-
Notifications
You must be signed in to change notification settings - Fork 2
/
hhtr2sy_tiled.hpp
232 lines (208 loc) · 5.98 KB
/
hhtr2sy_tiled.hpp
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
#pragma once
template <class T, int tile_size>
//__device__ __forceinline__ void
__device__ __noinline__ void
hhtr2sy_tiled_( const long nm, const int n, T * __restrict__ a_, T * __restrict__ z_)
{
sync_over_cg<T,tile_size>();
const int myid = threadIdx.x % tile_size + 1;
#define a(row,col) (*(a_+((row)-1)+((col)-1)*nm))
#define z(row,col) (*(z_+((row)-1)+((col)-1)*nm))
T * shmem = __SHMEM__();
const T ZERO = static_cast<T>(0.0e0);
const T ONE = static_cast<T>(1.0e0);
const T MTWO = static_cast<T>(-2.0e0);
_if_ (n == 1) {
_if_ (myid == 1) {
z(1, 1) = ONE;
} sync_over_cg<T,tile_size>();
return;
}
_if_ (n == 2) {
_if_ (myid <= n) {
const T ei = a(2, 2);
_if_ (ei != ZERO) {
const T t = ONE + Div(a(1, 2), ei);
z(1, myid) *= t;
}
} sync_over_cg<T,tile_size>();
return;
}
#if defined(__HIPCC__)
const int BLK_I = (tile_size>=16)?3:((tile_size>=8)?3:2);
const int BLK_J = (tile_size>=16)?4:((tile_size>=8)?3:2);
#else
const int BLK_I = (tile_size>=16)?3:((tile_size>=8)?3:2);
const int BLK_J = (tile_size>=16)?4:((tile_size>=8)?3:2);
#endif
const int ii = (n-1) % BLK_I + 1;
sync_over_cg<T,tile_size>();
#pragma unroll 1
for (int i=2; i<=ii; i++) {
const int l = i - 1;
const bool eee = (myid <= l);
const int myk = min(myid,n);
const T a_xid = __MASK__( a(myk,i), eee );
const T reciprocal_ali_ei = Reciprocal(flip0to1(a(i,i)*a(l,i)));
const T b_xid = a_xid * reciprocal_ali_ei;
T *zki_ptr = &z(myk,1);
#pragma unroll 1
for (int j=1; j<=n; j++) {
T z_xid = __MASK__( *zki_ptr, eee );
T s = a_xid * z_xid;
sum_over_cg<T,tile_size>(s);
z_xid += s * b_xid;
_if_ ( eee ) { *zki_ptr = z_xid; }
zki_ptr += nm;
}
}
//
// Based on Joffraint's HH reflector aggregation, ACM TOMS 32(2), 2006
//
// 1. compute G = A[0:BLK_I]^T A[0:BLK_I] only upper triangle
// 2. update the diagonal by half of reciprocal with singularity flips
// 3. compute S = A^T Z
// 4. update S = G^{-1} S
// 5. update Z = Z - A S
#pragma unroll 1
for (int i=ii+1; i<=n; i+=BLK_I) {
const int ll = i+(BLK_I-1)-1;
const bool eee = (myid<=ll);
_if_(myid==1){
for(int I=0;I<BLK_I-1;I++) {
for(int K=I;K<BLK_I-1;K++) {
a(i+K,i+I) = ZERO;
}}}
sync_over_cg<T,tile_size>();
T G[BLK_I][BLK_I];
T ai_myid[BLK_I];
for(int I=0;I<BLK_I;I++) {
ai_myid[I] = eee ? a(myid, i+I): ZERO;
for(int K=0;K<=I;K++) {
G[K][I] = ai_myid[K] * ai_myid[I];
}}
#if 1
{ int I=0; int K=0; int IIKK=BLK_I*(BLK_I+1)/2;
for(int IK=0;IK<IIKK%4;IK++) {
sum_over_cg<T,tile_size>(G[K][I]);
K++; _if_(K>I) { I++; K=0; }
}
for(int IK=IIKK%4;IK<IIKK;IK+=4) {
int I0=I; int K0=K; K++; _if_(K>I) { I++; K=0; }
int I1=I; int K1=K; K++; _if_(K>I) { I++; K=0; }
int I2=I; int K2=K; K++; _if_(K>I) { I++; K=0; }
int I3=I; int K3=K; K++; _if_(K>I) { I++; K=0; }
sum4_over_cg<T,tile_size>(G[K0][I0],G[K1][I1],G[K2][I2],G[K3][I3]);
}}
#else
for(int I=0;I<BLK_I;I++) {
for(int K=0;K<=I;K++) {
sum_over_cg<T,tile_size>(G[K][I]);
}}
#endif
for(int I=0;I<BLK_I;I++) {
G[I][I] = Div(MTWO, flip0to1(G[I][I]));
}
const int jj=n % BLK_J;
T * zkj_ptr = &z(min(myid,n),1);
#pragma unroll 1
for (int j=1; j<=jj; j++) {
T s[BLK_I]; for(int I=0; I<BLK_I; I++) { s[I] = ZERO; }
T z_myid;
{
z_myid = zkj_ptr[0];
for(int I=0;I<BLK_I;I++) {
s[I] = ai_myid[I] * z_myid;
}
}
#if 1
{ int II=BLK_I%4;
_if_(II&0x2) sum2_over_cg<T,tile_size>(s[0],s[1]);
_if_(II&0x1) sum_over_cg<T,tile_size>(s[II-1]);
for(int I=II;I<BLK_I;I+=4) {
sum4_over_cg<T,tile_size>(s[I],s[I+1],s[I+2],s[I+3]);
}}
#else
_if_(BLK_I%2==1) {
sum_over_cg<T,tile_size>(s[0]);
} for(int I=BLK_I%2;I<BLK_I;I+=2) {
sum2_over_cg<T,tile_size>(s[I],s[I+1]);
}
#endif
{
for(int I=0;I<BLK_I;I++) {
for(int K=0;K<I;K++) {
s[I] += s[K]*G[K][I];
}
s[I] *= G[I][I];
z_myid += s[I] * ai_myid[I];
}
_if_(eee) { zkj_ptr[0] = z_myid; }
}
zkj_ptr += nm;
}
#pragma unroll 1
for (int j=1+jj; j<=n; j+=BLK_J) {
T s[BLK_I][BLK_J]; for(int I=0; I<BLK_I; I++) {
for(int J=0; J<BLK_J; J++) { s[I][J] = ZERO; } }
T z_myid[BLK_J];
{
for(int J=0;J<BLK_J;J++) {
z_myid[J] = zkj_ptr[J*nm];
}
for(int J=0;J<BLK_J;J++) {
for(int I=0;I<BLK_I;I++) {
s[I][J] = ai_myid[I] * z_myid[J];
}}
}
#if 1
{ int II=(BLK_I*BLK_J)%4;
_if_(II&0x2) sum2_over_cg<T,tile_size>(s[0][0],s[1%BLK_I][1/BLK_I]);
_if_(II&0x1) sum_over_cg<T,tile_size>(s[(II-1)%BLK_I][(II-1)/BLK_I]);
for(int IJ=II;IJ<BLK_I*BLK_J;IJ+=4) {
int I0=(IJ+0)%BLK_I; int J0=(IJ+0)/BLK_I;
int I1=(IJ+1)%BLK_I; int J1=(IJ+1)/BLK_I;
int I2=(IJ+2)%BLK_I; int J2=(IJ+2)/BLK_I;
int I3=(IJ+3)%BLK_I; int J3=(IJ+3)/BLK_I;
sum4_over_cg<T,tile_size>(s[I0][J0],s[I1][J1],s[I2][J2],s[I3][J3]);
}}
#else
for(int J=0;J<BLK_J;J++) {
_if_(BLK_I%2==1) {
sum_over_cg<T,tile_size>(s[0][J]);
} for(int I=BLK_I%2;I<BLK_I;I+=2) {
sum2_over_cg<T,tile_size>(s[I][J],s[I+1][J]);
}}
#endif
{
for(int J=0;J<BLK_J;J++) {
for(int I=0;I<BLK_I;I++) {
for(int K=0;K<I;K++) {
s[I][J] += s[K][J]*G[K][I];
}
s[I][J] *= G[I][I];
z_myid[J] += s[I][J] * ai_myid[I];
}
_if_(eee) { zkj_ptr[J*nm] = z_myid[J]; }
}
}
zkj_ptr += BLK_J*nm;
}
}
_if_ (myid <= n) {
#if DO_SORT
int * pos_ = (int *)(shmem + tile_size);
#endif
for(int i=1; i<=n; i++) {
T * aa_ = &a(myid,i);
#if DO_SORT
T * zz_ = &z(myid,pos(i));
#else
T * zz_ = &z(myid,i);
#endif
*aa_ = *zz_;
}}
#undef a
#undef z
sync_over_cg<T,tile_size>();
}