-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathcodegen.py
More file actions
199 lines (159 loc) · 4.49 KB
/
codegen.py
File metadata and controls
199 lines (159 loc) · 4.49 KB
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
import sys
def generate_code(codes):
tab = 0;
for snippet in codes:
for line in snippet:
if '}' in line:
tab -= 1
for t in range(tab):
print("\t",end='')
print(line)
if '{' in line:
tab += 1
def generate_code5(codes,n):
tab = 0
start = codes[0]
repeat_1 = codes[1]
repeat_2 = codes[3]
inside = codes[2]
end = codes[4]
#write the start
for line in start:
if '}' in line:
tab -= 1
for t in range(tab):
print("\t",end='')
print(line.replace('NNN',str(n)))
if '{' in line:
tab += 1
# write the first repeat loop
for x in range(n-2):
for line in repeat_1:
if '}' in line:
tab -= 1
for t in range(tab):
print("\t",end='')
print(line.replace('XXX',str(x)).replace('YYY',str(x+1)))
if '{' in line:
tab += 1
#write inside loop
for line in inside:
if '}' in line:
tab -= 1
for t in range(tab):
print("\t",end='')
print(line.replace('XXX',str(n-2)).replace('YYY',str(n-1)))
if '{' in line:
tab += 1
# write the second repeat loop
for x in reversed(range(n-2)):
#print ('x is '+str(x))
for line in repeat_2:
if '}' in line:
tab -= 1
for t in range(tab):
print("\t",end='')
print(line.replace('XXX',str(x)).replace('YYY',str(x+1)))
if '{' in line:
tab += 1
#write the end
for line in end:
if '}' in line:
tab -= 1
for t in range(tab):
print("\t",end='')
print(line.replace('NNN',str(n)))
if '{' in line:
tab += 1
def readfile(file):
f = open(file).readlines()
res = []
for l in f:
res += [l[:-1]]
print(l[:-1])
#l = l.replace('\\','\\\\')
return res
first_start=['int mttkrp_hardwired_first_NNN(csf* t, int mode, int r, matrix** mats, int profile )',
'{',
"int nmode = t->nmode;",
"int num_th = 1;",
"int partial_results_size = nmode*r+PAD;",
"#ifdef OMP",
"num_th = omp_get_max_threads();",
"#endif",
'printf("num ths %d\\n", num_th);',
'TYPE* partial_results_all = (TYPE*) malloc(num_th*partial_results_size*sizeof(TYPE));',
'for(int i = 0 ; i < num_th*partial_results_size ; i++)',
'partial_results_all[i] = 0;',
'set_matrix(*mats[0],0);',
'#ifdef OMP',
'#pragma omp parallel ',
'#endif',
'{',
'int th = 0;',
'#ifdef OMP',
'th = omp_get_thread_num();',
'#endif',
'auto time_start = std::chrono::high_resolution_clock::now();',
'TYPE* partial_results = partial_results_all + th*partial_results_size;',
'#ifdef OMP',
'#pragma omp for schedule(dynamic,1)',
'#endif',
'for(idx_t i0 = 0 ; i0< t->fiber_count[0]; i0++)',
"{"]
first_repeat_1=['for(idx_t iYYY = t->ptr[XXX][iXXX] ; iYYY < t->ptr[XXX][iXXX+1]; iYYY++)',
'{' ]
first_inside=['for(idx_t iYYY = t->ptr[1][i1] ; iYYY< t->ptr[XXX][iXXX+1]; iYYY++)',
'{',
'TYPE* pr = partial_results + XXX * r;',
'TYPE tval = t->val[iYYY];',
'TYPE* matval = (mats[YYY]->val) + ((mats[YYY]) -> dim2) * t->ind[YYY][iYYY];',
'#pragma omp simd',
'for(int y=0 ; y<r ; y++)',
'{',
'pr[y] += tval * matval[y]; // TTM step ',
'}' , '}']
first_repeat_2=['TYPE* matval = (mats[YYY]->val) + ((mats[YYY]) -> dim2) * t->ind[YYY][iYYY];',
'TYPE* intval = t->intval[YYY] + iYYY*r*YYY;',
'#pragma omp simd',
'for(int y=0 ; y<r ; y++)',
'{',
#'//printf("1st level loop %lf\n",partial_results[r+y]);',
'partial_results[y] += partial_results[r+y] * matval[y]; // TTV',
'intval[y] = partial_results[YYY*r + y];',
'}',
'#pragma omp simd',
'for(int y=0; y<r; y++)',
'{',
'partial_results[YYY*r+y] = 0;',
'}', '}' ]
first_end=['// write to output matrix',
'TYPE* matval = mats[0]->val + ((mats[0]) -> dim2) * t->ind[0][i0];',
'#pragma omp simd',
'for(int y=0 ; y<r ; y++)',
'{',
'matval[y] = partial_results[y];',
'partial_results[y] = 0;',
'}',
'}',
'auto time_end = std::chrono::high_resolution_clock::now();',
'std::chrono::duration<double> time_diff = time_end-time_start;',
'printf("Hardwired time for mode %d thread %d %lf \\n",t->modeid[mode],th,time_diff.count());',
"}",
'rem(partial_results_all); ',
'return 0;', '}']
'''
start = open(sys.argv[1]).readlines()
r1 = open(sys.argv[2]).readlines()
ins = open(sys.argv[3]).readlines()
r2 = open(sys.argv[4]).readlines()
end = open(sys.argv[5]).readlines()
'''
code_order = [first_start,first_repeat_1,first_inside,first_repeat_2,first_end]
#generate_code(code_order)
generate_code5(code_order,5)
for x in range(10):
print('################################### ')
#co = [start,r1,ins,r2,end]
co = [readfile(x) for x in sys.argv[1:]]
generate_code5(co,5)