t) v0x1; out[1] = v0x1; } if (2 < k) { const int8_t v0x2 = w0[2]; ksum0 += (uint32_t) v0x2; out[2] = v0x2; } if (3 < k) { const int8_t v0x3 = w0[3]; ksum0 += (uint32_t) v0x3; out[3] = v0x3; } if (4 < k) { const int8_t v0x4 = w0[4]; ksum0 += (uint32_t) v0x4; out[4] = v0x4; } if (5 < k) { const int8_t v0x5 = w0[5]; ksum0 += (uint32_t) v0x5; out[5] = v0x5; } if (6 < k) { const int8_t v0x6 = w0[6]; ksum0 += (uint32_t) v0x6; out[6] = v0x6; } if (7 < k) { const int8_t v0x7 = w0[7]; ksum0 += (uint32_t) v0x7; out[7] = v0x7; } w0 += k; const int8_t v1x0 = w1[0]; ksum1 += (uint32_t) v1x0; out[8] = v1x0; if (1 < k) { const int8_t v1x1 = w1[1]; ksum1 += (uint32_t) v1x1; out[9] = v1x1; } if (2 < k) { const int8_t v1x2 = w1[2]; ksum1 += (uint32_t) v1x2; out[10] = v1x2; } if (3 < k) { const int8_t v1x3 = w1[3]; ksum1 += (uint32_t) v1x3; out[11] = v1x3; } if (4 < k) { const int8_t v1x4 = w1[4]; ksum1 += (uint32_t) v1x4; out[12] = v1x4; } if (5 < k) { const int8_t v1x5 = w1[5]; ksum1 += (uint32_t) v1x5; out[13] = v1x5; } if (6 < k) { const int8_t v1x6 = w1[6]; ksum1 += (uint32_t) v1x6; out[14] = v1x6; } if (7 < k) { const int8_t v1x7 = w1[7]; ksum1 += (uint32_t) v1x7; out[15] = v1x7; } w1 += k; const int8_t v2x0 = w2[0]; ksum2 += (uint32_t) v2x0; out[16] = v2x0; if (1 < k) { const int8_t v2x1 = w2[1]; ksum2 += (uint32_t) v2x1; out[17] = v2x1; } if (2 < k) { const int8_t v2x2 = w2[2]; ksum2 += (uint32_t) v2x2; out[18] = v2x2; } if (3 < k) { const int8_t v2x3 = w2[3]; ksum2 += (uint32_t) v2x3; out[19] = v2x3; } if (4 < k) { const int8_t v2x4 = w2[4]; ksum2 += (uint32_t) v2x4; out[20] = v2x4; } if (5 < k) { const int8_t v2x5 = w2[5]; ksum2 += (uint32_t) v2x5; out[21] = v2x5; } if (6 < k) { const int8_t v2x6 = w2[6]; ksum2 += (uint32_t) v2x6; out[22] = v2x6; } if (7 < k) { const int8_t v2x7 = w2[7]; ksum2 += (uint32_t) v2x7; out[23] = v2x7; } w2 += k; const int8_t v3x0 = w3[0]; ksum3 += (uint32_t) v3x0; out[24] = v3x0; if (1 < k) { const int8_t v3x1 = w3[1]; ksum3 += (uint32_t) v3x1; out[25] = v3x1; } if (2 < k) { const int8_t v3x2 = w3[2]; ksum3 += (uint32_t) v3x2; out[26] = v3x2; } if (3 < k) { const int8_t v3x3 = w3[3]; ksum3 += (uint32_t) v3x3; out[27] = v3x3; } if (4 < k) { const int8_t v3x4 = w3[4]; ksum3 += (uint32_t) v3x4; out[28] = v3x4; } if (5 < k) { const int8_t v3x5 = w3[5]; ksum3 += (uint32_t) v3x5; out[29] = v3x5; } if (6 < k) { const int8_t v3x6 = w3[6]; ksum3 += (uint32_t) v3x6; out[30] = v3x6; } if (7 < k) { const int8_t v3x7 = w3[7]; ksum3 += (uint32_t) v3x7; out[31] = v3x7; } w3 += k; const int8_t v4x0 = w4[0]; ksum4 += (uint32_t) v4x0; out[32] = v4x0; if (1 < k) { const int8_t v4x1 = w4[1]; ksum4 += (uint32_t) v4x1; out[33] = v4x1; } if (2 < k) { const int8_t v4x2 = w4[2]; ksum4 += (uint32_t) v4x2; out[34] = v4x2; } if (3 < k) { const int8_t v4x3 = w4[3]; ksum4 += (uint32_t) v4x3; out[35] = v4x3; } if (4 < k) { const int8_t v4x4 = w4[4]; ksum4 += (uint32_t) v4x4; out[36] = v4x4; } if (5 < k) { const int8_t v4x5 = w4[5]; ksum4 += (uint32_t) v4x5; out[37] = v4x5; } if (6 < k) { const int8_t v4x6 = w4[6]; ksum4 += (uint32_t) v4x6; out[38] = v4x6; } if (7 < k) { const int8_t v4x7 = w4[7]; ksum4 += (uint32_t) v4x7; out[39] = v4x7; } w4 += k; const int8_t v5x0 = w5[0]; ksum5 += (uint32_t) v5x0; out[40] = v5x0; if (1 < k) { const int8_t v5x1 = w5[1]; ksum5 += (uint32_t) v5x1; out[41] = v5x1; } if (2 < k) { const int8_t v5x2 = w5[2]; ksum5 += (uint32_t) v5x2; out[42] = v5x2; } if (3 < k) { const int8_t v5x3 = w5[3]; ksum5 += (uint32_t) v5x3; out[43] = v5x3; } if (4 < k) { const int8_t v5x4 = w5[4]; ksum5 += (uint32_t) v5x4; out[44] = v5x4; } if (5 < k) { const int8_t v5x5 = w5[5]; ksum5 += (uint32_t) v5x5; out[45] = v5x5; } if (6 < k) { const int8_t v5x6 = w5[6]; ksum5 += (uint32_t) v5x6; out[46] = v5x6; } if (7 < k) { const int8_t v5x7 = w5[7]; ksum5 += (uint32_t) v5x7; out[47] = v5x7; } w5 += k; const int8_t v6x0 = w6[0]; ksum6 += (uint32_t) v6x0; out[48] = v6x0; if (1 < k) { const int8_t v6x1 = w6[1]; ksum6 += (uint32_t) v6x1; out[49] = v6x1; } if (2 < k) { const int8_t v6x2 = w6[2]; ksum6 += (uint32_t) v6x2; out[50] = v6x2; } if (3 < k) { const int8_t v6x3 = w6[3]; ksum6 += (uint32_t) v6x3; out[51] = v6x3; } if (4 < k) { const int8_t v6x4 = w6[4]; ksum6 += (uint32_t) v6x4; out[52] = v6x4; } if (5 < k) { const int8_t v6x5 = w6[5]; ksum6 += (uint32_t) v6x5; out[53] = v6x5; } if (6 < k) { const int8_t v6x6 = w6[6]; ksum6 += (uint32_t) v6x6; out[54] = v6x6; } if (7 < k) { const int8_t v6x7 = w6[7]; ksum6 += (uint32_t) v6x7; out[55] = v6x7; } w6 += k; const int8_t v7x0 = w7[0]; ksum7 += (uint32_t) v7x0; out[56] = v7x0; if (1 < k) { const int8_t v7x1 = w7[1]; ksum7 += (uint32_t) v7x1; out[57] = v7x1; } if (2 < k) { const int8_t v7x2 = w7[2]; ksum7 += (uint32_t) v7x2; out[58] = v7x2; } if (3 < k) { const int8_t v7x3 = w7[3]; ksum7 += (uint32_t) v7x3; out[59] = v7x3; } if (4 < k) { const int8_t v7x4 = w7[4]; ksum7 += (uint32_t) v7x4; out[60] = v7x4; } if (5 < k) { const int8_t v7x5 = w7[5]; ksum7 += (uint32_t) v7x5; out[61] = v7x5; } if (6 < k) { const int8_t v7x6 = w7[6]; ksum7 += (uint32_t) v7x6; out[62] = v7x6; } if (7 < k) { const int8_t v7x7 = w7[7]; ksum7 += (uint32_t) v7x7; out[63] = v7x7; } w7 += k; const int8_t v8x0 = w8[0]; ksum8 += (uint32_t) v8x0; out[64] = v8x0; if (1 < k) { const int8_t v8x1 = w8[1]; ksum8 += (uint32_t) v8x1; out[65] = v8x1; } if (2 < k) { const int8_t v8x2 = w8[2]; ksum8 += (uint32_t) v8x2; out[66] = v8x2; } if (3 < k) { const int8_t v8x3 = w8[3]; ksum8 += (uint32_t) v8x3; out[67] = v8x3; } if (4 < k) { const int8_t v8x4 = w8[4]; ksum8 += (uint32_t) v8x4; out[68] = v8x4; } if (5 < k) { const int8_t v8x5 = w8[5]; ksum8 += (uint32_t) v8x5; out[69] = v8x5; } if (6 < k) { const int8_t v8x6 = w8[6]; ksum8 += (uint32_t) v8x6; out[70] = v8x6; } if (7 < k) { const int8_t v8x7 = w8[7]; ksum8 += (uint32_t) v8x7; out[71] = v8x7; } w8 += k; const int8_t v9x0 = w9[0]; ksum9 += (uint32_t) v9x0; out[72] = v9x0; if (1 < k) { const int8_t v9x1 = w9[1]; ksum9 += (uint32_t) v9x1; out[73] = v9x1; } if (2 < k) { const int8_t v9x2 = w9[2]; ksum9 += (uint32_t) v9x2; out[74] = v9x2; } if (3 < k) { const int8_t v9x3 = w9[3]; ksum9 += (uint32_t) v9x3; out[75] = v9x3; } if (4 < k) { const int8_t v9x4 = w9[4]; ksum9 += (uint32_t) v9x4; out[76] = v9x4; } if (5 < k) { const int8_t v9x5 = w9[5]; ksum9 += (uint32_t) v9x5; out[77] = v9x5; } if (6 < k) { const int8_t v9x6 = w9[6]; ksum9 += (uint32_t) v9x6; out[78] = v9x6; } if (7 < k) { const int8_t v9x7 = w9[7]; ksum9 += (uint32_t) v9x7; out[79] = v9x7; } w9 += k; const int8_t v10x0 = w10[0]; ksum10 += (uint32_t) v10x0; out[80] = v10x0; if (1 < k) { const int8_t v10x1 = w10[1]; ksum10 += (uint32_t) v10x1; out[81] = v10x1; } if (2 < k) { const int8_t v10x2 = w10[2]; ksum10 += (uint32_t) v10x2; out[82] = v10x2; } if (3 < k) { const int8_t v10x3 = w10[3]; ksum10 += (uint32_t) v10x3; out[83] = v10x3; } if (4 < k) { const int8_t v10x4 = w10[4]; ksum10 += (uint32_t) v10x4; out[84] = v10x4; } if (5 < k) { const int8_t v10x5 = w10[5]; ksum10 += (uint32_t) v10x5; out[85] = v10x5; } if (6 < k) { const int8_t v10x6 = w10[6]; ksum10 += (uint32_t) v10x6; out[86] = v10x6; } if (7 < k) { const int8_t v10x7 = w10[7]; ksum10 += (uint32_t) v10x7; out[87] = v10x7; } w10 += k; const int8_t v11x0 = w11[0]; ksum11 += (uint32_t) v11x0; out[88] = v11x0; if (1 < k) { const int8_t v11x1 = w11[1]; ksum11 += (uint32_t) v11x1; out[89] = v11x1; } if (2 < k) { const int8_t v11x2 = w11[2]; ksum11 += (uint32_t) v11x2; out[90] = v11x2; } if (3 < k) { const int8_t v11x3 = w11[3]; ksum11 += (uint32_t) v11x3; out[91] = v11x3; } if (4 < k) { const int8_t v11x4 = w11[4]; ksum11 += (uint32_t) v11x4; out[92] = v11x4; } if (5 < k) { const int8_t v11x5 = w11[5]; ksum11 += (uint32_t) v11x5; out[93] = v11x5; } if (6 < k) { const int8_t v11x6 = w11[6]; ksum11 += (uint32_t) v11x6; out[94] = v11x6; } if (7 < k) { const int8_t v11x7 = w11[7]; ksum11 += (uint32_t) v11x7; out[95] = v11x7; } w11 += k; const int8_t v12x0 = w12[0]; ksum12 += (uint32_t) v12x0; out[96] = v12x0; if (1 < k) { const int8_t v12x1 = w12[1]; ksum12 += (uint32_t) v12x1; out[97] = v12x1; } if (2 < k) { const int8_t v12x2 = w12[2]; ksum12 += (uint32_t) v12x2; out[98] = v12x2; } if (3 < k) { const int8_t v12x3 = w12[3]; ksum12 += (uint32_t) v12x3; out[99] = v12x3; } if (4 < k) { const int8_t v12x4 = w12[4]; ksum12 += (uint32_t) v12x4; out[100] = v12x4; } if (5 < k) { const int8_t v12x5 = w12[5]; ksum12 += (uint32_t) v12x5; out[101] = v12x5; } if (6 < k) { const int8_t v12x6 = w12[6]; ksum12 += (uint32_t) v12x6; out[102] = v12x6; } if (7 < k) { const int8_t v12x7 = w12[7]; ksum12 += (uint32_t) v12x7; out[103] = v12x7; } w12 += k; const int8_t v13x0 = w13[0]; ksum13 += (uint32_t) v13x0; out[104] = v13x0; if (1 < k) { const int8_t v13x1 = w13[1]; ksum13 += (uint32_t) v13x1; out[105] = v13x1; } if (2 < k) { const int8_t v13x2 = w13[2]; ksum13 += (uint32_t) v13x2; out[106] = v13x2; } if (3 < k) { const int8_t v13x3 = w13[3]; ksum13 += (uint32_t) v13x3; out[107] = v13x3; } if (4 < k) { const int8_t v13x4 = w13[4]; ksum13 += (uint32_t) v13x4; out[108] = v13x4; } if (5 < k) { const int8_t v13x5 = w13[5]; ksum13 += (uint32_t) v13x5; out[109] = v13x5; } if (6 < k) { const int8_t v13x6 = w13[6]; ksum13 += (uint32_t) v13x6; out[110] = v13x6; } if (7 < k) { const int8_t v13x7 = w13[7]; ksum13 += (uint32_t) v13x7; out[111] = v13x7; } w13 += k; const int8_t v14x0 = w14[0]; ksum14 += (uint32_t) v14x0; out[112] = v14x0; if (1 < k) { const int8_t v14x1 = w14[1]; ksum14 += (uint32_t) v14x1; out[113] = v14x1; } if (2 < k) { const int8_t v14x2 = w14[2]; ksum14 += (uint32_t) v14x2; out[114] = v14x2; } if (3 < k) { const int8_t v14x3 = w14[3]; ksum14 += (uint32_t) v14x3; out[115] = v14x3; } if (4 < k) { const int8_t v14x4 = w14[4]; ksum14 += (uint32_t) v14x4; out[116] = v14x4; } if (5 < k) { const int8_t v14x5 = w14[5]; ksum14 += (uint32_t) v14x5; out[117] = v14x5; } if (6 < k) { const int8_t v14x6 = w14[6]; ksum14 += (uint32_t) v14x6; out[118] = v14x6; } if (7 < k) { const int8_t v14x7 = w14[7]; ksum14 += (uint32_t) v14x7; out[119] = v14x7; } w14 += k; const int8_t v15x0 = w15[0]; ksum15 += (uint32_t) v15x0; out[120] = v15x0; if (1 < k) { const int8_t v15x1 = w15[1]; ksum15 += (uint32_t) v15x1; out[121] = v15x1; } if (2 < k) { const int8_t v15x2 = w15[2]; ksum15 += (uint32_t) v15x2; out[122] = v15x2; } if (3 < k) { const int8_t v15x3 = w15[3]; ksum15 += (uint32_t) v15x3; out[123] = v15x3; } if (4 < k) { const int8_t v15x4 = w15[4]; ksum15 += (uint32_t) v15x4; out[124] = v15x4; } if (5 < k) { const int8_t v15x5 = w15[5]; ksum15 += (uint32_t) v15x5; out[125] = v15x5; } if (6 < k) { const int8_t v15x6 = w15[6]; ksum15 += (uint32_t) v15x6; out[126] = v15x6; } if (7 < k) { const int8_t v15x7 = w15[7]; ksum15 += (uint32_t) v15x7; out[127] = v15x7; } w15 += k; out += 128; } packed_b[0] -= ksum0 * izp; packed_b[1] -= ksum1 * izp; packed_b[2] -= ksum2 * izp; packed_b[3] -= ksum3 * izp; packed_b[4] -= ksum4 * izp; packed_b[5] -= ksum5 * izp; packed_b[6] -= ksum6 * izp; packed_b[7] -= ksum7 * izp; packed_b[8] -= ksum8 * izp; packed_b[9] -= ksum9 * izp; packed_b[10] -= ksum10 * izp; packed_b[11] -= ksum11 * izp; packed_b[12] -= ksum12 * izp; packed_b[13] -= ksum13 * izp; packed_b[14] -= ksum14 * izp; packed_b[15] -= ksum15 * izp; out = (int8_t*) ((uintptr_t) out + extra_bytes); w0 = w15; } // NC remainder (1..15) if XNN_UNLIKELY(n != 0) { int32_t* packed_b = (int32_t*) out; if XNN_LIKELY(b != NULL) { size_t nb = n; do { *((int32_t*) out) = *b++; out += sizeof(int32_t); } while (--nb != 0); } else { size_t nb = n; do { *((int32_t*) out) = 0; out += sizeof(int32_t); } while (--nb != 0); } out += (16 - n) * sizeof(int32_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; } uint32_t ksum0 = 0; uint32_t ksum1 = 0; uint32_t ksum2 = 0; uint32_t ksum3 = 0; uint32_t ksum4 = 0; uint32_t ksum5 = 0; uint32_t ksum6 = 0; uint32_t ksum7 = 0; uint32_t ksum8 = 0; uint32_t ksum9 = 0; uint32_t ksum10 = 0; uint32_t ksum11 = 0; uint32_t ksum12 = 0; uint32_t ksum13 = 0; uint32_t ksum14 = 0; // KC main loop multiple of 16x8 size_t k = kc; for (; k >= 8; k -= 8) { const int8_t v0x0 = w0[0]; const int8_t v0x1 = w0[1]; const int8_t v0x2 = w0[2]; const int8_t v0x3 = w0[3]; const int8_t v0x4 = w0[4]; const int8_t v0x5 = w0[5]; const int8_t v0x6 = w0[6]; const int8_t v0x7 = w0[7]; ksum0 += (uint32_t) v0x0; ksum0 += (uint32_t) v0x1; ksum0 += (uint32_t) v0x2; ksum0 += (uint32_t) v0x3; ksum0 += (uint32_t) v0x4; ksum0 += (uint32_t) v0x5; ksum0 += (uint32_t) v0x6; ksum0 += (uint32_t) v0x7; out[0] = v0x0; out[1] = v0x1; out[2] = v0x2; out[3] = v0x3; out[4] = v0x4; out[5] = v0x5; out[6] = v0x6; out[7] = v0x7; w0 += 8; const int8_t v1x0 = w1[0]; const int8_t v1x1 = w1[1]; const int8_t v1x2 = w1[2]; const int8_t v1x3 = w1[3]; const int8_t v1x4 = w1[4]; const int8_t v1x5 = w1[5]; const int8_t v1x6 = w1[6]; const int8_t v1x7 = w1[7]; ksum1 += (uint32_t) v1x0; ksum1 += (uint32_t) v1x1; ksum1 += (uint32_t) v1x2; ksum1 += (uint32_t) v1x3; ksum1 += (uint32_t) v1x4; ksum1 += (uint32_t) v1x5; ksum1 += (uint32_t) v1x6; ksum1 += (uint32_t) v1x7; out[8] = v1x0; out[9] = v1x1; out[10] = v1x2; out[11] = v1x3; out[12] = v1x4; out[13] = v1x5; out[14] = v1x6; out[15] = v1x7; w1 += 8; const int8_t v2x0 = w2[0]; const int8_t v2x1 = w2[1]; const int8_t v2x2 = w2[2]; const int8_t v2x3 = w2[3]; const int8_t v2x4 = w2[4]; const int8_t v2x5 = w2[5]; const int8_t v2x6 = w2[6]; const int8_t v2x7 = w2[7]; ksum2 += (uint32_t) v2x0; ksum2 += (uint32_t) v2x1; ksum2 += (uint32_t) v2x2; ksum2 += (uint32_t) v2x3; ksum2 += (uint32_t) v2x4; ksum2 += (uint32_t) v2x5; ksum2 += (uint32_t) v2x6; ksum2 += (uint32_t) v2x7; out[16] = v2x0; out[17] = v2x1; out[18] = v2x2; out[19] = v2x3; out[20] = v2x4; out[21] = v2x5; out[22] = v2x6; out[23] = v2x7; w2 += 8; const int8_t v3x0 = w3[0]; const int8_t v3x1 = w3[1]; const int8_t v3x2 = w3[2]; const int8_t v3x3 = w3[3]; const int8_t v3x4 = w3[4]; const int8_t v3x5 = w3[5]; const int8_t v3x6 = w3[6]; const int8_t v3x7 = w3[7]; ksum3 += (uint32_t) v3x0; ksum3 += (uint32_t) v3x1; ksum3 += (uint32_t) v3x2; ksum3 += (uint32_t) v3x3; ksum3 += (uint32_t) v3x4; ksum3 += (uint32_t) v3x5; ksum3 += (uint32_t) v3x6; ksum3 += (uint32_t) v3x7; out[24] = v3x0; out[25] = v3x1; out[26] = v3x2; out[27] = v3x3; out[28] = v3x4; out[29] = v3x5; out[30] = v3x6; out[31] = v3x7; w3 += 8; const int8_t v4x0 = w4[0]; const int8_t v4x1 = w4[1]; const int8_t v4x2 = w4[2]; const int8_t v4x3 = w4[3]; const int8_t v4x4 = w4[4]; const int8_t v4x5 = w4[5]; const int8_t v4x6 = w4[6]; const int8_t v4x7 = w4[7]; ksum4 += (uint32_t) v4x0; ksum4 += (uint32_t) v4x1; ksum4 += (uint32_t) v4x2; ksum4 += (uint32_t) v4x3; ksum4 += (uint32_t) v4x4; ksum4 += (uint32_t) v4x5; ksum4 += (uint32_t) v4x6; ksum4 += (uint32_t) v4x7; out[32] = v4x0; out[33] = v4x1; out[34] = v4x2; out[35] = v4x3; out[36] = v4x4; out[37] = v4x5; out[38] = v4x6; out[39] = v4x7; w4 += 8; const int8_t v5x0 = w5[0]; const int8_t v5x1 = w5[1]; const int8_t v5x2 = w5[2]; const int8_t v5x3 = w5[3]; const int8_t v5x4 = w5[4]; const int8_t v5x5 = w5[5]; const int8_t v5x6 = w5[6]; const int8_t v5x7 = w5[7]; ksum5 += (uint32_t) v5x0; ksum5 += (uint32_t) v5x1; ksum5 += (uint32_t) v5x2; ksum5 += (uint32_t) v5x3; ksum5 += (uint32_t) v5x4; ksum5 += (uint32_t) v5x5; ksum5 += (uint32_t) v5x6; ksum5 += (uint32_t) v5x7; out[40] = v5x0; out[41] = v5x1; out[42] = v5x2; out[43] = v5x3; out[44] = v5x4; out[45] = v5x5; out[46] = v5x6; out[47] = v5x7; w5 += 8; const int8_t v6x0 = w6[0]; const int8_t v6x1 = w6[1]; const int8_t v6x2 = w6[2]; const int8_t v6x3 = w6[3]; const int8_t v6x4 = w6[4]; const int8_t v6x5 = w6[5]; const int8_t v6x6 = w6[6]; const int8_t v6x7 = w6[7]; ksum6 += (uint32_t) v6x0; ksum6 += (uint32_t) v6x1; ksum6 += (uint32_t) v6x2; ksum6 += (uint32_t) v6x3; ksum6 += (uint32_t) v6x4; ksum6 += (uint32_t) v6x5; ksum6 += (uint32_t) v6x6; ksum6 += (uint32_t) v6x7; out[48] = v6x0; out[49] = v6x1; out[50] = v6x2; out[51] = v6x3; out[52] = v6x4; out[53] = v6x5; out[54] = v6x6; out[55] = v6x7; w6 += 8; const int8_t v7x0 = w7[0]; const int8_t v7x1 = w7[1]; const int8_t v7x2 = w7[2]; const int8_t v7x3 = w7[3]; const int8_t v7x4 = w7[4]; const int8_t v7x5 = w7[5]; const int8_t v7x6 = w7[6]; const int8_t v7x7 = w7[7]; ksum7 += (uint32_t) v7x0; ksum7 += (uint32_t) v7x1; ksum7 += (uint32_t) v7x2; ksum7 += (uint32_t) v7x3; ksum7 += (uint32_t) v7x4; ksum7 += (uint32_t) v7x5; ksum7 += (uint32_t) v7x6; ksum7 += (uint32_t) v7x7; out[56] = v7x0; out[57] = v7x1; out[58] = v7x2; out[59] = v7x3; out[60] = v7x4; out[61] = v7x5; out[62] = v7x6; out[63] = v7x7; w7 += 8; const int8_t v8x0 = w8[0]; const int8_t v8x1 = w8[1]; const int8_t v8x2 = w8[2]; const int8_t v8x3 = w8[3]; const int8_t v8x4 = w8[4]; const int8_t v8x5 = w8[5]; const int8_t v8x6 = w8[6]; const int8_t v8x7 = w8[7]; ksum8 += (uint32_t) v8x0; ksum8 += (uint32_t) v8x1; ksum8 += (uint32_t) v8x2; ksum8 += (uint32_t) v8x3; ksum8 += (uint32_t) v8x4; ksum8 += (uint32_t) v8x5; ksum8 += (uint32_t) v8x6; ksum8 += (uint32_t) v8x7; out[64] = v8x0; out[65] = v8x1; out[66] = v8x2; out[67] = v8x3; out[68] = v8x4; out[69] = v8x5; out[70] = v8x6; out[71] = v8x7; w8 += 8; const int8_t v9x0 = w9[0]; const int8_t v9x1 = w9[1]; const int8_t v9x2 = w9[2]; const int8_t v9x3 = w9[3]; const int8_t v9x4 = w9[4]; const int8_t v9x5 = w9[5]; const int8_t v9x6 = w9[6]; const int8_t v9x7 = w9[7]; ksum9 += (uint32_t) v9x0; ksum9 += (uint32_t) v9x1; ksum9 += (uint32_t) v9x2; ksum9 += (uint32_t) v9x3; ksum9 += (uint32_t) v9x4; ksum9 += (uint32_t) v9x5; ksum9 += (uint32_t) v9x6; ksum9 += (uint32_t) v9x7; out[72] = v9x0; out[73] = v9x1; out[74] = v9x2; out[75] = v9x3; out[76] = v9x4; out[77] = v9x5; out[78] = v9x6; out[79] = v9x7; w9 += 8; const int8_t v10x0 = w10[0]; const int8_t v10x1 = w10[1]; const int8_t v10x2 = w10[2]; const int8_t v10x3 = w10[3]; const int8_t v10x4 = w10[4]; const int8_t v10x5 = w10[5]; const int8_t v10x6 = w10[6]; const int8_t v10x7 = w10[7]; ksum10 += (uint32_t) v10x0; ksum10 += (uint32_t) v10x1; ksum10 += (uint32_t) v10x2; ksum10 += (uint32_t) v10x3; ksum10 += (uint32_t) v10x4; ksum10 += (uint32_t) v10x5; ksum10 += (uint32_t) v10x6; ksum10 += (uint32_t) v10x7; out[80] = v10x0; out[81] = v10x1; out[82] = v10x2; out[83] = v10x3; out[84] = v10x4; out[85] = v10x5; out[86] = v10x6; out[87] = v10x7; w10 += 8; const int8_t v11x0 = w11[0]; const int8_t v11x1 = w11[1]; const int8_t v11x2 = w11[2]; const int8_t v11x3 = w11[3]; const int8_t v11x4 = w11[4]; const int8_t v11x5 = w11[5]; const int8_t v11x6 = w11[6]; const int8_t v11x7 = w11[7]; ksum11 += (uint32_t) v11x0; ksum11 += (uint32_t) v11x1; ksum11 += (uint32_t) v11x2; ksum11 += (uint32_t) v11x3; ksum11 += (uint32_t) v11x4; ksum11 += (uint32_t) v11x5; ksum11 += (uint32_t) v11x6; ksum11 += (uint32_t) v11x7; out[88] = v11x0; out[89] = v11x1; out[90] = v11x2; out[91] = v11x3; out[92] = v11x4; out[93] = v11x5; out[94] = v11x6; out[95] = v11x7; w11 += 8; const int8_t v12x0 = w12[0]; const int8_t v12x1 = w12[1]; const int8_t v12x2 = w12[2]; const int8_t v12x3 = w12[3]; const int8_t v12x4 = w12[4]; const int8_t v12x5 = w12[5]; const int8_t v12x6 = w12[6]; const int8_t v12x7 = w12[7]; ksum12 += (uint32_t) v12x0; ksum12 += (uint32_t) v12x1; ksum12 += (uint32_t) v12x2; ksum12 += (uint32_t) v12x3; ksum12 += (uint32_t) v12x4; ksum12 += (uint32_t) v12x5; ksum12 += (uint32_t) v12x6; ksum12 += (uint32_t) v12x7; out[96] = v12x0; out[97] = v12x1; out[98] = v12x2; out[99] = v12x3; out[100] = v12x4; out[101] = v12x5; out[102] = v12x6; out[103] = v12x7; w12 += 8; const int8_t v13x0 = w13[0]; const int8_t v13x1 = w13[1]; const int8_t v13x2 = w13[2]; const int8_t v13x3 = w13[3]; const int8_t v13x4 = w13[4]; const int8_t v13x5 = w13[5]; const int8_t v13x6 = w13[6]; const int8_t v13x7 = w13[7]; ksum13 += (uint32_t) v13x0; ksum13 += (uint32_t) v13x1; ksum13 += (uint32_t) v13x2; ksum13 += (uint32_t) v13x3; ksum13 += (uint32_t) v13x4; ksum13 += (uint32_t) v13x5; ksum13 += (uint32_t) v13x6; ksum13 += (uint32_t) v13x7; out[104] = v13x0; out[105] = v13x1; out[106] = v13x2; out[107] = v13x3; out[108] = v13x4; out[109] = v13x5; out[110] = v13x6; out[111] = v13x7; w13 += 8; const int8_t v14x0 = w14[0]; const int8_t v14x1 = w14[1]; const int8_t v14x2 = w14[2]; const int8_t v14x3 = w14[3]; const int8_t v14x4 = w14[4]; const int8_t v14x5 = w14[5]; const int8_t v14x6 = w14[6]; const int8_t v14x7 = w14[7]; ksum14 += (uint32_t) v14x0; ksum14 += (uint32_t) v14x1; ksum14 += (uint32_t) v14x2; ksum14 += (uint32_t) v14x3; ksum14 += (uint32_t) v14x4; ksum14 += (uint32_t) v14x5; ksum14 += (uint32_t) v14x6; ksum14 += (uint32_t) v14x7; out[112] = v14x0; out[113] = v14x1; out[114] = v14x2; out[115] = v14x3; out[116] = v14x4; out[117] = v14x5; out[118] = v14x6; out[119] = v14x7; w14 += 8; out += 128; } // KC remainder of 1..7 if (k != 0) { assert(k >= 1 && k <= 7); const int8_t v0x0 = w0[0]; ksum0 += (uint32_t) v0x0; out[0] = v0x0; if (1 < k) { const int8_t v0x1 = w0[1]; ksum0 += (uint32_t) v0x1; out[1] = v0x1; } if (2 < k) { const int8_t v0x2 = w0[2]; ksum0 += (uint32_t) v0x2; out[2] = v0x2; } if (3 < k) { const int8_t v0x3 = w0[3]; ksum0 += (uint32_t) v0x3; out[3] = v0x3; } if (4 < k) { const int8_t v0x4 = w0[4]; ksum0 += (uint32_t) v0x4; out[4] = v0x4; } if (5 < k) { const int8_t v0x5 = w0[5]; ksum0 += (uint32_t) v0x5; out[5] = v0x5; } if (6 < k) { const int8_t v0x6 = w0[6]; ksum0 += (uint32_t) v0x6; out[6] = v0x6; } if (7 < k) { const int8_t v0x7 = w0[7]; ksum0 += (uint32_t) v0x7; out[7] = v0x7; } w0 += k; const int8_t v1x0 = w1[0]; ksum1 += (uint32_t) v1x0; out[8] = v1x0; if (1 < k) { const int8_t v1x1 = w1[1]; ksum1 += (uint32_t) v1x1; out[9] = v1x1; } if (2 < k) { const int8_t v1x2 = w1[2]; ksum1 += (uint32_t) v1x2; out[10] = v1x2; } if (3 < k) { const int8_t v1x3 = w1[3]; ksum1 += (uint32_t) v1x3; out[11] = v1x3; } if (4 < k) { const int8_t v1x4 = w1[4]; ksum1 += (uint32_t) v1x4; out[12] = v1x4; } if (5 < k) { const int8_t v1x5 = w1[5]; ksum1 += (uint32_t) v1x5; out[13] = v1x5; } if (6 < k) { const int8_t v1x6 = w1[6]; ksum1 += (uint32_t) v1x6; out[14] = v1x6; } if (7 < k) { const int8_t v1x7 = w1[7]; ksum1 += (uint32_t) v1x7; out[15] = v1x7; } w1 += k; const int8_t v2x0 = w2[0]; ksum2 += (uint32_t) v2x0; out[16] = v2x0; if (1 < k) { const int8_t v2x1 = w2[1]; ksum2 += (uint32_t) v2x1; out[17] = v2x1; } if (2 < k) { const int8_t v2x2 = w2[2]; ksum2 += (uint32_t) v2x2; out[18] = v2x2; } if (3 < k) { const int8_t v2x3 = w2[3]; ksum2 += (uint32_t) v2x3; out[19] = v2x3; } if (4 < k) { const int8_t v2x4 = w2[4]; ksum2 += (uint32_t) v2x4; out[20] = v2x4; } if (5 < k) { const int8_t v2x5 = w2[5]; ksum2 += (uint32_t) v2x5; out[21] = v2x5; } if (6 < k) { const int8_t v2x6 = w2[6]; ksum2 += (uint32_t) v2x6; out[22] = v2x6; } if (7 < k) { const int8_t v2x7 = w2[7]; ksum2 += (uint32_t) v2x7; out[23] = v2x7; } w2 += k; const int8_t v3x0 = w3[0]; ksum3 += (uint32_t) v3x0; out[24] = v3x0; if (1 < k) { const int8_t v3x1 = w3[1]; ksum3 += (uint32_t) v3x1; out[25] = v3x1; } if (2 < k) { const int8_t v3x2 = w3[2]; ksum3 += (uint32_t) v3x2; out[26] = v3x2; } if (3 < k) { const int8_t v3x3 = w3[3]; ksum3 += (uint32_t) v3x3; out[27] = v3x3; } if (4 < k) { const int8_t v3x4 = w3[4]; ksum3 += (uint32_t) v3x4; out[28] = v3x4; } if (5 < k) { const int8_t v3x5 = w3[5]; ksum3 += (uint32_t) v3x5; out[29] = v3x5; } if (6 < k) { const int8_t v3x6 = w3[6]; ksum3 += (uint32_t) v3x6; out[30] = v3x6; } if (7 < k) { const int8_t v3x7 = w3[7]; ksum3 += (uint32_t) v3x7; out[31] = v3x7; } w3 += k; const int8_t v4x0 = w4[0]; ksum4 += (uint32_t) v4x0; out[32] = v4x0; if (1 < k) { const int8_t v4x1 = w4[1]; ksum4 += (uint32_t) v4x1; out[33] = v4x1; } if (2 < k) { const int8_t v4x2 = w4[2]; ksum4 += (uint32_t) v4x2; out[34] = v4x2; } if (3 < k) { const int8_t v4x3 = w4[3]; ksum4 += (uint32_t) v4x3; out[35] = v4x3; } if (4 < k) { const int8_t v4x4 = w4[4]; ksum4 += (uint32_t) v4x4; out[36] = v4x4; } if (5 < k) { const int8_t v4x5 = w4[5]; ksum4 += (uint32_t) v4x5; out[37] = v4x5; } if (6 < k) { const int8_t v4x6 = w4[6]; ksum4 += (uint32_t) v4x6; out[38] = v4x6; } if (7 < k) { const int8_t v4x7 = w4[7]; ksum4 += (uint32_t) v4x7; out[39] = v4x7; } w4 += k; const int8_t v5x0 = w5[0]; ksum5 += (uint32_t) v5x0; out[40] = v5x0; if (1 < k) { const int8_t v5x1 = w5[1]; ksum5 += (uint32_t) v5x1; out[41] = v5x1; } if (2 < k) { const int8_t v5x2 = w5[2]; ksum5 += (uint32_t) v5x2; out[42] = v5x2; } if (3 < k) { const int8_t v5x3 = w5[3]; ksum5 += (uint32_t) v5x3; out[43] = v5x3; } if (4 < k) { const int8_t v5x4 = w5[4]; ksum5 += (uint32_t) v5x4; out[44] = v5x4; } if (5 < k) { const int8_t v5x5 = w5[5]; ksum5 += (uint32_t) v5x5; out[45] = v5x5; } if (6 < k) { const int8_t v5x6 = w5[6]; ksum5 += (uint32_t) v5x6; out[46] = v5x6; } if (7 < k) { const int8_t v5x7 = w5[7]; ksum5 += (uint32_t) v5x7; out[47] = v5x7; } w5 += k; const int8_t v6x0 = w6[0]; ksum6 += (uint32_t) v6x0; out[48] = v6x0; if (1 < k) { const int8_t v6x1 = w6[1]; ksum6 += (uint32_t) v6x1; out[49] = v6x1; } if (2 < k) { const int8_t v6x2 = w6[2]; ksum6 += (uint32_t) v6x2; out[50] = v6x2; } if (3 < k) { const int8_t v6x3 = w6[3]; ksum6 += (uint32_t) v6x3; out[51] = v6x3; } if (4 < k) { const int8_t v6x4 = w6[4]; ksum6 += (uint32_t) v6x4; out[52] = v6x4; } if (5 < k) { const int8_t v6x5 = w6[5]; ksum6 += (uint32_t) v6x5; out[53] = v6x5; } if (6 < k) { const int8_t v6x6 = w6[6]; ksum6 += (uint32_t) v6x6; out[54] = v6x6; } if (7 < k) { const int8_t v6x7 = w6[7]; ksum6 += (uint32_t) v6x7; out[55] = v6x7; } w6 += k; const int8_t v7x0 = w7[0]; ksum7 += (uint32_t) v7x0; out[56] = v7x0; if (1 < k) { const int8_t v7x1 = w7[1]; ksum7 += (uint32_t) v7x1; out[57] = v7x1; } if (2 < k) { const int8_t v7x2 = w7[2]; ksum7 += (uint32_t) v7x2; out[58] = v7x2; } if (3 < k) { const int8_t v7x3 = w7[3]; ksum7 += (uint32_t) v7x3; out[59] = v7x3; } if (4 < k) { const int8_t v7x4 = w7[4]; ksum7 += (uint32_t) v7x4; out[60] = v7x4; } if (5 < k) { const int8_t v7x5 = w7[5]; ksum7 += (uint32_t) v7x5; out[61] = v7x5; } if (6 < k) { const int8_t v7x6 = w7[6]; ksum7 += (uint32_t) v7x6; out[62] = v7x6; } if (7 < k) { const int8_t v7x7 = w7[7]; ksum7 += (uint32_t) v7x7; out[63] = v7x7; } w7 += k; const int8_t v8x0 = w8[0]; ksum8 += (uint32_t) v8x0; out[64] = v8x0; if (1 < k) { const int8_t v8x1 = w8[1]; ksum8 += (uint32_t) v8x1; out[65] = v8x1; } if (2 < k) { const int8_t v8x2 = w8[2]; ksum8 += (uint32_t) v8x2; out[66] = v8x2; } if (3 < k) { const int8_t v8x3 = w8[3]; ksum8 += (uint32_t) v8x3; out[67] = v8x3; } if (4 < k) { const int8_t v8x4 = w8[4]; ksum8 += (uint32_t) v8x4; out[68] = v8x4; } if (5 < k) { const int8_t v8x5 = w8[5]; ksum8 += (uint32_t) v8x5; out[69] = v8x5; } if (6 < k) { const int8_t v8x6 = w8[6]; ksum8 += (uint32_t) v8x6; out[70] = v8x6; } if (7 < k) { const int8_t v8x7 = w8[7]; ksum8 += (uint32_t) v8x7; out[71] = v8x7; } w8 += k; const int8_t v9x0 = w9[0]; ksum9 += (uint32_t) v9x0; out[72] = v9x0; if (1 < k) { const int8_t v9x1 = w9[1]; ksum9 += (uint32_t) v9x1; out[73] = v9x1; } if (2 < k) { const int8_t v9x2 = w9[2]; ksum9 += (uint32_t) v9x2; out[74] = v9x2; } if (3 < k) { const int8_t v9x3 = w9[3]; ksum9 += (uint32_t) v9x3; out[75] = v9x3; } if (4 < k) { const int8_t v9x4 = w9[4]; ksum9 += (uint32_t) v9x4; out[76] = v9x4; } if (5 < k) { const int8_t v9x5 = w9[5]; ksum9 += (uint32_t) v9x5; out[77] = v9x5; } if (6 < k) { const int8_t v9x6 = w9[6]; ksum9 += (uint32_t) v9x6; out[78] = v9x6; } if (7 < k) { const int8_t v9x7 = w9[7]; ksum9 += (uint32_t) v9x7; out[79] = v9x7; } w9 += k; const int8_t v10x0 = w10[0]; ksum10 += (uint32_t) v10x0; out[80] = v10x0; if (1 < k) { const int8_t v10x1 = w10[1]; ksum10 += (uint32_t) v10x1; out[81] = v10x1; } if (2 < k) { const int8_t v10x2 = w10[2]; ksum10 += (uint32_t) v10x2; out[82] = v10x2; } if (3 < k) { const int8_t v10x3 = w10[3]; ksum10 += (uint32_t) v10x3; out[83] = v10x3; } if (4 < k) { const int8_t v10x4 = w10[4]; ksum10 += (uint32_t) v10x4; out[84] = v10x4; } if (5 < k) { const int8_t v10x5 = w10[5]; ksum10 += (uint32_t) v10x5; out[85] = v10x5; } if (6 < k) { const int8_t v10x6 = w10[6]; ksum10 += (uint32_t) v10x6; out[86] = v10x6; } if (7 < k) { const int8_t v10x7 = w10[7]; ksum10 += (uint32_t) v10x7; out[87] = v10x7; } w10 += k; const int8_t v11x0 = w11[0]; ksum11 += (uint32_t) v11x0; out[88] = v11x0; if (1 < k) { const int8_t v11x1 = w11[1]; ksum11 += (uint32_t) v11x1; out[89] = v11x1; } if (2 < k) { const int8_t v11x2 = w11[2]; ksum11 += (uint32_t) v11x2; out[90] = v11x2; } if (3 < k) { const int8_t v11x3 = w11[3]; ksum11 += (uint32_t) v11x3; out[91] = v11x3; } if (4 < k) { const int8_t v11x4 = w11[4]; ksum11 += (uint32_t) v11x4; out[92] = v11x4; } if (5 < k) { const int8_t v11x5 = w11[5]; ksum11 += (uint32_t) v11x5; out[93] = v11x5; } if (6 < k) { const int8_t v11x6 = w11[6]; ksum11 += (uint32_t) v11x6; out[94] = v11x6; } if (7 < k) { const int8_t v11x7 = w11[7]; ksum11 += (uint32_t) v11x7; out[95] = v11x7; } w11 += k; const int8_t v12x0 = w12[0]; ksum12 += (uint32_t) v12x0; out[96] = v12x0; if (1 < k) { const int8_t v12x1 = w12[1]; ksum12 += (uint32_t) v12x1; out[97] = v12x1; } if (2 < k) { const int8_t v12x2 = w12[2]; ksum12 += (uint32_t) v12x2; out[98] = v12x2; } if (3 < k) { const int8_t v12x3 = w12[3]; ksum12 += (uint32_t) v12x3; out[99] = v12x3; } if (4 < k) { const int8_t v12x4 = w12[4]; ksum12 += (uint32_t) v12x4; out[100] = v12x4; } if (5 < k) { const int8_t v12x5 = w12[5]; ksum12 += (uint32_t) v12x5; out[101] = v12x5; } if (6 < k) { const int8_t v12x6 = w12[6]; ksum12 += (uint32_t) v12x6; out[102] = v12x6; } if (7 < k) { const int8_t v12x7 = w12[7]; ksum12 += (uint32_t) v12x7; out[103] = v12x7; } w12 += k; const int8_t v13x0 = w13[0]; ksum13 += (uint32_t) v13x0; out[104] = v13x0; if (1 < k) { const int8_t v13x1 = w13[1]; ksum13 += (uint32_t) v13x1; out[105] = v13x1; } if (2 < k) { const int8_t v13x2 = w13[2]; ksum13 += (uint32_t) v13x2; out[106] = v13x2; } if (3 < k) { const int8_t v13x3 = w13[3]; ksum13 += (uint32_t) v13x3; out[107] = v13x3; } if (4 < k) { const int8_t v13x4 = w13[4]; ksum13 += (uint32_t) v13x4; out[108] = v13x4; } if (5 < k) { const int8_t v13x5 = w13[5]; ksum13 += (uint32_t) v13x5; out[109] = v13x5; } if (6 < k) { const int8_t v13x6 = w13[6]; ksum13 += (uint32_t) v13x6; out[110] = v13x6; } if (7 < k) { const int8_t v13x7 = w13[7]; ksum13 += (uint32_t) v13x7; out[111] = v13x7; } w13 += k; const int8_t v14x0 = w14[0]; ksum14 += (uint32_t) v14x0; out[112] = v14x0; if (1 < k) { const int8_t v14x1 = w14[1]; ksum14 += (uint32_t) v14x1; out[113] = v14x1; } if (2 < k) { const int8_t v14x2 = w14[2]; ksum14 += (uint32_t) v14x2; out[114] = v14x2; } if (3 < k) { const int8_t v14x3 = w14[3]; ksum14 += (uint32_t) v14x3; out[115] = v14x3; } if (4 < k) { const int8_t v14x4 = w14[4]; ksum14 += (uint32_t) v14x4; out[116] = v14x4; } if (5 < k) { const int8_t v14x5 = w14[5]; ksum14 += (uint32_t) v14x5; out[117] = v14x5; } if (6 < k) { const int8_t v14x6 = w14[6]; ksum14 += (uint32_t) v14x6; out[118] = v14x6; } if (7 < k) { const int8_t v14x7 = w14[7]; ksum14 += (uint32_t) v14x7; out[119] = v14x7; } w14 += k; out += 128; } packed_b[0] -= ksum0 * izp; packed_b[1] -= ksum1 * izp; packed_b[2] -= ksum2 * izp; packed_b[3] -= ksum3 * izp; packed_b[4] -= ksum4 * izp; packed_b[5] -= ksum5 * izp; packed_b[6] -= ksum6 * izp; packed_b[7] -= ksum7 * izp; packed_b[8] -= ksum8 * izp; packed_b[9] -= ksum9 * izp; packed_b[10] -= ksum10 * izp; packed_b[11] -= ksum11 * izp; packed_b[12] -= ksum12 * izp; packed_b[13] -= ksum13 * izp; packed_b[14] -= ksum14 * izp; out = (int8_t*) ((uintptr_t) out + extra_bytes); } weights += nc * kc; } while (--g != 0); }